Activity Stream - English Prescribing Dataset (EPD) with SNOMED Code - Datasets

ckan_admin updated the dataset English Prescribing Dataset (EPD) with SNOMED Code
1 week ago

Tony Hemus created resource view Data Explorer
1 week ago

Tony Hemus updated the dataset English Prescribing Dataset (EPD) with SNOMED Code
1 week ago

Michael Smith added a new comment
{'id': '9ca73873-e7f1-434c-ab08-5224047dbe98', 'timestamp': '2024-05-28T14:03:39.356942', 'user_id': 'e9b706be-ee4e-4dc5-b915-6beb8290cb40', 'object_id': '906115a6-4155-44be-8b81-f8e83cebfb84', 'activity_type': 'changed issue', 'data': {'id': 49, 'comment': "## 28 May 2024:\r\n\r\n### Changes to Actual Cost reporting calculation (Pharmacy only)\r\n\r\nWe've updated our prescription data reports to reflect the recent changes to the discount deduction applied to pharmacy contractors monthly total of reimbursement prices, listed in the Drug Tariff Part V. \r\n\r\nFor data from April 2024 (published in June) any financial report referencing actual cost includes discounts calculated according to the new methodology. \r\nYou can find more details in this article: [Changes to Actual Cost reporting calculation (Pharmacy only)](https://opendata.nhsbsa.net/news/changes-to-actual-cost-reporting-calculation-pharmacy-only)", 'user_id': 'e9b706be-ee4e-4dc5-b915-6beb8290cb40', 'issue_id': 43, 'created': '2024-05-28 14:03:38.937259', 'visibility': 'visible', 'abuse_status': 'unmoderated', 'user': {'email_hash': 'f1d79fecfa31ff3262c1cda6a692f295', 'about': None, 'display_name': 'Michael Smith', 'name': 'm_smith', 'created': '2024-01-17T11:27:22.536518', 'ckan_url': '/user/m_smith', 'gravatar_url': '//gravatar.com/avatar/f1d79fecfa31ff3262c1cda6a692f295?s=48', 'id': 'e9b706be-ee4e-4dc5-b915-6beb8290cb40', 'sysadmin': True, 'activity_streams_email_notifications': False, 'state': 'active', 'number_of_edits': 213, 'gravatar': '<img src="//gravatar.com/avatar/f1d79fecfa31ff3262c1cda6a692f295?s=48&d=identicon"\n class="gravatar" width="48" height="48" alt="Gravatar" />', 'fullname': 'Michael Smith', 'number_created_packages': 4}, 'dataset_id': '906115a6-4155-44be-8b81-f8e83cebfb84', 'issue_number': 2, 'package': {'license_title': 'Open Government Licence 3.0 (United Kingdom)', 'maintainer': None, 'relationships_as_object': [], 'private': False, 'maintainer_email': None, 'num_tags': 3, 'id': '906115a6-4155-44be-8b81-f8e83cebfb84', 'metadata_created': '2021-04-30T09:11:51.096533', 'metadata_modified': '2024-05-16T14:27:40.905227', 'author': 'NHS Business Services Authority (NHSBSA)', 'author_email': 'DataServicesSupport@nhsbsa.nhs.uk', 'state': 'active', 'version': '1.0', 'creator_user_id': '0ff64ac9-3511-43bc-a05c-9089256a8864', 'type': 'dataset', 'resources': [{'cache_last_updated': None, 'package_id': '906115a6-4155-44be-8b81-f8e83cebfb84', 'datastore_active': 'true', 'id': 'e4e5508c-3f9e-4676-b5bb-e126ef724060', 'size': 6513338780, 'title': 'English Prescribing Dataset (EPD) with SNOMED code - Nov 2020', 'restricted': '{level: public}', 'encoding': 'utf8', 'state': 'active', 'sha256': '6552429217c522b33a7b05cb96bac5c71c4c6e5ce58277687847bdc4425fe8e1', 'zip_url': 'https://83025b28472d6aa2bf5ae59f3724aa78.eu.r2.cloudflarestorage.com/dx-nhs-production/DATOPIAN_DATA/EPD_SNOMED_202011.ZIP?response-content-disposition=filename%3DEPD_SNOMED_202011.ZIP&X-Amz-Algorithm=AWS4-HMAC-SHA256&X-Amz-Expires=3600&X-Amz-Credential=d1d532dd4244a61845b7ea3d94bcd4d9%2F20240528%2Fus-east-1%2Fs3%2Faws4_request&X-Amz-SignedHeaders=host&X-Amz-Date=20240528T140338Z&X-Amz-Signature=baed91496a03c6b4b7506b8963f27a17c1f1fa2aa650f760048288ad87b77078', 'lfs_prefix': 'experimental-data-sets/english-prescribing-dataset-epd-with-snomed-code', 'schema': '{u\'fields\': [{u\'title\': u\'Year and Month as YYYYMM\',u\'description\': u\'Example: 201401\',u\'name\': u\'YEAR_MONTH\', u\'type\': u\'number\', u\'format\': u\'default\'},{u\'title\': u\'Regional Office Name\',u\'description\': u\'The name given to a geographical region by NHS England. Each region supports local systems to provide more joined up and care for patients.\',u\'name\': u\'REGIONAL_OFFICE_NAME\', u\'type\': u\'string\', u\'format\': u\'default\'},{u\'title\': u\'Regional Office Code\',u\'description\': u\'The unique code used to refer to a Regional Office.\',u\'name\': u\'REGIONAL_OFFICE_CODE\', u\'type\': u\'string\', u\'format\': u\'default\'},{u\'title\': u\'STP Name\',u\'description\': u\'The name given to a geographical area by NHS England that is a smaller division of a Region. STP stands for Sustainability and Transformation Partnership\',u\'name\': u\'STP_NAME\', u\'type\': u\'string\', u\'format\': u\'default\'},{u\'title\': u\'STP Code\',u\'description\': u\'The unique code used to refer to an STP. STP stands for Sustainability and Transformation Partnership.\',u\'name\': u\'STP_CODE\', u\'type\': u\'string\', u\'format\': u\'default\'},{u\'title\': u\'Primary Care Organisation Name\',u\'description\': u\'An NHS organisation that commissions or provides care services involving prescriptions that are dispensed in the community. For example: a Clinical Commissioning Group (CCG), an NHS Trust.\',u\'name\': u\'PCO_NAME\', u\'type\': u\'string\', u\'format\': u\'default\'},{u\'title\': u\'Primary Care Organisation Code\',u\'description\': u\'The unique code used to refer to a Primary Care Organisation.\',u\'name\': u\'PCO_CODE\', u\'type\': u\'string\', u\'format\': u\'default\'},{u\'title\': u\'Practice Name\',u\'description\': u\'The name of an organisation that employs one or more prescribers who issue prescriptions that may be dispensed in the community. For example:a GP Practice, an Out-of-Hours service, a hospital department within an NHS Trust.\',u\'name\': u\'PRACTICE_NAME\', u\'type\': u\'string\', u\'format\': u\'default\'},{u\'title\': u\'Practice Code\',u\'description\': u\'The unique code used to refer to a Practice.\',u\'name\': u\'PRACTICE_CODE\', u\'type\': u\'string\', u\'format\': u\'default\'},{u\'title\': u\'Address Field 1\',u\'description\': u\'The Address used by a Practice. This data is supplied by Primary Care Support England (PSCE), NHS England Area Teams or the Clinical Commissioning Group, whenever a new practice is opened or if a change of details is required.\',u\'name\': u\'ADDRESS_1\', u\'type\': u\'string\', u\'format\': u\'default\'},{u\'title\': u\'Address Field 2\',u\'description\': u\'The Address used by a Practice. This data is supplied by Primary Care Support England (PSCE), NHS England Area Teams or the Clinical Commissioning Group, whenever a new practice is opened or if a change of details is required.\',u\'name\': u\'ADDRESS_2\', u\'type\': u\'string\', u\'format\': u\'default\'},{u\'title\': u\'Address Field 3\',u\'description\': u\'The Address used by a Practice. This data is supplied by Primary Care Support England (PSCE), NHS England Area Teams or the Clinical Commissioning Group, whenever a new practice is opened or if a change of details is required.\',u\'name\': u\'ADDRESS_3\', u\'type\': u\'string\', u\'format\': u\'default\'},{u\'title\': u\'Address Field 4\',u\'description\': u\'The Address used by a Practice. This data is supplied by Primary Care Support England (PSCE), NHS England Area Teams or the Clinical Commissioning Group, whenever a new practice is opened or if a change of details is required.\',u\'name\': u\'ADDRESS_4\', u\'type\': u\'string\', u\'format\': u\'default\'},{u\'title\': u\'Post Code\',u\'description\': u\'The Address used by a Practice. This data is supplied by Primary Care Support England (PSCE), NHS England Area Teams or the Clinical Commissioning Group, whenever a new practice is opened or if a change of details is required.\',u\'name\': u\'POSTCODE\', u\'type\': u\'string\', u\'format\': u\'default\'},{u\'title\': u\'British National Formulary (BNF) Chemical Substance Code\',u\'description\': u\'A unique code used to refer to a BNF Chemical Substance.For example, 0501013B0\',u\'name\': u\'BNF_CHEMICAL_SUBSTANCE\', u\'type\': u\'string\', u\'format\': u\'default\'},{u\'title\': u\'British National Formulary (BNF) Chemical Substance Description\',u\'description\': u\'The name of the main active ingredient in a drug or the type of an appliance. Determined by the British National Formulatory (BNF) for drugs, or the NHS BSA for appliances. For example, Amoxicillin\',u\'name\': u\'CHEMICAL_SUBSTANCE_BNF_DESCR\', u\'type\': u\'string\', u\'format\': u\'default\'},{u\'title\': u\'British National Formulary (BNF) Code\',u\'description\': u\'The unique code used to refer to a BNF Presentation. For example, 0501013B0AAABAB\',u\'name\': u\'BNF_CODE\', u\'type\': u\'string\', u\'format\': u\'default\'},{u\'title\': u\'British National Formulary (BNF) Description\',u\'description\': u\'The name given to the specific type, strength, and formulation of a drug; or, the specific type of an appliance. For example, Amoxicillin 500mg capsules\',u\'name\': u\'BNF_DESCRIPTION\', u\'type\': u\'string\', u\'format\': u\'default\'},{u\'title\': u\'British National Formulary (BNF) Description\',u\'description\': u\'The name given to a British National Formulatory (BNF) Chapter that includes the prescribed product. Includes the numerical code used to refer to the chapter.For example, 05: Infections\',u\'name\': u\'BNF_CHAPTER_PLUS_CODE\', u\'type\': u\'string\', u\'format\': u\'default\'},{u\'title\': u\'Quantity\',u\'description\': u\'The quantity of a medicine, dressing or appliance for which an individual item was prescribed and dispensed, for each BNF Presentation. This represents a pseudo pack size, to illustrate the typical range of prescribed quantities of a given presentation. For example, a quantity of 28 for Amoxicillin 500mg capsules means that the pack size dispensed was 28 capsules.\',u\'name\': u\'QUANTITY\', u\'type\': u\'number\', u\'format\': u\'default\'},{u\'title\': u\'Items\',u\'description\': u\'The number of times a product appears on a prescription form. Prescription forms include both paper prescriptions and electronic messages.\',u\'name\': u\'ITEMS\', u\'type\': u\'number\', u\'format\': u\'default\'},{u\'title\': u\'Total Quantity\',u\'description\': u\'The total quantity of a drug or appliance that was prescribed.This is calculated by multiplying Quantity by Items. For example, if 2 items of Amoxicillin 500mg capsules with a quantity of 28 were prescribed, total quantity will be 56.\',u\'name\': u\'TOTAL_QUANTITY\', u\'type\': u\'number\', u\'format\': u\'default\'},{u\'title\': u\'Average Daily Quantity (ADQ)\',u\'description\': u\'Average Daily Quantity (ADQ) is the typical daily dose of a medication, prescribed to adult patients by GP Practices.This field shows the quantity prescribed multiplied by the strength, which is then divided by the Average Daily Quantity value.\',u\'name\': u\'ADQUSAGE\', u\'type\': u\'number\', u\'format\': u\'default\'},{u\'title\': u\'Net Ingredient Cost (NIC)\',u\'description\': u\'In GBP. The amount that would be paid using the basic price of the prescribed drug or appliance and the quantity prescribed.Sometimes called the "Net Ingredient Cost" (NIC).The basic price is given either in the Drug Tariff or is determined from prices published by manufacturers, wholesalers or suppliers. Basic price is set out in Parts 8 and 9 of the Drug Tariff. For any drugs or appliances not in Part 8, the price is usually taken from the manufacturer, wholesaler or supplier of the product.\',u\'name\': u\'NIC\', u\'type\': u\'number\', u\'format\': u\'default\'},{u\'title\': u\'Actual Cost\',u\'description\': u\'In GBP. The basic cost after adjustment for the national average discount and some payments to the dispenser.See notes for details of the calculation. The calculation is:Net Ingredient Cost - National Average Discount Percentage + (payment for consumables + out of pocket expenses + payment for containers)\',u\'name\': u\'ACTUAL_COST\', u\'type\': u\'number\', u\'format\': u\'default\'},{u\'title\': u\'Unidentified\',u\'description\': u\'This field shows data from prescription forms that could not be allocated to a Practice. Please see the guidance notes for a more detailed explanation of this field, and its uses.\',u\'name\': u\'UNIDENTIFIED\', u\'type\': u\'string\', u\'format\': u\'default\'},{u\'title\': u\'Presentation SNOMED code\',u\'description\': u\'A SNOMED CT (Systemised Nomenclature of Medicine Clinical Terms) is a clinical vocabulary readable by computers. The SNOMED code contained within the data is a unique identifier for each Medicinal Product (both VMP and AMP level). The identifier will not be re-used and or allocated to another presentation.\',u\'name\': u\'SNOMED_CODE\', u\'type\': u\'number\', u\'format\': u\'default\'}], u\'missingValues\': [u\'\']}', 'bq_table_name': 'EPD_SNOMED_202011', 'hash': '6552429217c522b33a7b05cb96bac5c71c4c6e5ce58277687847bdc4425fe8e1', 'description': '', 'format': 'CSV', 'mimetype_inner': None, 'url_type': 'upload', 'mimetype': 'text/csv', 'cache_url': None, 'name': 'EPD_SNOMED_202011', 'created': '2021-06-25T17:39:43.777420', 'url': 'https://opendata.nhsbsa.net/dataset/906115a6-4155-44be-8b81-f8e83cebfb84/resource/e4e5508c-3f9e-4676-b5bb-e126ef724060/download/epd_snomed_202011.csv', 'last_modified': '2021-06-25T17:39:43.486899', 'position': 0, 'revision_id': 'aed266fd-d148-4149-ac32-1063af92a5e4', 'resource_type': None}, {'cache_last_updated': None, 'package_id': '906115a6-4155-44be-8b81-f8e83cebfb84', 'datastore_active': 'true', 'id': 'd5c1c25a-d589-42d6-a97d-50a970ba757f', 'size': 6622528548, 'title': 'English Prescribing Dataset (EPD) with SNOMED code - Dec 2020', 'restricted': '{level: public}', 'encoding': 'utf8', 'state': 'active', 'sha256': '9ad8df7bd132427faf6c0bba903c88b3c046f62b5d7c9f50bbbd19a099d7790e', 'zip_url': 'https://83025b28472d6aa2bf5ae59f3724aa78.eu.r2.cloudflarestorage.com/dx-nhs-production/DATOPIAN_DATA/EPD_SNOMED_202012.ZIP?response-content-disposition=filename%3DEPD_SNOMED_202012.ZIP&X-Amz-Algorithm=AWS4-HMAC-SHA256&X-Amz-Expires=3600&X-Amz-Credential=d1d532dd4244a61845b7ea3d94bcd4d9%2F20240528%2Fus-east-1%2Fs3%2Faws4_request&X-Amz-SignedHeaders=host&X-Amz-Date=20240528T140339Z&X-Amz-Signature=12dfcf6dc226cfdeac015901052f942efc5a0a433c191453628ea9e7bf240857', 'lfs_prefix': 'experimental-data-sets/english-prescribing-dataset-epd-with-snomed-code', 'schema': '{u\'fields\': [{u\'title\': u\'Year and Month as YYYYMM\',u\'description\': u\'Example: 201401\',u\'name\': u\'YEAR_MONTH\', u\'type\': u\'number\', u\'format\': u\'default\'},{u\'title\': u\'Regional Office Name\',u\'description\': u\'The name given to a geographical region by NHS England. Each region supports local systems to provide more joined up and care for patients.\',u\'name\': u\'REGIONAL_OFFICE_NAME\', u\'type\': u\'string\', u\'format\': u\'default\'},{u\'title\': u\'Regional Office Code\',u\'description\': u\'The unique code used to refer to a Regional Office.\',u\'name\': u\'REGIONAL_OFFICE_CODE\', u\'type\': u\'string\', u\'format\': u\'default\'},{u\'title\': u\'STP Name\',u\'description\': u\'The name given to a geographical area by NHS England that is a smaller division of a Region. STP stands for Sustainability and Transformation Partnership\',u\'name\': u\'STP_NAME\', u\'type\': u\'string\', u\'format\': u\'default\'},{u\'title\': u\'STP Code\',u\'description\': u\'The unique code used to refer to an STP. STP stands for Sustainability and Transformation Partnership.\',u\'name\': u\'STP_CODE\', u\'type\': u\'string\', u\'format\': u\'default\'},{u\'title\': u\'Primary Care Organisation Name\',u\'description\': u\'An NHS organisation that commissions or provides care services involving prescriptions that are dispensed in the community. For example: a Clinical Commissioning Group (CCG), an NHS Trust.\',u\'name\': u\'PCO_NAME\', u\'type\': u\'string\', u\'format\': u\'default\'},{u\'title\': u\'Primary Care Organisation Code\',u\'description\': u\'The unique code used to refer to a Primary Care Organisation.\',u\'name\': u\'PCO_CODE\', u\'type\': u\'string\', u\'format\': u\'default\'},{u\'title\': u\'Practice Name\',u\'description\': u\'The name of an organisation that employs one or more prescribers who issue prescriptions that may be dispensed in the community. For example:a GP Practice, an Out-of-Hours service, a hospital department within an NHS Trust.\',u\'name\': u\'PRACTICE_NAME\', u\'type\': u\'string\', u\'format\': u\'default\'},{u\'title\': u\'Practice Code\',u\'description\': u\'The unique code used to refer to a Practice.\',u\'name\': u\'PRACTICE_CODE\', u\'type\': u\'string\', u\'format\': u\'default\'},{u\'title\': u\'Address Field 1\',u\'description\': u\'The Address used by a Practice. This data is supplied by Primary Care Support England (PSCE), NHS England Area Teams or the Clinical Commissioning Group, whenever a new practice is opened or if a change of details is required.\',u\'name\': u\'ADDRESS_1\', u\'type\': u\'string\', u\'format\': u\'default\'},{u\'title\': u\'Address Field 2\',u\'description\': u\'The Address used by a Practice. This data is supplied by Primary Care Support England (PSCE), NHS England Area Teams or the Clinical Commissioning Group, whenever a new practice is opened or if a change of details is required.\',u\'name\': u\'ADDRESS_2\', u\'type\': u\'string\', u\'format\': u\'default\'},{u\'title\': u\'Address Field 3\',u\'description\': u\'The Address used by a Practice. This data is supplied by Primary Care Support England (PSCE), NHS England Area Teams or the Clinical Commissioning Group, whenever a new practice is opened or if a change of details is required.\',u\'name\': u\'ADDRESS_3\', u\'type\': u\'string\', u\'format\': u\'default\'},{u\'title\': u\'Address Field 4\',u\'description\': u\'The Address used by a Practice. This data is supplied by Primary Care Support England (PSCE), NHS England Area Teams or the Clinical Commissioning Group, whenever a new practice is opened or if a change of details is required.\',u\'name\': u\'ADDRESS_4\', u\'type\': u\'string\', u\'format\': u\'default\'},{u\'title\': u\'Post Code\',u\'description\': u\'The Address used by a Practice. This data is supplied by Primary Care Support England (PSCE), NHS England Area Teams or the Clinical Commissioning Group, whenever a new practice is opened or if a change of details is required.\',u\'name\': u\'POSTCODE\', u\'type\': u\'string\', u\'format\': u\'default\'},{u\'title\': u\'British National Formulary (BNF) Chemical Substance Code\',u\'description\': u\'A unique code used to refer to a BNF Chemical Substance.For example, 0501013B0\',u\'name\': u\'BNF_CHEMICAL_SUBSTANCE\', u\'type\': u\'string\', u\'format\': u\'default\'},{u\'title\': u\'British National Formulary (BNF) Chemical Substance Description\',u\'description\': u\'The name of the main active ingredient in a drug or the type of an appliance. Determined by the British National Formulatory (BNF) for drugs, or the NHS BSA for appliances. For example, Amoxicillin\',u\'name\': u\'CHEMICAL_SUBSTANCE_BNF_DESCR\', u\'type\': u\'string\', u\'format\': u\'default\'},{u\'title\': u\'British National Formulary (BNF) Code\',u\'description\': u\'The unique code used to refer to a BNF Presentation. For example, 0501013B0AAABAB\',u\'name\': u\'BNF_CODE\', u\'type\': u\'string\', u\'format\': u\'default\'},{u\'title\': u\'British National Formulary (BNF) Description\',u\'description\': u\'The name given to the specific type, strength, and formulation of a drug; or, the specific type of an appliance. For example, Amoxicillin 500mg capsules\',u\'name\': u\'BNF_DESCRIPTION\', u\'type\': u\'string\', u\'format\': u\'default\'},{u\'title\': u\'British National Formulary (BNF) Description\',u\'description\': u\'The name given to a British National Formulatory (BNF) Chapter that includes the prescribed product. Includes the numerical code used to refer to the chapter.For example, 05: Infections\',u\'name\': u\'BNF_CHAPTER_PLUS_CODE\', u\'type\': u\'string\', u\'format\': u\'default\'},{u\'title\': u\'Quantity\',u\'description\': u\'The quantity of a medicine, dressing or appliance for which an individual item was prescribed and dispensed, for each BNF Presentation. This represents a pseudo pack size, to illustrate the typical range of prescribed quantities of a given presentation. For example, a quantity of 28 for Amoxicillin 500mg capsules means that the pack size dispensed was 28 capsules.\',u\'name\': u\'QUANTITY\', u\'type\': u\'number\', u\'format\': u\'default\'},{u\'title\': u\'Items\',u\'description\': u\'The number of times a product appears on a prescription form. Prescription forms include both paper prescriptions and electronic messages.\',u\'name\': u\'ITEMS\', u\'type\': u\'number\', u\'format\': u\'default\'},{u\'title\': u\'Total Quantity\',u\'description\': u\'The total quantity of a drug or appliance that was prescribed.This is calculated by multiplying Quantity by Items. For example, if 2 items of Amoxicillin 500mg capsules with a quantity of 28 were prescribed, total quantity will be 56.\',u\'name\': u\'TOTAL_QUANTITY\', u\'type\': u\'number\', u\'format\': u\'default\'},{u\'title\': u\'Average Daily Quantity (ADQ)\',u\'description\': u\'Average Daily Quantity (ADQ) is the typical daily dose of a medication, prescribed to adult patients by GP Practices.This field shows the quantity prescribed multiplied by the strength, which is then divided by the Average Daily Quantity value.\',u\'name\': u\'ADQUSAGE\', u\'type\': u\'number\', u\'format\': u\'default\'},{u\'title\': u\'Net Ingredient Cost (NIC)\',u\'description\': u\'In GBP. The amount that would be paid using the basic price of the prescribed drug or appliance and the quantity prescribed.Sometimes called the "Net Ingredient Cost" (NIC).The basic price is given either in the Drug Tariff or is determined from prices published by manufacturers, wholesalers or suppliers. Basic price is set out in Parts 8 and 9 of the Drug Tariff. For any drugs or appliances not in Part 8, the price is usually taken from the manufacturer, wholesaler or supplier of the product.\',u\'name\': u\'NIC\', u\'type\': u\'number\', u\'format\': u\'default\'},{u\'title\': u\'Actual Cost\',u\'description\': u\'In GBP. The basic cost after adjustment for the national average discount and some payments to the dispenser.See notes for details of the calculation. The calculation is:Net Ingredient Cost - National Average Discount Percentage + (payment for consumables + out of pocket expenses + payment for containers)\',u\'name\': u\'ACTUAL_COST\', u\'type\': u\'number\', u\'format\': u\'default\'},{u\'title\': u\'Unidentified\',u\'description\': u\'This field shows data from prescription forms that could not be allocated to a Practice. Please see the guidance notes for a more detailed explanation of this field, and its uses.\',u\'name\': u\'UNIDENTIFIED\', u\'type\': u\'string\', u\'format\': u\'default\'},{u\'title\': u\'Presentation SNOMED code\',u\'description\': u\'A SNOMED CT (Systemised Nomenclature of Medicine Clinical Terms) is a clinical vocabulary readable by computers. The SNOMED code contained within the data is a unique identifier for each Medicinal Product (both VMP and AMP level). The identifier will not be re-used and or allocated to another presentation.\',u\'name\': u\'SNOMED_CODE\', u\'type\': u\'number\', u\'format\': u\'default\'}], u\'missingValues\': [u\'\']}', 'bq_table_name': 'EPD_SNOMED_202012', 'hash': '9ad8df7bd132427faf6c0bba903c88b3c046f62b5d7c9f50bbbd19a099d7790e', 'description': '', 'format': 'CSV', 'mimetype_inner': None, 'url_type': 'upload', 'mimetype': 'text/csv', 'cache_url': None, 'name': 'EPD_SNOMED_202012', 'created': '2021-06-25T18:55:34.372795', 'url': 'https://opendata.nhsbsa.net/dataset/906115a6-4155-44be-8b81-f8e83cebfb84/resource/d5c1c25a-d589-42d6-a97d-50a970ba757f/download/epd_snomed_202012.csv', 'last_modified': '2021-06-25T18:55:34.293934', 'position': 1, 'revision_id': 'aed266fd-d148-4149-ac32-1063af92a5e4', 'resource_type': None}, {'cache_last_updated': None, 'package_id': '906115a6-4155-44be-8b81-f8e83cebfb84', 'datastore_active': 'true', 'id': '5886c8f1-700b-4895-8eb9-d57ff440f094', 'size': 6487610676, 'title': 'English Prescribing Dataset (EPD) with SNOMED code - Jan 2021', 'restricted': '{level: public}', 'encoding': 'utf8', 'state': 'active', 'sha256': '550de70703d0416a2cc6e2cbfba20c3426e14cc2b6ace959aad3f9be8619b3ef', 'zip_url': 'https://83025b28472d6aa2bf5ae59f3724aa78.eu.r2.cloudflarestorage.com/dx-nhs-production/DATOPIAN_DATA/EPD_SNOMED_202101.ZIP?response-content-disposition=filename%3DEPD_SNOMED_202101.ZIP&X-Amz-Algorithm=AWS4-HMAC-SHA256&X-Amz-Expires=3600&X-Amz-Credential=d1d532dd4244a61845b7ea3d94bcd4d9%2F20240528%2Fus-east-1%2Fs3%2Faws4_request&X-Amz-SignedHeaders=host&X-Amz-Date=20240528T140339Z&X-Amz-Signature=4388fe4bb0e30de33c173710a2b32f4dbb600f6438e8c0a8b30b3a55418b8d63', 'lfs_prefix': 'experimental-data-sets/english-prescribing-dataset-epd-with-snomed-code', 'schema': '{u\'fields\': [{u\'title\': u\'Year and Month as YYYYMM\',u\'description\': u\'Example: 201401\',u\'name\': u\'YEAR_MONTH\', u\'type\': u\'number\', u\'format\': u\'default\'},{u\'title\': u\'Regional Office Name\',u\'description\': u\'The name given to a geographical region by NHS England. Each region supports local systems to provide more joined up and care for patients.\',u\'name\': u\'REGIONAL_OFFICE_NAME\', u\'type\': u\'string\', u\'format\': u\'default\'},{u\'title\': u\'Regional Office Code\',u\'description\': u\'The unique code used to refer to a Regional Office.\',u\'name\': u\'REGIONAL_OFFICE_CODE\', u\'type\': u\'string\', u\'format\': u\'default\'},{u\'title\': u\'STP Name\',u\'description\': u\'The name given to a geographical area by NHS England that is a smaller division of a Region. STP stands for Sustainability and Transformation Partnership\',u\'name\': u\'STP_NAME\', u\'type\': u\'string\', u\'format\': u\'default\'},{u\'title\': u\'STP Code\',u\'description\': u\'The unique code used to refer to an STP. STP stands for Sustainability and Transformation Partnership.\',u\'name\': u\'STP_CODE\', u\'type\': u\'string\', u\'format\': u\'default\'},{u\'title\': u\'Primary Care Organisation Name\',u\'description\': u\'An NHS organisation that commissions or provides care services involving prescriptions that are dispensed in the community. For example: a Clinical Commissioning Group (CCG), an NHS Trust.\',u\'name\': u\'PCO_NAME\', u\'type\': u\'string\', u\'format\': u\'default\'},{u\'title\': u\'Primary Care Organisation Code\',u\'description\': u\'The unique code used to refer to a Primary Care Organisation.\',u\'name\': u\'PCO_CODE\', u\'type\': u\'string\', u\'format\': u\'default\'},{u\'title\': u\'Practice Name\',u\'description\': u\'The name of an organisation that employs one or more prescribers who issue prescriptions that may be dispensed in the community. For example:a GP Practice, an Out-of-Hours service, a hospital department within an NHS Trust.\',u\'name\': u\'PRACTICE_NAME\', u\'type\': u\'string\', u\'format\': u\'default\'},{u\'title\': u\'Practice Code\',u\'description\': u\'The unique code used to refer to a Practice.\',u\'name\': u\'PRACTICE_CODE\', u\'type\': u\'string\', u\'format\': u\'default\'},{u\'title\': u\'Address Field 1\',u\'description\': u\'The Address used by a Practice. This data is supplied by Primary Care Support England (PSCE), NHS England Area Teams or the Clinical Commissioning Group, whenever a new practice is opened or if a change of details is required.\',u\'name\': u\'ADDRESS_1\', u\'type\': u\'string\', u\'format\': u\'default\'},{u\'title\': u\'Address Field 2\',u\'description\': u\'The Address used by a Practice. This data is supplied by Primary Care Support England (PSCE), NHS England Area Teams or the Clinical Commissioning Group, whenever a new practice is opened or if a change of details is required.\',u\'name\': u\'ADDRESS_2\', u\'type\': u\'string\', u\'format\': u\'default\'},{u\'title\': u\'Address Field 3\',u\'description\': u\'The Address used by a Practice. This data is supplied by Primary Care Support England (PSCE), NHS England Area Teams or the Clinical Commissioning Group, whenever a new practice is opened or if a change of details is required.\',u\'name\': u\'ADDRESS_3\', u\'type\': u\'string\', u\'format\': u\'default\'},{u\'title\': u\'Address Field 4\',u\'description\': u\'The Address used by a Practice. This data is supplied by Primary Care Support England (PSCE), NHS England Area Teams or the Clinical Commissioning Group, whenever a new practice is opened or if a change of details is required.\',u\'name\': u\'ADDRESS_4\', u\'type\': u\'string\', u\'format\': u\'default\'},{u\'title\': u\'Post Code\',u\'description\': u\'The Address used by a Practice. This data is supplied by Primary Care Support England (PSCE), NHS England Area Teams or the Clinical Commissioning Group, whenever a new practice is opened or if a change of details is required.\',u\'name\': u\'POSTCODE\', u\'type\': u\'string\', u\'format\': u\'default\'},{u\'title\': u\'British National Formulary (BNF) Chemical Substance Code\',u\'description\': u\'A unique code used to refer to a BNF Chemical Substance.For example, 0501013B0\',u\'name\': u\'BNF_CHEMICAL_SUBSTANCE\', u\'type\': u\'string\', u\'format\': u\'default\'},{u\'title\': u\'British National Formulary (BNF) Chemical Substance Description\',u\'description\': u\'The name of the main active ingredient in a drug or the type of an appliance. Determined by the British National Formulatory (BNF) for drugs, or the NHS BSA for appliances. For example, Amoxicillin\',u\'name\': u\'CHEMICAL_SUBSTANCE_BNF_DESCR\', u\'type\': u\'string\', u\'format\': u\'default\'},{u\'title\': u\'British National Formulary (BNF) Code\',u\'description\': u\'The unique code used to refer to a BNF Presentation. For example, 0501013B0AAABAB\',u\'name\': u\'BNF_CODE\', u\'type\': u\'string\', u\'format\': u\'default\'},{u\'title\': u\'British National Formulary (BNF) Description\',u\'description\': u\'The name given to the specific type, strength, and formulation of a drug; or, the specific type of an appliance. For example, Amoxicillin 500mg capsules\',u\'name\': u\'BNF_DESCRIPTION\', u\'type\': u\'string\', u\'format\': u\'default\'},{u\'title\': u\'British National Formulary (BNF) Description\',u\'description\': u\'The name given to a British National Formulatory (BNF) Chapter that includes the prescribed product. Includes the numerical code used to refer to the chapter.For example, 05: Infections\',u\'name\': u\'BNF_CHAPTER_PLUS_CODE\', u\'type\': u\'string\', u\'format\': u\'default\'},{u\'title\': u\'Quantity\',u\'description\': u\'The quantity of a medicine, dressing or appliance for which an individual item was prescribed and dispensed, for each BNF Presentation. This represents a pseudo pack size, to illustrate the typical range of prescribed quantities of a given presentation. For example, a quantity of 28 for Amoxicillin 500mg capsules means that the pack size dispensed was 28 capsules.\',u\'name\': u\'QUANTITY\', u\'type\': u\'number\', u\'format\': u\'default\'},{u\'title\': u\'Items\',u\'description\': u\'The number of times a product appears on a prescription form. Prescription forms include both paper prescriptions and electronic messages.\',u\'name\': u\'ITEMS\', u\'type\': u\'number\', u\'format\': u\'default\'},{u\'title\': u\'Total Quantity\',u\'description\': u\'The total quantity of a drug or appliance that was prescribed.This is calculated by multiplying Quantity by Items. For example, if 2 items of Amoxicillin 500mg capsules with a quantity of 28 were prescribed, total quantity will be 56.\',u\'name\': u\'TOTAL_QUANTITY\', u\'type\': u\'number\', u\'format\': u\'default\'},{u\'title\': u\'Average Daily Quantity (ADQ)\',u\'description\': u\'Average Daily Quantity (ADQ) is the typical daily dose of a medication, prescribed to adult patients by GP Practices.This field shows the quantity prescribed multiplied by the strength, which is then divided by the Average Daily Quantity value.\',u\'name\': u\'ADQUSAGE\', u\'type\': u\'number\', u\'format\': u\'default\'},{u\'title\': u\'Net Ingredient Cost (NIC)\',u\'description\': u\'In GBP. The amount that would be paid using the basic price of the prescribed drug or appliance and the quantity prescribed.Sometimes called the "Net Ingredient Cost" (NIC).The basic price is given either in the Drug Tariff or is determined from prices published by manufacturers, wholesalers or suppliers. Basic price is set out in Parts 8 and 9 of the Drug Tariff. For any drugs or appliances not in Part 8, the price is usually taken from the manufacturer, wholesaler or supplier of the product.\',u\'name\': u\'NIC\', u\'type\': u\'number\', u\'format\': u\'default\'},{u\'title\': u\'Actual Cost\',u\'description\': u\'In GBP. The basic cost after adjustment for the national average discount and some payments to the dispenser.See notes for details of the calculation. The calculation is:Net Ingredient Cost - National Average Discount Percentage + (payment for consumables + out of pocket expenses + payment for containers)\',u\'name\': u\'ACTUAL_COST\', u\'type\': u\'number\', u\'format\': u\'default\'},{u\'title\': u\'Unidentified\',u\'description\': u\'This field shows data from prescription forms that could not be allocated to a Practice. Please see the guidance notes for a more detailed explanation of this field, and its uses.\',u\'name\': u\'UNIDENTIFIED\', u\'type\': u\'string\', u\'format\': u\'default\'},{u\'title\': u\'Presentation SNOMED code\',u\'description\': u\'A SNOMED CT (Systemised Nomenclature of Medicine Clinical Terms) is a clinical vocabulary readable by computers. The SNOMED code contained within the data is a unique identifier for each Medicinal Product (both VMP and AMP level). The identifier will not be re-used and or allocated to another presentation.\',u\'name\': u\'SNOMED_CODE\', u\'type\': u\'number\', u\'format\': u\'default\'}], u\'missingValues\': [u\'\']}', 'bq_table_name': 'EPD_SNOMED_202101', 'hash': '550de70703d0416a2cc6e2cbfba20c3426e14cc2b6ace959aad3f9be8619b3ef', 'description': '', 'format': 'CSV', 'mimetype_inner': None, 'url_type': 'upload', 'mimetype': 'text/csv', 'cache_url': None, 'name': 'EPD_SNOMED_202101', 'created': '2021-06-25T19:57:46.143034', 'url': 'https://opendata.nhsbsa.net/dataset/906115a6-4155-44be-8b81-f8e83cebfb84/resource/5886c8f1-700b-4895-8eb9-d57ff440f094/download/epd_snomed_202101.csv', 'last_modified': '2021-06-25T19:57:45.185854', 'position': 2, 'revision_id': 'aed266fd-d148-4149-ac32-1063af92a5e4', 'resource_type': None}, {'cache_last_updated': None, 'package_id': '906115a6-4155-44be-8b81-f8e83cebfb84', 'datastore_active': 'true', 'id': 'cbfbedb0-7001-4031-9d60-1ceca9e13779', 'size': 6317101619, 'title': 'English Prescribing Dataset (EPD) with SNOMED code - Feb 2021', 'restricted': '{level: public}', 'encoding': 'utf8', 'state': 'active', 'sha256': '2a77c5d79a68b95b283972ac03f5ef8a9e0d35b1815eb52208ef9d5874414534', 'zip_url': 'https://83025b28472d6aa2bf5ae59f3724aa78.eu.r2.cloudflarestorage.com/dx-nhs-production/DATOPIAN_DATA/EPD_SNOMED_202102.ZIP?response-content-disposition=filename%3DEPD_SNOMED_202102.ZIP&X-Amz-Algorithm=AWS4-HMAC-SHA256&X-Amz-Expires=3600&X-Amz-Credential=d1d532dd4244a61845b7ea3d94bcd4d9%2F20240528%2Fus-east-1%2Fs3%2Faws4_request&X-Amz-SignedHeaders=host&X-Amz-Date=20240528T140339Z&X-Amz-Signature=1bdd11d8719fae1bb1fb7a8f5a702d944503fb0651ffb7fb998764c4c70c088e', 'lfs_prefix': 'experimental-data-sets/english-prescribing-dataset-epd-with-snomed-code', 'schema': '{u\'fields\': [{u\'title\': u\'Year and Month as YYYYMM\',u\'description\': u\'Example: 201401\',u\'name\': u\'YEAR_MONTH\', u\'type\': u\'number\', u\'format\': u\'default\'},{u\'title\': u\'Regional Office Name\',u\'description\': u\'The name given to a geographical region by NHS England. Each region supports local systems to provide more joined up and care for patients.\',u\'name\': u\'REGIONAL_OFFICE_NAME\', u\'type\': u\'string\', u\'format\': u\'default\'},{u\'title\': u\'Regional Office Code\',u\'description\': u\'The unique code used to refer to a Regional Office.\',u\'name\': u\'REGIONAL_OFFICE_CODE\', u\'type\': u\'string\', u\'format\': u\'default\'},{u\'title\': u\'STP Name\',u\'description\': u\'The name given to a geographical area by NHS England that is a smaller division of a Region. STP stands for Sustainability and Transformation Partnership\',u\'name\': u\'STP_NAME\', u\'type\': u\'string\', u\'format\': u\'default\'},{u\'title\': u\'STP Code\',u\'description\': u\'The unique code used to refer to an STP. STP stands for Sustainability and Transformation Partnership.\',u\'name\': u\'STP_CODE\', u\'type\': u\'string\', u\'format\': u\'default\'},{u\'title\': u\'Primary Care Organisation Name\',u\'description\': u\'An NHS organisation that commissions or provides care services involving prescriptions that are dispensed in the community. For example: a Clinical Commissioning Group (CCG), an NHS Trust.\',u\'name\': u\'PCO_NAME\', u\'type\': u\'string\', u\'format\': u\'default\'},{u\'title\': u\'Primary Care Organisation Code\',u\'description\': u\'The unique code used to refer to a Primary Care Organisation.\',u\'name\': u\'PCO_CODE\', u\'type\': u\'string\', u\'format\': u\'default\'},{u\'title\': u\'Practice Name\',u\'description\': u\'The name of an organisation that employs one or more prescribers who issue prescriptions that may be dispensed in the community. For example:a GP Practice, an Out-of-Hours service, a hospital department within an NHS Trust.\',u\'name\': u\'PRACTICE_NAME\', u\'type\': u\'string\', u\'format\': u\'default\'},{u\'title\': u\'Practice Code\',u\'description\': u\'The unique code used to refer to a Practice.\',u\'name\': u\'PRACTICE_CODE\', u\'type\': u\'string\', u\'format\': u\'default\'},{u\'title\': u\'Address Field 1\',u\'description\': u\'The Address used by a Practice. This data is supplied by Primary Care Support England (PSCE), NHS England Area Teams or the Clinical Commissioning Group, whenever a new practice is opened or if a change of details is required.\',u\'name\': u\'ADDRESS_1\', u\'type\': u\'string\', u\'format\': u\'default\'},{u\'title\': u\'Address Field 2\',u\'description\': u\'The Address used by a Practice. This data is supplied by Primary Care Support England (PSCE), NHS England Area Teams or the Clinical Commissioning Group, whenever a new practice is opened or if a change of details is required.\',u\'name\': u\'ADDRESS_2\', u\'type\': u\'string\', u\'format\': u\'default\'},{u\'title\': u\'Address Field 3\',u\'description\': u\'The Address used by a Practice. This data is supplied by Primary Care Support England (PSCE), NHS England Area Teams or the Clinical Commissioning Group, whenever a new practice is opened or if a change of details is required.\',u\'name\': u\'ADDRESS_3\', u\'type\': u\'string\', u\'format\': u\'default\'},{u\'title\': u\'Address Field 4\',u\'description\': u\'The Address used by a Practice. This data is supplied by Primary Care Support England (PSCE), NHS England Area Teams or the Clinical Commissioning Group, whenever a new practice is opened or if a change of details is required.\',u\'name\': u\'ADDRESS_4\', u\'type\': u\'string\', u\'format\': u\'default\'},{u\'title\': u\'Post Code\',u\'description\': u\'The Address used by a Practice. This data is supplied by Primary Care Support England (PSCE), NHS England Area Teams or the Clinical Commissioning Group, whenever a new practice is opened or if a change of details is required.\',u\'name\': u\'POSTCODE\', u\'type\': u\'string\', u\'format\': u\'default\'},{u\'title\': u\'British National Formulary (BNF) Chemical Substance Code\',u\'description\': u\'A unique code used to refer to a BNF Chemical Substance.For example, 0501013B0\',u\'name\': u\'BNF_CHEMICAL_SUBSTANCE\', u\'type\': u\'string\', u\'format\': u\'default\'},{u\'title\': u\'British National Formulary (BNF) Chemical Substance Description\',u\'description\': u\'The name of the main active ingredient in a drug or the type of an appliance. Determined by the British National Formulatory (BNF) for drugs, or the NHS BSA for appliances. For example, Amoxicillin\',u\'name\': u\'CHEMICAL_SUBSTANCE_BNF_DESCR\', u\'type\': u\'string\', u\'format\': u\'default\'},{u\'title\': u\'British National Formulary (BNF) Code\',u\'description\': u\'The unique code used to refer to a BNF Presentation. For example, 0501013B0AAABAB\',u\'name\': u\'BNF_CODE\', u\'type\': u\'string\', u\'format\': u\'default\'},{u\'title\': u\'British National Formulary (BNF) Description\',u\'description\': u\'The name given to the specific type, strength, and formulation of a drug; or, the specific type of an appliance. For example, Amoxicillin 500mg capsules\',u\'name\': u\'BNF_DESCRIPTION\', u\'type\': u\'string\', u\'format\': u\'default\'},{u\'title\': u\'British National Formulary (BNF) Description\',u\'description\': u\'The name given to a British National Formulatory (BNF) Chapter that includes the prescribed product. Includes the numerical code used to refer to the chapter.For example, 05: Infections\',u\'name\': u\'BNF_CHAPTER_PLUS_CODE\', u\'type\': u\'string\', u\'format\': u\'default\'},{u\'title\': u\'Quantity\',u\'description\': u\'The quantity of a medicine, dressing or appliance for which an individual item was prescribed and dispensed, for each BNF Presentation. This represents a pseudo pack size, to illustrate the typical range of prescribed quantities of a given presentation. For example, a quantity of 28 for Amoxicillin 500mg capsules means that the pack size dispensed was 28 capsules.\',u\'name\': u\'QUANTITY\', u\'type\': u\'number\', u\'format\': u\'default\'},{u\'title\': u\'Items\',u\'description\': u\'The number of times a product appears on a prescription form. Prescription forms include both paper prescriptions and electronic messages.\',u\'name\': u\'ITEMS\', u\'type\': u\'number\', u\'format\': u\'default\'},{u\'title\': u\'Total Quantity\',u\'description\': u\'The total quantity of a drug or appliance that was prescribed.This is calculated by multiplying Quantity by Items. For example, if 2 items of Amoxicillin 500mg capsules with a quantity of 28 were prescribed, total quantity will be 56.\',u\'name\': u\'TOTAL_QUANTITY\', u\'type\': u\'number\', u\'format\': u\'default\'},{u\'title\': u\'Average Daily Quantity (ADQ)\',u\'description\': u\'Average Daily Quantity (ADQ) is the typical daily dose of a medication, prescribed to adult patients by GP Practices.This field shows the quantity prescribed multiplied by the strength, which is then divided by the Average Daily Quantity value.\',u\'name\': u\'ADQUSAGE\', u\'type\': u\'number\', u\'format\': u\'default\'},{u\'title\': u\'Net Ingredient Cost (NIC)\',u\'description\': u\'In GBP. The amount that would be paid using the basic price of the prescribed drug or appliance and the quantity prescribed.Sometimes called the "Net Ingredient Cost" (NIC).The basic price is given either in the Drug Tariff or is determined from prices published by manufacturers, wholesalers or suppliers. Basic price is set out in Parts 8 and 9 of the Drug Tariff. For any drugs or appliances not in Part 8, the price is usually taken from the manufacturer, wholesaler or supplier of the product.\',u\'name\': u\'NIC\', u\'type\': u\'number\', u\'format\': u\'default\'},{u\'title\': u\'Actual Cost\',u\'description\': u\'In GBP. The basic cost after adjustment for the national average discount and some payments to the dispenser.See notes for details of the calculation. The calculation is:Net Ingredient Cost - National Average Discount Percentage + (payment for consumables + out of pocket expenses + payment for containers)\',u\'name\': u\'ACTUAL_COST\', u\'type\': u\'number\', u\'format\': u\'default\'},{u\'title\': u\'Unidentified\',u\'description\': u\'This field shows data from prescription forms that could not be allocated to a Practice. Please see the guidance notes for a more detailed explanation of this field, and its uses.\',u\'name\': u\'UNIDENTIFIED\', u\'type\': u\'string\', u\'format\': u\'default\'},{u\'title\': u\'Presentation SNOMED code\',u\'description\': u\'A SNOMED CT (Systemised Nomenclature of Medicine Clinical Terms) is a clinical vocabulary readable by computers. The SNOMED code contained within the data is a unique identifier for each Medicinal Product (both VMP and AMP level). The identifier will not be re-used and or allocated to another presentation.\',u\'name\': u\'SNOMED_CODE\', u\'type\': u\'number\', u\'format\': u\'default\'}], u\'missingValues\': [u\'\']}', 'bq_table_name': 'EPD_SNOMED_202102', 'hash': '2a77c5d79a68b95b283972ac03f5ef8a9e0d35b1815eb52208ef9d5874414534', 'description': '', 'format': 'CSV', 'mimetype_inner': None, 'url_type': 'upload', 'mimetype': 'text/csv', 'cache_url': None, 'name': 'EPD_SNOMED_202102', 'created': '2021-06-25T20:58:30.115243', 'url': 'https://opendata.nhsbsa.net/dataset/906115a6-4155-44be-8b81-f8e83cebfb84/resource/cbfbedb0-7001-4031-9d60-1ceca9e13779/download/epd_snomed_202102.csv', 'last_modified': '2021-06-25T20:58:29.522498', 'position': 3, 'revision_id': 'aed266fd-d148-4149-ac32-1063af92a5e4', 'resource_type': None}, {'cache_last_updated': None, 'package_id': '906115a6-4155-44be-8b81-f8e83cebfb84', 'datastore_active': 'true', 'id': 'd9ac2bd2-aa6d-4f8d-a830-e34bd7c1eb4c', 'size': 6617587279, 'title': 'English Prescribing Dataset (EPD) with SNOMED code - Mar 2021', 'restricted': '{level: public}', 'encoding': 'utf8', 'state': 'active', 'sha256': '43b15c916048b9bec4baf6b47a179c670bf03fe19ff4b151f887a5f68299589e', 'zip_url': 'https://83025b28472d6aa2bf5ae59f3724aa78.eu.r2.cloudflarestorage.com/dx-nhs-production/DATOPIAN_DATA/EPD_SNOMED_202103.ZIP?response-content-disposition=filename%3DEPD_SNOMED_202103.ZIP&X-Amz-Algorithm=AWS4-HMAC-SHA256&X-Amz-Expires=3600&X-Amz-Credential=d1d532dd4244a61845b7ea3d94bcd4d9%2F20240528%2Fus-east-1%2Fs3%2Faws4_request&X-Amz-SignedHeaders=host&X-Amz-Date=20240528T140339Z&X-Amz-Signature=c92c8ea5953699d91cb4f3ed16e2372f6bd59398c2fbd6ce0bf4f072c08bba51', 'lfs_prefix': 'experimental-data-sets/english-prescribing-dataset-epd-with-snomed-code', 'schema': '{u\'fields\': [{u\'title\': u\'Year and Month as YYYYMM\',u\'description\': u\'Example: 201401\',u\'name\': u\'YEAR_MONTH\', u\'type\': u\'number\', u\'format\': u\'default\'},{u\'title\': u\'Regional Office Name\',u\'description\': u\'The name given to a geographical region by NHS England. Each region supports local systems to provide more joined up and care for patients.\',u\'name\': u\'REGIONAL_OFFICE_NAME\', u\'type\': u\'string\', u\'format\': u\'default\'},{u\'title\': u\'Regional Office Code\',u\'description\': u\'The unique code used to refer to a Regional Office.\',u\'name\': u\'REGIONAL_OFFICE_CODE\', u\'type\': u\'string\', u\'format\': u\'default\'},{u\'title\': u\'STP Name\',u\'description\': u\'The name given to a geographical area by NHS England that is a smaller division of a Region. STP stands for Sustainability and Transformation Partnership\',u\'name\': u\'STP_NAME\', u\'type\': u\'string\', u\'format\': u\'default\'},{u\'title\': u\'STP Code\',u\'description\': u\'The unique code used to refer to an STP. STP stands for Sustainability and Transformation Partnership.\',u\'name\': u\'STP_CODE\', u\'type\': u\'string\', u\'format\': u\'default\'},{u\'title\': u\'Primary Care Organisation Name\',u\'description\': u\'An NHS organisation that commissions or provides care services involving prescriptions that are dispensed in the community. For example: a Clinical Commissioning Group (CCG), an NHS Trust.\',u\'name\': u\'PCO_NAME\', u\'type\': u\'string\', u\'format\': u\'default\'},{u\'title\': u\'Primary Care Organisation Code\',u\'description\': u\'The unique code used to refer to a Primary Care Organisation.\',u\'name\': u\'PCO_CODE\', u\'type\': u\'string\', u\'format\': u\'default\'},{u\'title\': u\'Practice Name\',u\'description\': u\'The name of an organisation that employs one or more prescribers who issue prescriptions that may be dispensed in the community. For example:a GP Practice, an Out-of-Hours service, a hospital department within an NHS Trust.\',u\'name\': u\'PRACTICE_NAME\', u\'type\': u\'string\', u\'format\': u\'default\'},{u\'title\': u\'Practice Code\',u\'description\': u\'The unique code used to refer to a Practice.\',u\'name\': u\'PRACTICE_CODE\', u\'type\': u\'string\', u\'format\': u\'default\'},{u\'title\': u\'Address Field 1\',u\'description\': u\'The Address used by a Practice. This data is supplied by Primary Care Support England (PSCE), NHS England Area Teams or the Clinical Commissioning Group, whenever a new practice is opened or if a change of details is required.\',u\'name\': u\'ADDRESS_1\', u\'type\': u\'string\', u\'format\': u\'default\'},{u\'title\': u\'Address Field 2\',u\'description\': u\'The Address used by a Practice. This data is supplied by Primary Care Support England (PSCE), NHS England Area Teams or the Clinical Commissioning Group, whenever a new practice is opened or if a change of details is required.\',u\'name\': u\'ADDRESS_2\', u\'type\': u\'string\', u\'format\': u\'default\'},{u\'title\': u\'Address Field 3\',u\'description\': u\'The Address used by a Practice. This data is supplied by Primary Care Support England (PSCE), NHS England Area Teams or the Clinical Commissioning Group, whenever a new practice is opened or if a change of details is required.\',u\'name\': u\'ADDRESS_3\', u\'type\': u\'string\', u\'format\': u\'default\'},{u\'title\': u\'Address Field 4\',u\'description\': u\'The Address used by a Practice. This data is supplied by Primary Care Support England (PSCE), NHS England Area Teams or the Clinical Commissioning Group, whenever a new practice is opened or if a change of details is required.\',u\'name\': u\'ADDRESS_4\', u\'type\': u\'string\', u\'format\': u\'default\'},{u\'title\': u\'Post Code\',u\'description\': u\'The Address used by a Practice. This data is supplied by Primary Care Support England (PSCE), NHS England Area Teams or the Clinical Commissioning Group, whenever a new practice is opened or if a change of details is required.\',u\'name\': u\'POSTCODE\', u\'type\': u\'string\', u\'format\': u\'default\'},{u\'title\': u\'British National Formulary (BNF) Chemical Substance Code\',u\'description\': u\'A unique code used to refer to a BNF Chemical Substance.For example, 0501013B0\',u\'name\': u\'BNF_CHEMICAL_SUBSTANCE\', u\'type\': u\'string\', u\'format\': u\'default\'},{u\'title\': u\'British National Formulary (BNF) Chemical Substance Description\',u\'description\': u\'The name of the main active ingredient in a drug or the type of an appliance. Determined by the British National Formulatory (BNF) for drugs, or the NHS BSA for appliances. For example, Amoxicillin\',u\'name\': u\'CHEMICAL_SUBSTANCE_BNF_DESCR\', u\'type\': u\'string\', u\'format\': u\'default\'},{u\'title\': u\'British National Formulary (BNF) Code\',u\'description\': u\'The unique code used to refer to a BNF Presentation. For example, 0501013B0AAABAB\',u\'name\': u\'BNF_CODE\', u\'type\': u\'string\', u\'format\': u\'default\'},{u\'title\': u\'British National Formulary (BNF) Description\',u\'description\': u\'The name given to the specific type, strength, and formulation of a drug; or, the specific type of an appliance. For example, Amoxicillin 500mg capsules\',u\'name\': u\'BNF_DESCRIPTION\', u\'type\': u\'string\', u\'format\': u\'default\'},{u\'title\': u\'British National Formulary (BNF) Description\',u\'description\': u\'The name given to a British National Formulatory (BNF) Chapter that includes the prescribed product. Includes the numerical code used to refer to the chapter.For example, 05: Infections\',u\'name\': u\'BNF_CHAPTER_PLUS_CODE\', u\'type\': u\'string\', u\'format\': u\'default\'},{u\'title\': u\'Quantity\',u\'description\': u\'The quantity of a medicine, dressing or appliance for which an individual item was prescribed and dispensed, for each BNF Presentation. This represents a pseudo pack size, to illustrate the typical range of prescribed quantities of a given presentation. For example, a quantity of 28 for Amoxicillin 500mg capsules means that the pack size dispensed was 28 capsules.\',u\'name\': u\'QUANTITY\', u\'type\': u\'number\', u\'format\': u\'default\'},{u\'title\': u\'Items\',u\'description\': u\'The number of times a product appears on a prescription form. Prescription forms include both paper prescriptions and electronic messages.\',u\'name\': u\'ITEMS\', u\'type\': u\'number\', u\'format\': u\'default\'},{u\'title\': u\'Total Quantity\',u\'description\': u\'The total quantity of a drug or appliance that was prescribed.This is calculated by multiplying Quantity by Items. For example, if 2 items of Amoxicillin 500mg capsules with a quantity of 28 were prescribed, total quantity will be 56.\',u\'name\': u\'TOTAL_QUANTITY\', u\'type\': u\'number\', u\'format\': u\'default\'},{u\'title\': u\'Average Daily Quantity (ADQ)\',u\'description\': u\'Average Daily Quantity (ADQ) is the typical daily dose of a medication, prescribed to adult patients by GP Practices.This field shows the quantity prescribed multiplied by the strength, which is then divided by the Average Daily Quantity value.\',u\'name\': u\'ADQUSAGE\', u\'type\': u\'number\', u\'format\': u\'default\'},{u\'title\': u\'Net Ingredient Cost (NIC)\',u\'description\': u\'In GBP. The amount that would be paid using the basic price of the prescribed drug or appliance and the quantity prescribed.Sometimes called the "Net Ingredient Cost" (NIC).The basic price is given either in the Drug Tariff or is determined from prices published by manufacturers, wholesalers or suppliers. Basic price is set out in Parts 8 and 9 of the Drug Tariff. For any drugs or appliances not in Part 8, the price is usually taken from the manufacturer, wholesaler or supplier of the product.\',u\'name\': u\'NIC\', u\'type\': u\'number\', u\'format\': u\'default\'},{u\'title\': u\'Actual Cost\',u\'description\': u\'In GBP. The basic cost after adjustment for the national average discount and some payments to the dispenser.See notes for details of the calculation. The calculation is:Net Ingredient Cost - National Average Discount Percentage + (payment for consumables + out of pocket expenses + payment for containers)\',u\'name\': u\'ACTUAL_COST\', u\'type\': u\'number\', u\'format\': u\'default\'},{u\'title\': u\'Unidentified\',u\'description\': u\'This field shows data from prescription forms that could not be allocated to a Practice. Please see the guidance notes for a more detailed explanation of this field, and its uses.\',u\'name\': u\'UNIDENTIFIED\', u\'type\': u\'string\', u\'format\': u\'default\'},{u\'title\': u\'Presentation SNOMED code\',u\'description\': u\'A SNOMED CT (Systemised Nomenclature of Medicine Clinical Terms) is a clinical vocabulary readable by computers. The SNOMED code contained within the data is a unique identifier for each Medicinal Product (both VMP and AMP level). The identifier will not be re-used and or allocated to another presentation.\',u\'name\': u\'SNOMED_CODE\', u\'type\': u\'number\', u\'format\': u\'default\'}], u\'missingValues\': [u\'\']}', 'bq_table_name': 'EPD_SNOMED_202103', 'hash': '43b15c916048b9bec4baf6b47a179c670bf03fe19ff4b151f887a5f68299589e', 'description': '', 'format': 'CSV', 'mimetype_inner': None, 'url_type': 'upload', 'mimetype': 'text/csv', 'cache_url': None, 'name': 'EPD_SNOMED_202103', 'created': '2021-06-25T21:59:34.640197', 'url': 'https://opendata.nhsbsa.net/dataset/906115a6-4155-44be-8b81-f8e83cebfb84/resource/d9ac2bd2-aa6d-4f8d-a830-e34bd7c1eb4c/download/epd_snomed_202103.csv', 'last_modified': '2021-06-25T21:59:34.438974', 'position': 4, 'revision_id': 'aed266fd-d148-4149-ac32-1063af92a5e4', 'resource_type': None}, {'cache_last_updated': None, 'package_id': '906115a6-4155-44be-8b81-f8e83cebfb84', 'datastore_active': 'true', 'id': '0e879024-1fef-4a85-8980-64537f8b6fcc', 'size': 6582203870, 'title': 'English Prescribing Dataset (EPD) with SNOMED code - Apr 2021', 'restricted': '{level: public}', 'encoding': 'utf8', 'state': 'active', 'sha256': '886a980eb8410dc23a60fff1a3b73c6b6893b2f36c04cfda34a07c8a5ad2334a', 'zip_url': 'https://83025b28472d6aa2bf5ae59f3724aa78.eu.r2.cloudflarestorage.com/dx-nhs-production/DATOPIAN_DATA/EPD_SNOMED_202104.ZIP?response-content-disposition=filename%3DEPD_SNOMED_202104.ZIP&X-Amz-Algorithm=AWS4-HMAC-SHA256&X-Amz-Expires=3600&X-Amz-Credential=d1d532dd4244a61845b7ea3d94bcd4d9%2F20240528%2Fus-east-1%2Fs3%2Faws4_request&X-Amz-SignedHeaders=host&X-Amz-Date=20240528T140339Z&X-Amz-Signature=e0421d22f103a0499482cbc6320e601bd33f2626475bd2c1953277fd985daf25', 'lfs_prefix': 'experimental-data-sets/english-prescribing-dataset-epd-with-snomed-code', 'schema': '{u\'fields\': [{u\'title\': u\'Year and Month as YYYYMM\',u\'description\': u\'Example: 201401\',u\'name\': u\'YEAR_MONTH\', u\'type\': u\'number\', u\'format\': u\'default\'},{u\'title\': u\'Regional Office Name\',u\'description\': u\'The name given to a geographical region by NHS England. Each region supports local systems to provide more joined up and care for patients.\',u\'name\': u\'REGIONAL_OFFICE_NAME\', u\'type\': u\'string\', u\'format\': u\'default\'},{u\'title\': u\'Regional Office Code\',u\'description\': u\'The unique code used to refer to a Regional Office.\',u\'name\': u\'REGIONAL_OFFICE_CODE\', u\'type\': u\'string\', u\'format\': u\'default\'},{u\'title\': u\'STP Name\',u\'description\': u\'The name given to a geographical area by NHS England that is a smaller division of a Region. STP stands for Sustainability and Transformation Partnership\',u\'name\': u\'STP_NAME\', u\'type\': u\'string\', u\'format\': u\'default\'},{u\'title\': u\'STP Code\',u\'description\': u\'The unique code used to refer to an STP. STP stands for Sustainability and Transformation Partnership.\',u\'name\': u\'STP_CODE\', u\'type\': u\'string\', u\'format\': u\'default\'},{u\'title\': u\'Primary Care Organisation Name\',u\'description\': u\'An NHS organisation that commissions or provides care services involving prescriptions that are dispensed in the community. For example: a Clinical Commissioning Group (CCG), an NHS Trust.\',u\'name\': u\'PCO_NAME\', u\'type\': u\'string\', u\'format\': u\'default\'},{u\'title\': u\'Primary Care Organisation Code\',u\'description\': u\'The unique code used to refer to a Primary Care Organisation.\',u\'name\': u\'PCO_CODE\', u\'type\': u\'string\', u\'format\': u\'default\'},{u\'title\': u\'Practice Name\',u\'description\': u\'The name of an organisation that employs one or more prescribers who issue prescriptions that may be dispensed in the community. For example:a GP Practice, an Out-of-Hours service, a hospital department within an NHS Trust.\',u\'name\': u\'PRACTICE_NAME\', u\'type\': u\'string\', u\'format\': u\'default\'},{u\'title\': u\'Practice Code\',u\'description\': u\'The unique code used to refer to a Practice.\',u\'name\': u\'PRACTICE_CODE\', u\'type\': u\'string\', u\'format\': u\'default\'},{u\'title\': u\'Address Field 1\',u\'description\': u\'The Address used by a Practice. This data is supplied by Primary Care Support England (PSCE), NHS England Area Teams or the Clinical Commissioning Group, whenever a new practice is opened or if a change of details is required.\',u\'name\': u\'ADDRESS_1\', u\'type\': u\'string\', u\'format\': u\'default\'},{u\'title\': u\'Address Field 2\',u\'description\': u\'The Address used by a Practice. This data is supplied by Primary Care Support England (PSCE), NHS England Area Teams or the Clinical Commissioning Group, whenever a new practice is opened or if a change of details is required.\',u\'name\': u\'ADDRESS_2\', u\'type\': u\'string\', u\'format\': u\'default\'},{u\'title\': u\'Address Field 3\',u\'description\': u\'The Address used by a Practice. This data is supplied by Primary Care Support England (PSCE), NHS England Area Teams or the Clinical Commissioning Group, whenever a new practice is opened or if a change of details is required.\',u\'name\': u\'ADDRESS_3\', u\'type\': u\'string\', u\'format\': u\'default\'},{u\'title\': u\'Address Field 4\',u\'description\': u\'The Address used by a Practice. This data is supplied by Primary Care Support England (PSCE), NHS England Area Teams or the Clinical Commissioning Group, whenever a new practice is opened or if a change of details is required.\',u\'name\': u\'ADDRESS_4\', u\'type\': u\'string\', u\'format\': u\'default\'},{u\'title\': u\'Post Code\',u\'description\': u\'The Address used by a Practice. This data is supplied by Primary Care Support England (PSCE), NHS England Area Teams or the Clinical Commissioning Group, whenever a new practice is opened or if a change of details is required.\',u\'name\': u\'POSTCODE\', u\'type\': u\'string\', u\'format\': u\'default\'},{u\'title\': u\'British National Formulary (BNF) Chemical Substance Code\',u\'description\': u\'A unique code used to refer to a BNF Chemical Substance.For example, 0501013B0\',u\'name\': u\'BNF_CHEMICAL_SUBSTANCE\', u\'type\': u\'string\', u\'format\': u\'default\'},{u\'title\': u\'British National Formulary (BNF) Chemical Substance Description\',u\'description\': u\'The name of the main active ingredient in a drug or the type of an appliance. Determined by the British National Formulatory (BNF) for drugs, or the NHS BSA for appliances. For example, Amoxicillin\',u\'name\': u\'CHEMICAL_SUBSTANCE_BNF_DESCR\', u\'type\': u\'string\', u\'format\': u\'default\'},{u\'title\': u\'British National Formulary (BNF) Code\',u\'description\': u\'The unique code used to refer to a BNF Presentation. For example, 0501013B0AAABAB\',u\'name\': u\'BNF_CODE\', u\'type\': u\'string\', u\'format\': u\'default\'},{u\'title\': u\'British National Formulary (BNF) Description\',u\'description\': u\'The name given to the specific type, strength, and formulation of a drug; or, the specific type of an appliance. For example, Amoxicillin 500mg capsules\',u\'name\': u\'BNF_DESCRIPTION\', u\'type\': u\'string\', u\'format\': u\'default\'},{u\'title\': u\'British National Formulary (BNF) Description\',u\'description\': u\'The name given to a British National Formulatory (BNF) Chapter that includes the prescribed product. Includes the numerical code used to refer to the chapter.For example, 05: Infections\',u\'name\': u\'BNF_CHAPTER_PLUS_CODE\', u\'type\': u\'string\', u\'format\': u\'default\'},{u\'title\': u\'Quantity\',u\'description\': u\'The quantity of a medicine, dressing or appliance for which an individual item was prescribed and dispensed, for each BNF Presentation. This represents a pseudo pack size, to illustrate the typical range of prescribed quantities of a given presentation. For example, a quantity of 28 for Amoxicillin 500mg capsules means that the pack size dispensed was 28 capsules.\',u\'name\': u\'QUANTITY\', u\'type\': u\'number\', u\'format\': u\'default\'},{u\'title\': u\'Items\',u\'description\': u\'The number of times a product appears on a prescription form. Prescription forms include both paper prescriptions and electronic messages.\',u\'name\': u\'ITEMS\', u\'type\': u\'number\', u\'format\': u\'default\'},{u\'title\': u\'Total Quantity\',u\'description\': u\'The total quantity of a drug or appliance that was prescribed.This is calculated by multiplying Quantity by Items. For example, if 2 items of Amoxicillin 500mg capsules with a quantity of 28 were prescribed, total quantity will be 56.\',u\'name\': u\'TOTAL_QUANTITY\', u\'type\': u\'number\', u\'format\': u\'default\'},{u\'title\': u\'Average Daily Quantity (ADQ)\',u\'description\': u\'Average Daily Quantity (ADQ) is the typical daily dose of a medication, prescribed to adult patients by GP Practices.This field shows the quantity prescribed multiplied by the strength, which is then divided by the Average Daily Quantity value.\',u\'name\': u\'ADQUSAGE\', u\'type\': u\'number\', u\'format\': u\'default\'},{u\'title\': u\'Net Ingredient Cost (NIC)\',u\'description\': u\'In GBP. The amount that would be paid using the basic price of the prescribed drug or appliance and the quantity prescribed.Sometimes called the "Net Ingredient Cost" (NIC).The basic price is given either in the Drug Tariff or is determined from prices published by manufacturers, wholesalers or suppliers. Basic price is set out in Parts 8 and 9 of the Drug Tariff. For any drugs or appliances not in Part 8, the price is usually taken from the manufacturer, wholesaler or supplier of the product.\',u\'name\': u\'NIC\', u\'type\': u\'number\', u\'format\': u\'default\'},{u\'title\': u\'Actual Cost\',u\'description\': u\'In GBP. The basic cost after adjustment for the national average discount and some payments to the dispenser.See notes for details of the calculation. The calculation is:Net Ingredient Cost - National Average Discount Percentage + (payment for consumables + out of pocket expenses + payment for containers)\',u\'name\': u\'ACTUAL_COST\', u\'type\': u\'number\', u\'format\': u\'default\'},{u\'title\': u\'Unidentified\',u\'description\': u\'This field shows data from prescription forms that could not be allocated to a Practice. Please see the guidance notes for a more detailed explanation of this field, and its uses.\',u\'name\': u\'UNIDENTIFIED\', u\'type\': u\'string\', u\'format\': u\'default\'},{u\'title\': u\'Presentation SNOMED code\',u\'description\': u\'A SNOMED CT (Systemised Nomenclature of Medicine Clinical Terms) is a clinical vocabulary readable by computers. The SNOMED code contained within the data is a unique identifier for each Medicinal Product (both VMP and AMP level). The identifier will not be re-used and or allocated to another presentation.\',u\'name\': u\'SNOMED_CODE\', u\'type\': u\'number\', u\'format\': u\'default\'}], u\'missingValues\': [u\'\']}', 'bq_table_name': 'EPD_SNOMED_202104', 'hash': '886a980eb8410dc23a60fff1a3b73c6b6893b2f36c04cfda34a07c8a5ad2334a', 'description': '', 'format': 'CSV', 'mimetype_inner': None, 'url_type': 'upload', 'mimetype': 'text/csv', 'cache_url': None, 'name': 'EPD_SNOMED_202104', 'created': '2021-06-25T23:00:16.401715', 'url': 'https://opendata.nhsbsa.net/dataset/906115a6-4155-44be-8b81-f8e83cebfb84/resource/0e879024-1fef-4a85-8980-64537f8b6fcc/download/epd_snomed_202104.csv', 'last_modified': '2021-06-25T23:00:16.295414', 'position': 5, 'revision_id': 'aed266fd-d148-4149-ac32-1063af92a5e4', 'resource_type': None}, {'cache_last_updated': None, 'package_id': '906115a6-4155-44be-8b81-f8e83cebfb84', 'datastore_active': 'true', 'id': '33e0ea36-c33b-4797-86d4-efdb883eff8d', 'size': 6502137963, 'title': 'English Prescribing Dataset (EPD) with SNOMED code - May 2021', 'restricted': '{level: public}', 'encoding': 'utf8', 'state': 'active', 'sha256': '1273b124a47f2ed5e689665df0d17a04bf344714608ada9f8f9f3bfa54181273', 'zip_url': 'https://83025b28472d6aa2bf5ae59f3724aa78.eu.r2.cloudflarestorage.com/dx-nhs-production/DATOPIAN_DATA/EPD_SNOMED_202105.ZIP?response-content-disposition=filename%3DEPD_SNOMED_202105.ZIP&X-Amz-Algorithm=AWS4-HMAC-SHA256&X-Amz-Expires=3600&X-Amz-Credential=d1d532dd4244a61845b7ea3d94bcd4d9%2F20240528%2Fus-east-1%2Fs3%2Faws4_request&X-Amz-SignedHeaders=host&X-Amz-Date=20240528T140339Z&X-Amz-Signature=bbc3325c8c79d7e37569daa028040507ea4f2eb3383e9c99f2bdeb6bef9ca058', 'lfs_prefix': 'experimental-data-sets/english-prescribing-dataset-epd-with-snomed-code', 'schema': '{u\'fields\': [{u\'title\': u\'Year and Month as YYYYMM\',u\'description\': u\'Example: 201401\',u\'name\': u\'YEAR_MONTH\', u\'type\': u\'number\', u\'format\': u\'default\'},{u\'title\': u\'Regional Office Name\',u\'description\': u\'The name given to a geographical region by NHS England. Each region supports local systems to provide more joined up and care for patients.\',u\'name\': u\'REGIONAL_OFFICE_NAME\', u\'type\': u\'string\', u\'format\': u\'default\'},{u\'title\': u\'Regional Office Code\',u\'description\': u\'The unique code used to refer to a Regional Office.\',u\'name\': u\'REGIONAL_OFFICE_CODE\', u\'type\': u\'string\', u\'format\': u\'default\'},{u\'title\': u\'STP Name\',u\'description\': u\'The name given to a geographical area by NHS England that is a smaller division of a Region. STP stands for Sustainability and Transformation Partnership\',u\'name\': u\'STP_NAME\', u\'type\': u\'string\', u\'format\': u\'default\'},{u\'title\': u\'STP Code\',u\'description\': u\'The unique code used to refer to an STP. STP stands for Sustainability and Transformation Partnership.\',u\'name\': u\'STP_CODE\', u\'type\': u\'string\', u\'format\': u\'default\'},{u\'title\': u\'Primary Care Organisation Name\',u\'description\': u\'An NHS organisation that commissions or provides care services involving prescriptions that are dispensed in the community. For example: a Clinical Commissioning Group (CCG), an NHS Trust.\',u\'name\': u\'PCO_NAME\', u\'type\': u\'string\', u\'format\': u\'default\'},{u\'title\': u\'Primary Care Organisation Code\',u\'description\': u\'The unique code used to refer to a Primary Care Organisation.\',u\'name\': u\'PCO_CODE\', u\'type\': u\'string\', u\'format\': u\'default\'},{u\'title\': u\'Practice Name\',u\'description\': u\'The name of an organisation that employs one or more prescribers who issue prescriptions that may be dispensed in the community. For example:a GP Practice, an Out-of-Hours service, a hospital department within an NHS Trust.\',u\'name\': u\'PRACTICE_NAME\', u\'type\': u\'string\', u\'format\': u\'default\'},{u\'title\': u\'Practice Code\',u\'description\': u\'The unique code used to refer to a Practice.\',u\'name\': u\'PRACTICE_CODE\', u\'type\': u\'string\', u\'format\': u\'default\'},{u\'title\': u\'Address Field 1\',u\'description\': u\'The Address used by a Practice. This data is supplied by Primary Care Support England (PSCE), NHS England Area Teams or the Clinical Commissioning Group, whenever a new practice is opened or if a change of details is required.\',u\'name\': u\'ADDRESS_1\', u\'type\': u\'string\', u\'format\': u\'default\'},{u\'title\': u\'Address Field 2\',u\'description\': u\'The Address used by a Practice. This data is supplied by Primary Care Support England (PSCE), NHS England Area Teams or the Clinical Commissioning Group, whenever a new practice is opened or if a change of details is required.\',u\'name\': u\'ADDRESS_2\', u\'type\': u\'string\', u\'format\': u\'default\'},{u\'title\': u\'Address Field 3\',u\'description\': u\'The Address used by a Practice. This data is supplied by Primary Care Support England (PSCE), NHS England Area Teams or the Clinical Commissioning Group, whenever a new practice is opened or if a change of details is required.\',u\'name\': u\'ADDRESS_3\', u\'type\': u\'string\', u\'format\': u\'default\'},{u\'title\': u\'Address Field 4\',u\'description\': u\'The Address used by a Practice. This data is supplied by Primary Care Support England (PSCE), NHS England Area Teams or the Clinical Commissioning Group, whenever a new practice is opened or if a change of details is required.\',u\'name\': u\'ADDRESS_4\', u\'type\': u\'string\', u\'format\': u\'default\'},{u\'title\': u\'Post Code\',u\'description\': u\'The Address used by a Practice. This data is supplied by Primary Care Support England (PSCE), NHS England Area Teams or the Clinical Commissioning Group, whenever a new practice is opened or if a change of details is required.\',u\'name\': u\'POSTCODE\', u\'type\': u\'string\', u\'format\': u\'default\'},{u\'title\': u\'British National Formulary (BNF) Chemical Substance Code\',u\'description\': u\'A unique code used to refer to a BNF Chemical Substance.For example, 0501013B0\',u\'name\': u\'BNF_CHEMICAL_SUBSTANCE\', u\'type\': u\'string\', u\'format\': u\'default\'},{u\'title\': u\'British National Formulary (BNF) Chemical Substance Description\',u\'description\': u\'The name of the main active ingredient in a drug or the type of an appliance. Determined by the British National Formulatory (BNF) for drugs, or the NHS BSA for appliances. For example, Amoxicillin\',u\'name\': u\'CHEMICAL_SUBSTANCE_BNF_DESCR\', u\'type\': u\'string\', u\'format\': u\'default\'},{u\'title\': u\'British National Formulary (BNF) Code\',u\'description\': u\'The unique code used to refer to a BNF Presentation. For example, 0501013B0AAABAB\',u\'name\': u\'BNF_CODE\', u\'type\': u\'string\', u\'format\': u\'default\'},{u\'title\': u\'British National Formulary (BNF) Description\',u\'description\': u\'The name given to the specific type, strength, and formulation of a drug; or, the specific type of an appliance. For example, Amoxicillin 500mg capsules\',u\'name\': u\'BNF_DESCRIPTION\', u\'type\': u\'string\', u\'format\': u\'default\'},{u\'title\': u\'British National Formulary (BNF) Description\',u\'description\': u\'The name given to a British National Formulatory (BNF) Chapter that includes the prescribed product. Includes the numerical code used to refer to the chapter.For example, 05: Infections\',u\'name\': u\'BNF_CHAPTER_PLUS_CODE\', u\'type\': u\'string\', u\'format\': u\'default\'},{u\'title\': u\'Quantity\',u\'description\': u\'The quantity of a medicine, dressing or appliance for which an individual item was prescribed and dispensed, for each BNF Presentation. This represents a pseudo pack size, to illustrate the typical range of prescribed quantities of a given presentation. For example, a quantity of 28 for Amoxicillin 500mg capsules means that the pack size dispensed was 28 capsules.\',u\'name\': u\'QUANTITY\', u\'type\': u\'number\', u\'format\': u\'default\'},{u\'title\': u\'Items\',u\'description\': u\'The number of times a product appears on a prescription form. Prescription forms include both paper prescriptions and electronic messages.\',u\'name\': u\'ITEMS\', u\'type\': u\'number\', u\'format\': u\'default\'},{u\'title\': u\'Total Quantity\',u\'description\': u\'The total quantity of a drug or appliance that was prescribed.This is calculated by multiplying Quantity by Items. For example, if 2 items of Amoxicillin 500mg capsules with a quantity of 28 were prescribed, total quantity will be 56.\',u\'name\': u\'TOTAL_QUANTITY\', u\'type\': u\'number\', u\'format\': u\'default\'},{u\'title\': u\'Average Daily Quantity (ADQ)\',u\'description\': u\'Average Daily Quantity (ADQ) is the typical daily dose of a medication, prescribed to adult patients by GP Practices.This field shows the quantity prescribed multiplied by the strength, which is then divided by the Average Daily Quantity value.\',u\'name\': u\'ADQUSAGE\', u\'type\': u\'number\', u\'format\': u\'default\'},{u\'title\': u\'Net Ingredient Cost (NIC)\',u\'description\': u\'In GBP. The amount that would be paid using the basic price of the prescribed drug or appliance and the quantity prescribed.Sometimes called the "Net Ingredient Cost" (NIC).The basic price is given either in the Drug Tariff or is determined from prices published by manufacturers, wholesalers or suppliers. Basic price is set out in Parts 8 and 9 of the Drug Tariff. For any drugs or appliances not in Part 8, the price is usually taken from the manufacturer, wholesaler or supplier of the product.\',u\'name\': u\'NIC\', u\'type\': u\'number\', u\'format\': u\'default\'},{u\'title\': u\'Actual Cost\',u\'description\': u\'In GBP. The basic cost after adjustment for the national average discount and some payments to the dispenser.See notes for details of the calculation. The calculation is:Net Ingredient Cost - National Average Discount Percentage + (payment for consumables + out of pocket expenses + payment for containers)\',u\'name\': u\'ACTUAL_COST\', u\'type\': u\'number\', u\'format\': u\'default\'},{u\'title\': u\'Unidentified\',u\'description\': u\'This field shows data from prescription forms that could not be allocated to a Practice. Please see the guidance notes for a more detailed explanation of this field, and its uses.\',u\'name\': u\'UNIDENTIFIED\', u\'type\': u\'string\', u\'format\': u\'default\'},{u\'title\': u\'Presentation SNOMED code\',u\'description\': u\'A SNOMED CT (Systemised Nomenclature of Medicine Clinical Terms) is a clinical vocabulary readable by computers. The SNOMED code contained within the data is a unique identifier for each Medicinal Product (both VMP and AMP level). The identifier will not be re-used and or allocated to another presentation.\',u\'name\': u\'SNOMED_CODE\', u\'type\': u\'number\', u\'format\': u\'default\'}], u\'missingValues\': [u\'\']}', 'bq_table_name': 'EPD_SNOMED_202105', 'hash': '1273b124a47f2ed5e689665df0d17a04bf344714608ada9f8f9f3bfa54181273', 'description': '', 'format': 'CSV', 'mimetype_inner': None, 'url_type': 'upload', 'mimetype': 'text/csv', 'cache_url': None, 'name': 'EPD_SNOMED_202105', 'created': '2021-07-14T17:34:17.828986', 'url': 'https://opendata.nhsbsa.net/dataset/906115a6-4155-44be-8b81-f8e83cebfb84/resource/33e0ea36-c33b-4797-86d4-efdb883eff8d/download/epd_snomed_202105.csv', 'last_modified': '2021-07-14T17:34:17.721597', 'position': 6, 'revision_id': 'aed266fd-d148-4149-ac32-1063af92a5e4', 'resource_type': None}, {'cache_last_updated': None, 'package_id': '906115a6-4155-44be-8b81-f8e83cebfb84', 'datastore_active': 'true', 'id': '9742823b-2d4e-4c71-bfae-3f686433ec80', 'size': 6701867090, 'title': 'English Prescribing Dataset (EPD) with SNOMED code - Jun 2021', 'restricted': '{level: public}', 'encoding': 'utf8', 'state': 'active', 'sha256': 'cde822424beb010f1b86d6789cfe04455830c05dc5021ce06a743750e4a73092', 'zip_url': 'https://83025b28472d6aa2bf5ae59f3724aa78.eu.r2.cloudflarestorage.com/dx-nhs-production/DATOPIAN_DATA/EPD_SNOMED_202106.ZIP?response-content-disposition=filename%3DEPD_SNOMED_202106.ZIP&X-Amz-Algorithm=AWS4-HMAC-SHA256&X-Amz-Expires=3600&X-Amz-Credential=d1d532dd4244a61845b7ea3d94bcd4d9%2F20240528%2Fus-east-1%2Fs3%2Faws4_request&X-Amz-SignedHeaders=host&X-Amz-Date=20240528T140339Z&X-Amz-Signature=b8aa98f1cbde23f9b81054f4c45cf6a0779255a25dbcee168662824a8c496cd8', 'lfs_prefix': 'experimental-data-sets/english-prescribing-dataset-epd-with-snomed-code', 'schema': '{u\'fields\': [{u\'title\': u\'Year and Month as YYYYMM\',u\'description\': u\'Example: 201401\',u\'name\': u\'YEAR_MONTH\', u\'type\': u\'number\', u\'format\': u\'default\'},{u\'title\': u\'Regional Office Name\',u\'description\': u\'The name given to a geographical region by NHS England. Each region supports local systems to provide more joined up and care for patients.\',u\'name\': u\'REGIONAL_OFFICE_NAME\', u\'type\': u\'string\', u\'format\': u\'default\'},{u\'title\': u\'Regional Office Code\',u\'description\': u\'The unique code used to refer to a Regional Office.\',u\'name\': u\'REGIONAL_OFFICE_CODE\', u\'type\': u\'string\', u\'format\': u\'default\'},{u\'title\': u\'STP Name\',u\'description\': u\'The name given to a geographical area by NHS England that is a smaller division of a Region. STP stands for Sustainability and Transformation Partnership\',u\'name\': u\'STP_NAME\', u\'type\': u\'string\', u\'format\': u\'default\'},{u\'title\': u\'STP Code\',u\'description\': u\'The unique code used to refer to an STP. STP stands for Sustainability and Transformation Partnership.\',u\'name\': u\'STP_CODE\', u\'type\': u\'string\', u\'format\': u\'default\'},{u\'title\': u\'Primary Care Organisation Name\',u\'description\': u\'An NHS organisation that commissions or provides care services involving prescriptions that are dispensed in the community. For example: a Clinical Commissioning Group (CCG), an NHS Trust.\',u\'name\': u\'PCO_NAME\', u\'type\': u\'string\', u\'format\': u\'default\'},{u\'title\': u\'Primary Care Organisation Code\',u\'description\': u\'The unique code used to refer to a Primary Care Organisation.\',u\'name\': u\'PCO_CODE\', u\'type\': u\'string\', u\'format\': u\'default\'},{u\'title\': u\'Practice Name\',u\'description\': u\'The name of an organisation that employs one or more prescribers who issue prescriptions that may be dispensed in the community. For example:a GP Practice, an Out-of-Hours service, a hospital department within an NHS Trust.\',u\'name\': u\'PRACTICE_NAME\', u\'type\': u\'string\', u\'format\': u\'default\'},{u\'title\': u\'Practice Code\',u\'description\': u\'The unique code used to refer to a Practice.\',u\'name\': u\'PRACTICE_CODE\', u\'type\': u\'string\', u\'format\': u\'default\'},{u\'title\': u\'Address Field 1\',u\'description\': u\'The Address used by a Practice. This data is supplied by Primary Care Support England (PSCE), NHS England Area Teams or the Clinical Commissioning Group, whenever a new practice is opened or if a change of details is required.\',u\'name\': u\'ADDRESS_1\', u\'type\': u\'string\', u\'format\': u\'default\'},{u\'title\': u\'Address Field 2\',u\'description\': u\'The Address used by a Practice. This data is supplied by Primary Care Support England (PSCE), NHS England Area Teams or the Clinical Commissioning Group, whenever a new practice is opened or if a change of details is required.\',u\'name\': u\'ADDRESS_2\', u\'type\': u\'string\', u\'format\': u\'default\'},{u\'title\': u\'Address Field 3\',u\'description\': u\'The Address used by a Practice. This data is supplied by Primary Care Support England (PSCE), NHS England Area Teams or the Clinical Commissioning Group, whenever a new practice is opened or if a change of details is required.\',u\'name\': u\'ADDRESS_3\', u\'type\': u\'string\', u\'format\': u\'default\'},{u\'title\': u\'Address Field 4\',u\'description\': u\'The Address used by a Practice. This data is supplied by Primary Care Support England (PSCE), NHS England Area Teams or the Clinical Commissioning Group, whenever a new practice is opened or if a change of details is required.\',u\'name\': u\'ADDRESS_4\', u\'type\': u\'string\', u\'format\': u\'default\'},{u\'title\': u\'Post Code\',u\'description\': u\'The Address used by a Practice. This data is supplied by Primary Care Support England (PSCE), NHS England Area Teams or the Clinical Commissioning Group, whenever a new practice is opened or if a change of details is required.\',u\'name\': u\'POSTCODE\', u\'type\': u\'string\', u\'format\': u\'default\'},{u\'title\': u\'British National Formulary (BNF) Chemical Substance Code\',u\'description\': u\'A unique code used to refer to a BNF Chemical Substance.For example, 0501013B0\',u\'name\': u\'BNF_CHEMICAL_SUBSTANCE\', u\'type\': u\'string\', u\'format\': u\'default\'},{u\'title\': u\'British National Formulary (BNF) Chemical Substance Description\',u\'description\': u\'The name of the main active ingredient in a drug or the type of an appliance. Determined by the British National Formulatory (BNF) for drugs, or the NHS BSA for appliances. For example, Amoxicillin\',u\'name\': u\'CHEMICAL_SUBSTANCE_BNF_DESCR\', u\'type\': u\'string\', u\'format\': u\'default\'},{u\'title\': u\'British National Formulary (BNF) Code\',u\'description\': u\'The unique code used to refer to a BNF Presentation. For example, 0501013B0AAABAB\',u\'name\': u\'BNF_CODE\', u\'type\': u\'string\', u\'format\': u\'default\'},{u\'title\': u\'British National Formulary (BNF) Description\',u\'description\': u\'The name given to the specific type, strength, and formulation of a drug; or, the specific type of an appliance. For example, Amoxicillin 500mg capsules\',u\'name\': u\'BNF_DESCRIPTION\', u\'type\': u\'string\', u\'format\': u\'default\'},{u\'title\': u\'British National Formulary (BNF) Description\',u\'description\': u\'The name given to a British National Formulatory (BNF) Chapter that includes the prescribed product. Includes the numerical code used to refer to the chapter.For example, 05: Infections\',u\'name\': u\'BNF_CHAPTER_PLUS_CODE\', u\'type\': u\'string\', u\'format\': u\'default\'},{u\'title\': u\'Quantity\',u\'description\': u\'The quantity of a medicine, dressing or appliance for which an individual item was prescribed and dispensed, for each BNF Presentation. This represents a pseudo pack size, to illustrate the typical range of prescribed quantities of a given presentation. For example, a quantity of 28 for Amoxicillin 500mg capsules means that the pack size dispensed was 28 capsules.\',u\'name\': u\'QUANTITY\', u\'type\': u\'number\', u\'format\': u\'default\'},{u\'title\': u\'Items\',u\'description\': u\'The number of times a product appears on a prescription form. Prescription forms include both paper prescriptions and electronic messages.\',u\'name\': u\'ITEMS\', u\'type\': u\'number\', u\'format\': u\'default\'},{u\'title\': u\'Total Quantity\',u\'description\': u\'The total quantity of a drug or appliance that was prescribed.This is calculated by multiplying Quantity by Items. For example, if 2 items of Amoxicillin 500mg capsules with a quantity of 28 were prescribed, total quantity will be 56.\',u\'name\': u\'TOTAL_QUANTITY\', u\'type\': u\'number\', u\'format\': u\'default\'},{u\'title\': u\'Average Daily Quantity (ADQ)\',u\'description\': u\'Average Daily Quantity (ADQ) is the typical daily dose of a medication, prescribed to adult patients by GP Practices.This field shows the quantity prescribed multiplied by the strength, which is then divided by the Average Daily Quantity value.\',u\'name\': u\'ADQUSAGE\', u\'type\': u\'number\', u\'format\': u\'default\'},{u\'title\': u\'Net Ingredient Cost (NIC)\',u\'description\': u\'In GBP. The amount that would be paid using the basic price of the prescribed drug or appliance and the quantity prescribed.Sometimes called the "Net Ingredient Cost" (NIC).The basic price is given either in the Drug Tariff or is determined from prices published by manufacturers, wholesalers or suppliers. Basic price is set out in Parts 8 and 9 of the Drug Tariff. For any drugs or appliances not in Part 8, the price is usually taken from the manufacturer, wholesaler or supplier of the product.\',u\'name\': u\'NIC\', u\'type\': u\'number\', u\'format\': u\'default\'},{u\'title\': u\'Actual Cost\',u\'description\': u\'In GBP. The basic cost after adjustment for the national average discount and some payments to the dispenser.See notes for details of the calculation. The calculation is:Net Ingredient Cost - National Average Discount Percentage + (payment for consumables + out of pocket expenses + payment for containers)\',u\'name\': u\'ACTUAL_COST\', u\'type\': u\'number\', u\'format\': u\'default\'},{u\'title\': u\'Unidentified\',u\'description\': u\'This field shows data from prescription forms that could not be allocated to a Practice. Please see the guidance notes for a more detailed explanation of this field, and its uses.\',u\'name\': u\'UNIDENTIFIED\', u\'type\': u\'string\', u\'format\': u\'default\'},{u\'title\': u\'Presentation SNOMED code\',u\'description\': u\'A SNOMED CT (Systemised Nomenclature of Medicine Clinical Terms) is a clinical vocabulary readable by computers. The SNOMED code contained within the data is a unique identifier for each Medicinal Product (both VMP and AMP level). The identifier will not be re-used and or allocated to another presentation.\',u\'name\': u\'SNOMED_CODE\', u\'type\': u\'number\', u\'format\': u\'default\'}], u\'missingValues\': [u\'\']}', 'bq_table_name': 'EPD_SNOMED_202106', 'hash': 'cde822424beb010f1b86d6789cfe04455830c05dc5021ce06a743750e4a73092', 'description': '', 'format': 'CSV', 'mimetype_inner': None, 'url_type': 'upload', 'mimetype': 'text/csv', 'cache_url': None, 'name': 'EPD_SNOMED_202106', 'created': '2021-08-16T19:04:01.231565', 'url': 'https://opendata.nhsbsa.net/dataset/906115a6-4155-44be-8b81-f8e83cebfb84/resource/9742823b-2d4e-4c71-bfae-3f686433ec80/download/epd_snomed_202106.csv', 'last_modified': '2021-08-16T19:04:01.080286', 'position': 7, 'revision_id': 'aed266fd-d148-4149-ac32-1063af92a5e4', 'resource_type': None}, {'cache_last_updated': None, 'package_id': '906115a6-4155-44be-8b81-f8e83cebfb84', 'datastore_active': 'true', 'id': 'bb386c01-2352-4351-9d00-fdc7a316c43f', 'size': 6682981735, 'title': 'English Prescribing Dataset (EPD) with SNOMED code - Jul 2021', 'restricted': '{level: public}', 'encoding': 'utf8', 'state': 'active', 'sha256': '081e0e964c03f7f92f26ce90a7cf3b5767731d6a61c0d3845d8b71d2996624ee', 'zip_url': 'https://83025b28472d6aa2bf5ae59f3724aa78.eu.r2.cloudflarestorage.com/dx-nhs-production/DATOPIAN_DATA/EPD_SNOMED_202107.ZIP?response-content-disposition=filename%3DEPD_SNOMED_202107.ZIP&X-Amz-Algorithm=AWS4-HMAC-SHA256&X-Amz-Expires=3600&X-Amz-Credential=d1d532dd4244a61845b7ea3d94bcd4d9%2F20240528%2Fus-east-1%2Fs3%2Faws4_request&X-Amz-SignedHeaders=host&X-Amz-Date=20240528T140339Z&X-Amz-Signature=a586685274fb13a94966bf3b3f6eee039322eeaf5a1f930804ded6b3bcc475b2', 'lfs_prefix': 'experimental-data-sets/english-prescribing-dataset-epd-with-snomed-code', 'schema': '{u\'fields\': [{u\'title\': u\'Year and Month as YYYYMM\',u\'description\': u\'Example: 201401\',u\'name\': u\'YEAR_MONTH\', u\'type\': u\'number\', u\'format\': u\'default\'},{u\'title\': u\'Regional Office Name\',u\'description\': u\'The name given to a geographical region by NHS England. Each region supports local systems to provide more joined up and care for patients.\',u\'name\': u\'REGIONAL_OFFICE_NAME\', u\'type\': u\'string\', u\'format\': u\'default\'},{u\'title\': u\'Regional Office Code\',u\'description\': u\'The unique code used to refer to a Regional Office.\',u\'name\': u\'REGIONAL_OFFICE_CODE\', u\'type\': u\'string\', u\'format\': u\'default\'},{u\'title\': u\'STP Name\',u\'description\': u\'The name given to a geographical area by NHS England that is a smaller division of a Region. STP stands for Sustainability and Transformation Partnership\',u\'name\': u\'STP_NAME\', u\'type\': u\'string\', u\'format\': u\'default\'},{u\'title\': u\'STP Code\',u\'description\': u\'The unique code used to refer to an STP. STP stands for Sustainability and Transformation Partnership.\',u\'name\': u\'STP_CODE\', u\'type\': u\'string\', u\'format\': u\'default\'},{u\'title\': u\'Primary Care Organisation Name\',u\'description\': u\'An NHS organisation that commissions or provides care services involving prescriptions that are dispensed in the community. For example: a Clinical Commissioning Group (CCG), an NHS Trust.\',u\'name\': u\'PCO_NAME\', u\'type\': u\'string\', u\'format\': u\'default\'},{u\'title\': u\'Primary Care Organisation Code\',u\'description\': u\'The unique code used to refer to a Primary Care Organisation.\',u\'name\': u\'PCO_CODE\', u\'type\': u\'string\', u\'format\': u\'default\'},{u\'title\': u\'Practice Name\',u\'description\': u\'The name of an organisation that employs one or more prescribers who issue prescriptions that may be dispensed in the community. For example:a GP Practice, an Out-of-Hours service, a hospital department within an NHS Trust.\',u\'name\': u\'PRACTICE_NAME\', u\'type\': u\'string\', u\'format\': u\'default\'},{u\'title\': u\'Practice Code\',u\'description\': u\'The unique code used to refer to a Practice.\',u\'name\': u\'PRACTICE_CODE\', u\'type\': u\'string\', u\'format\': u\'default\'},{u\'title\': u\'Address Field 1\',u\'description\': u\'The Address used by a Practice. This data is supplied by Primary Care Support England (PSCE), NHS England Area Teams or the Clinical Commissioning Group, whenever a new practice is opened or if a change of details is required.\',u\'name\': u\'ADDRESS_1\', u\'type\': u\'string\', u\'format\': u\'default\'},{u\'title\': u\'Address Field 2\',u\'description\': u\'The Address used by a Practice. This data is supplied by Primary Care Support England (PSCE), NHS England Area Teams or the Clinical Commissioning Group, whenever a new practice is opened or if a change of details is required.\',u\'name\': u\'ADDRESS_2\', u\'type\': u\'string\', u\'format\': u\'default\'},{u\'title\': u\'Address Field 3\',u\'description\': u\'The Address used by a Practice. This data is supplied by Primary Care Support England (PSCE), NHS England Area Teams or the Clinical Commissioning Group, whenever a new practice is opened or if a change of details is required.\',u\'name\': u\'ADDRESS_3\', u\'type\': u\'string\', u\'format\': u\'default\'},{u\'title\': u\'Address Field 4\',u\'description\': u\'The Address used by a Practice. This data is supplied by Primary Care Support England (PSCE), NHS England Area Teams or the Clinical Commissioning Group, whenever a new practice is opened or if a change of details is required.\',u\'name\': u\'ADDRESS_4\', u\'type\': u\'string\', u\'format\': u\'default\'},{u\'title\': u\'Post Code\',u\'description\': u\'The Address used by a Practice. This data is supplied by Primary Care Support England (PSCE), NHS England Area Teams or the Clinical Commissioning Group, whenever a new practice is opened or if a change of details is required.\',u\'name\': u\'POSTCODE\', u\'type\': u\'string\', u\'format\': u\'default\'},{u\'title\': u\'British National Formulary (BNF) Chemical Substance Code\',u\'description\': u\'A unique code used to refer to a BNF Chemical Substance.For example, 0501013B0\',u\'name\': u\'BNF_CHEMICAL_SUBSTANCE\', u\'type\': u\'string\', u\'format\': u\'default\'},{u\'title\': u\'British National Formulary (BNF) Chemical Substance Description\',u\'description\': u\'The name of the main active ingredient in a drug or the type of an appliance. Determined by the British National Formulatory (BNF) for drugs, or the NHS BSA for appliances. For example, Amoxicillin\',u\'name\': u\'CHEMICAL_SUBSTANCE_BNF_DESCR\', u\'type\': u\'string\', u\'format\': u\'default\'},{u\'title\': u\'British National Formulary (BNF) Code\',u\'description\': u\'The unique code used to refer to a BNF Presentation. For example, 0501013B0AAABAB\',u\'name\': u\'BNF_CODE\', u\'type\': u\'string\', u\'format\': u\'default\'},{u\'title\': u\'British National Formulary (BNF) Description\',u\'description\': u\'The name given to the specific type, strength, and formulation of a drug; or, the specific type of an appliance. For example, Amoxicillin 500mg capsules\',u\'name\': u\'BNF_DESCRIPTION\', u\'type\': u\'string\', u\'format\': u\'default\'},{u\'title\': u\'British National Formulary (BNF) Description\',u\'description\': u\'The name given to a British National Formulatory (BNF) Chapter that includes the prescribed product. Includes the numerical code used to refer to the chapter.For example, 05: Infections\',u\'name\': u\'BNF_CHAPTER_PLUS_CODE\', u\'type\': u\'string\', u\'format\': u\'default\'},{u\'title\': u\'Quantity\',u\'description\': u\'The quantity of a medicine, dressing or appliance for which an individual item was prescribed and dispensed, for each BNF Presentation. This represents a pseudo pack size, to illustrate the typical range of prescribed quantities of a given presentation. For example, a quantity of 28 for Amoxicillin 500mg capsules means that the pack size dispensed was 28 capsules.\',u\'name\': u\'QUANTITY\', u\'type\': u\'number\', u\'format\': u\'default\'},{u\'title\': u\'Items\',u\'description\': u\'The number of times a product appears on a prescription form. Prescription forms include both paper prescriptions and electronic messages.\',u\'name\': u\'ITEMS\', u\'type\': u\'number\', u\'format\': u\'default\'},{u\'title\': u\'Total Quantity\',u\'description\': u\'The total quantity of a drug or appliance that was prescribed.This is calculated by multiplying Quantity by Items. For example, if 2 items of Amoxicillin 500mg capsules with a quantity of 28 were prescribed, total quantity will be 56.\',u\'name\': u\'TOTAL_QUANTITY\', u\'type\': u\'number\', u\'format\': u\'default\'},{u\'title\': u\'Average Daily Quantity (ADQ)\',u\'description\': u\'Average Daily Quantity (ADQ) is the typical daily dose of a medication, prescribed to adult patients by GP Practices.This field shows the quantity prescribed multiplied by the strength, which is then divided by the Average Daily Quantity value.\',u\'name\': u\'ADQUSAGE\', u\'type\': u\'number\', u\'format\': u\'default\'},{u\'title\': u\'Net Ingredient Cost (NIC)\',u\'description\': u\'In GBP. The amount that would be paid using the basic price of the prescribed drug or appliance and the quantity prescribed.Sometimes called the "Net Ingredient Cost" (NIC).The basic price is given either in the Drug Tariff or is determined from prices published by manufacturers, wholesalers or suppliers. Basic price is set out in Parts 8 and 9 of the Drug Tariff. For any drugs or appliances not in Part 8, the price is usually taken from the manufacturer, wholesaler or supplier of the product.\',u\'name\': u\'NIC\', u\'type\': u\'number\', u\'format\': u\'default\'},{u\'title\': u\'Actual Cost\',u\'description\': u\'In GBP. The basic cost after adjustment for the national average discount and some payments to the dispenser.See notes for details of the calculation. The calculation is:Net Ingredient Cost - National Average Discount Percentage + (payment for consumables + out of pocket expenses + payment for containers)\',u\'name\': u\'ACTUAL_COST\', u\'type\': u\'number\', u\'format\': u\'default\'},{u\'title\': u\'Unidentified\',u\'description\': u\'This field shows data from prescription forms that could not be allocated to a Practice. Please see the guidance notes for a more detailed explanation of this field, and its uses.\',u\'name\': u\'UNIDENTIFIED\', u\'type\': u\'string\', u\'format\': u\'default\'},{u\'title\': u\'Presentation SNOMED code\',u\'description\': u\'A SNOMED CT (Systemised Nomenclature of Medicine Clinical Terms) is a clinical vocabulary readable by computers. The SNOMED code contained within the data is a unique identifier for each Medicinal Product (both VMP and AMP level). The identifier will not be re-used and or allocated to another presentation.\',u\'name\': u\'SNOMED_CODE\', u\'type\': u\'number\', u\'format\': u\'default\'}], u\'missingValues\': [u\'\']}', 'bq_table_name': 'EPD_SNOMED_202107', 'hash': '081e0e964c03f7f92f26ce90a7cf3b5767731d6a61c0d3845d8b71d2996624ee', 'description': '', 'format': 'CSV', 'mimetype_inner': None, 'url_type': 'upload', 'mimetype': 'text/csv', 'cache_url': None, 'name': 'EPD_SNOMED_202107', 'created': '2021-09-16T15:08:06.476900', 'url': 'https://opendata.nhsbsa.net/dataset/906115a6-4155-44be-8b81-f8e83cebfb84/resource/bb386c01-2352-4351-9d00-fdc7a316c43f/download/epd_snomed_202107.csv', 'last_modified': '2021-09-16T15:08:06.082320', 'position': 8, 'revision_id': 'aed266fd-d148-4149-ac32-1063af92a5e4', 'resource_type': None}, {'cache_last_updated': None, 'package_id': '906115a6-4155-44be-8b81-f8e83cebfb84', 'datastore_active': 'true', 'id': '7ad2a6ab-d84b-4e25-847b-3b3fc37babdc', 'size': 6508415106, 'title': 'English Prescribing Dataset (EPD) with SNOMED code - Aug 2021', 'restricted': '{level: public}', 'encoding': 'utf8', 'state': 'active', 'sha256': '0e95fe415d4af58ea1b52733f4c18fdeca5bceaa8e9f4ce6d57ed79e31b5698d', 'zip_url': 'https://83025b28472d6aa2bf5ae59f3724aa78.eu.r2.cloudflarestorage.com/dx-nhs-production/DATOPIAN_DATA/EPD_SNOMED_202108.ZIP?response-content-disposition=filename%3DEPD_SNOMED_202108.ZIP&X-Amz-Algorithm=AWS4-HMAC-SHA256&X-Amz-Expires=3600&X-Amz-Credential=d1d532dd4244a61845b7ea3d94bcd4d9%2F20240528%2Fus-east-1%2Fs3%2Faws4_request&X-Amz-SignedHeaders=host&X-Amz-Date=20240528T140339Z&X-Amz-Signature=67fc3cfa4707e5d37b7ce36db56a9126e1636a94a23678cc9851e8b39f6bb2cc', 'lfs_prefix': 'experimental-data-sets/english-prescribing-dataset-epd-with-snomed-code', 'schema': '{u\'fields\': [{u\'title\': u\'Year and Month as YYYYMM\',u\'description\': u\'Example: 201401\',u\'name\': u\'YEAR_MONTH\', u\'type\': u\'number\', u\'format\': u\'default\'},{u\'title\': u\'Regional Office Name\',u\'description\': u\'The name given to a geographical region by NHS England. Each region supports local systems to provide more joined up and care for patients.\',u\'name\': u\'REGIONAL_OFFICE_NAME\', u\'type\': u\'string\', u\'format\': u\'default\'},{u\'title\': u\'Regional Office Code\',u\'description\': u\'The unique code used to refer to a Regional Office.\',u\'name\': u\'REGIONAL_OFFICE_CODE\', u\'type\': u\'string\', u\'format\': u\'default\'},{u\'title\': u\'STP Name\',u\'description\': u\'The name given to a geographical area by NHS England that is a smaller division of a Region. STP stands for Sustainability and Transformation Partnership\',u\'name\': u\'STP_NAME\', u\'type\': u\'string\', u\'format\': u\'default\'},{u\'title\': u\'STP Code\',u\'description\': u\'The unique code used to refer to an STP. STP stands for Sustainability and Transformation Partnership.\',u\'name\': u\'STP_CODE\', u\'type\': u\'string\', u\'format\': u\'default\'},{u\'title\': u\'Primary Care Organisation Name\',u\'description\': u\'An NHS organisation that commissions or provides care services involving prescriptions that are dispensed in the community. For example: a Clinical Commissioning Group (CCG), an NHS Trust.\',u\'name\': u\'PCO_NAME\', u\'type\': u\'string\', u\'format\': u\'default\'},{u\'title\': u\'Primary Care Organisation Code\',u\'description\': u\'The unique code used to refer to a Primary Care Organisation.\',u\'name\': u\'PCO_CODE\', u\'type\': u\'string\', u\'format\': u\'default\'},{u\'title\': u\'Practice Name\',u\'description\': u\'The name of an organisation that employs one or more prescribers who issue prescriptions that may be dispensed in the community. For example:a GP Practice, an Out-of-Hours service, a hospital department within an NHS Trust.\',u\'name\': u\'PRACTICE_NAME\', u\'type\': u\'string\', u\'format\': u\'default\'},{u\'title\': u\'Practice Code\',u\'description\': u\'The unique code used to refer to a Practice.\',u\'name\': u\'PRACTICE_CODE\', u\'type\': u\'string\', u\'format\': u\'default\'},{u\'title\': u\'Address Field 1\',u\'description\': u\'The Address used by a Practice. This data is supplied by Primary Care Support England (PSCE), NHS England Area Teams or the Clinical Commissioning Group, whenever a new practice is opened or if a change of details is required.\',u\'name\': u\'ADDRESS_1\', u\'type\': u\'string\', u\'format\': u\'default\'},{u\'title\': u\'Address Field 2\',u\'description\': u\'The Address used by a Practice. This data is supplied by Primary Care Support England (PSCE), NHS England Area Teams or the Clinical Commissioning Group, whenever a new practice is opened or if a change of details is required.\',u\'name\': u\'ADDRESS_2\', u\'type\': u\'string\', u\'format\': u\'default\'},{u\'title\': u\'Address Field 3\',u\'description\': u\'The Address used by a Practice. This data is supplied by Primary Care Support England (PSCE), NHS England Area Teams or the Clinical Commissioning Group, whenever a new practice is opened or if a change of details is required.\',u\'name\': u\'ADDRESS_3\', u\'type\': u\'string\', u\'format\': u\'default\'},{u\'title\': u\'Address Field 4\',u\'description\': u\'The Address used by a Practice. This data is supplied by Primary Care Support England (PSCE), NHS England Area Teams or the Clinical Commissioning Group, whenever a new practice is opened or if a change of details is required.\',u\'name\': u\'ADDRESS_4\', u\'type\': u\'string\', u\'format\': u\'default\'},{u\'title\': u\'Post Code\',u\'description\': u\'The Address used by a Practice. This data is supplied by Primary Care Support England (PSCE), NHS England Area Teams or the Clinical Commissioning Group, whenever a new practice is opened or if a change of details is required.\',u\'name\': u\'POSTCODE\', u\'type\': u\'string\', u\'format\': u\'default\'},{u\'title\': u\'British National Formulary (BNF) Chemical Substance Code\',u\'description\': u\'A unique code used to refer to a BNF Chemical Substance.For example, 0501013B0\',u\'name\': u\'BNF_CHEMICAL_SUBSTANCE\', u\'type\': u\'string\', u\'format\': u\'default\'},{u\'title\': u\'British National Formulary (BNF) Chemical Substance Description\',u\'description\': u\'The name of the main active ingredient in a drug or the type of an appliance. Determined by the British National Formulatory (BNF) for drugs, or the NHS BSA for appliances. For example, Amoxicillin\',u\'name\': u\'CHEMICAL_SUBSTANCE_BNF_DESCR\', u\'type\': u\'string\', u\'format\': u\'default\'},{u\'title\': u\'British National Formulary (BNF) Code\',u\'description\': u\'The unique code used to refer to a BNF Presentation. For example, 0501013B0AAABAB\',u\'name\': u\'BNF_CODE\', u\'type\': u\'string\', u\'format\': u\'default\'},{u\'title\': u\'British National Formulary (BNF) Description\',u\'description\': u\'The name given to the specific type, strength, and formulation of a drug; or, the specific type of an appliance. For example, Amoxicillin 500mg capsules\',u\'name\': u\'BNF_DESCRIPTION\', u\'type\': u\'string\', u\'format\': u\'default\'},{u\'title\': u\'British National Formulary (BNF) Description\',u\'description\': u\'The name given to a British National Formulatory (BNF) Chapter that includes the prescribed product. Includes the numerical code used to refer to the chapter.For example, 05: Infections\',u\'name\': u\'BNF_CHAPTER_PLUS_CODE\', u\'type\': u\'string\', u\'format\': u\'default\'},{u\'title\': u\'Quantity\',u\'description\': u\'The quantity of a medicine, dressing or appliance for which an individual item was prescribed and dispensed, for each BNF Presentation. This represents a pseudo pack size, to illustrate the typical range of prescribed quantities of a given presentation. For example, a quantity of 28 for Amoxicillin 500mg capsules means that the pack size dispensed was 28 capsules.\',u\'name\': u\'QUANTITY\', u\'type\': u\'number\', u\'format\': u\'default\'},{u\'title\': u\'Items\',u\'description\': u\'The number of times a product appears on a prescription form. Prescription forms include both paper prescriptions and electronic messages.\',u\'name\': u\'ITEMS\', u\'type\': u\'number\', u\'format\': u\'default\'},{u\'title\': u\'Total Quantity\',u\'description\': u\'The total quantity of a drug or appliance that was prescribed.This is calculated by multiplying Quantity by Items. For example, if 2 items of Amoxicillin 500mg capsules with a quantity of 28 were prescribed, total quantity will be 56.\',u\'name\': u\'TOTAL_QUANTITY\', u\'type\': u\'number\', u\'format\': u\'default\'},{u\'title\': u\'Average Daily Quantity (ADQ)\',u\'description\': u\'Average Daily Quantity (ADQ) is the typical daily dose of a medication, prescribed to adult patients by GP Practices.This field shows the quantity prescribed multiplied by the strength, which is then divided by the Average Daily Quantity value.\',u\'name\': u\'ADQUSAGE\', u\'type\': u\'number\', u\'format\': u\'default\'},{u\'title\': u\'Net Ingredient Cost (NIC)\',u\'description\': u\'In GBP. The amount that would be paid using the basic price of the prescribed drug or appliance and the quantity prescribed.Sometimes called the "Net Ingredient Cost" (NIC).The basic price is given either in the Drug Tariff or is determined from prices published by manufacturers, wholesalers or suppliers. Basic price is set out in Parts 8 and 9 of the Drug Tariff. For any drugs or appliances not in Part 8, the price is usually taken from the manufacturer, wholesaler or supplier of the product.\',u\'name\': u\'NIC\', u\'type\': u\'number\', u\'format\': u\'default\'},{u\'title\': u\'Actual Cost\',u\'description\': u\'In GBP. The basic cost after adjustment for the national average discount and some payments to the dispenser.See notes for details of the calculation. The calculation is:Net Ingredient Cost - National Average Discount Percentage + (payment for consumables + out of pocket expenses + payment for containers)\',u\'name\': u\'ACTUAL_COST\', u\'type\': u\'number\', u\'format\': u\'default\'},{u\'title\': u\'Unidentified\',u\'description\': u\'This field shows data from prescription forms that could not be allocated to a Practice. Please see the guidance notes for a more detailed explanation of this field, and its uses.\',u\'name\': u\'UNIDENTIFIED\', u\'type\': u\'string\', u\'format\': u\'default\'},{u\'title\': u\'Presentation SNOMED code\',u\'description\': u\'A SNOMED CT (Systemised Nomenclature of Medicine Clinical Terms) is a clinical vocabulary readable by computers. The SNOMED code contained within the data is a unique identifier for each Medicinal Product (both VMP and AMP level). The identifier will not be re-used and or allocated to another presentation.\',u\'name\': u\'SNOMED_CODE\', u\'type\': u\'number\', u\'format\': u\'default\'}], u\'missingValues\': [u\'\']}', 'bq_table_name': 'EPD_SNOMED_202108', 'hash': '0e95fe415d4af58ea1b52733f4c18fdeca5bceaa8e9f4ce6d57ed79e31b5698d', 'description': '', 'format': 'CSV', 'mimetype_inner': None, 'url_type': 'upload', 'mimetype': 'text/csv', 'cache_url': None, 'name': 'EPD_SNOMED_202108', 'created': '2021-10-14T10:24:56.811432', 'url': 'https://opendata.nhsbsa.net/dataset/906115a6-4155-44be-8b81-f8e83cebfb84/resource/7ad2a6ab-d84b-4e25-847b-3b3fc37babdc/download/epd_snomed_202108.csv', 'last_modified': '2021-10-14T10:24:56.369337', 'position': 9, 'revision_id': 'aed266fd-d148-4149-ac32-1063af92a5e4', 'resource_type': None}, {'cache_last_updated': None, 'package_id': '906115a6-4155-44be-8b81-f8e83cebfb84', 'datastore_active': 'true', 'id': '374ee7ac-fd8e-4c3f-b7a9-6ea27cc16d63', 'size': 6667974553, 'title': 'English Prescribing Dataset (EPD) with SNOMED code - Sep 2021', 'restricted': '{level: public}', 'encoding': 'utf8', 'state': 'active', 'sha256': '27fa196a9da7231483abd4d2db2b24d3629f50d872f88fc177c66ae07678d3f6', 'zip_url': 'https://83025b28472d6aa2bf5ae59f3724aa78.eu.r2.cloudflarestorage.com/dx-nhs-production/DATOPIAN_DATA/EPD_SNOMED_202109.ZIP?response-content-disposition=filename%3DEPD_SNOMED_202109.ZIP&X-Amz-Algorithm=AWS4-HMAC-SHA256&X-Amz-Expires=3600&X-Amz-Credential=d1d532dd4244a61845b7ea3d94bcd4d9%2F20240528%2Fus-east-1%2Fs3%2Faws4_request&X-Amz-SignedHeaders=host&X-Amz-Date=20240528T140339Z&X-Amz-Signature=ed3e84000bccc60a3487660ed8341da9e5be64ce20781a1449427f074065dba9', 'lfs_prefix': 'experimental-data-sets/english-prescribing-dataset-epd-with-snomed-code', 'schema': '{u\'fields\': [{u\'title\': u\'Year and Month as YYYYMM\',u\'description\': u\'Example: 201401\',u\'name\': u\'YEAR_MONTH\', u\'type\': u\'number\', u\'format\': u\'default\'},{u\'title\': u\'Regional Office Name\',u\'description\': u\'The name given to a geographical region by NHS England. Each region supports local systems to provide more joined up and care for patients.\',u\'name\': u\'REGIONAL_OFFICE_NAME\', u\'type\': u\'string\', u\'format\': u\'default\'},{u\'title\': u\'Regional Office Code\',u\'description\': u\'The unique code used to refer to a Regional Office.\',u\'name\': u\'REGIONAL_OFFICE_CODE\', u\'type\': u\'string\', u\'format\': u\'default\'},{u\'title\': u\'STP Name\',u\'description\': u\'The name given to a geographical area by NHS England that is a smaller division of a Region. STP stands for Sustainability and Transformation Partnership\',u\'name\': u\'STP_NAME\', u\'type\': u\'string\', u\'format\': u\'default\'},{u\'title\': u\'STP Code\',u\'description\': u\'The unique code used to refer to an STP. STP stands for Sustainability and Transformation Partnership.\',u\'name\': u\'STP_CODE\', u\'type\': u\'string\', u\'format\': u\'default\'},{u\'title\': u\'Primary Care Organisation Name\',u\'description\': u\'An NHS organisation that commissions or provides care services involving prescriptions that are dispensed in the community. For example: a Clinical Commissioning Group (CCG), an NHS Trust.\',u\'name\': u\'PCO_NAME\', u\'type\': u\'string\', u\'format\': u\'default\'},{u\'title\': u\'Primary Care Organisation Code\',u\'description\': u\'The unique code used to refer to a Primary Care Organisation.\',u\'name\': u\'PCO_CODE\', u\'type\': u\'string\', u\'format\': u\'default\'},{u\'title\': u\'Practice Name\',u\'description\': u\'The name of an organisation that employs one or more prescribers who issue prescriptions that may be dispensed in the community. For example:a GP Practice, an Out-of-Hours service, a hospital department within an NHS Trust.\',u\'name\': u\'PRACTICE_NAME\', u\'type\': u\'string\', u\'format\': u\'default\'},{u\'title\': u\'Practice Code\',u\'description\': u\'The unique code used to refer to a Practice.\',u\'name\': u\'PRACTICE_CODE\', u\'type\': u\'string\', u\'format\': u\'default\'},{u\'title\': u\'Address Field 1\',u\'description\': u\'The Address used by a Practice. This data is supplied by Primary Care Support England (PSCE), NHS England Area Teams or the Clinical Commissioning Group, whenever a new practice is opened or if a change of details is required.\',u\'name\': u\'ADDRESS_1\', u\'type\': u\'string\', u\'format\': u\'default\'},{u\'title\': u\'Address Field 2\',u\'description\': u\'The Address used by a Practice. This data is supplied by Primary Care Support England (PSCE), NHS England Area Teams or the Clinical Commissioning Group, whenever a new practice is opened or if a change of details is required.\',u\'name\': u\'ADDRESS_2\', u\'type\': u\'string\', u\'format\': u\'default\'},{u\'title\': u\'Address Field 3\',u\'description\': u\'The Address used by a Practice. This data is supplied by Primary Care Support England (PSCE), NHS England Area Teams or the Clinical Commissioning Group, whenever a new practice is opened or if a change of details is required.\',u\'name\': u\'ADDRESS_3\', u\'type\': u\'string\', u\'format\': u\'default\'},{u\'title\': u\'Address Field 4\',u\'description\': u\'The Address used by a Practice. This data is supplied by Primary Care Support England (PSCE), NHS England Area Teams or the Clinical Commissioning Group, whenever a new practice is opened or if a change of details is required.\',u\'name\': u\'ADDRESS_4\', u\'type\': u\'string\', u\'format\': u\'default\'},{u\'title\': u\'Post Code\',u\'description\': u\'The Address used by a Practice. This data is supplied by Primary Care Support England (PSCE), NHS England Area Teams or the Clinical Commissioning Group, whenever a new practice is opened or if a change of details is required.\',u\'name\': u\'POSTCODE\', u\'type\': u\'string\', u\'format\': u\'default\'},{u\'title\': u\'British National Formulary (BNF) Chemical Substance Code\',u\'description\': u\'A unique code used to refer to a BNF Chemical Substance.For example, 0501013B0\',u\'name\': u\'BNF_CHEMICAL_SUBSTANCE\', u\'type\': u\'string\', u\'format\': u\'default\'},{u\'title\': u\'British National Formulary (BNF) Chemical Substance Description\',u\'description\': u\'The name of the main active ingredient in a drug or the type of an appliance. Determined by the British National Formulatory (BNF) for drugs, or the NHS BSA for appliances. For example, Amoxicillin\',u\'name\': u\'CHEMICAL_SUBSTANCE_BNF_DESCR\', u\'type\': u\'string\', u\'format\': u\'default\'},{u\'title\': u\'British National Formulary (BNF) Code\',u\'description\': u\'The unique code used to refer to a BNF Presentation. For example, 0501013B0AAABAB\',u\'name\': u\'BNF_CODE\', u\'type\': u\'string\', u\'format\': u\'default\'},{u\'title\': u\'British National Formulary (BNF) Description\',u\'description\': u\'The name given to the specific type, strength, and formulation of a drug; or, the specific type of an appliance. For example, Amoxicillin 500mg capsules\',u\'name\': u\'BNF_DESCRIPTION\', u\'type\': u\'string\', u\'format\': u\'default\'},{u\'title\': u\'British National Formulary (BNF) Description\',u\'description\': u\'The name given to a British National Formulatory (BNF) Chapter that includes the prescribed product. Includes the numerical code used to refer to the chapter.For example, 05: Infections\',u\'name\': u\'BNF_CHAPTER_PLUS_CODE\', u\'type\': u\'string\', u\'format\': u\'default\'},{u\'title\': u\'Quantity\',u\'description\': u\'The quantity of a medicine, dressing or appliance for which an individual item was prescribed and dispensed, for each BNF Presentation. This represents a pseudo pack size, to illustrate the typical range of prescribed quantities of a given presentation. For example, a quantity of 28 for Amoxicillin 500mg capsules means that the pack size dispensed was 28 capsules.\',u\'name\': u\'QUANTITY\', u\'type\': u\'number\', u\'format\': u\'default\'},{u\'title\': u\'Items\',u\'description\': u\'The number of times a product appears on a prescription form. Prescription forms include both paper prescriptions and electronic messages.\',u\'name\': u\'ITEMS\', u\'type\': u\'number\', u\'format\': u\'default\'},{u\'title\': u\'Total Quantity\',u\'description\': u\'The total quantity of a drug or appliance that was prescribed.This is calculated by multiplying Quantity by Items. For example, if 2 items of Amoxicillin 500mg capsules with a quantity of 28 were prescribed, total quantity will be 56.\',u\'name\': u\'TOTAL_QUANTITY\', u\'type\': u\'number\', u\'format\': u\'default\'},{u\'title\': u\'Average Daily Quantity (ADQ)\',u\'description\': u\'Average Daily Quantity (ADQ) is the typical daily dose of a medication, prescribed to adult patients by GP Practices.This field shows the quantity prescribed multiplied by the strength, which is then divided by the Average Daily Quantity value.\',u\'name\': u\'ADQUSAGE\', u\'type\': u\'number\', u\'format\': u\'default\'},{u\'title\': u\'Net Ingredient Cost (NIC)\',u\'description\': u\'In GBP. The amount that would be paid using the basic price of the prescribed drug or appliance and the quantity prescribed.Sometimes called the "Net Ingredient Cost" (NIC).The basic price is given either in the Drug Tariff or is determined from prices published by manufacturers, wholesalers or suppliers. Basic price is set out in Parts 8 and 9 of the Drug Tariff. For any drugs or appliances not in Part 8, the price is usually taken from the manufacturer, wholesaler or supplier of the product.\',u\'name\': u\'NIC\', u\'type\': u\'number\', u\'format\': u\'default\'},{u\'title\': u\'Actual Cost\',u\'description\': u\'In GBP. The basic cost after adjustment for the national average discount and some payments to the dispenser.See notes for details of the calculation. The calculation is:Net Ingredient Cost - National Average Discount Percentage + (payment for consumables + out of pocket expenses + payment for containers)\',u\'name\': u\'ACTUAL_COST\', u\'type\': u\'number\', u\'format\': u\'default\'},{u\'title\': u\'Unidentified\',u\'description\': u\'This field shows data from prescription forms that could not be allocated to a Practice. Please see the guidance notes for a more detailed explanation of this field, and its uses.\',u\'name\': u\'UNIDENTIFIED\', u\'type\': u\'string\', u\'format\': u\'default\'},{u\'title\': u\'Presentation SNOMED code\',u\'description\': u\'A SNOMED CT (Systemised Nomenclature of Medicine Clinical Terms) is a clinical vocabulary readable by computers. The SNOMED code contained within the data is a unique identifier for each Medicinal Product (both VMP and AMP level). The identifier will not be re-used and or allocated to another presentation.\',u\'name\': u\'SNOMED_CODE\', u\'type\': u\'number\', u\'format\': u\'default\'}], u\'missingValues\': [u\'\']}', 'bq_table_name': 'EPD_SNOMED_202109', 'hash': '27fa196a9da7231483abd4d2db2b24d3629f50d872f88fc177c66ae07678d3f6', 'description': '', 'format': 'CSV', 'mimetype_inner': None, 'url_type': 'upload', 'mimetype': 'text/csv', 'cache_url': None, 'name': 'EPD_SNOMED_202109', 'created': '2021-11-12T11:41:56.358752', 'url': 'https://opendata.nhsbsa.net/dataset/906115a6-4155-44be-8b81-f8e83cebfb84/resource/374ee7ac-fd8e-4c3f-b7a9-6ea27cc16d63/download/epd_snomed_202109.csv', 'last_modified': '2021-11-12T11:41:56.147185', 'position': 10, 'revision_id': 'aed266fd-d148-4149-ac32-1063af92a5e4', 'resource_type': None}, {'cache_last_updated': None, 'package_id': '906115a6-4155-44be-8b81-f8e83cebfb84', 'datastore_active': 'true', 'id': 'f4e1021f-5f23-46b7-8730-8c0d599a92a7', 'size': 6548753347, 'title': 'English Prescribing Dataset (EPD) with SNOMED code - Oct 2021', 'restricted': '{level: public}', 'encoding': 'utf8', 'state': 'active', 'sha256': 'ac1789e17c8d4eaf5099b82ed3750fa2e33ce8e58c4886eba7b83324757a67fb', 'zip_url': 'https://83025b28472d6aa2bf5ae59f3724aa78.eu.r2.cloudflarestorage.com/dx-nhs-production/DATOPIAN_DATA/EPD_SNOMED_202110.ZIP?response-content-disposition=filename%3DEPD_SNOMED_202110.ZIP&X-Amz-Algorithm=AWS4-HMAC-SHA256&X-Amz-Expires=3600&X-Amz-Credential=d1d532dd4244a61845b7ea3d94bcd4d9%2F20240528%2Fus-east-1%2Fs3%2Faws4_request&X-Amz-SignedHeaders=host&X-Amz-Date=20240528T140339Z&X-Amz-Signature=7313d860142a378f4c2b5f9de4ab8e95ed966a97d62fd1eea5fee274bb46057e', 'lfs_prefix': 'experimental-data-sets/english-prescribing-dataset-epd-with-snomed-code', 'schema': '{u\'fields\': [{u\'title\': u\'Year and Month as YYYYMM\',u\'description\': u\'Example: 201401\',u\'name\': u\'YEAR_MONTH\', u\'type\': u\'number\', u\'format\': u\'default\'},{u\'title\': u\'Regional Office Name\',u\'description\': u\'The name given to a geographical region by NHS England. Each region supports local systems to provide more joined up and care for patients.\',u\'name\': u\'REGIONAL_OFFICE_NAME\', u\'type\': u\'string\', u\'format\': u\'default\'},{u\'title\': u\'Regional Office Code\',u\'description\': u\'The unique code used to refer to a Regional Office.\',u\'name\': u\'REGIONAL_OFFICE_CODE\', u\'type\': u\'string\', u\'format\': u\'default\'},{u\'title\': u\'STP Name\',u\'description\': u\'The name given to a geographical area by NHS England that is a smaller division of a Region. STP stands for Sustainability and Transformation Partnership\',u\'name\': u\'STP_NAME\', u\'type\': u\'string\', u\'format\': u\'default\'},{u\'title\': u\'STP Code\',u\'description\': u\'The unique code used to refer to an STP. STP stands for Sustainability and Transformation Partnership.\',u\'name\': u\'STP_CODE\', u\'type\': u\'string\', u\'format\': u\'default\'},{u\'title\': u\'Primary Care Organisation Name\',u\'description\': u\'An NHS organisation that commissions or provides care services involving prescriptions that are dispensed in the community. For example: a Clinical Commissioning Group (CCG), an NHS Trust.\',u\'name\': u\'PCO_NAME\', u\'type\': u\'string\', u\'format\': u\'default\'},{u\'title\': u\'Primary Care Organisation Code\',u\'description\': u\'The unique code used to refer to a Primary Care Organisation.\',u\'name\': u\'PCO_CODE\', u\'type\': u\'string\', u\'format\': u\'default\'},{u\'title\': u\'Practice Name\',u\'description\': u\'The name of an organisation that employs one or more prescribers who issue prescriptions that may be dispensed in the community. For example:a GP Practice, an Out-of-Hours service, a hospital department within an NHS Trust.\',u\'name\': u\'PRACTICE_NAME\', u\'type\': u\'string\', u\'format\': u\'default\'},{u\'title\': u\'Practice Code\',u\'description\': u\'The unique code used to refer to a Practice.\',u\'name\': u\'PRACTICE_CODE\', u\'type\': u\'string\', u\'format\': u\'default\'},{u\'title\': u\'Address Field 1\',u\'description\': u\'The Address used by a Practice. This data is supplied by Primary Care Support England (PSCE), NHS England Area Teams or the Clinical Commissioning Group, whenever a new practice is opened or if a change of details is required.\',u\'name\': u\'ADDRESS_1\', u\'type\': u\'string\', u\'format\': u\'default\'},{u\'title\': u\'Address Field 2\',u\'description\': u\'The Address used by a Practice. This data is supplied by Primary Care Support England (PSCE), NHS England Area Teams or the Clinical Commissioning Group, whenever a new practice is opened or if a change of details is required.\',u\'name\': u\'ADDRESS_2\', u\'type\': u\'string\', u\'format\': u\'default\'},{u\'title\': u\'Address Field 3\',u\'description\': u\'The Address used by a Practice. This data is supplied by Primary Care Support England (PSCE), NHS England Area Teams or the Clinical Commissioning Group, whenever a new practice is opened or if a change of details is required.\',u\'name\': u\'ADDRESS_3\', u\'type\': u\'string\', u\'format\': u\'default\'},{u\'title\': u\'Address Field 4\',u\'description\': u\'The Address used by a Practice. This data is supplied by Primary Care Support England (PSCE), NHS England Area Teams or the Clinical Commissioning Group, whenever a new practice is opened or if a change of details is required.\',u\'name\': u\'ADDRESS_4\', u\'type\': u\'string\', u\'format\': u\'default\'},{u\'title\': u\'Post Code\',u\'description\': u\'The Address used by a Practice. This data is supplied by Primary Care Support England (PSCE), NHS England Area Teams or the Clinical Commissioning Group, whenever a new practice is opened or if a change of details is required.\',u\'name\': u\'POSTCODE\', u\'type\': u\'string\', u\'format\': u\'default\'},{u\'title\': u\'British National Formulary (BNF) Chemical Substance Code\',u\'description\': u\'A unique code used to refer to a BNF Chemical Substance.For example, 0501013B0\',u\'name\': u\'BNF_CHEMICAL_SUBSTANCE\', u\'type\': u\'string\', u\'format\': u\'default\'},{u\'title\': u\'British National Formulary (BNF) Chemical Substance Description\',u\'description\': u\'The name of the main active ingredient in a drug or the type of an appliance. Determined by the British National Formulatory (BNF) for drugs, or the NHS BSA for appliances. For example, Amoxicillin\',u\'name\': u\'CHEMICAL_SUBSTANCE_BNF_DESCR\', u\'type\': u\'string\', u\'format\': u\'default\'},{u\'title\': u\'British National Formulary (BNF) Code\',u\'description\': u\'The unique code used to refer to a BNF Presentation. For example, 0501013B0AAABAB\',u\'name\': u\'BNF_CODE\', u\'type\': u\'string\', u\'format\': u\'default\'},{u\'title\': u\'British National Formulary (BNF) Description\',u\'description\': u\'The name given to the specific type, strength, and formulation of a drug; or, the specific type of an appliance. For example, Amoxicillin 500mg capsules\',u\'name\': u\'BNF_DESCRIPTION\', u\'type\': u\'string\', u\'format\': u\'default\'},{u\'title\': u\'British National Formulary (BNF) Description\',u\'description\': u\'The name given to a British National Formulatory (BNF) Chapter that includes the prescribed product. Includes the numerical code used to refer to the chapter.For example, 05: Infections\',u\'name\': u\'BNF_CHAPTER_PLUS_CODE\', u\'type\': u\'string\', u\'format\': u\'default\'},{u\'title\': u\'Quantity\',u\'description\': u\'The quantity of a medicine, dressing or appliance for which an individual item was prescribed and dispensed, for each BNF Presentation. This represents a pseudo pack size, to illustrate the typical range of prescribed quantities of a given presentation. For example, a quantity of 28 for Amoxicillin 500mg capsules means that the pack size dispensed was 28 capsules.\',u\'name\': u\'QUANTITY\', u\'type\': u\'number\', u\'format\': u\'default\'},{u\'title\': u\'Items\',u\'description\': u\'The number of times a product appears on a prescription form. Prescription forms include both paper prescriptions and electronic messages.\',u\'name\': u\'ITEMS\', u\'type\': u\'number\', u\'format\': u\'default\'},{u\'title\': u\'Total Quantity\',u\'description\': u\'The total quantity of a drug or appliance that was prescribed.This is calculated by multiplying Quantity by Items. For example, if 2 items of Amoxicillin 500mg capsules with a quantity of 28 were prescribed, total quantity will be 56.\',u\'name\': u\'TOTAL_QUANTITY\', u\'type\': u\'number\', u\'format\': u\'default\'},{u\'title\': u\'Average Daily Quantity (ADQ)\',u\'description\': u\'Average Daily Quantity (ADQ) is the typical daily dose of a medication, prescribed to adult patients by GP Practices.This field shows the quantity prescribed multiplied by the strength, which is then divided by the Average Daily Quantity value.\',u\'name\': u\'ADQUSAGE\', u\'type\': u\'number\', u\'format\': u\'default\'},{u\'title\': u\'Net Ingredient Cost (NIC)\',u\'description\': u\'In GBP. The amount that would be paid using the basic price of the prescribed drug or appliance and the quantity prescribed.Sometimes called the "Net Ingredient Cost" (NIC).The basic price is given either in the Drug Tariff or is determined from prices published by manufacturers, wholesalers or suppliers. Basic price is set out in Parts 8 and 9 of the Drug Tariff. For any drugs or appliances not in Part 8, the price is usually taken from the manufacturer, wholesaler or supplier of the product.\',u\'name\': u\'NIC\', u\'type\': u\'number\', u\'format\': u\'default\'},{u\'title\': u\'Actual Cost\',u\'description\': u\'In GBP. The basic cost after adjustment for the national average discount and some payments to the dispenser.See notes for details of the calculation. The calculation is:Net Ingredient Cost - National Average Discount Percentage + (payment for consumables + out of pocket expenses + payment for containers)\',u\'name\': u\'ACTUAL_COST\', u\'type\': u\'number\', u\'format\': u\'default\'},{u\'title\': u\'Unidentified\',u\'description\': u\'This field shows data from prescription forms that could not be allocated to a Practice. Please see the guidance notes for a more detailed explanation of this field, and its uses.\',u\'name\': u\'UNIDENTIFIED\', u\'type\': u\'string\', u\'format\': u\'default\'},{u\'title\': u\'Presentation SNOMED code\',u\'description\': u\'A SNOMED CT (Systemised Nomenclature of Medicine Clinical Terms) is a clinical vocabulary readable by computers. The SNOMED code contained within the data is a unique identifier for each Medicinal Product (both VMP and AMP level). The identifier will not be re-used and or allocated to another presentation.\',u\'name\': u\'SNOMED_CODE\', u\'type\': u\'number\', u\'format\': u\'default\'}], u\'missingValues\': [u\'\']}', 'bq_table_name': 'EPD_SNOMED_202110', 'hash': 'ac1789e17c8d4eaf5099b82ed3750fa2e33ce8e58c4886eba7b83324757a67fb', 'description': '', 'format': 'CSV', 'mimetype_inner': None, 'url_type': 'upload', 'mimetype': 'text/csv', 'cache_url': None, 'name': 'EPD_SNOMED_202110', 'created': '2022-01-13T10:37:15.745664', 'url': 'https://opendata.nhsbsa.net/dataset/906115a6-4155-44be-8b81-f8e83cebfb84/resource/f4e1021f-5f23-46b7-8730-8c0d599a92a7/download/epd_snomed_202110.csv', 'last_modified': '2022-01-13T10:37:15.603989', 'position': 11, 'revision_id': 'aed266fd-d148-4149-ac32-1063af92a5e4', 'resource_type': None}, {'cache_last_updated': None, 'package_id': '906115a6-4155-44be-8b81-f8e83cebfb84', 'datastore_active': 'true', 'id': '464082e8-03f0-4b81-80bb-7784cb6de2af', 'size': 6657921788, 'title': 'English Prescribing Dataset (EPD) with SNOMED code - Nov 2021', 'restricted': '{level: public}', 'encoding': 'utf8', 'state': 'active', 'sha256': '95b1a86107ddb501c31eb1fe2d6af5ca09178caf5db659286a99b1f8c4317927', 'zip_url': 'https://83025b28472d6aa2bf5ae59f3724aa78.eu.r2.cloudflarestorage.com/dx-nhs-production/DATOPIAN_DATA/EPD_SNOMED_202111.ZIP?response-content-disposition=filename%3DEPD_SNOMED_202111.ZIP&X-Amz-Algorithm=AWS4-HMAC-SHA256&X-Amz-Expires=3600&X-Amz-Credential=d1d532dd4244a61845b7ea3d94bcd4d9%2F20240528%2Fus-east-1%2Fs3%2Faws4_request&X-Amz-SignedHeaders=host&X-Amz-Date=20240528T140339Z&X-Amz-Signature=225fac1b8b5dce8ecb902a24b2d77c61506dfda6bb811dbc9c219f2982a3bd3c', 'lfs_prefix': 'experimental-data-sets/english-prescribing-dataset-epd-with-snomed-code', 'schema': '{u\'fields\': [{u\'title\': u\'Year and Month as YYYYMM\',u\'description\': u\'Example: 201401\',u\'name\': u\'YEAR_MONTH\', u\'type\': u\'number\', u\'format\': u\'default\'},{u\'title\': u\'Regional Office Name\',u\'description\': u\'The name given to a geographical region by NHS England. Each region supports local systems to provide more joined up and care for patients.\',u\'name\': u\'REGIONAL_OFFICE_NAME\', u\'type\': u\'string\', u\'format\': u\'default\'},{u\'title\': u\'Regional Office Code\',u\'description\': u\'The unique code used to refer to a Regional Office.\',u\'name\': u\'REGIONAL_OFFICE_CODE\', u\'type\': u\'string\', u\'format\': u\'default\'},{u\'title\': u\'STP Name\',u\'description\': u\'The name given to a geographical area by NHS England that is a smaller division of a Region. STP stands for Sustainability and Transformation Partnership\',u\'name\': u\'STP_NAME\', u\'type\': u\'string\', u\'format\': u\'default\'},{u\'title\': u\'STP Code\',u\'description\': u\'The unique code used to refer to an STP. STP stands for Sustainability and Transformation Partnership.\',u\'name\': u\'STP_CODE\', u\'type\': u\'string\', u\'format\': u\'default\'},{u\'title\': u\'Primary Care Organisation Name\',u\'description\': u\'An NHS organisation that commissions or provides care services involving prescriptions that are dispensed in the community. For example: a Clinical Commissioning Group (CCG), an NHS Trust.\',u\'name\': u\'PCO_NAME\', u\'type\': u\'string\', u\'format\': u\'default\'},{u\'title\': u\'Primary Care Organisation Code\',u\'description\': u\'The unique code used to refer to a Primary Care Organisation.\',u\'name\': u\'PCO_CODE\', u\'type\': u\'string\', u\'format\': u\'default\'},{u\'title\': u\'Practice Name\',u\'description\': u\'The name of an organisation that employs one or more prescribers who issue prescriptions that may be dispensed in the community. For example:a GP Practice, an Out-of-Hours service, a hospital department within an NHS Trust.\',u\'name\': u\'PRACTICE_NAME\', u\'type\': u\'string\', u\'format\': u\'default\'},{u\'title\': u\'Practice Code\',u\'description\': u\'The unique code used to refer to a Practice.\',u\'name\': u\'PRACTICE_CODE\', u\'type\': u\'string\', u\'format\': u\'default\'},{u\'title\': u\'Address Field 1\',u\'description\': u\'The Address used by a Practice. This data is supplied by Primary Care Support England (PSCE), NHS England Area Teams or the Clinical Commissioning Group, whenever a new practice is opened or if a change of details is required.\',u\'name\': u\'ADDRESS_1\', u\'type\': u\'string\', u\'format\': u\'default\'},{u\'title\': u\'Address Field 2\',u\'description\': u\'The Address used by a Practice. This data is supplied by Primary Care Support England (PSCE), NHS England Area Teams or the Clinical Commissioning Group, whenever a new practice is opened or if a change of details is required.\',u\'name\': u\'ADDRESS_2\', u\'type\': u\'string\', u\'format\': u\'default\'},{u\'title\': u\'Address Field 3\',u\'description\': u\'The Address used by a Practice. This data is supplied by Primary Care Support England (PSCE), NHS England Area Teams or the Clinical Commissioning Group, whenever a new practice is opened or if a change of details is required.\',u\'name\': u\'ADDRESS_3\', u\'type\': u\'string\', u\'format\': u\'default\'},{u\'title\': u\'Address Field 4\',u\'description\': u\'The Address used by a Practice. This data is supplied by Primary Care Support England (PSCE), NHS England Area Teams or the Clinical Commissioning Group, whenever a new practice is opened or if a change of details is required.\',u\'name\': u\'ADDRESS_4\', u\'type\': u\'string\', u\'format\': u\'default\'},{u\'title\': u\'Post Code\',u\'description\': u\'The Address used by a Practice. This data is supplied by Primary Care Support England (PSCE), NHS England Area Teams or the Clinical Commissioning Group, whenever a new practice is opened or if a change of details is required.\',u\'name\': u\'POSTCODE\', u\'type\': u\'string\', u\'format\': u\'default\'},{u\'title\': u\'British National Formulary (BNF) Chemical Substance Code\',u\'description\': u\'A unique code used to refer to a BNF Chemical Substance.For example, 0501013B0\',u\'name\': u\'BNF_CHEMICAL_SUBSTANCE\', u\'type\': u\'string\', u\'format\': u\'default\'},{u\'title\': u\'British National Formulary (BNF) Chemical Substance Description\',u\'description\': u\'The name of the main active ingredient in a drug or the type of an appliance. Determined by the British National Formulatory (BNF) for drugs, or the NHS BSA for appliances. For example, Amoxicillin\',u\'name\': u\'CHEMICAL_SUBSTANCE_BNF_DESCR\', u\'type\': u\'string\', u\'format\': u\'default\'},{u\'title\': u\'British National Formulary (BNF) Code\',u\'description\': u\'The unique code used to refer to a BNF Presentation. For example, 0501013B0AAABAB\',u\'name\': u\'BNF_CODE\', u\'type\': u\'string\', u\'format\': u\'default\'},{u\'title\': u\'British National Formulary (BNF) Description\',u\'description\': u\'The name given to the specific type, strength, and formulation of a drug; or, the specific type of an appliance. For example, Amoxicillin 500mg capsules\',u\'name\': u\'BNF_DESCRIPTION\', u\'type\': u\'string\', u\'format\': u\'default\'},{u\'title\': u\'British National Formulary (BNF) Description\',u\'description\': u\'The name given to a British National Formulatory (BNF) Chapter that includes the prescribed product. Includes the numerical code used to refer to the chapter.For example, 05: Infections\',u\'name\': u\'BNF_CHAPTER_PLUS_CODE\', u\'type\': u\'string\', u\'format\': u\'default\'},{u\'title\': u\'Quantity\',u\'description\': u\'The quantity of a medicine, dressing or appliance for which an individual item was prescribed and dispensed, for each BNF Presentation. This represents a pseudo pack size, to illustrate the typical range of prescribed quantities of a given presentation. For example, a quantity of 28 for Amoxicillin 500mg capsules means that the pack size dispensed was 28 capsules.\',u\'name\': u\'QUANTITY\', u\'type\': u\'number\', u\'format\': u\'default\'},{u\'title\': u\'Items\',u\'description\': u\'The number of times a product appears on a prescription form. Prescription forms include both paper prescriptions and electronic messages.\',u\'name\': u\'ITEMS\', u\'type\': u\'number\', u\'format\': u\'default\'},{u\'title\': u\'Total Quantity\',u\'description\': u\'The total quantity of a drug or appliance that was prescribed.This is calculated by multiplying Quantity by Items. For example, if 2 items of Amoxicillin 500mg capsules with a quantity of 28 were prescribed, total quantity will be 56.\',u\'name\': u\'TOTAL_QUANTITY\', u\'type\': u\'number\', u\'format\': u\'default\'},{u\'title\': u\'Average Daily Quantity (ADQ)\',u\'description\': u\'Average Daily Quantity (ADQ) is the typical daily dose of a medication, prescribed to adult patients by GP Practices.This field shows the quantity prescribed multiplied by the strength, which is then divided by the Average Daily Quantity value.\',u\'name\': u\'ADQUSAGE\', u\'type\': u\'number\', u\'format\': u\'default\'},{u\'title\': u\'Net Ingredient Cost (NIC)\',u\'description\': u\'In GBP. The amount that would be paid using the basic price of the prescribed drug or appliance and the quantity prescribed.Sometimes called the "Net Ingredient Cost" (NIC).The basic price is given either in the Drug Tariff or is determined from prices published by manufacturers, wholesalers or suppliers. Basic price is set out in Parts 8 and 9 of the Drug Tariff. For any drugs or appliances not in Part 8, the price is usually taken from the manufacturer, wholesaler or supplier of the product.\',u\'name\': u\'NIC\', u\'type\': u\'number\', u\'format\': u\'default\'},{u\'title\': u\'Actual Cost\',u\'description\': u\'In GBP. The basic cost after adjustment for the national average discount and some payments to the dispenser.See notes for details of the calculation. The calculation is:Net Ingredient Cost - National Average Discount Percentage + (payment for consumables + out of pocket expenses + payment for containers)\',u\'name\': u\'ACTUAL_COST\', u\'type\': u\'number\', u\'format\': u\'default\'},{u\'title\': u\'Unidentified\',u\'description\': u\'This field shows data from prescription forms that could not be allocated to a Practice. Please see the guidance notes for a more detailed explanation of this field, and its uses.\',u\'name\': u\'UNIDENTIFIED\', u\'type\': u\'string\', u\'format\': u\'default\'},{u\'title\': u\'Presentation SNOMED code\',u\'description\': u\'A SNOMED CT (Systemised Nomenclature of Medicine Clinical Terms) is a clinical vocabulary readable by computers. The SNOMED code contained within the data is a unique identifier for each Medicinal Product (both VMP and AMP level). The identifier will not be re-used and or allocated to another presentation.\',u\'name\': u\'SNOMED_CODE\', u\'type\': u\'number\', u\'format\': u\'default\'}], u\'missingValues\': [u\'\']}', 'bq_table_name': 'EPD_SNOMED_202111', 'hash': '95b1a86107ddb501c31eb1fe2d6af5ca09178caf5db659286a99b1f8c4317927', 'description': '', 'format': 'CSV', 'mimetype_inner': None, 'url_type': 'upload', 'mimetype': 'text/csv', 'cache_url': None, 'name': 'EPD_SNOMED_202111', 'created': '2022-01-17T19:49:36.418861', 'url': 'https://opendata.nhsbsa.net/dataset/906115a6-4155-44be-8b81-f8e83cebfb84/resource/464082e8-03f0-4b81-80bb-7784cb6de2af/download/epd_snomed_202111.csv', 'last_modified': '2022-01-17T19:49:35.941425', 'position': 12, 'revision_id': 'aed266fd-d148-4149-ac32-1063af92a5e4', 'resource_type': None}, {'cache_last_updated': None, 'package_id': '906115a6-4155-44be-8b81-f8e83cebfb84', 'datastore_active': 'true', 'id': '5660d2a6-d1a9-41f6-8a4b-045c90f418c5', 'size': 6718701675, 'title': 'English Prescribing Dataset (EPD) with SNOMED code - Dec 2021', 'restricted': '{level: public}', 'encoding': 'utf8', 'state': 'active', 'sha256': '18697dfdbeb6c4147026f9829027e6fc4628b555bf225f96e988df3f7daae7b8', 'zip_url': 'https://83025b28472d6aa2bf5ae59f3724aa78.eu.r2.cloudflarestorage.com/dx-nhs-production/DATOPIAN_DATA/EPD_SNOMED_202112.ZIP?response-content-disposition=filename%3DEPD_SNOMED_202112.ZIP&X-Amz-Algorithm=AWS4-HMAC-SHA256&X-Amz-Expires=3600&X-Amz-Credential=d1d532dd4244a61845b7ea3d94bcd4d9%2F20240528%2Fus-east-1%2Fs3%2Faws4_request&X-Amz-SignedHeaders=host&X-Amz-Date=20240528T140339Z&X-Amz-Signature=caf315c84cd3ddc4d121a1f6db4b07e0c68b3b4ed161fab476b0823568747e80', 'lfs_prefix': 'experimental-data-sets/english-prescribing-dataset-epd-with-snomed-code', 'schema': '{u\'fields\': [{u\'title\': u\'Year and Month as YYYYMM\',u\'description\': u\'Example: 201401\',u\'name\': u\'YEAR_MONTH\', u\'type\': u\'number\', u\'format\': u\'default\'},{u\'title\': u\'Regional Office Name\',u\'description\': u\'The name given to a geographical region by NHS England. Each region supports local systems to provide more joined up and care for patients.\',u\'name\': u\'REGIONAL_OFFICE_NAME\', u\'type\': u\'string\', u\'format\': u\'default\'},{u\'title\': u\'Regional Office Code\',u\'description\': u\'The unique code used to refer to a Regional Office.\',u\'name\': u\'REGIONAL_OFFICE_CODE\', u\'type\': u\'string\', u\'format\': u\'default\'},{u\'title\': u\'STP Name\',u\'description\': u\'The name given to a geographical area by NHS England that is a smaller division of a Region. STP stands for Sustainability and Transformation Partnership\',u\'name\': u\'STP_NAME\', u\'type\': u\'string\', u\'format\': u\'default\'},{u\'title\': u\'STP Code\',u\'description\': u\'The unique code used to refer to an STP. STP stands for Sustainability and Transformation Partnership.\',u\'name\': u\'STP_CODE\', u\'type\': u\'string\', u\'format\': u\'default\'},{u\'title\': u\'Primary Care Organisation Name\',u\'description\': u\'An NHS organisation that commissions or provides care services involving prescriptions that are dispensed in the community. For example: a Clinical Commissioning Group (CCG), an NHS Trust.\',u\'name\': u\'PCO_NAME\', u\'type\': u\'string\', u\'format\': u\'default\'},{u\'title\': u\'Primary Care Organisation Code\',u\'description\': u\'The unique code used to refer to a Primary Care Organisation.\',u\'name\': u\'PCO_CODE\', u\'type\': u\'string\', u\'format\': u\'default\'},{u\'title\': u\'Practice Name\',u\'description\': u\'The name of an organisation that employs one or more prescribers who issue prescriptions that may be dispensed in the community. For example:a GP Practice, an Out-of-Hours service, a hospital department within an NHS Trust.\',u\'name\': u\'PRACTICE_NAME\', u\'type\': u\'string\', u\'format\': u\'default\'},{u\'title\': u\'Practice Code\',u\'description\': u\'The unique code used to refer to a Practice.\',u\'name\': u\'PRACTICE_CODE\', u\'type\': u\'string\', u\'format\': u\'default\'},{u\'title\': u\'Address Field 1\',u\'description\': u\'The Address used by a Practice. This data is supplied by Primary Care Support England (PSCE), NHS England Area Teams or the Clinical Commissioning Group, whenever a new practice is opened or if a change of details is required.\',u\'name\': u\'ADDRESS_1\', u\'type\': u\'string\', u\'format\': u\'default\'},{u\'title\': u\'Address Field 2\',u\'description\': u\'The Address used by a Practice. This data is supplied by Primary Care Support England (PSCE), NHS England Area Teams or the Clinical Commissioning Group, whenever a new practice is opened or if a change of details is required.\',u\'name\': u\'ADDRESS_2\', u\'type\': u\'string\', u\'format\': u\'default\'},{u\'title\': u\'Address Field 3\',u\'description\': u\'The Address used by a Practice. This data is supplied by Primary Care Support England (PSCE), NHS England Area Teams or the Clinical Commissioning Group, whenever a new practice is opened or if a change of details is required.\',u\'name\': u\'ADDRESS_3\', u\'type\': u\'string\', u\'format\': u\'default\'},{u\'title\': u\'Address Field 4\',u\'description\': u\'The Address used by a Practice. This data is supplied by Primary Care Support England (PSCE), NHS England Area Teams or the Clinical Commissioning Group, whenever a new practice is opened or if a change of details is required.\',u\'name\': u\'ADDRESS_4\', u\'type\': u\'string\', u\'format\': u\'default\'},{u\'title\': u\'Post Code\',u\'description\': u\'The Address used by a Practice. This data is supplied by Primary Care Support England (PSCE), NHS England Area Teams or the Clinical Commissioning Group, whenever a new practice is opened or if a change of details is required.\',u\'name\': u\'POSTCODE\', u\'type\': u\'string\', u\'format\': u\'default\'},{u\'title\': u\'British National Formulary (BNF) Chemical Substance Code\',u\'description\': u\'A unique code used to refer to a BNF Chemical Substance.For example, 0501013B0\',u\'name\': u\'BNF_CHEMICAL_SUBSTANCE\', u\'type\': u\'string\', u\'format\': u\'default\'},{u\'title\': u\'British National Formulary (BNF) Chemical Substance Description\',u\'description\': u\'The name of the main active ingredient in a drug or the type of an appliance. Determined by the British National Formulatory (BNF) for drugs, or the NHS BSA for appliances. For example, Amoxicillin\',u\'name\': u\'CHEMICAL_SUBSTANCE_BNF_DESCR\', u\'type\': u\'string\', u\'format\': u\'default\'},{u\'title\': u\'British National Formulary (BNF) Code\',u\'description\': u\'The unique code used to refer to a BNF Presentation. For example, 0501013B0AAABAB\',u\'name\': u\'BNF_CODE\', u\'type\': u\'string\', u\'format\': u\'default\'},{u\'title\': u\'British National Formulary (BNF) Description\',u\'description\': u\'The name given to the specific type, strength, and formulation of a drug; or, the specific type of an appliance. For example, Amoxicillin 500mg capsules\',u\'name\': u\'BNF_DESCRIPTION\', u\'type\': u\'string\', u\'format\': u\'default\'},{u\'title\': u\'British National Formulary (BNF) Description\',u\'description\': u\'The name given to a British National Formulatory (BNF) Chapter that includes the prescribed product. Includes the numerical code used to refer to the chapter.For example, 05: Infections\',u\'name\': u\'BNF_CHAPTER_PLUS_CODE\', u\'type\': u\'string\', u\'format\': u\'default\'},{u\'title\': u\'Quantity\',u\'description\': u\'The quantity of a medicine, dressing or appliance for which an individual item was prescribed and dispensed, for each BNF Presentation. This represents a pseudo pack size, to illustrate the typical range of prescribed quantities of a given presentation. For example, a quantity of 28 for Amoxicillin 500mg capsules means that the pack size dispensed was 28 capsules.\',u\'name\': u\'QUANTITY\', u\'type\': u\'number\', u\'format\': u\'default\'},{u\'title\': u\'Items\',u\'description\': u\'The number of times a product appears on a prescription form. Prescription forms include both paper prescriptions and electronic messages.\',u\'name\': u\'ITEMS\', u\'type\': u\'number\', u\'format\': u\'default\'},{u\'title\': u\'Total Quantity\',u\'description\': u\'The total quantity of a drug or appliance that was prescribed.This is calculated by multiplying Quantity by Items. For example, if 2 items of Amoxicillin 500mg capsules with a quantity of 28 were prescribed, total quantity will be 56.\',u\'name\': u\'TOTAL_QUANTITY\', u\'type\': u\'number\', u\'format\': u\'default\'},{u\'title\': u\'Average Daily Quantity (ADQ)\',u\'description\': u\'Average Daily Quantity (ADQ) is the typical daily dose of a medication, prescribed to adult patients by GP Practices.This field shows the quantity prescribed multiplied by the strength, which is then divided by the Average Daily Quantity value.\',u\'name\': u\'ADQUSAGE\', u\'type\': u\'number\', u\'format\': u\'default\'},{u\'title\': u\'Net Ingredient Cost (NIC)\',u\'description\': u\'In GBP. The amount that would be paid using the basic price of the prescribed drug or appliance and the quantity prescribed.Sometimes called the "Net Ingredient Cost" (NIC).The basic price is given either in the Drug Tariff or is determined from prices published by manufacturers, wholesalers or suppliers. Basic price is set out in Parts 8 and 9 of the Drug Tariff. For any drugs or appliances not in Part 8, the price is usually taken from the manufacturer, wholesaler or supplier of the product.\',u\'name\': u\'NIC\', u\'type\': u\'number\', u\'format\': u\'default\'},{u\'title\': u\'Actual Cost\',u\'description\': u\'In GBP. The basic cost after adjustment for the national average discount and some payments to the dispenser.See notes for details of the calculation. The calculation is:Net Ingredient Cost - National Average Discount Percentage + (payment for consumables + out of pocket expenses + payment for containers)\',u\'name\': u\'ACTUAL_COST\', u\'type\': u\'number\', u\'format\': u\'default\'},{u\'title\': u\'Unidentified\',u\'description\': u\'This field shows data from prescription forms that could not be allocated to a Practice. Please see the guidance notes for a more detailed explanation of this field, and its uses.\',u\'name\': u\'UNIDENTIFIED\', u\'type\': u\'string\', u\'format\': u\'default\'},{u\'title\': u\'Presentation SNOMED code\',u\'description\': u\'A SNOMED CT (Systemised Nomenclature of Medicine Clinical Terms) is a clinical vocabulary readable by computers. The SNOMED code contained within the data is a unique identifier for each Medicinal Product (both VMP and AMP level). The identifier will not be re-used and or allocated to another presentation.\',u\'name\': u\'SNOMED_CODE\', u\'type\': u\'number\', u\'format\': u\'default\'}], u\'missingValues\': [u\'\']}', 'bq_table_name': 'EPD_SNOMED_202112', 'hash': '18697dfdbeb6c4147026f9829027e6fc4628b555bf225f96e988df3f7daae7b8', 'description': '', 'format': 'CSV', 'mimetype_inner': None, 'url_type': 'upload', 'mimetype': 'text/csv', 'cache_url': None, 'name': 'EPD_SNOMED_202112', 'created': '2022-02-15T19:00:14.276522', 'url': 'https://opendata.nhsbsa.net/dataset/906115a6-4155-44be-8b81-f8e83cebfb84/resource/5660d2a6-d1a9-41f6-8a4b-045c90f418c5/download/epd_snomed_202112.csv', 'last_modified': '2022-02-15T19:00:08.179964', 'position': 13, 'revision_id': 'aed266fd-d148-4149-ac32-1063af92a5e4', 'resource_type': None}, {'cache_last_updated': None, 'package_id': '906115a6-4155-44be-8b81-f8e83cebfb84', 'datastore_active': 'true', 'id': 'e9a43f6c-0688-4396-8bdf-674427ebab06', 'size': 6616710149, 'title': 'English Prescribing Dataset (EPD) with SNOMED code - Jan 2022', 'restricted': '{level: public}', 'encoding': 'utf8', 'state': 'active', 'sha256': '65268101b5cc886c478455f21aca58cee2927019219972ce55136654b0b4e260', 'zip_url': 'https://83025b28472d6aa2bf5ae59f3724aa78.eu.r2.cloudflarestorage.com/dx-nhs-production/DATOPIAN_DATA/EPD_SNOMED_202201.ZIP?response-content-disposition=filename%3DEPD_SNOMED_202201.ZIP&X-Amz-Algorithm=AWS4-HMAC-SHA256&X-Amz-Expires=3600&X-Amz-Credential=d1d532dd4244a61845b7ea3d94bcd4d9%2F20240528%2Fus-east-1%2Fs3%2Faws4_request&X-Amz-SignedHeaders=host&X-Amz-Date=20240528T140339Z&X-Amz-Signature=3600dcd9627901500f6a64e78ba4ef1c6de37e889cb76c76e81049f447e13018', 'lfs_prefix': 'experimental-data-sets/english-prescribing-dataset-epd-with-snomed-code', 'schema': '{u\'fields\': [{u\'title\': u\'Year and Month as YYYYMM\',u\'description\': u\'Example: 201401\',u\'name\': u\'YEAR_MONTH\', u\'type\': u\'number\', u\'format\': u\'default\'},{u\'title\': u\'Regional Office Name\',u\'description\': u\'The name given to a geographical region by NHS England. Each region supports local systems to provide more joined up and care for patients.\',u\'name\': u\'REGIONAL_OFFICE_NAME\', u\'type\': u\'string\', u\'format\': u\'default\'},{u\'title\': u\'Regional Office Code\',u\'description\': u\'The unique code used to refer to a Regional Office.\',u\'name\': u\'REGIONAL_OFFICE_CODE\', u\'type\': u\'string\', u\'format\': u\'default\'},{u\'title\': u\'STP Name\',u\'description\': u\'The name given to a geographical area by NHS England that is a smaller division of a Region. STP stands for Sustainability and Transformation Partnership\',u\'name\': u\'STP_NAME\', u\'type\': u\'string\', u\'format\': u\'default\'},{u\'title\': u\'STP Code\',u\'description\': u\'The unique code used to refer to an STP. STP stands for Sustainability and Transformation Partnership.\',u\'name\': u\'STP_CODE\', u\'type\': u\'string\', u\'format\': u\'default\'},{u\'title\': u\'Primary Care Organisation Name\',u\'description\': u\'An NHS organisation that commissions or provides care services involving prescriptions that are dispensed in the community. For example: a Clinical Commissioning Group (CCG), an NHS Trust.\',u\'name\': u\'PCO_NAME\', u\'type\': u\'string\', u\'format\': u\'default\'},{u\'title\': u\'Primary Care Organisation Code\',u\'description\': u\'The unique code used to refer to a Primary Care Organisation.\',u\'name\': u\'PCO_CODE\', u\'type\': u\'string\', u\'format\': u\'default\'},{u\'title\': u\'Practice Name\',u\'description\': u\'The name of an organisation that employs one or more prescribers who issue prescriptions that may be dispensed in the community. For example:a GP Practice, an Out-of-Hours service, a hospital department within an NHS Trust.\',u\'name\': u\'PRACTICE_NAME\', u\'type\': u\'string\', u\'format\': u\'default\'},{u\'title\': u\'Practice Code\',u\'description\': u\'The unique code used to refer to a Practice.\',u\'name\': u\'PRACTICE_CODE\', u\'type\': u\'string\', u\'format\': u\'default\'},{u\'title\': u\'Address Field 1\',u\'description\': u\'The Address used by a Practice. This data is supplied by Primary Care Support England (PSCE), NHS England Area Teams or the Clinical Commissioning Group, whenever a new practice is opened or if a change of details is required.\',u\'name\': u\'ADDRESS_1\', u\'type\': u\'string\', u\'format\': u\'default\'},{u\'title\': u\'Address Field 2\',u\'description\': u\'The Address used by a Practice. This data is supplied by Primary Care Support England (PSCE), NHS England Area Teams or the Clinical Commissioning Group, whenever a new practice is opened or if a change of details is required.\',u\'name\': u\'ADDRESS_2\', u\'type\': u\'string\', u\'format\': u\'default\'},{u\'title\': u\'Address Field 3\',u\'description\': u\'The Address used by a Practice. This data is supplied by Primary Care Support England (PSCE), NHS England Area Teams or the Clinical Commissioning Group, whenever a new practice is opened or if a change of details is required.\',u\'name\': u\'ADDRESS_3\', u\'type\': u\'string\', u\'format\': u\'default\'},{u\'title\': u\'Address Field 4\',u\'description\': u\'The Address used by a Practice. This data is supplied by Primary Care Support England (PSCE), NHS England Area Teams or the Clinical Commissioning Group, whenever a new practice is opened or if a change of details is required.\',u\'name\': u\'ADDRESS_4\', u\'type\': u\'string\', u\'format\': u\'default\'},{u\'title\': u\'Post Code\',u\'description\': u\'The Address used by a Practice. This data is supplied by Primary Care Support England (PSCE), NHS England Area Teams or the Clinical Commissioning Group, whenever a new practice is opened or if a change of details is required.\',u\'name\': u\'POSTCODE\', u\'type\': u\'string\', u\'format\': u\'default\'},{u\'title\': u\'British National Formulary (BNF) Chemical Substance Code\',u\'description\': u\'A unique code used to refer to a BNF Chemical Substance.For example, 0501013B0\',u\'name\': u\'BNF_CHEMICAL_SUBSTANCE\', u\'type\': u\'string\', u\'format\': u\'default\'},{u\'title\': u\'British National Formulary (BNF) Chemical Substance Description\',u\'description\': u\'The name of the main active ingredient in a drug or the type of an appliance. Determined by the British National Formulatory (BNF) for drugs, or the NHS BSA for appliances. For example, Amoxicillin\',u\'name\': u\'CHEMICAL_SUBSTANCE_BNF_DESCR\', u\'type\': u\'string\', u\'format\': u\'default\'},{u\'title\': u\'British National Formulary (BNF) Code\',u\'description\': u\'The unique code used to refer to a BNF Presentation. For example, 0501013B0AAABAB\',u\'name\': u\'BNF_CODE\', u\'type\': u\'string\', u\'format\': u\'default\'},{u\'title\': u\'British National Formulary (BNF) Description\',u\'description\': u\'The name given to the specific type, strength, and formulation of a drug; or, the specific type of an appliance. For example, Amoxicillin 500mg capsules\',u\'name\': u\'BNF_DESCRIPTION\', u\'type\': u\'string\', u\'format\': u\'default\'},{u\'title\': u\'British National Formulary (BNF) Description\',u\'description\': u\'The name given to a British National Formulatory (BNF) Chapter that includes the prescribed product. Includes the numerical code used to refer to the chapter.For example, 05: Infections\',u\'name\': u\'BNF_CHAPTER_PLUS_CODE\', u\'type\': u\'string\', u\'format\': u\'default\'},{u\'title\': u\'Quantity\',u\'description\': u\'The quantity of a medicine, dressing or appliance for which an individual item was prescribed and dispensed, for each BNF Presentation. This represents a pseudo pack size, to illustrate the typical range of prescribed quantities of a given presentation. For example, a quantity of 28 for Amoxicillin 500mg capsules means that the pack size dispensed was 28 capsules.\',u\'name\': u\'QUANTITY\', u\'type\': u\'number\', u\'format\': u\'default\'},{u\'title\': u\'Items\',u\'description\': u\'The number of times a product appears on a prescription form. Prescription forms include both paper prescriptions and electronic messages.\',u\'name\': u\'ITEMS\', u\'type\': u\'number\', u\'format\': u\'default\'},{u\'title\': u\'Total Quantity\',u\'description\': u\'The total quantity of a drug or appliance that was prescribed.This is calculated by multiplying Quantity by Items. For example, if 2 items of Amoxicillin 500mg capsules with a quantity of 28 were prescribed, total quantity will be 56.\',u\'name\': u\'TOTAL_QUANTITY\', u\'type\': u\'number\', u\'format\': u\'default\'},{u\'title\': u\'Average Daily Quantity (ADQ)\',u\'description\': u\'Average Daily Quantity (ADQ) is the typical daily dose of a medication, prescribed to adult patients by GP Practices.This field shows the quantity prescribed multiplied by the strength, which is then divided by the Average Daily Quantity value.\',u\'name\': u\'ADQUSAGE\', u\'type\': u\'number\', u\'format\': u\'default\'},{u\'title\': u\'Net Ingredient Cost (NIC)\',u\'description\': u\'In GBP. The amount that would be paid using the basic price of the prescribed drug or appliance and the quantity prescribed.Sometimes called the "Net Ingredient Cost" (NIC).The basic price is given either in the Drug Tariff or is determined from prices published by manufacturers, wholesalers or suppliers. Basic price is set out in Parts 8 and 9 of the Drug Tariff. For any drugs or appliances not in Part 8, the price is usually taken from the manufacturer, wholesaler or supplier of the product.\',u\'name\': u\'NIC\', u\'type\': u\'number\', u\'format\': u\'default\'},{u\'title\': u\'Actual Cost\',u\'description\': u\'In GBP. The basic cost after adjustment for the national average discount and some payments to the dispenser.See notes for details of the calculation. The calculation is:Net Ingredient Cost - National Average Discount Percentage + (payment for consumables + out of pocket expenses + payment for containers)\',u\'name\': u\'ACTUAL_COST\', u\'type\': u\'number\', u\'format\': u\'default\'},{u\'title\': u\'Unidentified\',u\'description\': u\'This field shows data from prescription forms that could not be allocated to a Practice. Please see the guidance notes for a more detailed explanation of this field, and its uses.\',u\'name\': u\'UNIDENTIFIED\', u\'type\': u\'string\', u\'format\': u\'default\'},{u\'title\': u\'Presentation SNOMED code\',u\'description\': u\'A SNOMED CT (Systemised Nomenclature of Medicine Clinical Terms) is a clinical vocabulary readable by computers. The SNOMED code contained within the data is a unique identifier for each Medicinal Product (both VMP and AMP level). The identifier will not be re-used and or allocated to another presentation.\',u\'name\': u\'SNOMED_CODE\', u\'type\': u\'number\', u\'format\': u\'default\'}], u\'missingValues\': [u\'\']}', 'bq_table_name': 'EPD_SNOMED_202201', 'hash': '65268101b5cc886c478455f21aca58cee2927019219972ce55136654b0b4e260', 'description': '', 'format': 'CSV', 'mimetype_inner': None, 'url_type': 'upload', 'mimetype': 'text/csv', 'cache_url': None, 'name': 'EPD_SNOMED_202201', 'created': '2022-03-16T19:56:26.439745', 'url': 'https://opendata.nhsbsa.net/dataset/906115a6-4155-44be-8b81-f8e83cebfb84/resource/e9a43f6c-0688-4396-8bdf-674427ebab06/download/epd_snomed_202201.csv', 'last_modified': '2022-03-16T19:56:26.341404', 'position': 14, 'revision_id': 'aed266fd-d148-4149-ac32-1063af92a5e4', 'resource_type': None}, {'cache_last_updated': None, 'package_id': '906115a6-4155-44be-8b81-f8e83cebfb84', 'datastore_active': 'true', 'id': 'da65311d-06c0-4fac-af7b-43ee39ef2ba5', 'size': 6457464664, 'title': 'English Prescribing Dataset (EPD) with SNOMED code - Feb 2022', 'restricted': '{level: public}', 'encoding': 'utf8', 'state': 'active', 'sha256': '3609afe776e34068cd969c4bc510c6308b1dca1272614823586daf78eb666630', 'zip_url': 'https://83025b28472d6aa2bf5ae59f3724aa78.eu.r2.cloudflarestorage.com/dx-nhs-production/DATOPIAN_DATA/EPD_SNOMED_202202.ZIP?response-content-disposition=filename%3DEPD_SNOMED_202202.ZIP&X-Amz-Algorithm=AWS4-HMAC-SHA256&X-Amz-Expires=3600&X-Amz-Credential=d1d532dd4244a61845b7ea3d94bcd4d9%2F20240528%2Fus-east-1%2Fs3%2Faws4_request&X-Amz-SignedHeaders=host&X-Amz-Date=20240528T140339Z&X-Amz-Signature=d945229f89bb4d4269897bd5068873fb139847b1dfcdf674f311cfcf748c5f4f', 'lfs_prefix': 'experimental-data-sets/english-prescribing-dataset-epd-with-snomed-code', 'schema': '{u\'fields\': [{u\'title\': u\'Year and Month as YYYYMM\',u\'description\': u\'Example: 201401\',u\'name\': u\'YEAR_MONTH\', u\'type\': u\'number\', u\'format\': u\'default\'},{u\'title\': u\'Regional Office Name\',u\'description\': u\'The name given to a geographical region by NHS England. Each region supports local systems to provide more joined up and care for patients.\',u\'name\': u\'REGIONAL_OFFICE_NAME\', u\'type\': u\'string\', u\'format\': u\'default\'},{u\'title\': u\'Regional Office Code\',u\'description\': u\'The unique code used to refer to a Regional Office.\',u\'name\': u\'REGIONAL_OFFICE_CODE\', u\'type\': u\'string\', u\'format\': u\'default\'},{u\'title\': u\'STP Name\',u\'description\': u\'The name given to a geographical area by NHS England that is a smaller division of a Region. STP stands for Sustainability and Transformation Partnership\',u\'name\': u\'STP_NAME\', u\'type\': u\'string\', u\'format\': u\'default\'},{u\'title\': u\'STP Code\',u\'description\': u\'The unique code used to refer to an STP. STP stands for Sustainability and Transformation Partnership.\',u\'name\': u\'STP_CODE\', u\'type\': u\'string\', u\'format\': u\'default\'},{u\'title\': u\'Primary Care Organisation Name\',u\'description\': u\'An NHS organisation that commissions or provides care services involving prescriptions that are dispensed in the community. For example: a Clinical Commissioning Group (CCG), an NHS Trust.\',u\'name\': u\'PCO_NAME\', u\'type\': u\'string\', u\'format\': u\'default\'},{u\'title\': u\'Primary Care Organisation Code\',u\'description\': u\'The unique code used to refer to a Primary Care Organisation.\',u\'name\': u\'PCO_CODE\', u\'type\': u\'string\', u\'format\': u\'default\'},{u\'title\': u\'Practice Name\',u\'description\': u\'The name of an organisation that employs one or more prescribers who issue prescriptions that may be dispensed in the community. For example:a GP Practice, an Out-of-Hours service, a hospital department within an NHS Trust.\',u\'name\': u\'PRACTICE_NAME\', u\'type\': u\'string\', u\'format\': u\'default\'},{u\'title\': u\'Practice Code\',u\'description\': u\'The unique code used to refer to a Practice.\',u\'name\': u\'PRACTICE_CODE\', u\'type\': u\'string\', u\'format\': u\'default\'},{u\'title\': u\'Address Field 1\',u\'description\': u\'The Address used by a Practice. This data is supplied by Primary Care Support England (PSCE), NHS England Area Teams or the Clinical Commissioning Group, whenever a new practice is opened or if a change of details is required.\',u\'name\': u\'ADDRESS_1\', u\'type\': u\'string\', u\'format\': u\'default\'},{u\'title\': u\'Address Field 2\',u\'description\': u\'The Address used by a Practice. This data is supplied by Primary Care Support England (PSCE), NHS England Area Teams or the Clinical Commissioning Group, whenever a new practice is opened or if a change of details is required.\',u\'name\': u\'ADDRESS_2\', u\'type\': u\'string\', u\'format\': u\'default\'},{u\'title\': u\'Address Field 3\',u\'description\': u\'The Address used by a Practice. This data is supplied by Primary Care Support England (PSCE), NHS England Area Teams or the Clinical Commissioning Group, whenever a new practice is opened or if a change of details is required.\',u\'name\': u\'ADDRESS_3\', u\'type\': u\'string\', u\'format\': u\'default\'},{u\'title\': u\'Address Field 4\',u\'description\': u\'The Address used by a Practice. This data is supplied by Primary Care Support England (PSCE), NHS England Area Teams or the Clinical Commissioning Group, whenever a new practice is opened or if a change of details is required.\',u\'name\': u\'ADDRESS_4\', u\'type\': u\'string\', u\'format\': u\'default\'},{u\'title\': u\'Post Code\',u\'description\': u\'The Address used by a Practice. This data is supplied by Primary Care Support England (PSCE), NHS England Area Teams or the Clinical Commissioning Group, whenever a new practice is opened or if a change of details is required.\',u\'name\': u\'POSTCODE\', u\'type\': u\'string\', u\'format\': u\'default\'},{u\'title\': u\'British National Formulary (BNF) Chemical Substance Code\',u\'description\': u\'A unique code used to refer to a BNF Chemical Substance.For example, 0501013B0\',u\'name\': u\'BNF_CHEMICAL_SUBSTANCE\', u\'type\': u\'string\', u\'format\': u\'default\'},{u\'title\': u\'British National Formulary (BNF) Chemical Substance Description\',u\'description\': u\'The name of the main active ingredient in a drug or the type of an appliance. Determined by the British National Formulatory (BNF) for drugs, or the NHS BSA for appliances. For example, Amoxicillin\',u\'name\': u\'CHEMICAL_SUBSTANCE_BNF_DESCR\', u\'type\': u\'string\', u\'format\': u\'default\'},{u\'title\': u\'British National Formulary (BNF) Code\',u\'description\': u\'The unique code used to refer to a BNF Presentation. For example, 0501013B0AAABAB\',u\'name\': u\'BNF_CODE\', u\'type\': u\'string\', u\'format\': u\'default\'},{u\'title\': u\'British National Formulary (BNF) Description\',u\'description\': u\'The name given to the specific type, strength, and formulation of a drug; or, the specific type of an appliance. For example, Amoxicillin 500mg capsules\',u\'name\': u\'BNF_DESCRIPTION\', u\'type\': u\'string\', u\'format\': u\'default\'},{u\'title\': u\'British National Formulary (BNF) Description\',u\'description\': u\'The name given to a British National Formulatory (BNF) Chapter that includes the prescribed product. Includes the numerical code used to refer to the chapter.For example, 05: Infections\',u\'name\': u\'BNF_CHAPTER_PLUS_CODE\', u\'type\': u\'string\', u\'format\': u\'default\'},{u\'title\': u\'Quantity\',u\'description\': u\'The quantity of a medicine, dressing or appliance for which an individual item was prescribed and dispensed, for each BNF Presentation. This represents a pseudo pack size, to illustrate the typical range of prescribed quantities of a given presentation. For example, a quantity of 28 for Amoxicillin 500mg capsules means that the pack size dispensed was 28 capsules.\',u\'name\': u\'QUANTITY\', u\'type\': u\'number\', u\'format\': u\'default\'},{u\'title\': u\'Items\',u\'description\': u\'The number of times a product appears on a prescription form. Prescription forms include both paper prescriptions and electronic messages.\',u\'name\': u\'ITEMS\', u\'type\': u\'number\', u\'format\': u\'default\'},{u\'title\': u\'Total Quantity\',u\'description\': u\'The total quantity of a drug or appliance that was prescribed.This is calculated by multiplying Quantity by Items. For example, if 2 items of Amoxicillin 500mg capsules with a quantity of 28 were prescribed, total quantity will be 56.\',u\'name\': u\'TOTAL_QUANTITY\', u\'type\': u\'number\', u\'format\': u\'default\'},{u\'title\': u\'Average Daily Quantity (ADQ)\',u\'description\': u\'Average Daily Quantity (ADQ) is the typical daily dose of a medication, prescribed to adult patients by GP Practices.This field shows the quantity prescribed multiplied by the strength, which is then divided by the Average Daily Quantity value.\',u\'name\': u\'ADQUSAGE\', u\'type\': u\'number\', u\'format\': u\'default\'},{u\'title\': u\'Net Ingredient Cost (NIC)\',u\'description\': u\'In GBP. The amount that would be paid using the basic price of the prescribed drug or appliance and the quantity prescribed.Sometimes called the "Net Ingredient Cost" (NIC).The basic price is given either in the Drug Tariff or is determined from prices published by manufacturers, wholesalers or suppliers. Basic price is set out in Parts 8 and 9 of the Drug Tariff. For any drugs or appliances not in Part 8, the price is usually taken from the manufacturer, wholesaler or supplier of the product.\',u\'name\': u\'NIC\', u\'type\': u\'number\', u\'format\': u\'default\'},{u\'title\': u\'Actual Cost\',u\'description\': u\'In GBP. The basic cost after adjustment for the national average discount and some payments to the dispenser.See notes for details of the calculation. The calculation is:Net Ingredient Cost - National Average Discount Percentage + (payment for consumables + out of pocket expenses + payment for containers)\',u\'name\': u\'ACTUAL_COST\', u\'type\': u\'number\', u\'format\': u\'default\'},{u\'title\': u\'Unidentified\',u\'description\': u\'This field shows data from prescription forms that could not be allocated to a Practice. Please see the guidance notes for a more detailed explanation of this field, and its uses.\',u\'name\': u\'UNIDENTIFIED\', u\'type\': u\'string\', u\'format\': u\'default\'},{u\'title\': u\'Presentation SNOMED code\',u\'description\': u\'A SNOMED CT (Systemised Nomenclature of Medicine Clinical Terms) is a clinical vocabulary readable by computers. The SNOMED code contained within the data is a unique identifier for each Medicinal Product (both VMP and AMP level). The identifier will not be re-used and or allocated to another presentation.\',u\'name\': u\'SNOMED_CODE\', u\'type\': u\'number\', u\'format\': u\'default\'}], u\'missingValues\': [u\'\']}', 'bq_table_name': 'EPD_SNOMED_202202', 'hash': '3609afe776e34068cd969c4bc510c6308b1dca1272614823586daf78eb666630', 'description': '', 'format': 'CSV', 'mimetype_inner': None, 'url_type': 'upload', 'mimetype': 'text/csv', 'cache_url': None, 'name': 'EPD_SNOMED_202202', 'created': '2022-04-22T09:55:23.425284', 'url': 'https://opendata.nhsbsa.net/dataset/906115a6-4155-44be-8b81-f8e83cebfb84/resource/da65311d-06c0-4fac-af7b-43ee39ef2ba5/download/epd_snomed_202202.csv', 'last_modified': '2022-04-22T09:55:23.255340', 'position': 15, 'revision_id': 'aed266fd-d148-4149-ac32-1063af92a5e4', 'resource_type': None}, {'cache_last_updated': None, 'package_id': '906115a6-4155-44be-8b81-f8e83cebfb84', 'datastore_active': 'true', 'id': '48477a05-3ddb-42bd-bce7-d27e003360dd', 'size': 6816627421, 'title': 'English Prescribing Dataset (EPD) with SNOMED code - Mar 2022', 'restricted': '{level: public}', 'encoding': 'utf8', 'state': 'active', 'sha256': '3b55b5befd6a4e8e2417d7a4ba3c0dcf78e38d034f66922740805165bd11f9d4', 'zip_url': 'https://83025b28472d6aa2bf5ae59f3724aa78.eu.r2.cloudflarestorage.com/dx-nhs-production/DATOPIAN_DATA/EPD_SNOMED_202203.ZIP?response-content-disposition=filename%3DEPD_SNOMED_202203.ZIP&X-Amz-Algorithm=AWS4-HMAC-SHA256&X-Amz-Expires=3600&X-Amz-Credential=d1d532dd4244a61845b7ea3d94bcd4d9%2F20240528%2Fus-east-1%2Fs3%2Faws4_request&X-Amz-SignedHeaders=host&X-Amz-Date=20240528T140339Z&X-Amz-Signature=f1303fe600c7a2ee42a97940dd9bdd757494a5ca6315e0ab1eb4347a8536bffd', 'lfs_prefix': 'experimental-data-sets/english-prescribing-dataset-epd-with-snomed-code', 'schema': '{u\'fields\': [{u\'title\': u\'Year and Month as YYYYMM\',u\'description\': u\'Example: 201401\',u\'name\': u\'YEAR_MONTH\', u\'type\': u\'number\', u\'format\': u\'default\'},{u\'title\': u\'Regional Office Name\',u\'description\': u\'The name given to a geographical region by NHS England. Each region supports local systems to provide more joined up and care for patients.\',u\'name\': u\'REGIONAL_OFFICE_NAME\', u\'type\': u\'string\', u\'format\': u\'default\'},{u\'title\': u\'Regional Office Code\',u\'description\': u\'The unique code used to refer to a Regional Office.\',u\'name\': u\'REGIONAL_OFFICE_CODE\', u\'type\': u\'string\', u\'format\': u\'default\'},{u\'title\': u\'STP Name\',u\'description\': u\'The name given to a geographical area by NHS England that is a smaller division of a Region. STP stands for Sustainability and Transformation Partnership\',u\'name\': u\'STP_NAME\', u\'type\': u\'string\', u\'format\': u\'default\'},{u\'title\': u\'STP Code\',u\'description\': u\'The unique code used to refer to an STP. STP stands for Sustainability and Transformation Partnership.\',u\'name\': u\'STP_CODE\', u\'type\': u\'string\', u\'format\': u\'default\'},{u\'title\': u\'Primary Care Organisation Name\',u\'description\': u\'An NHS organisation that commissions or provides care services involving prescriptions that are dispensed in the community. For example: a Clinical Commissioning Group (CCG), an NHS Trust.\',u\'name\': u\'PCO_NAME\', u\'type\': u\'string\', u\'format\': u\'default\'},{u\'title\': u\'Primary Care Organisation Code\',u\'description\': u\'The unique code used to refer to a Primary Care Organisation.\',u\'name\': u\'PCO_CODE\', u\'type\': u\'string\', u\'format\': u\'default\'},{u\'title\': u\'Practice Name\',u\'description\': u\'The name of an organisation that employs one or more prescribers who issue prescriptions that may be dispensed in the community. For example:a GP Practice, an Out-of-Hours service, a hospital department within an NHS Trust.\',u\'name\': u\'PRACTICE_NAME\', u\'type\': u\'string\', u\'format\': u\'default\'},{u\'title\': u\'Practice Code\',u\'description\': u\'The unique code used to refer to a Practice.\',u\'name\': u\'PRACTICE_CODE\', u\'type\': u\'string\', u\'format\': u\'default\'},{u\'title\': u\'Address Field 1\',u\'description\': u\'The Address used by a Practice. This data is supplied by Primary Care Support England (PSCE), NHS England Area Teams or the Clinical Commissioning Group, whenever a new practice is opened or if a change of details is required.\',u\'name\': u\'ADDRESS_1\', u\'type\': u\'string\', u\'format\': u\'default\'},{u\'title\': u\'Address Field 2\',u\'description\': u\'The Address used by a Practice. This data is supplied by Primary Care Support England (PSCE), NHS England Area Teams or the Clinical Commissioning Group, whenever a new practice is opened or if a change of details is required.\',u\'name\': u\'ADDRESS_2\', u\'type\': u\'string\', u\'format\': u\'default\'},{u\'title\': u\'Address Field 3\',u\'description\': u\'The Address used by a Practice. This data is supplied by Primary Care Support England (PSCE), NHS England Area Teams or the Clinical Commissioning Group, whenever a new practice is opened or if a change of details is required.\',u\'name\': u\'ADDRESS_3\', u\'type\': u\'string\', u\'format\': u\'default\'},{u\'title\': u\'Address Field 4\',u\'description\': u\'The Address used by a Practice. This data is supplied by Primary Care Support England (PSCE), NHS England Area Teams or the Clinical Commissioning Group, whenever a new practice is opened or if a change of details is required.\',u\'name\': u\'ADDRESS_4\', u\'type\': u\'string\', u\'format\': u\'default\'},{u\'title\': u\'Post Code\',u\'description\': u\'The Address used by a Practice. This data is supplied by Primary Care Support England (PSCE), NHS England Area Teams or the Clinical Commissioning Group, whenever a new practice is opened or if a change of details is required.\',u\'name\': u\'POSTCODE\', u\'type\': u\'string\', u\'format\': u\'default\'},{u\'title\': u\'British National Formulary (BNF) Chemical Substance Code\',u\'description\': u\'A unique code used to refer to a BNF Chemical Substance.For example, 0501013B0\',u\'name\': u\'BNF_CHEMICAL_SUBSTANCE\', u\'type\': u\'string\', u\'format\': u\'default\'},{u\'title\': u\'British National Formulary (BNF) Chemical Substance Description\',u\'description\': u\'The name of the main active ingredient in a drug or the type of an appliance. Determined by the British National Formulatory (BNF) for drugs, or the NHS BSA for appliances. For example, Amoxicillin\',u\'name\': u\'CHEMICAL_SUBSTANCE_BNF_DESCR\', u\'type\': u\'string\', u\'format\': u\'default\'},{u\'title\': u\'British National Formulary (BNF) Code\',u\'description\': u\'The unique code used to refer to a BNF Presentation. For example, 0501013B0AAABAB\',u\'name\': u\'BNF_CODE\', u\'type\': u\'string\', u\'format\': u\'default\'},{u\'title\': u\'British National Formulary (BNF) Description\',u\'description\': u\'The name given to the specific type, strength, and formulation of a drug; or, the specific type of an appliance. For example, Amoxicillin 500mg capsules\',u\'name\': u\'BNF_DESCRIPTION\', u\'type\': u\'string\', u\'format\': u\'default\'},{u\'title\': u\'British National Formulary (BNF) Description\',u\'description\': u\'The name given to a British National Formulatory (BNF) Chapter that includes the prescribed product. Includes the numerical code used to refer to the chapter.For example, 05: Infections\',u\'name\': u\'BNF_CHAPTER_PLUS_CODE\', u\'type\': u\'string\', u\'format\': u\'default\'},{u\'title\': u\'Quantity\',u\'description\': u\'The quantity of a medicine, dressing or appliance for which an individual item was prescribed and dispensed, for each BNF Presentation. This represents a pseudo pack size, to illustrate the typical range of prescribed quantities of a given presentation. For example, a quantity of 28 for Amoxicillin 500mg capsules means that the pack size dispensed was 28 capsules.\',u\'name\': u\'QUANTITY\', u\'type\': u\'number\', u\'format\': u\'default\'},{u\'title\': u\'Items\',u\'description\': u\'The number of times a product appears on a prescription form. Prescription forms include both paper prescriptions and electronic messages.\',u\'name\': u\'ITEMS\', u\'type\': u\'number\', u\'format\': u\'default\'},{u\'title\': u\'Total Quantity\',u\'description\': u\'The total quantity of a drug or appliance that was prescribed.This is calculated by multiplying Quantity by Items. For example, if 2 items of Amoxicillin 500mg capsules with a quantity of 28 were prescribed, total quantity will be 56.\',u\'name\': u\'TOTAL_QUANTITY\', u\'type\': u\'number\', u\'format\': u\'default\'},{u\'title\': u\'Average Daily Quantity (ADQ)\',u\'description\': u\'Average Daily Quantity (ADQ) is the typical daily dose of a medication, prescribed to adult patients by GP Practices.This field shows the quantity prescribed multiplied by the strength, which is then divided by the Average Daily Quantity value.\',u\'name\': u\'ADQUSAGE\', u\'type\': u\'number\', u\'format\': u\'default\'},{u\'title\': u\'Net Ingredient Cost (NIC)\',u\'description\': u\'In GBP. The amount that would be paid using the basic price of the prescribed drug or appliance and the quantity prescribed.Sometimes called the "Net Ingredient Cost" (NIC).The basic price is given either in the Drug Tariff or is determined from prices published by manufacturers, wholesalers or suppliers. Basic price is set out in Parts 8 and 9 of the Drug Tariff. For any drugs or appliances not in Part 8, the price is usually taken from the manufacturer, wholesaler or supplier of the product.\',u\'name\': u\'NIC\', u\'type\': u\'number\', u\'format\': u\'default\'},{u\'title\': u\'Actual Cost\',u\'description\': u\'In GBP. The basic cost after adjustment for the national average discount and some payments to the dispenser.See notes for details of the calculation. The calculation is:Net Ingredient Cost - National Average Discount Percentage + (payment for consumables + out of pocket expenses + payment for containers)\',u\'name\': u\'ACTUAL_COST\', u\'type\': u\'number\', u\'format\': u\'default\'},{u\'title\': u\'Unidentified\',u\'description\': u\'This field shows data from prescription forms that could not be allocated to a Practice. Please see the guidance notes for a more detailed explanation of this field, and its uses.\',u\'name\': u\'UNIDENTIFIED\', u\'type\': u\'string\', u\'format\': u\'default\'},{u\'title\': u\'Presentation SNOMED code\',u\'description\': u\'A SNOMED CT (Systemised Nomenclature of Medicine Clinical Terms) is a clinical vocabulary readable by computers. The SNOMED code contained within the data is a unique identifier for each Medicinal Product (both VMP and AMP level). The identifier will not be re-used and or allocated to another presentation.\',u\'name\': u\'SNOMED_CODE\', u\'type\': u\'number\', u\'format\': u\'default\'}], u\'missingValues\': [u\'\']}', 'bq_table_name': 'EPD_SNOMED_202203', 'hash': '3b55b5befd6a4e8e2417d7a4ba3c0dcf78e38d034f66922740805165bd11f9d4', 'description': '', 'format': 'CSV', 'mimetype_inner': None, 'url_type': 'upload', 'mimetype': 'text/csv', 'cache_url': None, 'name': 'EPD_SNOMED_202203', 'created': '2022-05-16T10:15:27.027907', 'url': 'https://opendata.nhsbsa.net/dataset/906115a6-4155-44be-8b81-f8e83cebfb84/resource/48477a05-3ddb-42bd-bce7-d27e003360dd/download/epd_snomed_202203.csv', 'last_modified': '2022-05-16T10:15:25.586809', 'position': 16, 'revision_id': 'aed266fd-d148-4149-ac32-1063af92a5e4', 'resource_type': None}, {'cache_last_updated': None, 'package_id': '906115a6-4155-44be-8b81-f8e83cebfb84', 'datastore_active': 'true', 'id': '38f804d9-1953-40ec-b038-daf336666620', 'size': 6581043084, 'title': 'English Prescribing Dataset (EPD) with SNOMED code - Apr 2022', 'restricted': '{level: public}', 'encoding': 'utf8', 'state': 'active', 'sha256': '68d0951598dd8445ea795db49273f516ae3355cfa944d33f9f9c7b1bfa1e90f7', 'zip_url': 'https://83025b28472d6aa2bf5ae59f3724aa78.eu.r2.cloudflarestorage.com/dx-nhs-production/DATOPIAN_DATA/EPD_SNOMED_202204.ZIP?response-content-disposition=filename%3DEPD_SNOMED_202204.ZIP&X-Amz-Algorithm=AWS4-HMAC-SHA256&X-Amz-Expires=3600&X-Amz-Credential=d1d532dd4244a61845b7ea3d94bcd4d9%2F20240528%2Fus-east-1%2Fs3%2Faws4_request&X-Amz-SignedHeaders=host&X-Amz-Date=20240528T140339Z&X-Amz-Signature=9e8553bea47759fe76991f724c17527e81b2af65a562e79934236324049eac63', 'lfs_prefix': 'experimental-data-sets/english-prescribing-dataset-epd-with-snomed-code', 'schema': '{u\'fields\': [{u\'title\': u\'Year and Month as YYYYMM\',u\'description\': u\'Example: 201401\',u\'name\': u\'YEAR_MONTH\', u\'type\': u\'number\', u\'format\': u\'default\'},{u\'title\': u\'Regional Office Name\',u\'description\': u\'The name given to a geographical region by NHS England. Each region supports local systems to provide more joined up and care for patients.\',u\'name\': u\'REGIONAL_OFFICE_NAME\', u\'type\': u\'string\', u\'format\': u\'default\'},{u\'title\': u\'Regional Office Code\',u\'description\': u\'The unique code used to refer to a Regional Office.\',u\'name\': u\'REGIONAL_OFFICE_CODE\', u\'type\': u\'string\', u\'format\': u\'default\'},{u\'title\': u\'STP Name\',u\'description\': u\'The name given to a geographical area by NHS England that is a smaller division of a Region. STP stands for Sustainability and Transformation Partnership\',u\'name\': u\'STP_NAME\', u\'type\': u\'string\', u\'format\': u\'default\'},{u\'title\': u\'STP Code\',u\'description\': u\'The unique code used to refer to an STP. STP stands for Sustainability and Transformation Partnership.\',u\'name\': u\'STP_CODE\', u\'type\': u\'string\', u\'format\': u\'default\'},{u\'title\': u\'Primary Care Organisation Name\',u\'description\': u\'An NHS organisation that commissions or provides care services involving prescriptions that are dispensed in the community. For example: a Clinical Commissioning Group (CCG), an NHS Trust.\',u\'name\': u\'PCO_NAME\', u\'type\': u\'string\', u\'format\': u\'default\'},{u\'title\': u\'Primary Care Organisation Code\',u\'description\': u\'The unique code used to refer to a Primary Care Organisation.\',u\'name\': u\'PCO_CODE\', u\'type\': u\'string\', u\'format\': u\'default\'},{u\'title\': u\'Practice Name\',u\'description\': u\'The name of an organisation that employs one or more prescribers who issue prescriptions that may be dispensed in the community. For example:a GP Practice, an Out-of-Hours service, a hospital department within an NHS Trust.\',u\'name\': u\'PRACTICE_NAME\', u\'type\': u\'string\', u\'format\': u\'default\'},{u\'title\': u\'Practice Code\',u\'description\': u\'The unique code used to refer to a Practice.\',u\'name\': u\'PRACTICE_CODE\', u\'type\': u\'string\', u\'format\': u\'default\'},{u\'title\': u\'Address Field 1\',u\'description\': u\'The Address used by a Practice. This data is supplied by Primary Care Support England (PSCE), NHS England Area Teams or the Clinical Commissioning Group, whenever a new practice is opened or if a change of details is required.\',u\'name\': u\'ADDRESS_1\', u\'type\': u\'string\', u\'format\': u\'default\'},{u\'title\': u\'Address Field 2\',u\'description\': u\'The Address used by a Practice. This data is supplied by Primary Care Support England (PSCE), NHS England Area Teams or the Clinical Commissioning Group, whenever a new practice is opened or if a change of details is required.\',u\'name\': u\'ADDRESS_2\', u\'type\': u\'string\', u\'format\': u\'default\'},{u\'title\': u\'Address Field 3\',u\'description\': u\'The Address used by a Practice. This data is supplied by Primary Care Support England (PSCE), NHS England Area Teams or the Clinical Commissioning Group, whenever a new practice is opened or if a change of details is required.\',u\'name\': u\'ADDRESS_3\', u\'type\': u\'string\', u\'format\': u\'default\'},{u\'title\': u\'Address Field 4\',u\'description\': u\'The Address used by a Practice. This data is supplied by Primary Care Support England (PSCE), NHS England Area Teams or the Clinical Commissioning Group, whenever a new practice is opened or if a change of details is required.\',u\'name\': u\'ADDRESS_4\', u\'type\': u\'string\', u\'format\': u\'default\'},{u\'title\': u\'Post Code\',u\'description\': u\'The Address used by a Practice. This data is supplied by Primary Care Support England (PSCE), NHS England Area Teams or the Clinical Commissioning Group, whenever a new practice is opened or if a change of details is required.\',u\'name\': u\'POSTCODE\', u\'type\': u\'string\', u\'format\': u\'default\'},{u\'title\': u\'British National Formulary (BNF) Chemical Substance Code\',u\'description\': u\'A unique code used to refer to a BNF Chemical Substance.For example, 0501013B0\',u\'name\': u\'BNF_CHEMICAL_SUBSTANCE\', u\'type\': u\'string\', u\'format\': u\'default\'},{u\'title\': u\'British National Formulary (BNF) Chemical Substance Description\',u\'description\': u\'The name of the main active ingredient in a drug or the type of an appliance. Determined by the British National Formulatory (BNF) for drugs, or the NHS BSA for appliances. For example, Amoxicillin\',u\'name\': u\'CHEMICAL_SUBSTANCE_BNF_DESCR\', u\'type\': u\'string\', u\'format\': u\'default\'},{u\'title\': u\'British National Formulary (BNF) Code\',u\'description\': u\'The unique code used to refer to a BNF Presentation. For example, 0501013B0AAABAB\',u\'name\': u\'BNF_CODE\', u\'type\': u\'string\', u\'format\': u\'default\'},{u\'title\': u\'British National Formulary (BNF) Description\',u\'description\': u\'The name given to the specific type, strength, and formulation of a drug; or, the specific type of an appliance. For example, Amoxicillin 500mg capsules\',u\'name\': u\'BNF_DESCRIPTION\', u\'type\': u\'string\', u\'format\': u\'default\'},{u\'title\': u\'British National Formulary (BNF) Description\',u\'description\': u\'The name given to a British National Formulatory (BNF) Chapter that includes the prescribed product. Includes the numerical code used to refer to the chapter.For example, 05: Infections\',u\'name\': u\'BNF_CHAPTER_PLUS_CODE\', u\'type\': u\'string\', u\'format\': u\'default\'},{u\'title\': u\'Quantity\',u\'description\': u\'The quantity of a medicine, dressing or appliance for which an individual item was prescribed and dispensed, for each BNF Presentation. This represents a pseudo pack size, to illustrate the typical range of prescribed quantities of a given presentation. For example, a quantity of 28 for Amoxicillin 500mg capsules means that the pack size dispensed was 28 capsules.\',u\'name\': u\'QUANTITY\', u\'type\': u\'number\', u\'format\': u\'default\'},{u\'title\': u\'Items\',u\'description\': u\'The number of times a product appears on a prescription form. Prescription forms include both paper prescriptions and electronic messages.\',u\'name\': u\'ITEMS\', u\'type\': u\'number\', u\'format\': u\'default\'},{u\'title\': u\'Total Quantity\',u\'description\': u\'The total quantity of a drug or appliance that was prescribed.This is calculated by multiplying Quantity by Items. For example, if 2 items of Amoxicillin 500mg capsules with a quantity of 28 were prescribed, total quantity will be 56.\',u\'name\': u\'TOTAL_QUANTITY\', u\'type\': u\'number\', u\'format\': u\'default\'},{u\'title\': u\'Average Daily Quantity (ADQ)\',u\'description\': u\'Average Daily Quantity (ADQ) is the typical daily dose of a medication, prescribed to adult patients by GP Practices.This field shows the quantity prescribed multiplied by the strength, which is then divided by the Average Daily Quantity value.\',u\'name\': u\'ADQUSAGE\', u\'type\': u\'number\', u\'format\': u\'default\'},{u\'title\': u\'Net Ingredient Cost (NIC)\',u\'description\': u\'In GBP. The amount that would be paid using the basic price of the prescribed drug or appliance and the quantity prescribed.Sometimes called the "Net Ingredient Cost" (NIC).The basic price is given either in the Drug Tariff or is determined from prices published by manufacturers, wholesalers or suppliers. Basic price is set out in Parts 8 and 9 of the Drug Tariff. For any drugs or appliances not in Part 8, the price is usually taken from the manufacturer, wholesaler or supplier of the product.\',u\'name\': u\'NIC\', u\'type\': u\'number\', u\'format\': u\'default\'},{u\'title\': u\'Actual Cost\',u\'description\': u\'In GBP. The basic cost after adjustment for the national average discount and some payments to the dispenser.See notes for details of the calculation. The calculation is:Net Ingredient Cost - National Average Discount Percentage + (payment for consumables + out of pocket expenses + payment for containers)\',u\'name\': u\'ACTUAL_COST\', u\'type\': u\'number\', u\'format\': u\'default\'},{u\'title\': u\'Unidentified\',u\'description\': u\'This field shows data from prescription forms that could not be allocated to a Practice. Please see the guidance notes for a more detailed explanation of this field, and its uses.\',u\'name\': u\'UNIDENTIFIED\', u\'type\': u\'string\', u\'format\': u\'default\'},{u\'title\': u\'Presentation SNOMED code\',u\'description\': u\'A SNOMED CT (Systemised Nomenclature of Medicine Clinical Terms) is a clinical vocabulary readable by computers. The SNOMED code contained within the data is a unique identifier for each Medicinal Product (both VMP and AMP level). The identifier will not be re-used and or allocated to another presentation.\',u\'name\': u\'SNOMED_CODE\', u\'type\': u\'number\', u\'format\': u\'default\'}], u\'missingValues\': [u\'\']}', 'bq_table_name': 'EPD_SNOMED_202204', 'hash': '68d0951598dd8445ea795db49273f516ae3355cfa944d33f9f9c7b1bfa1e90f7', 'description': '', 'format': 'CSV', 'mimetype_inner': None, 'url_type': 'upload', 'mimetype': 'text/csv', 'cache_url': None, 'name': 'EPD_SNOMED_202204', 'created': '2022-06-20T09:44:23.618956', 'url': 'https://opendata.nhsbsa.net/dataset/906115a6-4155-44be-8b81-f8e83cebfb84/resource/38f804d9-1953-40ec-b038-daf336666620/download/epd_snomed_202204.csv', 'last_modified': '2022-06-20T09:44:23.484913', 'position': 17, 'revision_id': 'aed266fd-d148-4149-ac32-1063af92a5e4', 'resource_type': None}, {'encoding': 'utf8', 'sample': '{}', 'package_id': '906115a6-4155-44be-8b81-f8e83cebfb84', 'datastore_active': 'true', 'id': '1b500501-dd5b-42f7-906a-e37ffe3e2900', 'size': 7136566442, 'title': 'English Prescribing Dataset (EPD) with SNOMED code - May 2022', 'restricted': '{level: public}', 'cache_last_updated': None, 'state': 'active', 'sha256': '3e7a8f38f2df0e131d5d79a48fa98f218821288052a0424e08df68dda7e49f98', 'zip_url': 'https://83025b28472d6aa2bf5ae59f3724aa78.eu.r2.cloudflarestorage.com/dx-nhs-production/DATOPIAN_DATA/EPD_SNOMED_202205.ZIP?response-content-disposition=filename%3DEPD_SNOMED_202205.ZIP&X-Amz-Algorithm=AWS4-HMAC-SHA256&X-Amz-Expires=3600&X-Amz-Credential=d1d532dd4244a61845b7ea3d94bcd4d9%2F20240528%2Fus-east-1%2Fs3%2Faws4_request&X-Amz-SignedHeaders=host&X-Amz-Date=20240528T140339Z&X-Amz-Signature=42ecb92da0840984670d3b6496d3865d03c789e78f540f37ea9f249984c166d9', 'lfs_prefix': 'experimental-data-sets/english-prescribing-dataset-epd-with-snomed-code', 'schema': '{u\'fields\': [{u\'title\': u\'Year and Month as YYYYMM\', u\'type\': u\'number\', u\'description\': u\'Example: 201401\', u\'name\': u\'YEAR_MONTH\', u\'format\': u\'default\'}, {u\'title\': u\'Regional Office Name\', u\'type\': u\'string\', u\'description\': u\'The name given to a geographical region by NHS England. Each region supports local systems to provide more joined up and care for patients.\', u\'name\': u\'REGIONAL_OFFICE_NAME\', u\'format\': u\'default\'}, {u\'title\': u\'Regional Office Code\', u\'type\': u\'string\', u\'description\': u\'The unique code used to refer to a Regional Office.\', u\'name\': u\'REGIONAL_OFFICE_CODE\', u\'format\': u\'default\'}, {u\'title\': u\'Integrated Care Board (ICB) Name\', u\'type\': u\'string\', u\'description\': u\'The name given to a geographical statutory organisation by NHS England that is a smaller division of a Region.\', u\'name\': u\'ICB_NAME\', u\'format\': u\'default\'}, {u\'title\': u\'Integrated Care Board (ICB) Code\', u\'type\': u\'string\', u\'description\': u\'The unique code used to refer to an ICB.\', u\'name\': u\'ICB_CODE\', u\'format\': u\'default\'}, {u\'title\': u\'Primary Care Organisation Name\', u\'type\': u\'string\', u\'description\': u\'An NHS organisation that commissions or provides care services involving prescriptions that are dispensed in the community. For example: a Sub Integrated Care Board Location (SICBL), an NHS Trust.\', u\'name\': u\'PCO_NAME\', u\'format\': u\'default\'}, {u\'title\': u\'Primary Care Organisation Code\', u\'type\': u\'string\', u\'description\': u\'The unique code used to refer to a Primary Care Organisation.\', u\'name\': u\'PCO_CODE\', u\'format\': u\'default\'}, {u\'title\': u\'Practice Name\', u\'type\': u\'string\', u\'description\': u\'The name of an organisation that employs one or more prescribers who issue prescriptions that may be dispensed in the community. For example:a GP Practice, an Out-of-Hours service, a hospital department within an NHS Trust.\', u\'name\': u\'PRACTICE_NAME\', u\'format\': u\'default\'}, {u\'title\': u\'Practice Code\', u\'type\': u\'string\', u\'description\': u\'The unique code used to refer to a Practice.\', u\'name\': u\'PRACTICE_CODE\', u\'format\': u\'default\'}, {u\'title\': u\'Address Field 1\', u\'type\': u\'string\', u\'description\': u\'The Address used by a Practice. This data is supplied by Primary Care Support England (PSCE), NHS England ICBs or the SICBL, whenever a new practice is opened or if a change of details is required.\', u\'name\': u\'ADDRESS_1\', u\'format\': u\'default\'}, {u\'title\': u\'Address Field 2\', u\'type\': u\'string\', u\'description\': u\'The Address used by a Practice. This data is supplied by Primary Care Support England (PSCE), NHS England ICBs or the SICBL, whenever a new practice is opened or if a change of details is required.\', u\'name\': u\'ADDRESS_2\', u\'format\': u\'default\'}, {u\'title\': u\'Address Field 3\', u\'type\': u\'string\', u\'description\': u\'The Address used by a Practice. This data is supplied by Primary Care Support England (PSCE), NHS England ICBs or the SICBL, whenever a new practice is opened or if a change of details is required.\', u\'name\': u\'ADDRESS_3\', u\'format\': u\'default\'}, {u\'title\': u\'Address Field 4\', u\'type\': u\'string\', u\'description\': u\'The Address used by a Practice. This data is supplied by Primary Care Support England (PSCE), NHS England ICBs or the SICBL, whenever a new practice is opened or if a change of details is required.\', u\'name\': u\'ADDRESS_4\', u\'format\': u\'default\'}, {u\'title\': u\'Post Code\', u\'type\': u\'string\', u\'description\': u\'The Address used by a Practice. This data is supplied by Primary Care Support England (PSCE), NHS England ICBs or the SICBL, whenever a new practice is opened or if a change of details is required.\', u\'name\': u\'POSTCODE\', u\'format\': u\'default\'}, {u\'title\': u\'British National Formulary (BNF) Chemical Substance Code\', u\'type\': u\'string\', u\'description\': u\'A unique code used to refer to a BNF Chemical Substance.For example, 0501013B0\', u\'name\': u\'BNF_CHEMICAL_SUBSTANCE\', u\'format\': u\'default\'}, {u\'title\': u\'British National Formulary (BNF) Chemical Substance Description\', u\'type\': u\'string\', u\'description\': u\'The name of the main active ingredient in a drug or the type of an appliance. Determined by the British National Formulatory (BNF) for drugs, or the NHS BSA for appliances. For example, Amoxicillin\', u\'name\': u\'CHEMICAL_SUBSTANCE_BNF_DESCR\', u\'format\': u\'default\'}, {u\'title\': u\'British National Formulary (BNF) Code\', u\'type\': u\'string\', u\'description\': u\'The unique code used to refer to a BNF Presentation. For example, 0501013B0AAABAB\', u\'name\': u\'BNF_CODE\', u\'format\': u\'default\'}, {u\'title\': u\'British National Formulary (BNF) Description\', u\'type\': u\'string\', u\'description\': u\'The name given to the specific type, strength, and formulation of a drug; or, the specific type of an appliance. For example, Amoxicillin 500mg capsules\', u\'name\': u\'BNF_DESCRIPTION\', u\'format\': u\'default\'}, {u\'title\': u\'British National Formulary (BNF) Description\', u\'type\': u\'string\', u\'description\': u\'The name given to a British National Formulatory (BNF) Chapter that includes the prescribed product. Includes the numerical code used to refer to the chapter.For example, 05: Infections\', u\'name\': u\'BNF_CHAPTER_PLUS_CODE\', u\'format\': u\'default\'}, {u\'title\': u\'Quantity\', u\'type\': u\'number\', u\'description\': u\'The quantity of a medicine, dressing or appliance for which an individual item was prescribed and dispensed, for each BNF Presentation. This represents a pseudo pack size, to illustrate the typical range of prescribed quantities of a given presentation. For example, a quantity of 28 for Amoxicillin 500mg capsules means that the pack size dispensed was 28 capsules.\', u\'name\': u\'QUANTITY\', u\'format\': u\'default\'}, {u\'title\': u\'Items\', u\'type\': u\'number\', u\'description\': u\'The number of times a product appears on a prescription form. Prescription forms include both paper prescriptions and electronic messages.\', u\'name\': u\'ITEMS\', u\'format\': u\'default\'}, {u\'title\': u\'Total Quantity\', u\'type\': u\'number\', u\'description\': u\'The total quantity of a drug or appliance that was prescribed.This is calculated by multiplying Quantity by Items. For example, if 2 items of Amoxicillin 500mg capsules with a quantity of 28 were prescribed, total quantity will be 56.\', u\'name\': u\'TOTAL_QUANTITY\', u\'format\': u\'default\'}, {u\'title\': u\'Average Daily Quantity (ADQ)\', u\'type\': u\'number\', u\'description\': u\'Average Daily Quantity (ADQ) is the typical daily dose of a medication, prescribed to adult patients by GP Practices.This field shows the quantity prescribed multiplied by the strength, which is then divided by the Average Daily Quantity value.\', u\'name\': u\'ADQUSAGE\', u\'format\': u\'default\'}, {u\'title\': u\'Net Ingredient Cost (NIC)\', u\'type\': u\'number\', u\'description\': u\'In GBP. The amount that would be paid using the basic price of the prescribed drug or appliance and the quantity prescribed.Sometimes called the "Net Ingredient Cost" (NIC).The basic price is given either in the Drug Tariff or is determined from prices published by manufacturers, wholesalers or suppliers. Basic price is set out in Parts 8 and 9 of the Drug Tariff. For any drugs or appliances not in Part 8, the price is usually taken from the manufacturer, wholesaler or supplier of the product.\', u\'name\': u\'NIC\', u\'format\': u\'default\'}, {u\'title\': u\'Actual Cost\', u\'type\': u\'number\', u\'description\': u\'In GBP. The basic cost after adjustment for the national average discount and some payments to the dispenser.See notes for details of the calculation. The calculation is:Net Ingredient Cost - National Average Discount Percentage + (payment for consumables + out of pocket expenses + payment for containers)\', u\'name\': u\'ACTUAL_COST\', u\'format\': u\'default\'}, {u\'title\': u\'Unidentified\', u\'type\': u\'string\', u\'description\': u\'This field shows data from prescription forms that could not be allocated to a Practice. Please see the guidance notes for a more detailed explanation of this field, and its uses.\', u\'name\': u\'UNIDENTIFIED\', u\'format\': u\'default\'}, {u\'title\': u\'Presentation SNOMED code\', u\'type\': u\'number\', u\'description\': u\'A SNOMED CT (Systemised Nomenclature of Medicine Clinical Terms) is a clinical vocabulary readable by computers. The SNOMED code contained within the data is a unique identifier for each Medicinal Product (both VMP and AMP level). The identifier will not be re-used and or allocated to another presentation.\', u\'name\': u\'SNOMED_CODE\', u\'format\': u\'default\'}], u\'missingValues\': [u\'\']}', 'bq_table_name': 'EPD_SNOMED_202205', 'hash': '3e7a8f38f2df0e131d5d79a48fa98f218821288052a0424e08df68dda7e49f98', 'description': '', 'format': 'CSV', 'mimetype_inner': None, 'url_type': 'upload', 'mimetype': 'text/csv', 'cache_url': None, 'name': 'EPD_SNOMED_202205', 'created': '2022-07-15T14:14:16.033045', 'url': 'https://opendata.nhsbsa.net/dataset/906115a6-4155-44be-8b81-f8e83cebfb84/resource/1b500501-dd5b-42f7-906a-e37ffe3e2900/download/epd_snomed_202205.csv', 'last_modified': '2022-07-15T14:14:15.943721', 'position': 18, 'revision_id': 'aed266fd-d148-4149-ac32-1063af92a5e4', 'resource_type': None}, {'cache_last_updated': None, 'package_id': '906115a6-4155-44be-8b81-f8e83cebfb84', 'datastore_active': 'true', 'id': '6e204297-9558-4f29-a9b0-faf40cd2479b', 'size': 7068457316, 'title': 'English Prescribing Dataset (EPD) with SNOMED code - Jun 2022', 'restricted': '{level: public}', 'encoding': 'utf8', 'state': 'active', 'sha256': '988256f47fbcb30ba40cca9fc9a76fa71f0fcd084899c661ce452c5f8ff73a6d', 'zip_url': 'https://83025b28472d6aa2bf5ae59f3724aa78.eu.r2.cloudflarestorage.com/dx-nhs-production/DATOPIAN_DATA/EPD_SNOMED_202206.ZIP?response-content-disposition=filename%3DEPD_SNOMED_202206.ZIP&X-Amz-Algorithm=AWS4-HMAC-SHA256&X-Amz-Expires=3600&X-Amz-Credential=d1d532dd4244a61845b7ea3d94bcd4d9%2F20240528%2Fus-east-1%2Fs3%2Faws4_request&X-Amz-SignedHeaders=host&X-Amz-Date=20240528T140339Z&X-Amz-Signature=6a7f08a95c3a91012006211b01bf0a8276dddf50a9031b48928f626086ae3f2b', 'lfs_prefix': 'experimental-data-sets/english-prescribing-dataset-epd-with-snomed-code', 'schema': '{u\'fields\': [{u\'title\': u\'Year and Month as YYYYMM\',u\'description\': u\'Example: 201401\',u\'name\': u\'YEAR_MONTH\', u\'type\': u\'number\', u\'format\': u\'default\'},{u\'title\': u\'Regional Office Name\',u\'description\': u\'The name given to a geographical region by NHS England. Each region supports local systems to provide more joined up and care for patients.\',u\'name\': u\'REGIONAL_OFFICE_NAME\', u\'type\': u\'string\', u\'format\': u\'default\'},{u\'title\': u\'Regional Office Code\',u\'description\': u\'The unique code used to refer to a Regional Office.\',u\'name\': u\'REGIONAL_OFFICE_CODE\', u\'type\': u\'string\', u\'format\': u\'default\'},{u\'title\': u\'Integrated Care Board (ICB) Name\',u\'description\': u\'The name given to a geographical statutory organisation by NHS England that is a smaller division of a Region.\',u\'name\': u\'ICB_NAME\', u\'type\': u\'string\', u\'format\': u\'default\'},{u\'title\': u\'Integrated Care Board (ICB) Code\',u\'description\': u\'The unique code used to refer to an ICB.\',u\'name\': u\'ICB_CODE\', u\'type\': u\'string\', u\'format\': u\'default\'},{u\'title\': u\'Primary Care Organisation Name\',u\'description\': u\'An NHS organisation that commissions or provides care services involving prescriptions that are dispensed in the community. For example: a Sub Integrated Care Board Location (SICBL), an NHS Trust.\',u\'name\': u\'PCO_NAME\', u\'type\': u\'string\', u\'format\': u\'default\'},{u\'title\': u\'Primary Care Organisation Code\',u\'description\': u\'The unique code used to refer to a Primary Care Organisation.\',u\'name\': u\'PCO_CODE\', u\'type\': u\'string\', u\'format\': u\'default\'},{u\'title\': u\'Practice Name\',u\'description\': u\'The name of an organisation that employs one or more prescribers who issue prescriptions that may be dispensed in the community. For example:a GP Practice, an Out-of-Hours service, a hospital department within an NHS Trust.\',u\'name\': u\'PRACTICE_NAME\', u\'type\': u\'string\', u\'format\': u\'default\'},{u\'title\': u\'Practice Code\',u\'description\': u\'The unique code used to refer to a Practice.\',u\'name\': u\'PRACTICE_CODE\', u\'type\': u\'string\', u\'format\': u\'default\'},{u\'title\': u\'Address Field 1\',u\'description\': u\'The Address used by a Practice. This data is supplied by Primary Care Support England (PSCE), NHS England ICBs or the SICBL, whenever a new practice is opened or if a change of details is required.\',u\'name\': u\'ADDRESS_1\', u\'type\': u\'string\', u\'format\': u\'default\'},{u\'title\': u\'Address Field 2\',u\'description\': u\'The Address used by a Practice. This data is supplied by Primary Care Support England (PSCE), NHS England ICBs or the SICBL, whenever a new practice is opened or if a change of details is required.\',u\'name\': u\'ADDRESS_2\', u\'type\': u\'string\', u\'format\': u\'default\'},{u\'title\': u\'Address Field 3\',u\'description\': u\'The Address used by a Practice. This data is supplied by Primary Care Support England (PSCE), NHS England ICBs or the SICBL, whenever a new practice is opened or if a change of details is required.\',u\'name\': u\'ADDRESS_3\', u\'type\': u\'string\', u\'format\': u\'default\'},{u\'title\': u\'Address Field 4\',u\'description\': u\'The Address used by a Practice. This data is supplied by Primary Care Support England (PSCE), NHS England ICBs or the SICBL, whenever a new practice is opened or if a change of details is required.\',u\'name\': u\'ADDRESS_4\', u\'type\': u\'string\', u\'format\': u\'default\'},{u\'title\': u\'Post Code\',u\'description\': u\'The Address used by a Practice. This data is supplied by Primary Care Support England (PSCE), NHS England ICBs or the SICBL, whenever a new practice is opened or if a change of details is required.\',u\'name\': u\'POSTCODE\', u\'type\': u\'string\', u\'format\': u\'default\'},{u\'title\': u\'British National Formulary (BNF) Chemical Substance Code\',u\'description\': u\'A unique code used to refer to a BNF Chemical Substance.For example, 0501013B0\',u\'name\': u\'BNF_CHEMICAL_SUBSTANCE\', u\'type\': u\'string\', u\'format\': u\'default\'},{u\'title\': u\'British National Formulary (BNF) Chemical Substance Description\',u\'description\': u\'The name of the main active ingredient in a drug or the type of an appliance. Determined by the British National Formulatory (BNF) for drugs, or the NHS BSA for appliances. For example, Amoxicillin\',u\'name\': u\'CHEMICAL_SUBSTANCE_BNF_DESCR\', u\'type\': u\'string\', u\'format\': u\'default\'},{u\'title\': u\'British National Formulary (BNF) Code\',u\'description\': u\'The unique code used to refer to a BNF Presentation. For example, 0501013B0AAABAB\',u\'name\': u\'BNF_CODE\', u\'type\': u\'string\', u\'format\': u\'default\'},{u\'title\': u\'British National Formulary (BNF) Description\',u\'description\': u\'The name given to the specific type, strength, and formulation of a drug; or, the specific type of an appliance. For example, Amoxicillin 500mg capsules\',u\'name\': u\'BNF_DESCRIPTION\', u\'type\': u\'string\', u\'format\': u\'default\'},{u\'title\': u\'British National Formulary (BNF) Description\',u\'description\': u\'The name given to a British National Formulatory (BNF) Chapter that includes the prescribed product. Includes the numerical code used to refer to the chapter.For example, 05: Infections\',u\'name\': u\'BNF_CHAPTER_PLUS_CODE\', u\'type\': u\'string\', u\'format\': u\'default\'},{u\'title\': u\'Quantity\',u\'description\': u\'The quantity of a medicine, dressing or appliance for which an individual item was prescribed and dispensed, for each BNF Presentation. This represents a pseudo pack size, to illustrate the typical range of prescribed quantities of a given presentation. For example, a quantity of 28 for Amoxicillin 500mg capsules means that the pack size dispensed was 28 capsules.\',u\'name\': u\'QUANTITY\', u\'type\': u\'number\', u\'format\': u\'default\'},{u\'title\': u\'Items\',u\'description\': u\'The number of times a product appears on a prescription form. Prescription forms include both paper prescriptions and electronic messages.\',u\'name\': u\'ITEMS\', u\'type\': u\'number\', u\'format\': u\'default\'},{u\'title\': u\'Total Quantity\',u\'description\': u\'The total quantity of a drug or appliance that was prescribed.This is calculated by multiplying Quantity by Items. For example, if 2 items of Amoxicillin 500mg capsules with a quantity of 28 were prescribed, total quantity will be 56.\',u\'name\': u\'TOTAL_QUANTITY\', u\'type\': u\'number\', u\'format\': u\'default\'},{u\'title\': u\'Average Daily Quantity (ADQ)\',u\'description\': u\'Average Daily Quantity (ADQ) is the typical daily dose of a medication, prescribed to adult patients by GP Practices.This field shows the quantity prescribed multiplied by the strength, which is then divided by the Average Daily Quantity value.\',u\'name\': u\'ADQUSAGE\', u\'type\': u\'number\', u\'format\': u\'default\'},{u\'title\': u\'Net Ingredient Cost (NIC)\',u\'description\': u\'In GBP. The amount that would be paid using the basic price of the prescribed drug or appliance and the quantity prescribed.Sometimes called the "Net Ingredient Cost" (NIC).The basic price is given either in the Drug Tariff or is determined from prices published by manufacturers, wholesalers or suppliers. Basic price is set out in Parts 8 and 9 of the Drug Tariff. For any drugs or appliances not in Part 8, the price is usually taken from the manufacturer, wholesaler or supplier of the product.\',u\'name\': u\'NIC\', u\'type\': u\'number\', u\'format\': u\'default\'},{u\'title\': u\'Actual Cost\',u\'description\': u\'In GBP. The basic cost after adjustment for the national average discount and some payments to the dispenser.See notes for details of the calculation. The calculation is:Net Ingredient Cost - National Average Discount Percentage + (payment for consumables + out of pocket expenses + payment for containers)\',u\'name\': u\'ACTUAL_COST\', u\'type\': u\'number\', u\'format\': u\'default\'},{u\'title\': u\'Unidentified\',u\'description\': u\'This field shows data from prescription forms that could not be allocated to a Practice. Please see the guidance notes for a more detailed explanation of this field, and its uses.\',u\'name\': u\'UNIDENTIFIED\', u\'type\': u\'string\', u\'format\': u\'default\'},{u\'title\': u\'Presentation SNOMED code\',u\'description\': u\'A SNOMED CT (Systemised Nomenclature of Medicine Clinical Terms) is a clinical vocabulary readable by computers. The SNOMED code contained within the data is a unique identifier for each Medicinal Product (both VMP and AMP level). The identifier will not be re-used and or allocated to another presentation.\',u\'name\': u\'SNOMED_CODE\', u\'type\': u\'number\', u\'format\': u\'default\'}], u\'missingValues\': [u\'\']}', 'bq_table_name': 'EPD_SNOMED_202206', 'hash': '988256f47fbcb30ba40cca9fc9a76fa71f0fcd084899c661ce452c5f8ff73a6d', 'description': '', 'format': 'CSV', 'mimetype_inner': None, 'url_type': 'upload', 'mimetype': 'text/csv', 'cache_url': None, 'name': 'EPD_SNOMED_202206', 'created': '2022-08-19T16:37:57.586131', 'url': 'https://opendata.nhsbsa.net/dataset/906115a6-4155-44be-8b81-f8e83cebfb84/resource/6e204297-9558-4f29-a9b0-faf40cd2479b/download/epd_snomed_202206.csv', 'last_modified': '2022-08-19T16:37:57.440662', 'position': 19, 'revision_id': 'aed266fd-d148-4149-ac32-1063af92a5e4', 'resource_type': None}, {'cache_last_updated': None, 'package_id': '906115a6-4155-44be-8b81-f8e83cebfb84', 'datastore_active': 'true', 'id': '0f744cfe-c905-4a7f-834c-679bdc9c1021', 'size': 7068895191, 'title': 'English Prescribing Dataset (EPD) with SNOMED code - Jul 2022', 'restricted': '{level: public}', 'encoding': 'utf8', 'state': 'active', 'sha256': '27a33a2e3cc397122b531c8ac39597c37f2870acd36ad1b760b06bae2ac7419b', 'zip_url': 'https://83025b28472d6aa2bf5ae59f3724aa78.eu.r2.cloudflarestorage.com/dx-nhs-production/DATOPIAN_DATA/EPD_SNOMED_202207.ZIP?response-content-disposition=filename%3DEPD_SNOMED_202207.ZIP&X-Amz-Algorithm=AWS4-HMAC-SHA256&X-Amz-Expires=3600&X-Amz-Credential=d1d532dd4244a61845b7ea3d94bcd4d9%2F20240528%2Fus-east-1%2Fs3%2Faws4_request&X-Amz-SignedHeaders=host&X-Amz-Date=20240528T140339Z&X-Amz-Signature=db9a31bc2f21313c46c80e1ac85f27dffd4d3ccaccd7deaed8de6ae2f5b521b9', 'lfs_prefix': 'experimental-data-sets/english-prescribing-dataset-epd-with-snomed-code', 'schema': '{u\'fields\': [{u\'title\': u\'Year and Month as YYYYMM\',u\'description\': u\'Example: 201401\',u\'name\': u\'YEAR_MONTH\', u\'type\': u\'number\', u\'format\': u\'default\'},{u\'title\': u\'Regional Office Name\',u\'description\': u\'The name given to a geographical region by NHS England. Each region supports local systems to provide more joined up and care for patients.\',u\'name\': u\'REGIONAL_OFFICE_NAME\', u\'type\': u\'string\', u\'format\': u\'default\'},{u\'title\': u\'Regional Office Code\',u\'description\': u\'The unique code used to refer to a Regional Office.\',u\'name\': u\'REGIONAL_OFFICE_CODE\', u\'type\': u\'string\', u\'format\': u\'default\'},{u\'title\': u\'Integrated Care Board (ICB) Name\',u\'description\': u\'The name given to a geographical statutory organisation by NHS England that is a smaller division of a Region.\',u\'name\': u\'ICB_NAME\', u\'type\': u\'string\', u\'format\': u\'default\'},{u\'title\': u\'Integrated Care Board (ICB) Code\',u\'description\': u\'The unique code used to refer to an ICB.\',u\'name\': u\'ICB_CODE\', u\'type\': u\'string\', u\'format\': u\'default\'},{u\'title\': u\'Primary Care Organisation Name\',u\'description\': u\'An NHS organisation that commissions or provides care services involving prescriptions that are dispensed in the community. For example: a Sub Integrated Care Board Location (SICBL), an NHS Trust.\',u\'name\': u\'PCO_NAME\', u\'type\': u\'string\', u\'format\': u\'default\'},{u\'title\': u\'Primary Care Organisation Code\',u\'description\': u\'The unique code used to refer to a Primary Care Organisation.\',u\'name\': u\'PCO_CODE\', u\'type\': u\'string\', u\'format\': u\'default\'},{u\'title\': u\'Practice Name\',u\'description\': u\'The name of an organisation that employs one or more prescribers who issue prescriptions that may be dispensed in the community. For example:a GP Practice, an Out-of-Hours service, a hospital department within an NHS Trust.\',u\'name\': u\'PRACTICE_NAME\', u\'type\': u\'string\', u\'format\': u\'default\'},{u\'title\': u\'Practice Code\',u\'description\': u\'The unique code used to refer to a Practice.\',u\'name\': u\'PRACTICE_CODE\', u\'type\': u\'string\', u\'format\': u\'default\'},{u\'title\': u\'Address Field 1\',u\'description\': u\'The Address used by a Practice. This data is supplied by Primary Care Support England (PSCE), NHS England ICBs or the SICBL, whenever a new practice is opened or if a change of details is required.\',u\'name\': u\'ADDRESS_1\', u\'type\': u\'string\', u\'format\': u\'default\'},{u\'title\': u\'Address Field 2\',u\'description\': u\'The Address used by a Practice. This data is supplied by Primary Care Support England (PSCE), NHS England ICBs or the SICBL, whenever a new practice is opened or if a change of details is required.\',u\'name\': u\'ADDRESS_2\', u\'type\': u\'string\', u\'format\': u\'default\'},{u\'title\': u\'Address Field 3\',u\'description\': u\'The Address used by a Practice. This data is supplied by Primary Care Support England (PSCE), NHS England ICBs or the SICBL, whenever a new practice is opened or if a change of details is required.\',u\'name\': u\'ADDRESS_3\', u\'type\': u\'string\', u\'format\': u\'default\'},{u\'title\': u\'Address Field 4\',u\'description\': u\'The Address used by a Practice. This data is supplied by Primary Care Support England (PSCE), NHS England ICBs or the SICBL, whenever a new practice is opened or if a change of details is required.\',u\'name\': u\'ADDRESS_4\', u\'type\': u\'string\', u\'format\': u\'default\'},{u\'title\': u\'Post Code\',u\'description\': u\'The Address used by a Practice. This data is supplied by Primary Care Support England (PSCE), NHS England ICBs or the SICBL, whenever a new practice is opened or if a change of details is required.\',u\'name\': u\'POSTCODE\', u\'type\': u\'string\', u\'format\': u\'default\'},{u\'title\': u\'British National Formulary (BNF) Chemical Substance Code\',u\'description\': u\'A unique code used to refer to a BNF Chemical Substance.For example, 0501013B0\',u\'name\': u\'BNF_CHEMICAL_SUBSTANCE\', u\'type\': u\'string\', u\'format\': u\'default\'},{u\'title\': u\'British National Formulary (BNF) Chemical Substance Description\',u\'description\': u\'The name of the main active ingredient in a drug or the type of an appliance. Determined by the British National Formulatory (BNF) for drugs, or the NHS BSA for appliances. For example, Amoxicillin\',u\'name\': u\'CHEMICAL_SUBSTANCE_BNF_DESCR\', u\'type\': u\'string\', u\'format\': u\'default\'},{u\'title\': u\'British National Formulary (BNF) Code\',u\'description\': u\'The unique code used to refer to a BNF Presentation. For example, 0501013B0AAABAB\',u\'name\': u\'BNF_CODE\', u\'type\': u\'string\', u\'format\': u\'default\'},{u\'title\': u\'British National Formulary (BNF) Description\',u\'description\': u\'The name given to the specific type, strength, and formulation of a drug; or, the specific type of an appliance. For example, Amoxicillin 500mg capsules\',u\'name\': u\'BNF_DESCRIPTION\', u\'type\': u\'string\', u\'format\': u\'default\'},{u\'title\': u\'British National Formulary (BNF) Description\',u\'description\': u\'The name given to a British National Formulatory (BNF) Chapter that includes the prescribed product. Includes the numerical code used to refer to the chapter.For example, 05: Infections\',u\'name\': u\'BNF_CHAPTER_PLUS_CODE\', u\'type\': u\'string\', u\'format\': u\'default\'},{u\'title\': u\'Quantity\',u\'description\': u\'The quantity of a medicine, dressing or appliance for which an individual item was prescribed and dispensed, for each BNF Presentation. This represents a pseudo pack size, to illustrate the typical range of prescribed quantities of a given presentation. For example, a quantity of 28 for Amoxicillin 500mg capsules means that the pack size dispensed was 28 capsules.\',u\'name\': u\'QUANTITY\', u\'type\': u\'number\', u\'format\': u\'default\'},{u\'title\': u\'Items\',u\'description\': u\'The number of times a product appears on a prescription form. Prescription forms include both paper prescriptions and electronic messages.\',u\'name\': u\'ITEMS\', u\'type\': u\'number\', u\'format\': u\'default\'},{u\'title\': u\'Total Quantity\',u\'description\': u\'The total quantity of a drug or appliance that was prescribed.This is calculated by multiplying Quantity by Items. For example, if 2 items of Amoxicillin 500mg capsules with a quantity of 28 were prescribed, total quantity will be 56.\',u\'name\': u\'TOTAL_QUANTITY\', u\'type\': u\'number\', u\'format\': u\'default\'},{u\'title\': u\'Average Daily Quantity (ADQ)\',u\'description\': u\'Average Daily Quantity (ADQ) is the typical daily dose of a medication, prescribed to adult patients by GP Practices.This field shows the quantity prescribed multiplied by the strength, which is then divided by the Average Daily Quantity value.\',u\'name\': u\'ADQUSAGE\', u\'type\': u\'number\', u\'format\': u\'default\'},{u\'title\': u\'Net Ingredient Cost (NIC)\',u\'description\': u\'In GBP. The amount that would be paid using the basic price of the prescribed drug or appliance and the quantity prescribed.Sometimes called the "Net Ingredient Cost" (NIC).The basic price is given either in the Drug Tariff or is determined from prices published by manufacturers, wholesalers or suppliers. Basic price is set out in Parts 8 and 9 of the Drug Tariff. For any drugs or appliances not in Part 8, the price is usually taken from the manufacturer, wholesaler or supplier of the product.\',u\'name\': u\'NIC\', u\'type\': u\'number\', u\'format\': u\'default\'},{u\'title\': u\'Actual Cost\',u\'description\': u\'In GBP. The basic cost after adjustment for the national average discount and some payments to the dispenser.See notes for details of the calculation. The calculation is:Net Ingredient Cost - National Average Discount Percentage + (payment for consumables + out of pocket expenses + payment for containers)\',u\'name\': u\'ACTUAL_COST\', u\'type\': u\'number\', u\'format\': u\'default\'},{u\'title\': u\'Unidentified\',u\'description\': u\'This field shows data from prescription forms that could not be allocated to a Practice. Please see the guidance notes for a more detailed explanation of this field, and its uses.\',u\'name\': u\'UNIDENTIFIED\', u\'type\': u\'string\', u\'format\': u\'default\'},{u\'title\': u\'Presentation SNOMED code\',u\'description\': u\'A SNOMED CT (Systemised Nomenclature of Medicine Clinical Terms) is a clinical vocabulary readable by computers. The SNOMED code contained within the data is a unique identifier for each Medicinal Product (both VMP and AMP level). The identifier will not be re-used and or allocated to another presentation.\',u\'name\': u\'SNOMED_CODE\', u\'type\': u\'number\', u\'format\': u\'default\'}], u\'missingValues\': [u\'\']}', 'bq_table_name': 'EPD_SNOMED_202207', 'hash': '27a33a2e3cc397122b531c8ac39597c37f2870acd36ad1b760b06bae2ac7419b', 'description': '', 'format': 'CSV', 'mimetype_inner': None, 'url_type': 'upload', 'mimetype': 'text/csv', 'cache_url': None, 'name': 'EPD_SNOMED_202207', 'created': '2022-09-20T15:53:52.070297', 'url': 'https://opendata.nhsbsa.net/dataset/906115a6-4155-44be-8b81-f8e83cebfb84/resource/0f744cfe-c905-4a7f-834c-679bdc9c1021/download/epd_snomed_202207.csv', 'last_modified': '2022-09-20T15:53:51.743893', 'position': 20, 'revision_id': 'aed266fd-d148-4149-ac32-1063af92a5e4', 'resource_type': None}, {'cache_last_updated': None, 'package_id': '906115a6-4155-44be-8b81-f8e83cebfb84', 'datastore_active': 'true', 'id': 'f72f8288-8945-4e37-9ab4-9e6611f9849b', 'size': 7076448673, 'title': 'English Prescribing Dataset (EPD) with SNOMED code - Aug 2022', 'restricted': '{level: public}', 'encoding': 'utf8', 'state': 'active', 'sha256': '79da00b5fe35b1879692166bf4a5c0867e4a11ea0e96e296306577786ed8d2d6', 'zip_url': 'https://83025b28472d6aa2bf5ae59f3724aa78.eu.r2.cloudflarestorage.com/dx-nhs-production/DATOPIAN_DATA/EPD_SNOMED_202208.ZIP?response-content-disposition=filename%3DEPD_SNOMED_202208.ZIP&X-Amz-Algorithm=AWS4-HMAC-SHA256&X-Amz-Expires=3600&X-Amz-Credential=d1d532dd4244a61845b7ea3d94bcd4d9%2F20240528%2Fus-east-1%2Fs3%2Faws4_request&X-Amz-SignedHeaders=host&X-Amz-Date=20240528T140339Z&X-Amz-Signature=b02073f3f3bfa3666063b263088cf399ab133f9556087dc00f82e048cdf40587', 'lfs_prefix': 'experimental-data-sets/english-prescribing-dataset-epd-with-snomed-code', 'schema': '{u\'fields\': [{u\'title\': u\'Year and Month as YYYYMM\',u\'description\': u\'Example: 201401\',u\'name\': u\'YEAR_MONTH\', u\'type\': u\'number\', u\'format\': u\'default\'},{u\'title\': u\'Regional Office Name\',u\'description\': u\'The name given to a geographical region by NHS England. Each region supports local systems to provide more joined up and care for patients.\',u\'name\': u\'REGIONAL_OFFICE_NAME\', u\'type\': u\'string\', u\'format\': u\'default\'},{u\'title\': u\'Regional Office Code\',u\'description\': u\'The unique code used to refer to a Regional Office.\',u\'name\': u\'REGIONAL_OFFICE_CODE\', u\'type\': u\'string\', u\'format\': u\'default\'},{u\'title\': u\'Integrated Care Board (ICB) Name\',u\'description\': u\'The name given to a geographical statutory organisation by NHS England that is a smaller division of a Region.\',u\'name\': u\'ICB_NAME\', u\'type\': u\'string\', u\'format\': u\'default\'},{u\'title\': u\'Integrated Care Board (ICB) Code\',u\'description\': u\'The unique code used to refer to an ICB.\',u\'name\': u\'ICB_CODE\', u\'type\': u\'string\', u\'format\': u\'default\'},{u\'title\': u\'Primary Care Organisation Name\',u\'description\': u\'An NHS organisation that commissions or provides care services involving prescriptions that are dispensed in the community. For example: a Sub Integrated Care Board Location (SICBL), an NHS Trust.\',u\'name\': u\'PCO_NAME\', u\'type\': u\'string\', u\'format\': u\'default\'},{u\'title\': u\'Primary Care Organisation Code\',u\'description\': u\'The unique code used to refer to a Primary Care Organisation.\',u\'name\': u\'PCO_CODE\', u\'type\': u\'string\', u\'format\': u\'default\'},{u\'title\': u\'Practice Name\',u\'description\': u\'The name of an organisation that employs one or more prescribers who issue prescriptions that may be dispensed in the community. For example:a GP Practice, an Out-of-Hours service, a hospital department within an NHS Trust.\',u\'name\': u\'PRACTICE_NAME\', u\'type\': u\'string\', u\'format\': u\'default\'},{u\'title\': u\'Practice Code\',u\'description\': u\'The unique code used to refer to a Practice.\',u\'name\': u\'PRACTICE_CODE\', u\'type\': u\'string\', u\'format\': u\'default\'},{u\'title\': u\'Address Field 1\',u\'description\': u\'The Address used by a Practice. This data is supplied by Primary Care Support England (PSCE), NHS England ICBs or the SICBL, whenever a new practice is opened or if a change of details is required.\',u\'name\': u\'ADDRESS_1\', u\'type\': u\'string\', u\'format\': u\'default\'},{u\'title\': u\'Address Field 2\',u\'description\': u\'The Address used by a Practice. This data is supplied by Primary Care Support England (PSCE), NHS England ICBs or the SICBL, whenever a new practice is opened or if a change of details is required.\',u\'name\': u\'ADDRESS_2\', u\'type\': u\'string\', u\'format\': u\'default\'},{u\'title\': u\'Address Field 3\',u\'description\': u\'The Address used by a Practice. This data is supplied by Primary Care Support England (PSCE), NHS England ICBs or the SICBL, whenever a new practice is opened or if a change of details is required.\',u\'name\': u\'ADDRESS_3\', u\'type\': u\'string\', u\'format\': u\'default\'},{u\'title\': u\'Address Field 4\',u\'description\': u\'The Address used by a Practice. This data is supplied by Primary Care Support England (PSCE), NHS England ICBs or the SICBL, whenever a new practice is opened or if a change of details is required.\',u\'name\': u\'ADDRESS_4\', u\'type\': u\'string\', u\'format\': u\'default\'},{u\'title\': u\'Post Code\',u\'description\': u\'The Address used by a Practice. This data is supplied by Primary Care Support England (PSCE), NHS England ICBs or the SICBL, whenever a new practice is opened or if a change of details is required.\',u\'name\': u\'POSTCODE\', u\'type\': u\'string\', u\'format\': u\'default\'},{u\'title\': u\'British National Formulary (BNF) Chemical Substance Code\',u\'description\': u\'A unique code used to refer to a BNF Chemical Substance.For example, 0501013B0\',u\'name\': u\'BNF_CHEMICAL_SUBSTANCE\', u\'type\': u\'string\', u\'format\': u\'default\'},{u\'title\': u\'British National Formulary (BNF) Chemical Substance Description\',u\'description\': u\'The name of the main active ingredient in a drug or the type of an appliance. Determined by the British National Formulatory (BNF) for drugs, or the NHS BSA for appliances. For example, Amoxicillin\',u\'name\': u\'CHEMICAL_SUBSTANCE_BNF_DESCR\', u\'type\': u\'string\', u\'format\': u\'default\'},{u\'title\': u\'British National Formulary (BNF) Code\',u\'description\': u\'The unique code used to refer to a BNF Presentation. For example, 0501013B0AAABAB\',u\'name\': u\'BNF_CODE\', u\'type\': u\'string\', u\'format\': u\'default\'},{u\'title\': u\'British National Formulary (BNF) Description\',u\'description\': u\'The name given to the specific type, strength, and formulation of a drug; or, the specific type of an appliance. For example, Amoxicillin 500mg capsules\',u\'name\': u\'BNF_DESCRIPTION\', u\'type\': u\'string\', u\'format\': u\'default\'},{u\'title\': u\'British National Formulary (BNF) Description\',u\'description\': u\'The name given to a British National Formulatory (BNF) Chapter that includes the prescribed product. Includes the numerical code used to refer to the chapter.For example, 05: Infections\',u\'name\': u\'BNF_CHAPTER_PLUS_CODE\', u\'type\': u\'string\', u\'format\': u\'default\'},{u\'title\': u\'Quantity\',u\'description\': u\'The quantity of a medicine, dressing or appliance for which an individual item was prescribed and dispensed, for each BNF Presentation. This represents a pseudo pack size, to illustrate the typical range of prescribed quantities of a given presentation. For example, a quantity of 28 for Amoxicillin 500mg capsules means that the pack size dispensed was 28 capsules.\',u\'name\': u\'QUANTITY\', u\'type\': u\'number\', u\'format\': u\'default\'},{u\'title\': u\'Items\',u\'description\': u\'The number of times a product appears on a prescription form. Prescription forms include both paper prescriptions and electronic messages.\',u\'name\': u\'ITEMS\', u\'type\': u\'number\', u\'format\': u\'default\'},{u\'title\': u\'Total Quantity\',u\'description\': u\'The total quantity of a drug or appliance that was prescribed.This is calculated by multiplying Quantity by Items. For example, if 2 items of Amoxicillin 500mg capsules with a quantity of 28 were prescribed, total quantity will be 56.\',u\'name\': u\'TOTAL_QUANTITY\', u\'type\': u\'number\', u\'format\': u\'default\'},{u\'title\': u\'Average Daily Quantity (ADQ)\',u\'description\': u\'Average Daily Quantity (ADQ) is the typical daily dose of a medication, prescribed to adult patients by GP Practices.This field shows the quantity prescribed multiplied by the strength, which is then divided by the Average Daily Quantity value.\',u\'name\': u\'ADQUSAGE\', u\'type\': u\'number\', u\'format\': u\'default\'},{u\'title\': u\'Net Ingredient Cost (NIC)\',u\'description\': u\'In GBP. The amount that would be paid using the basic price of the prescribed drug or appliance and the quantity prescribed.Sometimes called the "Net Ingredient Cost" (NIC).The basic price is given either in the Drug Tariff or is determined from prices published by manufacturers, wholesalers or suppliers. Basic price is set out in Parts 8 and 9 of the Drug Tariff. For any drugs or appliances not in Part 8, the price is usually taken from the manufacturer, wholesaler or supplier of the product.\',u\'name\': u\'NIC\', u\'type\': u\'number\', u\'format\': u\'default\'},{u\'title\': u\'Actual Cost\',u\'description\': u\'In GBP. The basic cost after adjustment for the national average discount and some payments to the dispenser.See notes for details of the calculation. The calculation is:Net Ingredient Cost - National Average Discount Percentage + (payment for consumables + out of pocket expenses + payment for containers)\',u\'name\': u\'ACTUAL_COST\', u\'type\': u\'number\', u\'format\': u\'default\'},{u\'title\': u\'Unidentified\',u\'description\': u\'This field shows data from prescription forms that could not be allocated to a Practice. Please see the guidance notes for a more detailed explanation of this field, and its uses.\',u\'name\': u\'UNIDENTIFIED\', u\'type\': u\'string\', u\'format\': u\'default\'},{u\'title\': u\'Presentation SNOMED code\',u\'description\': u\'A SNOMED CT (Systemised Nomenclature of Medicine Clinical Terms) is a clinical vocabulary readable by computers. The SNOMED code contained within the data is a unique identifier for each Medicinal Product (both VMP and AMP level). The identifier will not be re-used and or allocated to another presentation.\',u\'name\': u\'SNOMED_CODE\', u\'type\': u\'number\', u\'format\': u\'default\'}], u\'missingValues\': [u\'\']}', 'bq_table_name': 'EPD_SNOMED_202208', 'hash': '79da00b5fe35b1879692166bf4a5c0867e4a11ea0e96e296306577786ed8d2d6', 'description': '', 'format': 'CSV', 'mimetype_inner': None, 'url_type': 'upload', 'mimetype': 'text/csv', 'cache_url': None, 'name': 'EPD_SNOMED_202208', 'created': '2022-11-16T19:49:53.599310', 'url': 'https://opendata.nhsbsa.net/dataset/906115a6-4155-44be-8b81-f8e83cebfb84/resource/f72f8288-8945-4e37-9ab4-9e6611f9849b/download/epd_snomed_202208.csv', 'last_modified': '2022-11-16T19:49:53.482743', 'position': 21, 'revision_id': 'aed266fd-d148-4149-ac32-1063af92a5e4', 'resource_type': None}, {'cache_last_updated': None, 'package_id': '906115a6-4155-44be-8b81-f8e83cebfb84', 'datastore_active': 'true', 'id': '5f5bf059-4cee-4d02-b270-6b053226c817', 'size': 7070184535, 'title': 'English Prescribing Dataset (EPD) with SNOMED code - Sep 2022', 'restricted': '{level: public}', 'encoding': 'utf8', 'state': 'active', 'sha256': '2bbaca70f5bba388e0dc27fcf1db6f52db8918e1afbd3c9ce1e1f4296a5506c6', 'zip_url': 'https://83025b28472d6aa2bf5ae59f3724aa78.eu.r2.cloudflarestorage.com/dx-nhs-production/DATOPIAN_DATA/EPD_SNOMED_202209.ZIP?response-content-disposition=filename%3DEPD_SNOMED_202209.ZIP&X-Amz-Algorithm=AWS4-HMAC-SHA256&X-Amz-Expires=3600&X-Amz-Credential=d1d532dd4244a61845b7ea3d94bcd4d9%2F20240528%2Fus-east-1%2Fs3%2Faws4_request&X-Amz-SignedHeaders=host&X-Amz-Date=20240528T140339Z&X-Amz-Signature=91bdfa1f366661ba8a2a75abc34bc69206116e6a84565ffc4774e8319106c74a', 'lfs_prefix': 'experimental-data-sets/english-prescribing-dataset-epd-with-snomed-code', 'schema': '{u\'fields\': [{u\'title\': u\'Year and Month as YYYYMM\',u\'description\': u\'Example: 201401\',u\'name\': u\'YEAR_MONTH\', u\'type\': u\'number\', u\'format\': u\'default\'},{u\'title\': u\'Regional Office Name\',u\'description\': u\'The name given to a geographical region by NHS England. Each region supports local systems to provide more joined up and care for patients.\',u\'name\': u\'REGIONAL_OFFICE_NAME\', u\'type\': u\'string\', u\'format\': u\'default\'},{u\'title\': u\'Regional Office Code\',u\'description\': u\'The unique code used to refer to a Regional Office.\',u\'name\': u\'REGIONAL_OFFICE_CODE\', u\'type\': u\'string\', u\'format\': u\'default\'},{u\'title\': u\'Integrated Care Board (ICB) Name\',u\'description\': u\'The name given to a geographical statutory organisation by NHS England that is a smaller division of a Region.\',u\'name\': u\'ICB_NAME\', u\'type\': u\'string\', u\'format\': u\'default\'},{u\'title\': u\'Integrated Care Board (ICB) Code\',u\'description\': u\'The unique code used to refer to an ICB.\',u\'name\': u\'ICB_CODE\', u\'type\': u\'string\', u\'format\': u\'default\'},{u\'title\': u\'Primary Care Organisation Name\',u\'description\': u\'An NHS organisation that commissions or provides care services involving prescriptions that are dispensed in the community. For example: a Sub Integrated Care Board Location (SICBL), an NHS Trust.\',u\'name\': u\'PCO_NAME\', u\'type\': u\'string\', u\'format\': u\'default\'},{u\'title\': u\'Primary Care Organisation Code\',u\'description\': u\'The unique code used to refer to a Primary Care Organisation.\',u\'name\': u\'PCO_CODE\', u\'type\': u\'string\', u\'format\': u\'default\'},{u\'title\': u\'Practice Name\',u\'description\': u\'The name of an organisation that employs one or more prescribers who issue prescriptions that may be dispensed in the community. For example:a GP Practice, an Out-of-Hours service, a hospital department within an NHS Trust.\',u\'name\': u\'PRACTICE_NAME\', u\'type\': u\'string\', u\'format\': u\'default\'},{u\'title\': u\'Practice Code\',u\'description\': u\'The unique code used to refer to a Practice.\',u\'name\': u\'PRACTICE_CODE\', u\'type\': u\'string\', u\'format\': u\'default\'},{u\'title\': u\'Address Field 1\',u\'description\': u\'The Address used by a Practice. This data is supplied by Primary Care Support England (PSCE), NHS England ICBs or the SICBL, whenever a new practice is opened or if a change of details is required.\',u\'name\': u\'ADDRESS_1\', u\'type\': u\'string\', u\'format\': u\'default\'},{u\'title\': u\'Address Field 2\',u\'description\': u\'The Address used by a Practice. This data is supplied by Primary Care Support England (PSCE), NHS England ICBs or the SICBL, whenever a new practice is opened or if a change of details is required.\',u\'name\': u\'ADDRESS_2\', u\'type\': u\'string\', u\'format\': u\'default\'},{u\'title\': u\'Address Field 3\',u\'description\': u\'The Address used by a Practice. This data is supplied by Primary Care Support England (PSCE), NHS England ICBs or the SICBL, whenever a new practice is opened or if a change of details is required.\',u\'name\': u\'ADDRESS_3\', u\'type\': u\'string\', u\'format\': u\'default\'},{u\'title\': u\'Address Field 4\',u\'description\': u\'The Address used by a Practice. This data is supplied by Primary Care Support England (PSCE), NHS England ICBs or the SICBL, whenever a new practice is opened or if a change of details is required.\',u\'name\': u\'ADDRESS_4\', u\'type\': u\'string\', u\'format\': u\'default\'},{u\'title\': u\'Post Code\',u\'description\': u\'The Address used by a Practice. This data is supplied by Primary Care Support England (PSCE), NHS England ICBs or the SICBL, whenever a new practice is opened or if a change of details is required.\',u\'name\': u\'POSTCODE\', u\'type\': u\'string\', u\'format\': u\'default\'},{u\'title\': u\'British National Formulary (BNF) Chemical Substance Code\',u\'description\': u\'A unique code used to refer to a BNF Chemical Substance.For example, 0501013B0\',u\'name\': u\'BNF_CHEMICAL_SUBSTANCE\', u\'type\': u\'string\', u\'format\': u\'default\'},{u\'title\': u\'British National Formulary (BNF) Chemical Substance Description\',u\'description\': u\'The name of the main active ingredient in a drug or the type of an appliance. Determined by the British National Formulatory (BNF) for drugs, or the NHS BSA for appliances. For example, Amoxicillin\',u\'name\': u\'CHEMICAL_SUBSTANCE_BNF_DESCR\', u\'type\': u\'string\', u\'format\': u\'default\'},{u\'title\': u\'British National Formulary (BNF) Code\',u\'description\': u\'The unique code used to refer to a BNF Presentation. For example, 0501013B0AAABAB\',u\'name\': u\'BNF_CODE\', u\'type\': u\'string\', u\'format\': u\'default\'},{u\'title\': u\'British National Formulary (BNF) Description\',u\'description\': u\'The name given to the specific type, strength, and formulation of a drug; or, the specific type of an appliance. For example, Amoxicillin 500mg capsules\',u\'name\': u\'BNF_DESCRIPTION\', u\'type\': u\'string\', u\'format\': u\'default\'},{u\'title\': u\'British National Formulary (BNF) Description\',u\'description\': u\'The name given to a British National Formulatory (BNF) Chapter that includes the prescribed product. Includes the numerical code used to refer to the chapter.For example, 05: Infections\',u\'name\': u\'BNF_CHAPTER_PLUS_CODE\', u\'type\': u\'string\', u\'format\': u\'default\'},{u\'title\': u\'Quantity\',u\'description\': u\'The quantity of a medicine, dressing or appliance for which an individual item was prescribed and dispensed, for each BNF Presentation. This represents a pseudo pack size, to illustrate the typical range of prescribed quantities of a given presentation. For example, a quantity of 28 for Amoxicillin 500mg capsules means that the pack size dispensed was 28 capsules.\',u\'name\': u\'QUANTITY\', u\'type\': u\'number\', u\'format\': u\'default\'},{u\'title\': u\'Items\',u\'description\': u\'The number of times a product appears on a prescription form. Prescription forms include both paper prescriptions and electronic messages.\',u\'name\': u\'ITEMS\', u\'type\': u\'number\', u\'format\': u\'default\'},{u\'title\': u\'Total Quantity\',u\'description\': u\'The total quantity of a drug or appliance that was prescribed.This is calculated by multiplying Quantity by Items. For example, if 2 items of Amoxicillin 500mg capsules with a quantity of 28 were prescribed, total quantity will be 56.\',u\'name\': u\'TOTAL_QUANTITY\', u\'type\': u\'number\', u\'format\': u\'default\'},{u\'title\': u\'Average Daily Quantity (ADQ)\',u\'description\': u\'Average Daily Quantity (ADQ) is the typical daily dose of a medication, prescribed to adult patients by GP Practices.This field shows the quantity prescribed multiplied by the strength, which is then divided by the Average Daily Quantity value.\',u\'name\': u\'ADQUSAGE\', u\'type\': u\'number\', u\'format\': u\'default\'},{u\'title\': u\'Net Ingredient Cost (NIC)\',u\'description\': u\'In GBP. The amount that would be paid using the basic price of the prescribed drug or appliance and the quantity prescribed.Sometimes called the "Net Ingredient Cost" (NIC).The basic price is given either in the Drug Tariff or is determined from prices published by manufacturers, wholesalers or suppliers. Basic price is set out in Parts 8 and 9 of the Drug Tariff. For any drugs or appliances not in Part 8, the price is usually taken from the manufacturer, wholesaler or supplier of the product.\',u\'name\': u\'NIC\', u\'type\': u\'number\', u\'format\': u\'default\'},{u\'title\': u\'Actual Cost\',u\'description\': u\'In GBP. The basic cost after adjustment for the national average discount and some payments to the dispenser.See notes for details of the calculation. The calculation is:Net Ingredient Cost - National Average Discount Percentage + (payment for consumables + out of pocket expenses + payment for containers)\',u\'name\': u\'ACTUAL_COST\', u\'type\': u\'number\', u\'format\': u\'default\'},{u\'title\': u\'Unidentified\',u\'description\': u\'This field shows data from prescription forms that could not be allocated to a Practice. Please see the guidance notes for a more detailed explanation of this field, and its uses.\',u\'name\': u\'UNIDENTIFIED\', u\'type\': u\'string\', u\'format\': u\'default\'},{u\'title\': u\'Presentation SNOMED code\',u\'description\': u\'A SNOMED CT (Systemised Nomenclature of Medicine Clinical Terms) is a clinical vocabulary readable by computers. The SNOMED code contained within the data is a unique identifier for each Medicinal Product (both VMP and AMP level). The identifier will not be re-used and or allocated to another presentation.\',u\'name\': u\'SNOMED_CODE\', u\'type\': u\'number\', u\'format\': u\'default\'}], u\'missingValues\': [u\'\']}', 'bq_table_name': 'EPD_SNOMED_202209', 'hash': '2bbaca70f5bba388e0dc27fcf1db6f52db8918e1afbd3c9ce1e1f4296a5506c6', 'description': '', 'format': 'CSV', 'mimetype_inner': None, 'url_type': 'upload', 'mimetype': 'text/csv', 'cache_url': None, 'name': 'EPD_SNOMED_202209', 'created': '2022-11-16T20:40:38.478267', 'url': 'https://opendata.nhsbsa.net/dataset/906115a6-4155-44be-8b81-f8e83cebfb84/resource/5f5bf059-4cee-4d02-b270-6b053226c817/download/epd_snomed_202209.csv', 'last_modified': '2022-11-16T20:40:38.349247', 'position': 22, 'revision_id': 'aed266fd-d148-4149-ac32-1063af92a5e4', 'resource_type': None}, {'cache_last_updated': None, 'package_id': '906115a6-4155-44be-8b81-f8e83cebfb84', 'datastore_active': 'true', 'id': '301e57d8-0395-4cef-a4d8-dd18d58781ac', 'size': 7070695914, 'title': 'English Prescribing Dataset (EPD) with SNOMED code - Oct 2022', 'restricted': '{level: public}', 'encoding': 'utf8', 'state': 'active', 'sha256': 'e29b2588d24701b2750be395a43df5bf367a8cec1eaae52c9aa344a8cb8a450a', 'zip_url': 'https://83025b28472d6aa2bf5ae59f3724aa78.eu.r2.cloudflarestorage.com/dx-nhs-production/DATOPIAN_DATA/EPD_SNOMED_202210.ZIP?response-content-disposition=filename%3DEPD_SNOMED_202210.ZIP&X-Amz-Algorithm=AWS4-HMAC-SHA256&X-Amz-Expires=3600&X-Amz-Credential=d1d532dd4244a61845b7ea3d94bcd4d9%2F20240528%2Fus-east-1%2Fs3%2Faws4_request&X-Amz-SignedHeaders=host&X-Amz-Date=20240528T140339Z&X-Amz-Signature=bcf0f96ed64c33d14cf4aafc13a4ea256cfe04d57f0f7c98dcf72bb41d0be3aa', 'lfs_prefix': 'experimental-data-sets/english-prescribing-dataset-epd-with-snomed-code', 'schema': '{u\'fields\': [{u\'title\': u\'Year and Month as YYYYMM\',u\'description\': u\'Example: 201401\',u\'name\': u\'YEAR_MONTH\', u\'type\': u\'number\', u\'format\': u\'default\'},{u\'title\': u\'Regional Office Name\',u\'description\': u\'The name given to a geographical region by NHS England. Each region supports local systems to provide more joined up and care for patients.\',u\'name\': u\'REGIONAL_OFFICE_NAME\', u\'type\': u\'string\', u\'format\': u\'default\'},{u\'title\': u\'Regional Office Code\',u\'description\': u\'The unique code used to refer to a Regional Office.\',u\'name\': u\'REGIONAL_OFFICE_CODE\', u\'type\': u\'string\', u\'format\': u\'default\'},{u\'title\': u\'Integrated Care Board (ICB) Name\',u\'description\': u\'The name given to a geographical statutory organisation by NHS England that is a smaller division of a Region.\',u\'name\': u\'ICB_NAME\', u\'type\': u\'string\', u\'format\': u\'default\'},{u\'title\': u\'Integrated Care Board (ICB) Code\',u\'description\': u\'The unique code used to refer to an ICB.\',u\'name\': u\'ICB_CODE\', u\'type\': u\'string\', u\'format\': u\'default\'},{u\'title\': u\'Primary Care Organisation Name\',u\'description\': u\'An NHS organisation that commissions or provides care services involving prescriptions that are dispensed in the community. For example: a Sub Integrated Care Board Location (SICBL), an NHS Trust.\',u\'name\': u\'PCO_NAME\', u\'type\': u\'string\', u\'format\': u\'default\'},{u\'title\': u\'Primary Care Organisation Code\',u\'description\': u\'The unique code used to refer to a Primary Care Organisation.\',u\'name\': u\'PCO_CODE\', u\'type\': u\'string\', u\'format\': u\'default\'},{u\'title\': u\'Practice Name\',u\'description\': u\'The name of an organisation that employs one or more prescribers who issue prescriptions that may be dispensed in the community. For example:a GP Practice, an Out-of-Hours service, a hospital department within an NHS Trust.\',u\'name\': u\'PRACTICE_NAME\', u\'type\': u\'string\', u\'format\': u\'default\'},{u\'title\': u\'Practice Code\',u\'description\': u\'The unique code used to refer to a Practice.\',u\'name\': u\'PRACTICE_CODE\', u\'type\': u\'string\', u\'format\': u\'default\'},{u\'title\': u\'Address Field 1\',u\'description\': u\'The Address used by a Practice. This data is supplied by Primary Care Support England (PSCE), NHS England ICBs or the SICBL, whenever a new practice is opened or if a change of details is required.\',u\'name\': u\'ADDRESS_1\', u\'type\': u\'string\', u\'format\': u\'default\'},{u\'title\': u\'Address Field 2\',u\'description\': u\'The Address used by a Practice. This data is supplied by Primary Care Support England (PSCE), NHS England ICBs or the SICBL, whenever a new practice is opened or if a change of details is required.\',u\'name\': u\'ADDRESS_2\', u\'type\': u\'string\', u\'format\': u\'default\'},{u\'title\': u\'Address Field 3\',u\'description\': u\'The Address used by a Practice. This data is supplied by Primary Care Support England (PSCE), NHS England ICBs or the SICBL, whenever a new practice is opened or if a change of details is required.\',u\'name\': u\'ADDRESS_3\', u\'type\': u\'string\', u\'format\': u\'default\'},{u\'title\': u\'Address Field 4\',u\'description\': u\'The Address used by a Practice. This data is supplied by Primary Care Support England (PSCE), NHS England ICBs or the SICBL, whenever a new practice is opened or if a change of details is required.\',u\'name\': u\'ADDRESS_4\', u\'type\': u\'string\', u\'format\': u\'default\'},{u\'title\': u\'Post Code\',u\'description\': u\'The Address used by a Practice. This data is supplied by Primary Care Support England (PSCE), NHS England ICBs or the SICBL, whenever a new practice is opened or if a change of details is required.\',u\'name\': u\'POSTCODE\', u\'type\': u\'string\', u\'format\': u\'default\'},{u\'title\': u\'British National Formulary (BNF) Chemical Substance Code\',u\'description\': u\'A unique code used to refer to a BNF Chemical Substance.For example, 0501013B0\',u\'name\': u\'BNF_CHEMICAL_SUBSTANCE\', u\'type\': u\'string\', u\'format\': u\'default\'},{u\'title\': u\'British National Formulary (BNF) Chemical Substance Description\',u\'description\': u\'The name of the main active ingredient in a drug or the type of an appliance. Determined by the British National Formulatory (BNF) for drugs, or the NHS BSA for appliances. For example, Amoxicillin\',u\'name\': u\'CHEMICAL_SUBSTANCE_BNF_DESCR\', u\'type\': u\'string\', u\'format\': u\'default\'},{u\'title\': u\'British National Formulary (BNF) Code\',u\'description\': u\'The unique code used to refer to a BNF Presentation. For example, 0501013B0AAABAB\',u\'name\': u\'BNF_CODE\', u\'type\': u\'string\', u\'format\': u\'default\'},{u\'title\': u\'British National Formulary (BNF) Description\',u\'description\': u\'The name given to the specific type, strength, and formulation of a drug; or, the specific type of an appliance. For example, Amoxicillin 500mg capsules\',u\'name\': u\'BNF_DESCRIPTION\', u\'type\': u\'string\', u\'format\': u\'default\'},{u\'title\': u\'British National Formulary (BNF) Description\',u\'description\': u\'The name given to a British National Formulatory (BNF) Chapter that includes the prescribed product. Includes the numerical code used to refer to the chapter.For example, 05: Infections\',u\'name\': u\'BNF_CHAPTER_PLUS_CODE\', u\'type\': u\'string\', u\'format\': u\'default\'},{u\'title\': u\'Quantity\',u\'description\': u\'The quantity of a medicine, dressing or appliance for which an individual item was prescribed and dispensed, for each BNF Presentation. This represents a pseudo pack size, to illustrate the typical range of prescribed quantities of a given presentation. For example, a quantity of 28 for Amoxicillin 500mg capsules means that the pack size dispensed was 28 capsules.\',u\'name\': u\'QUANTITY\', u\'type\': u\'number\', u\'format\': u\'default\'},{u\'title\': u\'Items\',u\'description\': u\'The number of times a product appears on a prescription form. Prescription forms include both paper prescriptions and electronic messages.\',u\'name\': u\'ITEMS\', u\'type\': u\'number\', u\'format\': u\'default\'},{u\'title\': u\'Total Quantity\',u\'description\': u\'The total quantity of a drug or appliance that was prescribed.This is calculated by multiplying Quantity by Items. For example, if 2 items of Amoxicillin 500mg capsules with a quantity of 28 were prescribed, total quantity will be 56.\',u\'name\': u\'TOTAL_QUANTITY\', u\'type\': u\'number\', u\'format\': u\'default\'},{u\'title\': u\'Average Daily Quantity (ADQ)\',u\'description\': u\'Average Daily Quantity (ADQ) is the typical daily dose of a medication, prescribed to adult patients by GP Practices.This field shows the quantity prescribed multiplied by the strength, which is then divided by the Average Daily Quantity value.\',u\'name\': u\'ADQUSAGE\', u\'type\': u\'number\', u\'format\': u\'default\'},{u\'title\': u\'Net Ingredient Cost (NIC)\',u\'description\': u\'In GBP. The amount that would be paid using the basic price of the prescribed drug or appliance and the quantity prescribed.Sometimes called the "Net Ingredient Cost" (NIC).The basic price is given either in the Drug Tariff or is determined from prices published by manufacturers, wholesalers or suppliers. Basic price is set out in Parts 8 and 9 of the Drug Tariff. For any drugs or appliances not in Part 8, the price is usually taken from the manufacturer, wholesaler or supplier of the product.\',u\'name\': u\'NIC\', u\'type\': u\'number\', u\'format\': u\'default\'},{u\'title\': u\'Actual Cost\',u\'description\': u\'In GBP. The basic cost after adjustment for the national average discount and some payments to the dispenser.See notes for details of the calculation. The calculation is:Net Ingredient Cost - National Average Discount Percentage + (payment for consumables + out of pocket expenses + payment for containers)\',u\'name\': u\'ACTUAL_COST\', u\'type\': u\'number\', u\'format\': u\'default\'},{u\'title\': u\'Unidentified\',u\'description\': u\'This field shows data from prescription forms that could not be allocated to a Practice. Please see the guidance notes for a more detailed explanation of this field, and its uses.\',u\'name\': u\'UNIDENTIFIED\', u\'type\': u\'string\', u\'format\': u\'default\'},{u\'title\': u\'Presentation SNOMED code\',u\'description\': u\'A SNOMED CT (Systemised Nomenclature of Medicine Clinical Terms) is a clinical vocabulary readable by computers. The SNOMED code contained within the data is a unique identifier for each Medicinal Product (both VMP and AMP level). The identifier will not be re-used and or allocated to another presentation.\',u\'name\': u\'SNOMED_CODE\', u\'type\': u\'number\', u\'format\': u\'default\'}], u\'missingValues\': [u\'\']}', 'bq_table_name': 'EPD_SNOMED_202210', 'hash': 'e29b2588d24701b2750be395a43df5bf367a8cec1eaae52c9aa344a8cb8a450a', 'description': '', 'format': 'CSV', 'mimetype_inner': None, 'url_type': 'upload', 'mimetype': 'text/csv', 'cache_url': None, 'name': 'EPD_SNOMED_202210', 'created': '2022-12-19T17:56:08.392848', 'url': 'https://opendata.nhsbsa.net/dataset/906115a6-4155-44be-8b81-f8e83cebfb84/resource/301e57d8-0395-4cef-a4d8-dd18d58781ac/download/epd_snomed_202210.csv', 'last_modified': '2022-12-19T17:56:08.282172', 'position': 23, 'revision_id': 'aed266fd-d148-4149-ac32-1063af92a5e4', 'resource_type': None}, {'cache_last_updated': None, 'package_id': '906115a6-4155-44be-8b81-f8e83cebfb84', 'datastore_active': 'true', 'id': '10dc3043-bec9-43b5-8e24-ee2735475125', 'size': 7143547610, 'title': 'English Prescribing Dataset (EPD) with SNOMED code - Nov 2022', 'restricted': '{level: public}', 'encoding': 'utf8', 'state': 'active', 'sha256': 'bf512221fc73c6e66c6dc1078a1af5713656c85a2003efe0e797bbd0ad1cf529', 'zip_url': 'https://83025b28472d6aa2bf5ae59f3724aa78.eu.r2.cloudflarestorage.com/dx-nhs-production/DATOPIAN_DATA/EPD_SNOMED_202211.ZIP?response-content-disposition=filename%3DEPD_SNOMED_202211.ZIP&X-Amz-Algorithm=AWS4-HMAC-SHA256&X-Amz-Expires=3600&X-Amz-Credential=d1d532dd4244a61845b7ea3d94bcd4d9%2F20240528%2Fus-east-1%2Fs3%2Faws4_request&X-Amz-SignedHeaders=host&X-Amz-Date=20240528T140339Z&X-Amz-Signature=d8f7c0dff1512ee3e465f6feed0d66884c835ab7935c75e2781829250e40b8d4', 'lfs_prefix': 'experimental-data-sets/english-prescribing-dataset-epd-with-snomed-code', 'schema': '{u\'fields\': [{u\'title\': u\'Year and Month as YYYYMM\',u\'description\': u\'Example: 201401\',u\'name\': u\'YEAR_MONTH\', u\'type\': u\'number\', u\'format\': u\'default\'},{u\'title\': u\'Regional Office Name\',u\'description\': u\'The name given to a geographical region by NHS England. Each region supports local systems to provide more joined up and care for patients.\',u\'name\': u\'REGIONAL_OFFICE_NAME\', u\'type\': u\'string\', u\'format\': u\'default\'},{u\'title\': u\'Regional Office Code\',u\'description\': u\'The unique code used to refer to a Regional Office.\',u\'name\': u\'REGIONAL_OFFICE_CODE\', u\'type\': u\'string\', u\'format\': u\'default\'},{u\'title\': u\'Integrated Care Board (ICB) Name\',u\'description\': u\'The name given to a geographical statutory organisation by NHS England that is a smaller division of a Region.\',u\'name\': u\'ICB_NAME\', u\'type\': u\'string\', u\'format\': u\'default\'},{u\'title\': u\'Integrated Care Board (ICB) Code\',u\'description\': u\'The unique code used to refer to an ICB.\',u\'name\': u\'ICB_CODE\', u\'type\': u\'string\', u\'format\': u\'default\'},{u\'title\': u\'Primary Care Organisation Name\',u\'description\': u\'An NHS organisation that commissions or provides care services involving prescriptions that are dispensed in the community. For example: a Sub Integrated Care Board Location (SICBL), an NHS Trust.\',u\'name\': u\'PCO_NAME\', u\'type\': u\'string\', u\'format\': u\'default\'},{u\'title\': u\'Primary Care Organisation Code\',u\'description\': u\'The unique code used to refer to a Primary Care Organisation.\',u\'name\': u\'PCO_CODE\', u\'type\': u\'string\', u\'format\': u\'default\'},{u\'title\': u\'Practice Name\',u\'description\': u\'The name of an organisation that employs one or more prescribers who issue prescriptions that may be dispensed in the community. For example:a GP Practice, an Out-of-Hours service, a hospital department within an NHS Trust.\',u\'name\': u\'PRACTICE_NAME\', u\'type\': u\'string\', u\'format\': u\'default\'},{u\'title\': u\'Practice Code\',u\'description\': u\'The unique code used to refer to a Practice.\',u\'name\': u\'PRACTICE_CODE\', u\'type\': u\'string\', u\'format\': u\'default\'},{u\'title\': u\'Address Field 1\',u\'description\': u\'The Address used by a Practice. This data is supplied by Primary Care Support England (PSCE), NHS England ICBs or the SICBL, whenever a new practice is opened or if a change of details is required.\',u\'name\': u\'ADDRESS_1\', u\'type\': u\'string\', u\'format\': u\'default\'},{u\'title\': u\'Address Field 2\',u\'description\': u\'The Address used by a Practice. This data is supplied by Primary Care Support England (PSCE), NHS England ICBs or the SICBL, whenever a new practice is opened or if a change of details is required.\',u\'name\': u\'ADDRESS_2\', u\'type\': u\'string\', u\'format\': u\'default\'},{u\'title\': u\'Address Field 3\',u\'description\': u\'The Address used by a Practice. This data is supplied by Primary Care Support England (PSCE), NHS England ICBs or the SICBL, whenever a new practice is opened or if a change of details is required.\',u\'name\': u\'ADDRESS_3\', u\'type\': u\'string\', u\'format\': u\'default\'},{u\'title\': u\'Address Field 4\',u\'description\': u\'The Address used by a Practice. This data is supplied by Primary Care Support England (PSCE), NHS England ICBs or the SICBL, whenever a new practice is opened or if a change of details is required.\',u\'name\': u\'ADDRESS_4\', u\'type\': u\'string\', u\'format\': u\'default\'},{u\'title\': u\'Post Code\',u\'description\': u\'The Address used by a Practice. This data is supplied by Primary Care Support England (PSCE), NHS England ICBs or the SICBL, whenever a new practice is opened or if a change of details is required.\',u\'name\': u\'POSTCODE\', u\'type\': u\'string\', u\'format\': u\'default\'},{u\'title\': u\'British National Formulary (BNF) Chemical Substance Code\',u\'description\': u\'A unique code used to refer to a BNF Chemical Substance.For example, 0501013B0\',u\'name\': u\'BNF_CHEMICAL_SUBSTANCE\', u\'type\': u\'string\', u\'format\': u\'default\'},{u\'title\': u\'British National Formulary (BNF) Chemical Substance Description\',u\'description\': u\'The name of the main active ingredient in a drug or the type of an appliance. Determined by the British National Formulatory (BNF) for drugs, or the NHS BSA for appliances. For example, Amoxicillin\',u\'name\': u\'CHEMICAL_SUBSTANCE_BNF_DESCR\', u\'type\': u\'string\', u\'format\': u\'default\'},{u\'title\': u\'British National Formulary (BNF) Code\',u\'description\': u\'The unique code used to refer to a BNF Presentation. For example, 0501013B0AAABAB\',u\'name\': u\'BNF_CODE\', u\'type\': u\'string\', u\'format\': u\'default\'},{u\'title\': u\'British National Formulary (BNF) Description\',u\'description\': u\'The name given to the specific type, strength, and formulation of a drug; or, the specific type of an appliance. For example, Amoxicillin 500mg capsules\',u\'name\': u\'BNF_DESCRIPTION\', u\'type\': u\'string\', u\'format\': u\'default\'},{u\'title\': u\'British National Formulary (BNF) Description\',u\'description\': u\'The name given to a British National Formulatory (BNF) Chapter that includes the prescribed product. Includes the numerical code used to refer to the chapter.For example, 05: Infections\',u\'name\': u\'BNF_CHAPTER_PLUS_CODE\', u\'type\': u\'string\', u\'format\': u\'default\'},{u\'title\': u\'Quantity\',u\'description\': u\'The quantity of a medicine, dressing or appliance for which an individual item was prescribed and dispensed, for each BNF Presentation. This represents a pseudo pack size, to illustrate the typical range of prescribed quantities of a given presentation. For example, a quantity of 28 for Amoxicillin 500mg capsules means that the pack size dispensed was 28 capsules.\',u\'name\': u\'QUANTITY\', u\'type\': u\'number\', u\'format\': u\'default\'},{u\'title\': u\'Items\',u\'description\': u\'The number of times a product appears on a prescription form. Prescription forms include both paper prescriptions and electronic messages.\',u\'name\': u\'ITEMS\', u\'type\': u\'number\', u\'format\': u\'default\'},{u\'title\': u\'Total Quantity\',u\'description\': u\'The total quantity of a drug or appliance that was prescribed.This is calculated by multiplying Quantity by Items. For example, if 2 items of Amoxicillin 500mg capsules with a quantity of 28 were prescribed, total quantity will be 56.\',u\'name\': u\'TOTAL_QUANTITY\', u\'type\': u\'number\', u\'format\': u\'default\'},{u\'title\': u\'Average Daily Quantity (ADQ)\',u\'description\': u\'Average Daily Quantity (ADQ) is the typical daily dose of a medication, prescribed to adult patients by GP Practices.This field shows the quantity prescribed multiplied by the strength, which is then divided by the Average Daily Quantity value.\',u\'name\': u\'ADQUSAGE\', u\'type\': u\'number\', u\'format\': u\'default\'},{u\'title\': u\'Net Ingredient Cost (NIC)\',u\'description\': u\'In GBP. The amount that would be paid using the basic price of the prescribed drug or appliance and the quantity prescribed.Sometimes called the "Net Ingredient Cost" (NIC).The basic price is given either in the Drug Tariff or is determined from prices published by manufacturers, wholesalers or suppliers. Basic price is set out in Parts 8 and 9 of the Drug Tariff. For any drugs or appliances not in Part 8, the price is usually taken from the manufacturer, wholesaler or supplier of the product.\',u\'name\': u\'NIC\', u\'type\': u\'number\', u\'format\': u\'default\'},{u\'title\': u\'Actual Cost\',u\'description\': u\'In GBP. The basic cost after adjustment for the national average discount and some payments to the dispenser.See notes for details of the calculation. The calculation is:Net Ingredient Cost - National Average Discount Percentage + (payment for consumables + out of pocket expenses + payment for containers)\',u\'name\': u\'ACTUAL_COST\', u\'type\': u\'number\', u\'format\': u\'default\'},{u\'title\': u\'Unidentified\',u\'description\': u\'This field shows data from prescription forms that could not be allocated to a Practice. Please see the guidance notes for a more detailed explanation of this field, and its uses.\',u\'name\': u\'UNIDENTIFIED\', u\'type\': u\'string\', u\'format\': u\'default\'},{u\'title\': u\'Presentation SNOMED code\',u\'description\': u\'A SNOMED CT (Systemised Nomenclature of Medicine Clinical Terms) is a clinical vocabulary readable by computers. The SNOMED code contained within the data is a unique identifier for each Medicinal Product (both VMP and AMP level). The identifier will not be re-used and or allocated to another presentation.\',u\'name\': u\'SNOMED_CODE\', u\'type\': u\'number\', u\'format\': u\'default\'}], u\'missingValues\': [u\'\']}', 'bq_table_name': 'EPD_SNOMED_202211', 'hash': 'bf512221fc73c6e66c6dc1078a1af5713656c85a2003efe0e797bbd0ad1cf529', 'description': '', 'format': 'CSV', 'mimetype_inner': None, 'url_type': 'upload', 'mimetype': 'text/csv', 'cache_url': None, 'name': 'EPD_SNOMED_202211', 'created': '2023-01-20T15:47:13.373393', 'url': 'https://opendata.nhsbsa.net/dataset/906115a6-4155-44be-8b81-f8e83cebfb84/resource/10dc3043-bec9-43b5-8e24-ee2735475125/download/epd_snomed_202211.csv', 'last_modified': '2023-01-20T15:47:13.227560', 'position': 24, 'revision_id': 'aed266fd-d148-4149-ac32-1063af92a5e4', 'resource_type': None}, {'cache_last_updated': None, 'package_id': '906115a6-4155-44be-8b81-f8e83cebfb84', 'datastore_active': 'true', 'id': '1bbb5c17-f4d8-420f-99e1-eee62f89d695', 'size': 7118242505, 'title': 'English Prescribing Dataset (EPD) with SNOMED code - Dec 2022', 'restricted': '{level: public}', 'encoding': 'utf8', 'state': 'active', 'sha256': '0a2244cca47ff531e5d9c15ac2c0a97593e670c37cee0e99ff162891539da372', 'zip_url': 'https://83025b28472d6aa2bf5ae59f3724aa78.eu.r2.cloudflarestorage.com/dx-nhs-production/DATOPIAN_DATA/EPD_SNOMED_202212.ZIP?response-content-disposition=filename%3DEPD_SNOMED_202212.ZIP&X-Amz-Algorithm=AWS4-HMAC-SHA256&X-Amz-Expires=3600&X-Amz-Credential=d1d532dd4244a61845b7ea3d94bcd4d9%2F20240528%2Fus-east-1%2Fs3%2Faws4_request&X-Amz-SignedHeaders=host&X-Amz-Date=20240528T140339Z&X-Amz-Signature=4bc0c3081f8cda9b667774ddb5c0f140d3009ecac0b3c9275878971ff3f7c346', 'lfs_prefix': 'experimental-data-sets/english-prescribing-dataset-epd-with-snomed-code', 'schema': '{u\'fields\': [{u\'title\': u\'Year and Month as YYYYMM\',u\'description\': u\'Example: 201401\',u\'name\': u\'YEAR_MONTH\', u\'type\': u\'number\', u\'format\': u\'default\'},{u\'title\': u\'Regional Office Name\',u\'description\': u\'The name given to a geographical region by NHS England. Each region supports local systems to provide more joined up and care for patients.\',u\'name\': u\'REGIONAL_OFFICE_NAME\', u\'type\': u\'string\', u\'format\': u\'default\'},{u\'title\': u\'Regional Office Code\',u\'description\': u\'The unique code used to refer to a Regional Office.\',u\'name\': u\'REGIONAL_OFFICE_CODE\', u\'type\': u\'string\', u\'format\': u\'default\'},{u\'title\': u\'Integrated Care Board (ICB) Name\',u\'description\': u\'The name given to a geographical statutory organisation by NHS England that is a smaller division of a Region.\',u\'name\': u\'ICB_NAME\', u\'type\': u\'string\', u\'format\': u\'default\'},{u\'title\': u\'Integrated Care Board (ICB) Code\',u\'description\': u\'The unique code used to refer to an ICB.\',u\'name\': u\'ICB_CODE\', u\'type\': u\'string\', u\'format\': u\'default\'},{u\'title\': u\'Primary Care Organisation Name\',u\'description\': u\'An NHS organisation that commissions or provides care services involving prescriptions that are dispensed in the community. For example: a Sub Integrated Care Board Location (SICBL), an NHS Trust.\',u\'name\': u\'PCO_NAME\', u\'type\': u\'string\', u\'format\': u\'default\'},{u\'title\': u\'Primary Care Organisation Code\',u\'description\': u\'The unique code used to refer to a Primary Care Organisation.\',u\'name\': u\'PCO_CODE\', u\'type\': u\'string\', u\'format\': u\'default\'},{u\'title\': u\'Practice Name\',u\'description\': u\'The name of an organisation that employs one or more prescribers who issue prescriptions that may be dispensed in the community. For example:a GP Practice, an Out-of-Hours service, a hospital department within an NHS Trust.\',u\'name\': u\'PRACTICE_NAME\', u\'type\': u\'string\', u\'format\': u\'default\'},{u\'title\': u\'Practice Code\',u\'description\': u\'The unique code used to refer to a Practice.\',u\'name\': u\'PRACTICE_CODE\', u\'type\': u\'string\', u\'format\': u\'default\'},{u\'title\': u\'Address Field 1\',u\'description\': u\'The Address used by a Practice. This data is supplied by Primary Care Support England (PSCE), NHS England ICBs or the SICBL, whenever a new practice is opened or if a change of details is required.\',u\'name\': u\'ADDRESS_1\', u\'type\': u\'string\', u\'format\': u\'default\'},{u\'title\': u\'Address Field 2\',u\'description\': u\'The Address used by a Practice. This data is supplied by Primary Care Support England (PSCE), NHS England ICBs or the SICBL, whenever a new practice is opened or if a change of details is required.\',u\'name\': u\'ADDRESS_2\', u\'type\': u\'string\', u\'format\': u\'default\'},{u\'title\': u\'Address Field 3\',u\'description\': u\'The Address used by a Practice. This data is supplied by Primary Care Support England (PSCE), NHS England ICBs or the SICBL, whenever a new practice is opened or if a change of details is required.\',u\'name\': u\'ADDRESS_3\', u\'type\': u\'string\', u\'format\': u\'default\'},{u\'title\': u\'Address Field 4\',u\'description\': u\'The Address used by a Practice. This data is supplied by Primary Care Support England (PSCE), NHS England ICBs or the SICBL, whenever a new practice is opened or if a change of details is required.\',u\'name\': u\'ADDRESS_4\', u\'type\': u\'string\', u\'format\': u\'default\'},{u\'title\': u\'Post Code\',u\'description\': u\'The Address used by a Practice. This data is supplied by Primary Care Support England (PSCE), NHS England ICBs or the SICBL, whenever a new practice is opened or if a change of details is required.\',u\'name\': u\'POSTCODE\', u\'type\': u\'string\', u\'format\': u\'default\'},{u\'title\': u\'British National Formulary (BNF) Chemical Substance Code\',u\'description\': u\'A unique code used to refer to a BNF Chemical Substance.For example, 0501013B0\',u\'name\': u\'BNF_CHEMICAL_SUBSTANCE\', u\'type\': u\'string\', u\'format\': u\'default\'},{u\'title\': u\'British National Formulary (BNF) Chemical Substance Description\',u\'description\': u\'The name of the main active ingredient in a drug or the type of an appliance. Determined by the British National Formulatory (BNF) for drugs, or the NHS BSA for appliances. For example, Amoxicillin\',u\'name\': u\'CHEMICAL_SUBSTANCE_BNF_DESCR\', u\'type\': u\'string\', u\'format\': u\'default\'},{u\'title\': u\'British National Formulary (BNF) Code\',u\'description\': u\'The unique code used to refer to a BNF Presentation. For example, 0501013B0AAABAB\',u\'name\': u\'BNF_CODE\', u\'type\': u\'string\', u\'format\': u\'default\'},{u\'title\': u\'British National Formulary (BNF) Description\',u\'description\': u\'The name given to the specific type, strength, and formulation of a drug; or, the specific type of an appliance. For example, Amoxicillin 500mg capsules\',u\'name\': u\'BNF_DESCRIPTION\', u\'type\': u\'string\', u\'format\': u\'default\'},{u\'title\': u\'British National Formulary (BNF) Description\',u\'description\': u\'The name given to a British National Formulatory (BNF) Chapter that includes the prescribed product. Includes the numerical code used to refer to the chapter.For example, 05: Infections\',u\'name\': u\'BNF_CHAPTER_PLUS_CODE\', u\'type\': u\'string\', u\'format\': u\'default\'},{u\'title\': u\'Quantity\',u\'description\': u\'The quantity of a medicine, dressing or appliance for which an individual item was prescribed and dispensed, for each BNF Presentation. This represents a pseudo pack size, to illustrate the typical range of prescribed quantities of a given presentation. For example, a quantity of 28 for Amoxicillin 500mg capsules means that the pack size dispensed was 28 capsules.\',u\'name\': u\'QUANTITY\', u\'type\': u\'number\', u\'format\': u\'default\'},{u\'title\': u\'Items\',u\'description\': u\'The number of times a product appears on a prescription form. Prescription forms include both paper prescriptions and electronic messages.\',u\'name\': u\'ITEMS\', u\'type\': u\'number\', u\'format\': u\'default\'},{u\'title\': u\'Total Quantity\',u\'description\': u\'The total quantity of a drug or appliance that was prescribed.This is calculated by multiplying Quantity by Items. For example, if 2 items of Amoxicillin 500mg capsules with a quantity of 28 were prescribed, total quantity will be 56.\',u\'name\': u\'TOTAL_QUANTITY\', u\'type\': u\'number\', u\'format\': u\'default\'},{u\'title\': u\'Average Daily Quantity (ADQ)\',u\'description\': u\'Average Daily Quantity (ADQ) is the typical daily dose of a medication, prescribed to adult patients by GP Practices.This field shows the quantity prescribed multiplied by the strength, which is then divided by the Average Daily Quantity value.\',u\'name\': u\'ADQUSAGE\', u\'type\': u\'number\', u\'format\': u\'default\'},{u\'title\': u\'Net Ingredient Cost (NIC)\',u\'description\': u\'In GBP. The amount that would be paid using the basic price of the prescribed drug or appliance and the quantity prescribed.Sometimes called the "Net Ingredient Cost" (NIC).The basic price is given either in the Drug Tariff or is determined from prices published by manufacturers, wholesalers or suppliers. Basic price is set out in Parts 8 and 9 of the Drug Tariff. For any drugs or appliances not in Part 8, the price is usually taken from the manufacturer, wholesaler or supplier of the product.\',u\'name\': u\'NIC\', u\'type\': u\'number\', u\'format\': u\'default\'},{u\'title\': u\'Actual Cost\',u\'description\': u\'In GBP. The basic cost after adjustment for the national average discount and some payments to the dispenser.See notes for details of the calculation. The calculation is:Net Ingredient Cost - National Average Discount Percentage + (payment for consumables + out of pocket expenses + payment for containers)\',u\'name\': u\'ACTUAL_COST\', u\'type\': u\'number\', u\'format\': u\'default\'},{u\'title\': u\'Unidentified\',u\'description\': u\'This field shows data from prescription forms that could not be allocated to a Practice. Please see the guidance notes for a more detailed explanation of this field, and its uses.\',u\'name\': u\'UNIDENTIFIED\', u\'type\': u\'string\', u\'format\': u\'default\'},{u\'title\': u\'Presentation SNOMED code\',u\'description\': u\'A SNOMED CT (Systemised Nomenclature of Medicine Clinical Terms) is a clinical vocabulary readable by computers. The SNOMED code contained within the data is a unique identifier for each Medicinal Product (both VMP and AMP level). The identifier will not be re-used and or allocated to another presentation.\',u\'name\': u\'SNOMED_CODE\', u\'type\': u\'number\', u\'format\': u\'default\'}], u\'missingValues\': [u\'\']}', 'bq_table_name': 'EPD_SNOMED_202212', 'hash': '0a2244cca47ff531e5d9c15ac2c0a97593e670c37cee0e99ff162891539da372', 'description': '', 'format': 'CSV', 'mimetype_inner': None, 'url_type': 'upload', 'mimetype': 'text/csv', 'cache_url': None, 'name': 'EPD_SNOMED_202212', 'created': '2023-02-17T14:34:24.173899', 'url': 'https://opendata.nhsbsa.net/dataset/906115a6-4155-44be-8b81-f8e83cebfb84/resource/1bbb5c17-f4d8-420f-99e1-eee62f89d695/download/epd_snomed_202212.csv', 'last_modified': '2023-02-17T14:34:23.961789', 'position': 25, 'revision_id': 'aed266fd-d148-4149-ac32-1063af92a5e4', 'resource_type': None}, {'cache_last_updated': None, 'package_id': '906115a6-4155-44be-8b81-f8e83cebfb84', 'datastore_active': 'true', 'id': '3c10b73c-a9ea-4896-b7d2-54ca1ca0690f', 'size': 7170413889, 'title': 'English Prescribing Dataset (EPD) with SNOMED code - Jan 2023', 'restricted': '{level: public}', 'encoding': 'utf8', 'state': 'active', 'sha256': '9c69bc04bd57bb68fc5a7425516546cc4cc0c22717a18b4fb876587a3b1694eb', 'zip_url': 'https://83025b28472d6aa2bf5ae59f3724aa78.eu.r2.cloudflarestorage.com/dx-nhs-production/DATOPIAN_DATA/EPD_SNOMED_202301.ZIP?response-content-disposition=filename%3DEPD_SNOMED_202301.ZIP&X-Amz-Algorithm=AWS4-HMAC-SHA256&X-Amz-Expires=3600&X-Amz-Credential=d1d532dd4244a61845b7ea3d94bcd4d9%2F20240528%2Fus-east-1%2Fs3%2Faws4_request&X-Amz-SignedHeaders=host&X-Amz-Date=20240528T140339Z&X-Amz-Signature=e17876c419bd56d5062f32929a91d93996eedc8cbea95b3dadad8d167eb26d14', 'lfs_prefix': 'experimental-data-sets/english-prescribing-dataset-epd-with-snomed-code', 'schema': '{u\'fields\': [{u\'title\': u\'Year and Month as YYYYMM\',u\'description\': u\'Example: 201401\',u\'name\': u\'YEAR_MONTH\', u\'type\': u\'number\', u\'format\': u\'default\'},{u\'title\': u\'Regional Office Name\',u\'description\': u\'The name given to a geographical region by NHS England. Each region supports local systems to provide more joined up and care for patients.\',u\'name\': u\'REGIONAL_OFFICE_NAME\', u\'type\': u\'string\', u\'format\': u\'default\'},{u\'title\': u\'Regional Office Code\',u\'description\': u\'The unique code used to refer to a Regional Office.\',u\'name\': u\'REGIONAL_OFFICE_CODE\', u\'type\': u\'string\', u\'format\': u\'default\'},{u\'title\': u\'Integrated Care Board (ICB) Name\',u\'description\': u\'The name given to a geographical statutory organisation by NHS England that is a smaller division of a Region.\',u\'name\': u\'ICB_NAME\', u\'type\': u\'string\', u\'format\': u\'default\'},{u\'title\': u\'Integrated Care Board (ICB) Code\',u\'description\': u\'The unique code used to refer to an ICB.\',u\'name\': u\'ICB_CODE\', u\'type\': u\'string\', u\'format\': u\'default\'},{u\'title\': u\'Primary Care Organisation Name\',u\'description\': u\'An NHS organisation that commissions or provides care services involving prescriptions that are dispensed in the community. For example: a Sub Integrated Care Board Location (SICBL), an NHS Trust.\',u\'name\': u\'PCO_NAME\', u\'type\': u\'string\', u\'format\': u\'default\'},{u\'title\': u\'Primary Care Organisation Code\',u\'description\': u\'The unique code used to refer to a Primary Care Organisation.\',u\'name\': u\'PCO_CODE\', u\'type\': u\'string\', u\'format\': u\'default\'},{u\'title\': u\'Practice Name\',u\'description\': u\'The name of an organisation that employs one or more prescribers who issue prescriptions that may be dispensed in the community. For example:a GP Practice, an Out-of-Hours service, a hospital department within an NHS Trust.\',u\'name\': u\'PRACTICE_NAME\', u\'type\': u\'string\', u\'format\': u\'default\'},{u\'title\': u\'Practice Code\',u\'description\': u\'The unique code used to refer to a Practice.\',u\'name\': u\'PRACTICE_CODE\', u\'type\': u\'string\', u\'format\': u\'default\'},{u\'title\': u\'Address Field 1\',u\'description\': u\'The Address used by a Practice. This data is supplied by Primary Care Support England (PSCE), NHS England ICBs or the SICBL, whenever a new practice is opened or if a change of details is required.\',u\'name\': u\'ADDRESS_1\', u\'type\': u\'string\', u\'format\': u\'default\'},{u\'title\': u\'Address Field 2\',u\'description\': u\'The Address used by a Practice. This data is supplied by Primary Care Support England (PSCE), NHS England ICBs or the SICBL, whenever a new practice is opened or if a change of details is required.\',u\'name\': u\'ADDRESS_2\', u\'type\': u\'string\', u\'format\': u\'default\'},{u\'title\': u\'Address Field 3\',u\'description\': u\'The Address used by a Practice. This data is supplied by Primary Care Support England (PSCE), NHS England ICBs or the SICBL, whenever a new practice is opened or if a change of details is required.\',u\'name\': u\'ADDRESS_3\', u\'type\': u\'string\', u\'format\': u\'default\'},{u\'title\': u\'Address Field 4\',u\'description\': u\'The Address used by a Practice. This data is supplied by Primary Care Support England (PSCE), NHS England ICBs or the SICBL, whenever a new practice is opened or if a change of details is required.\',u\'name\': u\'ADDRESS_4\', u\'type\': u\'string\', u\'format\': u\'default\'},{u\'title\': u\'Post Code\',u\'description\': u\'The Address used by a Practice. This data is supplied by Primary Care Support England (PSCE), NHS England ICBs or the SICBL, whenever a new practice is opened or if a change of details is required.\',u\'name\': u\'POSTCODE\', u\'type\': u\'string\', u\'format\': u\'default\'},{u\'title\': u\'British National Formulary (BNF) Chemical Substance Code\',u\'description\': u\'A unique code used to refer to a BNF Chemical Substance.For example, 0501013B0\',u\'name\': u\'BNF_CHEMICAL_SUBSTANCE\', u\'type\': u\'string\', u\'format\': u\'default\'},{u\'title\': u\'British National Formulary (BNF) Chemical Substance Description\',u\'description\': u\'The name of the main active ingredient in a drug or the type of an appliance. Determined by the British National Formulatory (BNF) for drugs, or the NHS BSA for appliances. For example, Amoxicillin\',u\'name\': u\'CHEMICAL_SUBSTANCE_BNF_DESCR\', u\'type\': u\'string\', u\'format\': u\'default\'},{u\'title\': u\'British National Formulary (BNF) Code\',u\'description\': u\'The unique code used to refer to a BNF Presentation. For example, 0501013B0AAABAB\',u\'name\': u\'BNF_CODE\', u\'type\': u\'string\', u\'format\': u\'default\'},{u\'title\': u\'British National Formulary (BNF) Description\',u\'description\': u\'The name given to the specific type, strength, and formulation of a drug; or, the specific type of an appliance. For example, Amoxicillin 500mg capsules\',u\'name\': u\'BNF_DESCRIPTION\', u\'type\': u\'string\', u\'format\': u\'default\'},{u\'title\': u\'British National Formulary (BNF) Description\',u\'description\': u\'The name given to a British National Formulatory (BNF) Chapter that includes the prescribed product. Includes the numerical code used to refer to the chapter.For example, 05: Infections\',u\'name\': u\'BNF_CHAPTER_PLUS_CODE\', u\'type\': u\'string\', u\'format\': u\'default\'},{u\'title\': u\'Quantity\',u\'description\': u\'The quantity of a medicine, dressing or appliance for which an individual item was prescribed and dispensed, for each BNF Presentation. This represents a pseudo pack size, to illustrate the typical range of prescribed quantities of a given presentation. For example, a quantity of 28 for Amoxicillin 500mg capsules means that the pack size dispensed was 28 capsules.\',u\'name\': u\'QUANTITY\', u\'type\': u\'number\', u\'format\': u\'default\'},{u\'title\': u\'Items\',u\'description\': u\'The number of times a product appears on a prescription form. Prescription forms include both paper prescriptions and electronic messages.\',u\'name\': u\'ITEMS\', u\'type\': u\'number\', u\'format\': u\'default\'},{u\'title\': u\'Total Quantity\',u\'description\': u\'The total quantity of a drug or appliance that was prescribed.This is calculated by multiplying Quantity by Items. For example, if 2 items of Amoxicillin 500mg capsules with a quantity of 28 were prescribed, total quantity will be 56.\',u\'name\': u\'TOTAL_QUANTITY\', u\'type\': u\'number\', u\'format\': u\'default\'},{u\'title\': u\'Average Daily Quantity (ADQ)\',u\'description\': u\'Average Daily Quantity (ADQ) is the typical daily dose of a medication, prescribed to adult patients by GP Practices.This field shows the quantity prescribed multiplied by the strength, which is then divided by the Average Daily Quantity value.\',u\'name\': u\'ADQUSAGE\', u\'type\': u\'number\', u\'format\': u\'default\'},{u\'title\': u\'Net Ingredient Cost (NIC)\',u\'description\': u\'In GBP. The amount that would be paid using the basic price of the prescribed drug or appliance and the quantity prescribed.Sometimes called the "Net Ingredient Cost" (NIC).The basic price is given either in the Drug Tariff or is determined from prices published by manufacturers, wholesalers or suppliers. Basic price is set out in Parts 8 and 9 of the Drug Tariff. For any drugs or appliances not in Part 8, the price is usually taken from the manufacturer, wholesaler or supplier of the product.\',u\'name\': u\'NIC\', u\'type\': u\'number\', u\'format\': u\'default\'},{u\'title\': u\'Actual Cost\',u\'description\': u\'In GBP. The basic cost after adjustment for the national average discount and some payments to the dispenser.See notes for details of the calculation. The calculation is:Net Ingredient Cost - National Average Discount Percentage + (payment for consumables + out of pocket expenses + payment for containers)\',u\'name\': u\'ACTUAL_COST\', u\'type\': u\'number\', u\'format\': u\'default\'},{u\'title\': u\'Unidentified\',u\'description\': u\'This field shows data from prescription forms that could not be allocated to a Practice. Please see the guidance notes for a more detailed explanation of this field, and its uses.\',u\'name\': u\'UNIDENTIFIED\', u\'type\': u\'string\', u\'format\': u\'default\'},{u\'title\': u\'Presentation SNOMED code\',u\'description\': u\'A SNOMED CT (Systemised Nomenclature of Medicine Clinical Terms) is a clinical vocabulary readable by computers. The SNOMED code contained within the data is a unique identifier for each Medicinal Product (both VMP and AMP level). The identifier will not be re-used and or allocated to another presentation.\',u\'name\': u\'SNOMED_CODE\', u\'type\': u\'number\', u\'format\': u\'default\'}], u\'missingValues\': [u\'\']}', 'bq_table_name': 'EPD_SNOMED_202301', 'hash': '9c69bc04bd57bb68fc5a7425516546cc4cc0c22717a18b4fb876587a3b1694eb', 'description': '', 'format': 'CSV', 'mimetype_inner': None, 'url_type': 'upload', 'mimetype': 'text/csv', 'cache_url': None, 'name': 'EPD_SNOMED_202301', 'created': '2023-03-21T17:08:49.882709', 'url': 'https://opendata.nhsbsa.net/dataset/906115a6-4155-44be-8b81-f8e83cebfb84/resource/3c10b73c-a9ea-4896-b7d2-54ca1ca0690f/download/epd_snomed_202301.csv', 'last_modified': '2023-03-21T17:08:49.732393', 'position': 26, 'revision_id': 'aed266fd-d148-4149-ac32-1063af92a5e4', 'resource_type': None}, {'cache_last_updated': None, 'package_id': '906115a6-4155-44be-8b81-f8e83cebfb84', 'datastore_active': 'true', 'id': '0c8a9186-d1e6-4c7a-9f20-80540cdcab2e', 'size': 6925972926, 'title': 'English Prescribing Dataset (EPD) with SNOMED code - Feb 2023', 'restricted': '{level: public}', 'encoding': 'utf8', 'state': 'active', 'sha256': 'c4e2b9f7df5e8fae3fb6cd86d4411afca71f09a20d08ca03aff55bb980d5fcab', 'zip_url': 'https://83025b28472d6aa2bf5ae59f3724aa78.eu.r2.cloudflarestorage.com/dx-nhs-production/DATOPIAN_DATA/EPD_SNOMED_202302.ZIP?response-content-disposition=filename%3DEPD_SNOMED_202302.ZIP&X-Amz-Algorithm=AWS4-HMAC-SHA256&X-Amz-Expires=3600&X-Amz-Credential=d1d532dd4244a61845b7ea3d94bcd4d9%2F20240528%2Fus-east-1%2Fs3%2Faws4_request&X-Amz-SignedHeaders=host&X-Amz-Date=20240528T140339Z&X-Amz-Signature=9d87dd19f469c9c29b504dfee4be1aae4e87f5b9b4aa2c6f6086a4511bc35914', 'lfs_prefix': 'experimental-data-sets/english-prescribing-dataset-epd-with-snomed-code', 'schema': '{u\'fields\': [{u\'title\': u\'Year and Month as YYYYMM\',u\'description\': u\'Example: 201401\',u\'name\': u\'YEAR_MONTH\', u\'type\': u\'number\', u\'format\': u\'default\'},{u\'title\': u\'Regional Office Name\',u\'description\': u\'The name given to a geographical region by NHS England. Each region supports local systems to provide more joined up and care for patients.\',u\'name\': u\'REGIONAL_OFFICE_NAME\', u\'type\': u\'string\', u\'format\': u\'default\'},{u\'title\': u\'Regional Office Code\',u\'description\': u\'The unique code used to refer to a Regional Office.\',u\'name\': u\'REGIONAL_OFFICE_CODE\', u\'type\': u\'string\', u\'format\': u\'default\'},{u\'title\': u\'Integrated Care Board (ICB) Name\',u\'description\': u\'The name given to a geographical statutory organisation by NHS England that is a smaller division of a Region.\',u\'name\': u\'ICB_NAME\', u\'type\': u\'string\', u\'format\': u\'default\'},{u\'title\': u\'Integrated Care Board (ICB) Code\',u\'description\': u\'The unique code used to refer to an ICB.\',u\'name\': u\'ICB_CODE\', u\'type\': u\'string\', u\'format\': u\'default\'},{u\'title\': u\'Primary Care Organisation Name\',u\'description\': u\'An NHS organisation that commissions or provides care services involving prescriptions that are dispensed in the community. For example: a Sub Integrated Care Board Location (SICBL), an NHS Trust.\',u\'name\': u\'PCO_NAME\', u\'type\': u\'string\', u\'format\': u\'default\'},{u\'title\': u\'Primary Care Organisation Code\',u\'description\': u\'The unique code used to refer to a Primary Care Organisation.\',u\'name\': u\'PCO_CODE\', u\'type\': u\'string\', u\'format\': u\'default\'},{u\'title\': u\'Practice Name\',u\'description\': u\'The name of an organisation that employs one or more prescribers who issue prescriptions that may be dispensed in the community. For example:a GP Practice, an Out-of-Hours service, a hospital department within an NHS Trust.\',u\'name\': u\'PRACTICE_NAME\', u\'type\': u\'string\', u\'format\': u\'default\'},{u\'title\': u\'Practice Code\',u\'description\': u\'The unique code used to refer to a Practice.\',u\'name\': u\'PRACTICE_CODE\', u\'type\': u\'string\', u\'format\': u\'default\'},{u\'title\': u\'Address Field 1\',u\'description\': u\'The Address used by a Practice. This data is supplied by Primary Care Support England (PSCE), NHS England ICBs or the SICBL, whenever a new practice is opened or if a change of details is required.\',u\'name\': u\'ADDRESS_1\', u\'type\': u\'string\', u\'format\': u\'default\'},{u\'title\': u\'Address Field 2\',u\'description\': u\'The Address used by a Practice. This data is supplied by Primary Care Support England (PSCE), NHS England ICBs or the SICBL, whenever a new practice is opened or if a change of details is required.\',u\'name\': u\'ADDRESS_2\', u\'type\': u\'string\', u\'format\': u\'default\'},{u\'title\': u\'Address Field 3\',u\'description\': u\'The Address used by a Practice. This data is supplied by Primary Care Support England (PSCE), NHS England ICBs or the SICBL, whenever a new practice is opened or if a change of details is required.\',u\'name\': u\'ADDRESS_3\', u\'type\': u\'string\', u\'format\': u\'default\'},{u\'title\': u\'Address Field 4\',u\'description\': u\'The Address used by a Practice. This data is supplied by Primary Care Support England (PSCE), NHS England ICBs or the SICBL, whenever a new practice is opened or if a change of details is required.\',u\'name\': u\'ADDRESS_4\', u\'type\': u\'string\', u\'format\': u\'default\'},{u\'title\': u\'Post Code\',u\'description\': u\'The Address used by a Practice. This data is supplied by Primary Care Support England (PSCE), NHS England ICBs or the SICBL, whenever a new practice is opened or if a change of details is required.\',u\'name\': u\'POSTCODE\', u\'type\': u\'string\', u\'format\': u\'default\'},{u\'title\': u\'British National Formulary (BNF) Chemical Substance Code\',u\'description\': u\'A unique code used to refer to a BNF Chemical Substance.For example, 0501013B0\',u\'name\': u\'BNF_CHEMICAL_SUBSTANCE\', u\'type\': u\'string\', u\'format\': u\'default\'},{u\'title\': u\'British National Formulary (BNF) Chemical Substance Description\',u\'description\': u\'The name of the main active ingredient in a drug or the type of an appliance. Determined by the British National Formulatory (BNF) for drugs, or the NHS BSA for appliances. For example, Amoxicillin\',u\'name\': u\'CHEMICAL_SUBSTANCE_BNF_DESCR\', u\'type\': u\'string\', u\'format\': u\'default\'},{u\'title\': u\'British National Formulary (BNF) Code\',u\'description\': u\'The unique code used to refer to a BNF Presentation. For example, 0501013B0AAABAB\',u\'name\': u\'BNF_CODE\', u\'type\': u\'string\', u\'format\': u\'default\'},{u\'title\': u\'British National Formulary (BNF) Description\',u\'description\': u\'The name given to the specific type, strength, and formulation of a drug; or, the specific type of an appliance. For example, Amoxicillin 500mg capsules\',u\'name\': u\'BNF_DESCRIPTION\', u\'type\': u\'string\', u\'format\': u\'default\'},{u\'title\': u\'British National Formulary (BNF) Description\',u\'description\': u\'The name given to a British National Formulatory (BNF) Chapter that includes the prescribed product. Includes the numerical code used to refer to the chapter.For example, 05: Infections\',u\'name\': u\'BNF_CHAPTER_PLUS_CODE\', u\'type\': u\'string\', u\'format\': u\'default\'},{u\'title\': u\'Quantity\',u\'description\': u\'The quantity of a medicine, dressing or appliance for which an individual item was prescribed and dispensed, for each BNF Presentation. This represents a pseudo pack size, to illustrate the typical range of prescribed quantities of a given presentation. For example, a quantity of 28 for Amoxicillin 500mg capsules means that the pack size dispensed was 28 capsules.\',u\'name\': u\'QUANTITY\', u\'type\': u\'number\', u\'format\': u\'default\'},{u\'title\': u\'Items\',u\'description\': u\'The number of times a product appears on a prescription form. Prescription forms include both paper prescriptions and electronic messages.\',u\'name\': u\'ITEMS\', u\'type\': u\'number\', u\'format\': u\'default\'},{u\'title\': u\'Total Quantity\',u\'description\': u\'The total quantity of a drug or appliance that was prescribed.This is calculated by multiplying Quantity by Items. For example, if 2 items of Amoxicillin 500mg capsules with a quantity of 28 were prescribed, total quantity will be 56.\',u\'name\': u\'TOTAL_QUANTITY\', u\'type\': u\'number\', u\'format\': u\'default\'},{u\'title\': u\'Average Daily Quantity (ADQ)\',u\'description\': u\'Average Daily Quantity (ADQ) is the typical daily dose of a medication, prescribed to adult patients by GP Practices.This field shows the quantity prescribed multiplied by the strength, which is then divided by the Average Daily Quantity value.\',u\'name\': u\'ADQUSAGE\', u\'type\': u\'number\', u\'format\': u\'default\'},{u\'title\': u\'Net Ingredient Cost (NIC)\',u\'description\': u\'In GBP. The amount that would be paid using the basic price of the prescribed drug or appliance and the quantity prescribed.Sometimes called the "Net Ingredient Cost" (NIC).The basic price is given either in the Drug Tariff or is determined from prices published by manufacturers, wholesalers or suppliers. Basic price is set out in Parts 8 and 9 of the Drug Tariff. For any drugs or appliances not in Part 8, the price is usually taken from the manufacturer, wholesaler or supplier of the product.\',u\'name\': u\'NIC\', u\'type\': u\'number\', u\'format\': u\'default\'},{u\'title\': u\'Actual Cost\',u\'description\': u\'In GBP. The basic cost after adjustment for the national average discount and some payments to the dispenser.See notes for details of the calculation. The calculation is:Net Ingredient Cost - National Average Discount Percentage + (payment for consumables + out of pocket expenses + payment for containers)\',u\'name\': u\'ACTUAL_COST\', u\'type\': u\'number\', u\'format\': u\'default\'},{u\'title\': u\'Unidentified\',u\'description\': u\'This field shows data from prescription forms that could not be allocated to a Practice. Please see the guidance notes for a more detailed explanation of this field, and its uses.\',u\'name\': u\'UNIDENTIFIED\', u\'type\': u\'string\', u\'format\': u\'default\'},{u\'title\': u\'Presentation SNOMED code\',u\'description\': u\'A SNOMED CT (Systemised Nomenclature of Medicine Clinical Terms) is a clinical vocabulary readable by computers. The SNOMED code contained within the data is a unique identifier for each Medicinal Product (both VMP and AMP level). The identifier will not be re-used and or allocated to another presentation.\',u\'name\': u\'SNOMED_CODE\', u\'type\': u\'number\', u\'format\': u\'default\'}], u\'missingValues\': [u\'\']}', 'bq_table_name': 'EPD_SNOMED_202302', 'hash': 'c4e2b9f7df5e8fae3fb6cd86d4411afca71f09a20d08ca03aff55bb980d5fcab', 'description': '', 'format': 'CSV', 'mimetype_inner': None, 'url_type': 'upload', 'mimetype': 'text/csv', 'cache_url': None, 'name': 'EPD_SNOMED_202302', 'created': '2023-04-17T17:13:08.048756', 'url': 'https://opendata.nhsbsa.net/dataset/906115a6-4155-44be-8b81-f8e83cebfb84/resource/0c8a9186-d1e6-4c7a-9f20-80540cdcab2e/download/epd_snomed_202302.csv', 'last_modified': '2023-04-17T17:13:07.892513', 'position': 27, 'revision_id': 'aed266fd-d148-4149-ac32-1063af92a5e4', 'resource_type': None}, {'cache_last_updated': None, 'package_id': '906115a6-4155-44be-8b81-f8e83cebfb84', 'datastore_active': 'true', 'id': '38fae90e-67b4-41f9-9d2e-714e040b699f', 'size': 7304478241, 'title': 'English Prescribing Dataset (EPD) with SNOMED code - Mar 2023', 'restricted': '{level: public}', 'encoding': 'utf8', 'state': 'active', 'sha256': '90126ca7c5ad6ebfedbb7b6f8e88ae8c1344d65c814b6a8774896dca1dc94422', 'zip_url': 'https://83025b28472d6aa2bf5ae59f3724aa78.eu.r2.cloudflarestorage.com/dx-nhs-production/DATOPIAN_DATA/EPD_SNOMED_202303.ZIP?response-content-disposition=filename%3DEPD_SNOMED_202303.ZIP&X-Amz-Algorithm=AWS4-HMAC-SHA256&X-Amz-Expires=3600&X-Amz-Credential=d1d532dd4244a61845b7ea3d94bcd4d9%2F20240528%2Fus-east-1%2Fs3%2Faws4_request&X-Amz-SignedHeaders=host&X-Amz-Date=20240528T140339Z&X-Amz-Signature=eade0a682e6d9b01604bb2d928474c43965d383ae7e3cc12950691e7d0a6d958', 'lfs_prefix': 'experimental-data-sets/english-prescribing-dataset-epd-with-snomed-code', 'schema': '{u\'fields\': [{u\'title\': u\'Year and Month as YYYYMM\',u\'description\': u\'Example: 201401\',u\'name\': u\'YEAR_MONTH\', u\'type\': u\'number\', u\'format\': u\'default\'},{u\'title\': u\'Regional Office Name\',u\'description\': u\'The name given to a geographical region by NHS England. Each region supports local systems to provide more joined up and care for patients.\',u\'name\': u\'REGIONAL_OFFICE_NAME\', u\'type\': u\'string\', u\'format\': u\'default\'},{u\'title\': u\'Regional Office Code\',u\'description\': u\'The unique code used to refer to a Regional Office.\',u\'name\': u\'REGIONAL_OFFICE_CODE\', u\'type\': u\'string\', u\'format\': u\'default\'},{u\'title\': u\'Integrated Care Board (ICB) Name\',u\'description\': u\'The name given to a geographical statutory organisation by NHS England that is a smaller division of a Region.\',u\'name\': u\'ICB_NAME\', u\'type\': u\'string\', u\'format\': u\'default\'},{u\'title\': u\'Integrated Care Board (ICB) Code\',u\'description\': u\'The unique code used to refer to an ICB.\',u\'name\': u\'ICB_CODE\', u\'type\': u\'string\', u\'format\': u\'default\'},{u\'title\': u\'Primary Care Organisation Name\',u\'description\': u\'An NHS organisation that commissions or provides care services involving prescriptions that are dispensed in the community. For example: a Sub Integrated Care Board Location (SICBL), an NHS Trust.\',u\'name\': u\'PCO_NAME\', u\'type\': u\'string\', u\'format\': u\'default\'},{u\'title\': u\'Primary Care Organisation Code\',u\'description\': u\'The unique code used to refer to a Primary Care Organisation.\',u\'name\': u\'PCO_CODE\', u\'type\': u\'string\', u\'format\': u\'default\'},{u\'title\': u\'Practice Name\',u\'description\': u\'The name of an organisation that employs one or more prescribers who issue prescriptions that may be dispensed in the community. For example:a GP Practice, an Out-of-Hours service, a hospital department within an NHS Trust.\',u\'name\': u\'PRACTICE_NAME\', u\'type\': u\'string\', u\'format\': u\'default\'},{u\'title\': u\'Practice Code\',u\'description\': u\'The unique code used to refer to a Practice.\',u\'name\': u\'PRACTICE_CODE\', u\'type\': u\'string\', u\'format\': u\'default\'},{u\'title\': u\'Address Field 1\',u\'description\': u\'The Address used by a Practice. This data is supplied by Primary Care Support England (PSCE), NHS England ICBs or the SICBL, whenever a new practice is opened or if a change of details is required.\',u\'name\': u\'ADDRESS_1\', u\'type\': u\'string\', u\'format\': u\'default\'},{u\'title\': u\'Address Field 2\',u\'description\': u\'The Address used by a Practice. This data is supplied by Primary Care Support England (PSCE), NHS England ICBs or the SICBL, whenever a new practice is opened or if a change of details is required.\',u\'name\': u\'ADDRESS_2\', u\'type\': u\'string\', u\'format\': u\'default\'},{u\'title\': u\'Address Field 3\',u\'description\': u\'The Address used by a Practice. This data is supplied by Primary Care Support England (PSCE), NHS England ICBs or the SICBL, whenever a new practice is opened or if a change of details is required.\',u\'name\': u\'ADDRESS_3\', u\'type\': u\'string\', u\'format\': u\'default\'},{u\'title\': u\'Address Field 4\',u\'description\': u\'The Address used by a Practice. This data is supplied by Primary Care Support England (PSCE), NHS England ICBs or the SICBL, whenever a new practice is opened or if a change of details is required.\',u\'name\': u\'ADDRESS_4\', u\'type\': u\'string\', u\'format\': u\'default\'},{u\'title\': u\'Post Code\',u\'description\': u\'The Address used by a Practice. This data is supplied by Primary Care Support England (PSCE), NHS England ICBs or the SICBL, whenever a new practice is opened or if a change of details is required.\',u\'name\': u\'POSTCODE\', u\'type\': u\'string\', u\'format\': u\'default\'},{u\'title\': u\'British National Formulary (BNF) Chemical Substance Code\',u\'description\': u\'A unique code used to refer to a BNF Chemical Substance.For example, 0501013B0\',u\'name\': u\'BNF_CHEMICAL_SUBSTANCE\', u\'type\': u\'string\', u\'format\': u\'default\'},{u\'title\': u\'British National Formulary (BNF) Chemical Substance Description\',u\'description\': u\'The name of the main active ingredient in a drug or the type of an appliance. Determined by the British National Formulatory (BNF) for drugs, or the NHS BSA for appliances. For example, Amoxicillin\',u\'name\': u\'CHEMICAL_SUBSTANCE_BNF_DESCR\', u\'type\': u\'string\', u\'format\': u\'default\'},{u\'title\': u\'British National Formulary (BNF) Code\',u\'description\': u\'The unique code used to refer to a BNF Presentation. For example, 0501013B0AAABAB\',u\'name\': u\'BNF_CODE\', u\'type\': u\'string\', u\'format\': u\'default\'},{u\'title\': u\'British National Formulary (BNF) Description\',u\'description\': u\'The name given to the specific type, strength, and formulation of a drug; or, the specific type of an appliance. For example, Amoxicillin 500mg capsules\',u\'name\': u\'BNF_DESCRIPTION\', u\'type\': u\'string\', u\'format\': u\'default\'},{u\'title\': u\'British National Formulary (BNF) Description\',u\'description\': u\'The name given to a British National Formulatory (BNF) Chapter that includes the prescribed product. Includes the numerical code used to refer to the chapter.For example, 05: Infections\',u\'name\': u\'BNF_CHAPTER_PLUS_CODE\', u\'type\': u\'string\', u\'format\': u\'default\'},{u\'title\': u\'Quantity\',u\'description\': u\'The quantity of a medicine, dressing or appliance for which an individual item was prescribed and dispensed, for each BNF Presentation. This represents a pseudo pack size, to illustrate the typical range of prescribed quantities of a given presentation. For example, a quantity of 28 for Amoxicillin 500mg capsules means that the pack size dispensed was 28 capsules.\',u\'name\': u\'QUANTITY\', u\'type\': u\'number\', u\'format\': u\'default\'},{u\'title\': u\'Items\',u\'description\': u\'The number of times a product appears on a prescription form. Prescription forms include both paper prescriptions and electronic messages.\',u\'name\': u\'ITEMS\', u\'type\': u\'number\', u\'format\': u\'default\'},{u\'title\': u\'Total Quantity\',u\'description\': u\'The total quantity of a drug or appliance that was prescribed.This is calculated by multiplying Quantity by Items. For example, if 2 items of Amoxicillin 500mg capsules with a quantity of 28 were prescribed, total quantity will be 56.\',u\'name\': u\'TOTAL_QUANTITY\', u\'type\': u\'number\', u\'format\': u\'default\'},{u\'title\': u\'Average Daily Quantity (ADQ)\',u\'description\': u\'Average Daily Quantity (ADQ) is the typical daily dose of a medication, prescribed to adult patients by GP Practices.This field shows the quantity prescribed multiplied by the strength, which is then divided by the Average Daily Quantity value.\',u\'name\': u\'ADQUSAGE\', u\'type\': u\'number\', u\'format\': u\'default\'},{u\'title\': u\'Net Ingredient Cost (NIC)\',u\'description\': u\'In GBP. The amount that would be paid using the basic price of the prescribed drug or appliance and the quantity prescribed.Sometimes called the "Net Ingredient Cost" (NIC).The basic price is given either in the Drug Tariff or is determined from prices published by manufacturers, wholesalers or suppliers. Basic price is set out in Parts 8 and 9 of the Drug Tariff. For any drugs or appliances not in Part 8, the price is usually taken from the manufacturer, wholesaler or supplier of the product.\',u\'name\': u\'NIC\', u\'type\': u\'number\', u\'format\': u\'default\'},{u\'title\': u\'Actual Cost\',u\'description\': u\'In GBP. The basic cost after adjustment for the national average discount and some payments to the dispenser.See notes for details of the calculation. The calculation is:Net Ingredient Cost - National Average Discount Percentage + (payment for consumables + out of pocket expenses + payment for containers)\',u\'name\': u\'ACTUAL_COST\', u\'type\': u\'number\', u\'format\': u\'default\'},{u\'title\': u\'Unidentified\',u\'description\': u\'This field shows data from prescription forms that could not be allocated to a Practice. Please see the guidance notes for a more detailed explanation of this field, and its uses.\',u\'name\': u\'UNIDENTIFIED\', u\'type\': u\'string\', u\'format\': u\'default\'},{u\'title\': u\'Presentation SNOMED code\',u\'description\': u\'A SNOMED CT (Systemised Nomenclature of Medicine Clinical Terms) is a clinical vocabulary readable by computers. The SNOMED code contained within the data is a unique identifier for each Medicinal Product (both VMP and AMP level). The identifier will not be re-used and or allocated to another presentation.\',u\'name\': u\'SNOMED_CODE\', u\'type\': u\'number\', u\'format\': u\'default\'}], u\'missingValues\': [u\'\']}', 'bq_table_name': 'EPD_SNOMED_202303', 'hash': '90126ca7c5ad6ebfedbb7b6f8e88ae8c1344d65c814b6a8774896dca1dc94422', 'description': '', 'format': 'CSV', 'mimetype_inner': None, 'url_type': 'upload', 'mimetype': 'text/csv', 'cache_url': None, 'name': 'EPD_SNOMED_202303', 'created': '2023-05-17T16:29:05.850928', 'url': 'https://opendata.nhsbsa.net/dataset/906115a6-4155-44be-8b81-f8e83cebfb84/resource/38fae90e-67b4-41f9-9d2e-714e040b699f/download/epd_snomed_202303.csv', 'last_modified': '2023-05-17T16:29:05.707030', 'position': 28, 'revision_id': 'aed266fd-d148-4149-ac32-1063af92a5e4', 'resource_type': None}, {'cache_last_updated': None, 'package_id': '906115a6-4155-44be-8b81-f8e83cebfb84', 'datastore_active': 'true', 'id': 'd621e74c-1118-4cde-a865-f07af62c9281', 'size': 6919049011, 'title': 'English Prescribing Dataset (EPD) with SNOMED code - Apr 2023', 'restricted': '{level: public}', 'encoding': 'utf8', 'state': 'active', 'sha256': '38b03288371369b014941409eade9f3c08c55d7dd86cff463ecf833d08260237', 'zip_url': 'https://83025b28472d6aa2bf5ae59f3724aa78.eu.r2.cloudflarestorage.com/dx-nhs-production/DATOPIAN_DATA/EPD_SNOMED_202304.ZIP?response-content-disposition=filename%3DEPD_SNOMED_202304.ZIP&X-Amz-Algorithm=AWS4-HMAC-SHA256&X-Amz-Expires=3600&X-Amz-Credential=d1d532dd4244a61845b7ea3d94bcd4d9%2F20240528%2Fus-east-1%2Fs3%2Faws4_request&X-Amz-SignedHeaders=host&X-Amz-Date=20240528T140339Z&X-Amz-Signature=7f5bb766e02c27bc5deafb4717c4455ab1997fb7870485abf3be8f19d4e4f6ed', 'lfs_prefix': 'experimental-data-sets/english-prescribing-dataset-epd-with-snomed-code', 'schema': '{u\'fields\': [{u\'title\': u\'Year and Month as YYYYMM\',u\'description\': u\'Example: 201401\',u\'name\': u\'YEAR_MONTH\', u\'type\': u\'number\', u\'format\': u\'default\'},{u\'title\': u\'Regional Office Name\',u\'description\': u\'The name given to a geographical region by NHS England. Each region supports local systems to provide more joined up and care for patients.\',u\'name\': u\'REGIONAL_OFFICE_NAME\', u\'type\': u\'string\', u\'format\': u\'default\'},{u\'title\': u\'Regional Office Code\',u\'description\': u\'The unique code used to refer to a Regional Office.\',u\'name\': u\'REGIONAL_OFFICE_CODE\', u\'type\': u\'string\', u\'format\': u\'default\'},{u\'title\': u\'Integrated Care Board (ICB) Name\',u\'description\': u\'The name given to a geographical statutory organisation by NHS England that is a smaller division of a Region.\',u\'name\': u\'ICB_NAME\', u\'type\': u\'string\', u\'format\': u\'default\'},{u\'title\': u\'Integrated Care Board (ICB) Code\',u\'description\': u\'The unique code used to refer to an ICB.\',u\'name\': u\'ICB_CODE\', u\'type\': u\'string\', u\'format\': u\'default\'},{u\'title\': u\'Primary Care Organisation Name\',u\'description\': u\'An NHS organisation that commissions or provides care services involving prescriptions that are dispensed in the community. For example: a Sub Integrated Care Board Location (SICBL), an NHS Trust.\',u\'name\': u\'PCO_NAME\', u\'type\': u\'string\', u\'format\': u\'default\'},{u\'title\': u\'Primary Care Organisation Code\',u\'description\': u\'The unique code used to refer to a Primary Care Organisation.\',u\'name\': u\'PCO_CODE\', u\'type\': u\'string\', u\'format\': u\'default\'},{u\'title\': u\'Practice Name\',u\'description\': u\'The name of an organisation that employs one or more prescribers who issue prescriptions that may be dispensed in the community. For example:a GP Practice, an Out-of-Hours service, a hospital department within an NHS Trust.\',u\'name\': u\'PRACTICE_NAME\', u\'type\': u\'string\', u\'format\': u\'default\'},{u\'title\': u\'Practice Code\',u\'description\': u\'The unique code used to refer to a Practice.\',u\'name\': u\'PRACTICE_CODE\', u\'type\': u\'string\', u\'format\': u\'default\'},{u\'title\': u\'Address Field 1\',u\'description\': u\'The Address used by a Practice. This data is supplied by Primary Care Support England (PSCE), NHS England ICBs or the SICBL, whenever a new practice is opened or if a change of details is required.\',u\'name\': u\'ADDRESS_1\', u\'type\': u\'string\', u\'format\': u\'default\'},{u\'title\': u\'Address Field 2\',u\'description\': u\'The Address used by a Practice. This data is supplied by Primary Care Support England (PSCE), NHS England ICBs or the SICBL, whenever a new practice is opened or if a change of details is required.\',u\'name\': u\'ADDRESS_2\', u\'type\': u\'string\', u\'format\': u\'default\'},{u\'title\': u\'Address Field 3\',u\'description\': u\'The Address used by a Practice. This data is supplied by Primary Care Support England (PSCE), NHS England ICBs or the SICBL, whenever a new practice is opened or if a change of details is required.\',u\'name\': u\'ADDRESS_3\', u\'type\': u\'string\', u\'format\': u\'default\'},{u\'title\': u\'Address Field 4\',u\'description\': u\'The Address used by a Practice. This data is supplied by Primary Care Support England (PSCE), NHS England ICBs or the SICBL, whenever a new practice is opened or if a change of details is required.\',u\'name\': u\'ADDRESS_4\', u\'type\': u\'string\', u\'format\': u\'default\'},{u\'title\': u\'Post Code\',u\'description\': u\'The Address used by a Practice. This data is supplied by Primary Care Support England (PSCE), NHS England ICBs or the SICBL, whenever a new practice is opened or if a change of details is required.\',u\'name\': u\'POSTCODE\', u\'type\': u\'string\', u\'format\': u\'default\'},{u\'title\': u\'British National Formulary (BNF) Chemical Substance Code\',u\'description\': u\'A unique code used to refer to a BNF Chemical Substance.For example, 0501013B0\',u\'name\': u\'BNF_CHEMICAL_SUBSTANCE\', u\'type\': u\'string\', u\'format\': u\'default\'},{u\'title\': u\'British National Formulary (BNF) Chemical Substance Description\',u\'description\': u\'The name of the main active ingredient in a drug or the type of an appliance. Determined by the British National Formulatory (BNF) for drugs, or the NHS BSA for appliances. For example, Amoxicillin\',u\'name\': u\'CHEMICAL_SUBSTANCE_BNF_DESCR\', u\'type\': u\'string\', u\'format\': u\'default\'},{u\'title\': u\'British National Formulary (BNF) Code\',u\'description\': u\'The unique code used to refer to a BNF Presentation. For example, 0501013B0AAABAB\',u\'name\': u\'BNF_CODE\', u\'type\': u\'string\', u\'format\': u\'default\'},{u\'title\': u\'British National Formulary (BNF) Description\',u\'description\': u\'The name given to the specific type, strength, and formulation of a drug; or, the specific type of an appliance. For example, Amoxicillin 500mg capsules\',u\'name\': u\'BNF_DESCRIPTION\', u\'type\': u\'string\', u\'format\': u\'default\'},{u\'title\': u\'British National Formulary (BNF) Description\',u\'description\': u\'The name given to a British National Formulatory (BNF) Chapter that includes the prescribed product. Includes the numerical code used to refer to the chapter.For example, 05: Infections\',u\'name\': u\'BNF_CHAPTER_PLUS_CODE\', u\'type\': u\'string\', u\'format\': u\'default\'},{u\'title\': u\'Quantity\',u\'description\': u\'The quantity of a medicine, dressing or appliance for which an individual item was prescribed and dispensed, for each BNF Presentation. This represents a pseudo pack size, to illustrate the typical range of prescribed quantities of a given presentation. For example, a quantity of 28 for Amoxicillin 500mg capsules means that the pack size dispensed was 28 capsules.\',u\'name\': u\'QUANTITY\', u\'type\': u\'number\', u\'format\': u\'default\'},{u\'title\': u\'Items\',u\'description\': u\'The number of times a product appears on a prescription form. Prescription forms include both paper prescriptions and electronic messages.\',u\'name\': u\'ITEMS\', u\'type\': u\'number\', u\'format\': u\'default\'},{u\'title\': u\'Total Quantity\',u\'description\': u\'The total quantity of a drug or appliance that was prescribed.This is calculated by multiplying Quantity by Items. For example, if 2 items of Amoxicillin 500mg capsules with a quantity of 28 were prescribed, total quantity will be 56.\',u\'name\': u\'TOTAL_QUANTITY\', u\'type\': u\'number\', u\'format\': u\'default\'},{u\'title\': u\'Average Daily Quantity (ADQ)\',u\'description\': u\'Average Daily Quantity (ADQ) is the typical daily dose of a medication, prescribed to adult patients by GP Practices.This field shows the quantity prescribed multiplied by the strength, which is then divided by the Average Daily Quantity value.\',u\'name\': u\'ADQUSAGE\', u\'type\': u\'number\', u\'format\': u\'default\'},{u\'title\': u\'Net Ingredient Cost (NIC)\',u\'description\': u\'In GBP. The amount that would be paid using the basic price of the prescribed drug or appliance and the quantity prescribed.Sometimes called the "Net Ingredient Cost" (NIC).The basic price is given either in the Drug Tariff or is determined from prices published by manufacturers, wholesalers or suppliers. Basic price is set out in Parts 8 and 9 of the Drug Tariff. For any drugs or appliances not in Part 8, the price is usually taken from the manufacturer, wholesaler or supplier of the product.\',u\'name\': u\'NIC\', u\'type\': u\'number\', u\'format\': u\'default\'},{u\'title\': u\'Actual Cost\',u\'description\': u\'In GBP. The basic cost after adjustment for the national average discount and some payments to the dispenser.See notes for details of the calculation. The calculation is:Net Ingredient Cost - National Average Discount Percentage + (payment for consumables + out of pocket expenses + payment for containers)\',u\'name\': u\'ACTUAL_COST\', u\'type\': u\'number\', u\'format\': u\'default\'},{u\'title\': u\'Unidentified\',u\'description\': u\'This field shows data from prescription forms that could not be allocated to a Practice. Please see the guidance notes for a more detailed explanation of this field, and its uses.\',u\'name\': u\'UNIDENTIFIED\', u\'type\': u\'string\', u\'format\': u\'default\'},{u\'title\': u\'Presentation SNOMED code\',u\'description\': u\'A SNOMED CT (Systemised Nomenclature of Medicine Clinical Terms) is a clinical vocabulary readable by computers. The SNOMED code contained within the data is a unique identifier for each Medicinal Product (both VMP and AMP level). The identifier will not be re-used and or allocated to another presentation.\',u\'name\': u\'SNOMED_CODE\', u\'type\': u\'number\', u\'format\': u\'default\'}], u\'missingValues\': [u\'\']}', 'bq_table_name': 'EPD_SNOMED_202304', 'hash': '38b03288371369b014941409eade9f3c08c55d7dd86cff463ecf833d08260237', 'description': '', 'format': 'CSV', 'mimetype_inner': None, 'url_type': 'upload', 'mimetype': 'text/csv', 'cache_url': None, 'name': 'EPD_SNOMED_202304', 'created': '2023-06-21T15:34:49.702460', 'url': 'https://opendata.nhsbsa.net/dataset/906115a6-4155-44be-8b81-f8e83cebfb84/resource/d621e74c-1118-4cde-a865-f07af62c9281/download/epd_snomed_202304.csv', 'last_modified': '2023-06-21T15:34:49.410217', 'position': 29, 'revision_id': 'aed266fd-d148-4149-ac32-1063af92a5e4', 'resource_type': None}, {'cache_last_updated': None, 'package_id': '906115a6-4155-44be-8b81-f8e83cebfb84', 'datastore_active': 'true', 'id': '300da531-b978-4bd7-9d6e-582b28385ff2', 'size': 7162342632, 'title': 'English Prescribing Dataset (EPD) with SNOMED code - May 2023', 'restricted': '{level: public}', 'encoding': 'utf8', 'state': 'active', 'sha256': '8282792aee42c34165902596b9579b55f5e85905fdcc92a93ceeab97a5bd83b9', 'zip_url': 'https://83025b28472d6aa2bf5ae59f3724aa78.eu.r2.cloudflarestorage.com/dx-nhs-production/DATOPIAN_DATA/EPD_SNOMED_202305.ZIP?response-content-disposition=filename%3DEPD_SNOMED_202305.ZIP&X-Amz-Algorithm=AWS4-HMAC-SHA256&X-Amz-Expires=3600&X-Amz-Credential=d1d532dd4244a61845b7ea3d94bcd4d9%2F20240528%2Fus-east-1%2Fs3%2Faws4_request&X-Amz-SignedHeaders=host&X-Amz-Date=20240528T140339Z&X-Amz-Signature=305c4a6513c80457bf8ec03cc199c513a6cc9201a34cefc0b1908629a05c327f', 'lfs_prefix': 'experimental-data-sets/english-prescribing-dataset-epd-with-snomed-code', 'schema': '{u\'fields\': [{u\'title\': u\'Year and Month as YYYYMM\',u\'description\': u\'Example: 201401\',u\'name\': u\'YEAR_MONTH\', u\'type\': u\'number\', u\'format\': u\'default\'},{u\'title\': u\'Regional Office Name\',u\'description\': u\'The name given to a geographical region by NHS England. Each region supports local systems to provide more joined up and care for patients.\',u\'name\': u\'REGIONAL_OFFICE_NAME\', u\'type\': u\'string\', u\'format\': u\'default\'},{u\'title\': u\'Regional Office Code\',u\'description\': u\'The unique code used to refer to a Regional Office.\',u\'name\': u\'REGIONAL_OFFICE_CODE\', u\'type\': u\'string\', u\'format\': u\'default\'},{u\'title\': u\'Integrated Care Board (ICB) Name\',u\'description\': u\'The name given to a geographical statutory organisation by NHS England that is a smaller division of a Region.\',u\'name\': u\'ICB_NAME\', u\'type\': u\'string\', u\'format\': u\'default\'},{u\'title\': u\'Integrated Care Board (ICB) Code\',u\'description\': u\'The unique code used to refer to an ICB.\',u\'name\': u\'ICB_CODE\', u\'type\': u\'string\', u\'format\': u\'default\'},{u\'title\': u\'Primary Care Organisation Name\',u\'description\': u\'An NHS organisation that commissions or provides care services involving prescriptions that are dispensed in the community. For example: a Sub Integrated Care Board Location (SICBL), an NHS Trust.\',u\'name\': u\'PCO_NAME\', u\'type\': u\'string\', u\'format\': u\'default\'},{u\'title\': u\'Primary Care Organisation Code\',u\'description\': u\'The unique code used to refer to a Primary Care Organisation.\',u\'name\': u\'PCO_CODE\', u\'type\': u\'string\', u\'format\': u\'default\'},{u\'title\': u\'Practice Name\',u\'description\': u\'The name of an organisation that employs one or more prescribers who issue prescriptions that may be dispensed in the community. For example:a GP Practice, an Out-of-Hours service, a hospital department within an NHS Trust.\',u\'name\': u\'PRACTICE_NAME\', u\'type\': u\'string\', u\'format\': u\'default\'},{u\'title\': u\'Practice Code\',u\'description\': u\'The unique code used to refer to a Practice.\',u\'name\': u\'PRACTICE_CODE\', u\'type\': u\'string\', u\'format\': u\'default\'},{u\'title\': u\'Address Field 1\',u\'description\': u\'The Address used by a Practice. This data is supplied by Primary Care Support England (PSCE), NHS England ICBs or the SICBL, whenever a new practice is opened or if a change of details is required.\',u\'name\': u\'ADDRESS_1\', u\'type\': u\'string\', u\'format\': u\'default\'},{u\'title\': u\'Address Field 2\',u\'description\': u\'The Address used by a Practice. This data is supplied by Primary Care Support England (PSCE), NHS England ICBs or the SICBL, whenever a new practice is opened or if a change of details is required.\',u\'name\': u\'ADDRESS_2\', u\'type\': u\'string\', u\'format\': u\'default\'},{u\'title\': u\'Address Field 3\',u\'description\': u\'The Address used by a Practice. This data is supplied by Primary Care Support England (PSCE), NHS England ICBs or the SICBL, whenever a new practice is opened or if a change of details is required.\',u\'name\': u\'ADDRESS_3\', u\'type\': u\'string\', u\'format\': u\'default\'},{u\'title\': u\'Address Field 4\',u\'description\': u\'The Address used by a Practice. This data is supplied by Primary Care Support England (PSCE), NHS England ICBs or the SICBL, whenever a new practice is opened or if a change of details is required.\',u\'name\': u\'ADDRESS_4\', u\'type\': u\'string\', u\'format\': u\'default\'},{u\'title\': u\'Post Code\',u\'description\': u\'The Address used by a Practice. This data is supplied by Primary Care Support England (PSCE), NHS England ICBs or the SICBL, whenever a new practice is opened or if a change of details is required.\',u\'name\': u\'POSTCODE\', u\'type\': u\'string\', u\'format\': u\'default\'},{u\'title\': u\'British National Formulary (BNF) Chemical Substance Code\',u\'description\': u\'A unique code used to refer to a BNF Chemical Substance.For example, 0501013B0\',u\'name\': u\'BNF_CHEMICAL_SUBSTANCE\', u\'type\': u\'string\', u\'format\': u\'default\'},{u\'title\': u\'British National Formulary (BNF) Chemical Substance Description\',u\'description\': u\'The name of the main active ingredient in a drug or the type of an appliance. Determined by the British National Formulatory (BNF) for drugs, or the NHS BSA for appliances. For example, Amoxicillin\',u\'name\': u\'CHEMICAL_SUBSTANCE_BNF_DESCR\', u\'type\': u\'string\', u\'format\': u\'default\'},{u\'title\': u\'British National Formulary (BNF) Code\',u\'description\': u\'The unique code used to refer to a BNF Presentation. For example, 0501013B0AAABAB\',u\'name\': u\'BNF_CODE\', u\'type\': u\'string\', u\'format\': u\'default\'},{u\'title\': u\'British National Formulary (BNF) Description\',u\'description\': u\'The name given to the specific type, strength, and formulation of a drug; or, the specific type of an appliance. For example, Amoxicillin 500mg capsules\',u\'name\': u\'BNF_DESCRIPTION\', u\'type\': u\'string\', u\'format\': u\'default\'},{u\'title\': u\'British National Formulary (BNF) Description\',u\'description\': u\'The name given to a British National Formulatory (BNF) Chapter that includes the prescribed product. Includes the numerical code used to refer to the chapter.For example, 05: Infections\',u\'name\': u\'BNF_CHAPTER_PLUS_CODE\', u\'type\': u\'string\', u\'format\': u\'default\'},{u\'title\': u\'Quantity\',u\'description\': u\'The quantity of a medicine, dressing or appliance for which an individual item was prescribed and dispensed, for each BNF Presentation. This represents a pseudo pack size, to illustrate the typical range of prescribed quantities of a given presentation. For example, a quantity of 28 for Amoxicillin 500mg capsules means that the pack size dispensed was 28 capsules.\',u\'name\': u\'QUANTITY\', u\'type\': u\'number\', u\'format\': u\'default\'},{u\'title\': u\'Items\',u\'description\': u\'The number of times a product appears on a prescription form. Prescription forms include both paper prescriptions and electronic messages.\',u\'name\': u\'ITEMS\', u\'type\': u\'number\', u\'format\': u\'default\'},{u\'title\': u\'Total Quantity\',u\'description\': u\'The total quantity of a drug or appliance that was prescribed.This is calculated by multiplying Quantity by Items. For example, if 2 items of Amoxicillin 500mg capsules with a quantity of 28 were prescribed, total quantity will be 56.\',u\'name\': u\'TOTAL_QUANTITY\', u\'type\': u\'number\', u\'format\': u\'default\'},{u\'title\': u\'Average Daily Quantity (ADQ)\',u\'description\': u\'Average Daily Quantity (ADQ) is the typical daily dose of a medication, prescribed to adult patients by GP Practices.This field shows the quantity prescribed multiplied by the strength, which is then divided by the Average Daily Quantity value.\',u\'name\': u\'ADQUSAGE\', u\'type\': u\'number\', u\'format\': u\'default\'},{u\'title\': u\'Net Ingredient Cost (NIC)\',u\'description\': u\'In GBP. The amount that would be paid using the basic price of the prescribed drug or appliance and the quantity prescribed.Sometimes called the "Net Ingredient Cost" (NIC).The basic price is given either in the Drug Tariff or is determined from prices published by manufacturers, wholesalers or suppliers. Basic price is set out in Parts 8 and 9 of the Drug Tariff. For any drugs or appliances not in Part 8, the price is usually taken from the manufacturer, wholesaler or supplier of the product.\',u\'name\': u\'NIC\', u\'type\': u\'number\', u\'format\': u\'default\'},{u\'title\': u\'Actual Cost\',u\'description\': u\'In GBP. The basic cost after adjustment for the national average discount and some payments to the dispenser.See notes for details of the calculation. The calculation is:Net Ingredient Cost - National Average Discount Percentage + (payment for consumables + out of pocket expenses + payment for containers)\',u\'name\': u\'ACTUAL_COST\', u\'type\': u\'number\', u\'format\': u\'default\'},{u\'title\': u\'Unidentified\',u\'description\': u\'This field shows data from prescription forms that could not be allocated to a Practice. Please see the guidance notes for a more detailed explanation of this field, and its uses.\',u\'name\': u\'UNIDENTIFIED\', u\'type\': u\'string\', u\'format\': u\'default\'},{u\'title\': u\'Presentation SNOMED code\',u\'description\': u\'A SNOMED CT (Systemised Nomenclature of Medicine Clinical Terms) is a clinical vocabulary readable by computers. The SNOMED code contained within the data is a unique identifier for each Medicinal Product (both VMP and AMP level). The identifier will not be re-used and or allocated to another presentation.\',u\'name\': u\'SNOMED_CODE\', u\'type\': u\'number\', u\'format\': u\'default\'}], u\'missingValues\': [u\'\']}', 'bq_table_name': 'EPD_SNOMED_202305', 'hash': '8282792aee42c34165902596b9579b55f5e85905fdcc92a93ceeab97a5bd83b9', 'description': '', 'format': 'CSV', 'mimetype_inner': None, 'url_type': 'upload', 'mimetype': 'text/csv', 'cache_url': None, 'name': 'EPD_SNOMED_202305', 'created': '2023-07-18T16:45:23.202079', 'url': 'https://opendata.nhsbsa.net/dataset/906115a6-4155-44be-8b81-f8e83cebfb84/resource/300da531-b978-4bd7-9d6e-582b28385ff2/download/epd_snomed_202305.csv', 'last_modified': '2023-07-18T16:45:22.943656', 'position': 30, 'revision_id': 'aed266fd-d148-4149-ac32-1063af92a5e4', 'resource_type': None}, {'cache_last_updated': None, 'package_id': '906115a6-4155-44be-8b81-f8e83cebfb84', 'datastore_active': 'true', 'id': '2a83a077-2337-4111-9d24-a91b87aafa5f', 'size': 7259598797, 'title': 'English Prescribing Dataset (EPD) with SNOMED code - Jun 2023', 'restricted': '{level: public}', 'encoding': 'utf8', 'state': 'active', 'sha256': '8ed682e0efac0fe23065188e015fb22e069159dd0f130ec8298f586f1b467237', 'zip_url': 'https://83025b28472d6aa2bf5ae59f3724aa78.eu.r2.cloudflarestorage.com/dx-nhs-production/DATOPIAN_DATA/EPD_SNOMED_202306.ZIP?response-content-disposition=filename%3DEPD_SNOMED_202306.ZIP&X-Amz-Algorithm=AWS4-HMAC-SHA256&X-Amz-Expires=3600&X-Amz-Credential=d1d532dd4244a61845b7ea3d94bcd4d9%2F20240528%2Fus-east-1%2Fs3%2Faws4_request&X-Amz-SignedHeaders=host&X-Amz-Date=20240528T140339Z&X-Amz-Signature=7db8fb0a1e6977026b182cd2091479ea6e098c60af63423574296dbb44276fed', 'lfs_prefix': 'experimental-data-sets/english-prescribing-dataset-epd-with-snomed-code', 'schema': '{u\'fields\': [{u\'title\': u\'Year and Month as YYYYMM\',u\'description\': u\'Example: 201401\',u\'name\': u\'YEAR_MONTH\', u\'type\': u\'number\', u\'format\': u\'default\'},{u\'title\': u\'Regional Office Name\',u\'description\': u\'The name given to a geographical region by NHS England. Each region supports local systems to provide more joined up and care for patients.\',u\'name\': u\'REGIONAL_OFFICE_NAME\', u\'type\': u\'string\', u\'format\': u\'default\'},{u\'title\': u\'Regional Office Code\',u\'description\': u\'The unique code used to refer to a Regional Office.\',u\'name\': u\'REGIONAL_OFFICE_CODE\', u\'type\': u\'string\', u\'format\': u\'default\'},{u\'title\': u\'Integrated Care Board (ICB) Name\',u\'description\': u\'The name given to a geographical statutory organisation by NHS England that is a smaller division of a Region.\',u\'name\': u\'ICB_NAME\', u\'type\': u\'string\', u\'format\': u\'default\'},{u\'title\': u\'Integrated Care Board (ICB) Code\',u\'description\': u\'The unique code used to refer to an ICB.\',u\'name\': u\'ICB_CODE\', u\'type\': u\'string\', u\'format\': u\'default\'},{u\'title\': u\'Primary Care Organisation Name\',u\'description\': u\'An NHS organisation that commissions or provides care services involving prescriptions that are dispensed in the community. For example: a Sub Integrated Care Board Location (SICBL), an NHS Trust.\',u\'name\': u\'PCO_NAME\', u\'type\': u\'string\', u\'format\': u\'default\'},{u\'title\': u\'Primary Care Organisation Code\',u\'description\': u\'The unique code used to refer to a Primary Care Organisation.\',u\'name\': u\'PCO_CODE\', u\'type\': u\'string\', u\'format\': u\'default\'},{u\'title\': u\'Practice Name\',u\'description\': u\'The name of an organisation that employs one or more prescribers who issue prescriptions that may be dispensed in the community. For example:a GP Practice, an Out-of-Hours service, a hospital department within an NHS Trust.\',u\'name\': u\'PRACTICE_NAME\', u\'type\': u\'string\', u\'format\': u\'default\'},{u\'title\': u\'Practice Code\',u\'description\': u\'The unique code used to refer to a Practice.\',u\'name\': u\'PRACTICE_CODE\', u\'type\': u\'string\', u\'format\': u\'default\'},{u\'title\': u\'Address Field 1\',u\'description\': u\'The Address used by a Practice. This data is supplied by Primary Care Support England (PSCE), NHS England ICBs or the SICBL, whenever a new practice is opened or if a change of details is required.\',u\'name\': u\'ADDRESS_1\', u\'type\': u\'string\', u\'format\': u\'default\'},{u\'title\': u\'Address Field 2\',u\'description\': u\'The Address used by a Practice. This data is supplied by Primary Care Support England (PSCE), NHS England ICBs or the SICBL, whenever a new practice is opened or if a change of details is required.\',u\'name\': u\'ADDRESS_2\', u\'type\': u\'string\', u\'format\': u\'default\'},{u\'title\': u\'Address Field 3\',u\'description\': u\'The Address used by a Practice. This data is supplied by Primary Care Support England (PSCE), NHS England ICBs or the SICBL, whenever a new practice is opened or if a change of details is required.\',u\'name\': u\'ADDRESS_3\', u\'type\': u\'string\', u\'format\': u\'default\'},{u\'title\': u\'Address Field 4\',u\'description\': u\'The Address used by a Practice. This data is supplied by Primary Care Support England (PSCE), NHS England ICBs or the SICBL, whenever a new practice is opened or if a change of details is required.\',u\'name\': u\'ADDRESS_4\', u\'type\': u\'string\', u\'format\': u\'default\'},{u\'title\': u\'Post Code\',u\'description\': u\'The Address used by a Practice. This data is supplied by Primary Care Support England (PSCE), NHS England ICBs or the SICBL, whenever a new practice is opened or if a change of details is required.\',u\'name\': u\'POSTCODE\', u\'type\': u\'string\', u\'format\': u\'default\'},{u\'title\': u\'British National Formulary (BNF) Chemical Substance Code\',u\'description\': u\'A unique code used to refer to a BNF Chemical Substance.For example, 0501013B0\',u\'name\': u\'BNF_CHEMICAL_SUBSTANCE\', u\'type\': u\'string\', u\'format\': u\'default\'},{u\'title\': u\'British National Formulary (BNF) Chemical Substance Description\',u\'description\': u\'The name of the main active ingredient in a drug or the type of an appliance. Determined by the British National Formulatory (BNF) for drugs, or the NHS BSA for appliances. For example, Amoxicillin\',u\'name\': u\'CHEMICAL_SUBSTANCE_BNF_DESCR\', u\'type\': u\'string\', u\'format\': u\'default\'},{u\'title\': u\'British National Formulary (BNF) Code\',u\'description\': u\'The unique code used to refer to a BNF Presentation. For example, 0501013B0AAABAB\',u\'name\': u\'BNF_CODE\', u\'type\': u\'string\', u\'format\': u\'default\'},{u\'title\': u\'British National Formulary (BNF) Description\',u\'description\': u\'The name given to the specific type, strength, and formulation of a drug; or, the specific type of an appliance. For example, Amoxicillin 500mg capsules\',u\'name\': u\'BNF_DESCRIPTION\', u\'type\': u\'string\', u\'format\': u\'default\'},{u\'title\': u\'British National Formulary (BNF) Description\',u\'description\': u\'The name given to a British National Formulatory (BNF) Chapter that includes the prescribed product. Includes the numerical code used to refer to the chapter.For example, 05: Infections\',u\'name\': u\'BNF_CHAPTER_PLUS_CODE\', u\'type\': u\'string\', u\'format\': u\'default\'},{u\'title\': u\'Quantity\',u\'description\': u\'The quantity of a medicine, dressing or appliance for which an individual item was prescribed and dispensed, for each BNF Presentation. This represents a pseudo pack size, to illustrate the typical range of prescribed quantities of a given presentation. For example, a quantity of 28 for Amoxicillin 500mg capsules means that the pack size dispensed was 28 capsules.\',u\'name\': u\'QUANTITY\', u\'type\': u\'number\', u\'format\': u\'default\'},{u\'title\': u\'Items\',u\'description\': u\'The number of times a product appears on a prescription form. Prescription forms include both paper prescriptions and electronic messages.\',u\'name\': u\'ITEMS\', u\'type\': u\'number\', u\'format\': u\'default\'},{u\'title\': u\'Total Quantity\',u\'description\': u\'The total quantity of a drug or appliance that was prescribed.This is calculated by multiplying Quantity by Items. For example, if 2 items of Amoxicillin 500mg capsules with a quantity of 28 were prescribed, total quantity will be 56.\',u\'name\': u\'TOTAL_QUANTITY\', u\'type\': u\'number\', u\'format\': u\'default\'},{u\'title\': u\'Average Daily Quantity (ADQ)\',u\'description\': u\'Average Daily Quantity (ADQ) is the typical daily dose of a medication, prescribed to adult patients by GP Practices.This field shows the quantity prescribed multiplied by the strength, which is then divided by the Average Daily Quantity value.\',u\'name\': u\'ADQUSAGE\', u\'type\': u\'number\', u\'format\': u\'default\'},{u\'title\': u\'Net Ingredient Cost (NIC)\',u\'description\': u\'In GBP. The amount that would be paid using the basic price of the prescribed drug or appliance and the quantity prescribed.Sometimes called the "Net Ingredient Cost" (NIC).The basic price is given either in the Drug Tariff or is determined from prices published by manufacturers, wholesalers or suppliers. Basic price is set out in Parts 8 and 9 of the Drug Tariff. For any drugs or appliances not in Part 8, the price is usually taken from the manufacturer, wholesaler or supplier of the product.\',u\'name\': u\'NIC\', u\'type\': u\'number\', u\'format\': u\'default\'},{u\'title\': u\'Actual Cost\',u\'description\': u\'In GBP. The basic cost after adjustment for the national average discount and some payments to the dispenser.See notes for details of the calculation. The calculation is:Net Ingredient Cost - National Average Discount Percentage + (payment for consumables + out of pocket expenses + payment for containers)\',u\'name\': u\'ACTUAL_COST\', u\'type\': u\'number\', u\'format\': u\'default\'},{u\'title\': u\'Unidentified\',u\'description\': u\'This field shows data from prescription forms that could not be allocated to a Practice. Please see the guidance notes for a more detailed explanation of this field, and its uses.\',u\'name\': u\'UNIDENTIFIED\', u\'type\': u\'string\', u\'format\': u\'default\'},{u\'title\': u\'Presentation SNOMED code\',u\'description\': u\'A SNOMED CT (Systemised Nomenclature of Medicine Clinical Terms) is a clinical vocabulary readable by computers. The SNOMED code contained within the data is a unique identifier for each Medicinal Product (both VMP and AMP level). The identifier will not be re-used and or allocated to another presentation.\',u\'name\': u\'SNOMED_CODE\', u\'type\': u\'number\', u\'format\': u\'default\'}], u\'missingValues\': [u\'\']}', 'bq_table_name': 'EPD_SNOMED_202306', 'hash': '8ed682e0efac0fe23065188e015fb22e069159dd0f130ec8298f586f1b467237', 'description': '', 'format': 'CSV', 'mimetype_inner': None, 'url_type': 'upload', 'mimetype': 'text/csv', 'cache_url': None, 'name': 'EPD_SNOMED_202306', 'created': '2023-08-21T11:38:30.101405', 'url': 'https://opendata.nhsbsa.net/dataset/906115a6-4155-44be-8b81-f8e83cebfb84/resource/2a83a077-2337-4111-9d24-a91b87aafa5f/download/epd_snomed_202306.csv', 'last_modified': '2023-08-21T11:38:29.880923', 'position': 31, 'revision_id': 'aed266fd-d148-4149-ac32-1063af92a5e4', 'resource_type': None}, {'cache_last_updated': None, 'package_id': '906115a6-4155-44be-8b81-f8e83cebfb84', 'datastore_active': 'true', 'id': '87fee4ef-8c70-4036-93fd-0cc64dfb98ef', 'size': 7185029145, 'title': 'English Prescribing Dataset (EPD) with SNOMED code - Jul 2023', 'restricted': '{level: public}', 'encoding': 'utf8', 'state': 'active', 'sha256': '21fb12020d355270b54a6b1d0febde337c1251fbdd1a454cf9f7ceb80d4dfd4d', 'zip_url': 'https://83025b28472d6aa2bf5ae59f3724aa78.eu.r2.cloudflarestorage.com/dx-nhs-production/DATOPIAN_DATA/EPD_SNOMED_202307.ZIP?response-content-disposition=filename%3DEPD_SNOMED_202307.ZIP&X-Amz-Algorithm=AWS4-HMAC-SHA256&X-Amz-Expires=3600&X-Amz-Credential=d1d532dd4244a61845b7ea3d94bcd4d9%2F20240528%2Fus-east-1%2Fs3%2Faws4_request&X-Amz-SignedHeaders=host&X-Amz-Date=20240528T140339Z&X-Amz-Signature=256149d5fff5baf7fd03bbb0bcfe95174d59eaeb1d73f9ce94da9822e30f23c9', 'lfs_prefix': 'experimental-data-sets/english-prescribing-dataset-epd-with-snomed-code', 'schema': '{u\'fields\': [{u\'title\': u\'Year and Month as YYYYMM\',u\'description\': u\'Example: 201401\',u\'name\': u\'YEAR_MONTH\', u\'type\': u\'number\', u\'format\': u\'default\'},{u\'title\': u\'Regional Office Name\',u\'description\': u\'The name given to a geographical region by NHS England. Each region supports local systems to provide more joined up and care for patients.\',u\'name\': u\'REGIONAL_OFFICE_NAME\', u\'type\': u\'string\', u\'format\': u\'default\'},{u\'title\': u\'Regional Office Code\',u\'description\': u\'The unique code used to refer to a Regional Office.\',u\'name\': u\'REGIONAL_OFFICE_CODE\', u\'type\': u\'string\', u\'format\': u\'default\'},{u\'title\': u\'Integrated Care Board (ICB) Name\',u\'description\': u\'The name given to a geographical statutory organisation by NHS England that is a smaller division of a Region.\',u\'name\': u\'ICB_NAME\', u\'type\': u\'string\', u\'format\': u\'default\'},{u\'title\': u\'Integrated Care Board (ICB) Code\',u\'description\': u\'The unique code used to refer to an ICB.\',u\'name\': u\'ICB_CODE\', u\'type\': u\'string\', u\'format\': u\'default\'},{u\'title\': u\'Primary Care Organisation Name\',u\'description\': u\'An NHS organisation that commissions or provides care services involving prescriptions that are dispensed in the community. For example: a Sub Integrated Care Board Location (SICBL), an NHS Trust.\',u\'name\': u\'PCO_NAME\', u\'type\': u\'string\', u\'format\': u\'default\'},{u\'title\': u\'Primary Care Organisation Code\',u\'description\': u\'The unique code used to refer to a Primary Care Organisation.\',u\'name\': u\'PCO_CODE\', u\'type\': u\'string\', u\'format\': u\'default\'},{u\'title\': u\'Practice Name\',u\'description\': u\'The name of an organisation that employs one or more prescribers who issue prescriptions that may be dispensed in the community. For example:a GP Practice, an Out-of-Hours service, a hospital department within an NHS Trust.\',u\'name\': u\'PRACTICE_NAME\', u\'type\': u\'string\', u\'format\': u\'default\'},{u\'title\': u\'Practice Code\',u\'description\': u\'The unique code used to refer to a Practice.\',u\'name\': u\'PRACTICE_CODE\', u\'type\': u\'string\', u\'format\': u\'default\'},{u\'title\': u\'Address Field 1\',u\'description\': u\'The Address used by a Practice. This data is supplied by Primary Care Support England (PSCE), NHS England ICBs or the SICBL, whenever a new practice is opened or if a change of details is required.\',u\'name\': u\'ADDRESS_1\', u\'type\': u\'string\', u\'format\': u\'default\'},{u\'title\': u\'Address Field 2\',u\'description\': u\'The Address used by a Practice. This data is supplied by Primary Care Support England (PSCE), NHS England ICBs or the SICBL, whenever a new practice is opened or if a change of details is required.\',u\'name\': u\'ADDRESS_2\', u\'type\': u\'string\', u\'format\': u\'default\'},{u\'title\': u\'Address Field 3\',u\'description\': u\'The Address used by a Practice. This data is supplied by Primary Care Support England (PSCE), NHS England ICBs or the SICBL, whenever a new practice is opened or if a change of details is required.\',u\'name\': u\'ADDRESS_3\', u\'type\': u\'string\', u\'format\': u\'default\'},{u\'title\': u\'Address Field 4\',u\'description\': u\'The Address used by a Practice. This data is supplied by Primary Care Support England (PSCE), NHS England ICBs or the SICBL, whenever a new practice is opened or if a change of details is required.\',u\'name\': u\'ADDRESS_4\', u\'type\': u\'string\', u\'format\': u\'default\'},{u\'title\': u\'Post Code\',u\'description\': u\'The Address used by a Practice. This data is supplied by Primary Care Support England (PSCE), NHS England ICBs or the SICBL, whenever a new practice is opened or if a change of details is required.\',u\'name\': u\'POSTCODE\', u\'type\': u\'string\', u\'format\': u\'default\'},{u\'title\': u\'British National Formulary (BNF) Chemical Substance Code\',u\'description\': u\'A unique code used to refer to a BNF Chemical Substance.For example, 0501013B0\',u\'name\': u\'BNF_CHEMICAL_SUBSTANCE\', u\'type\': u\'string\', u\'format\': u\'default\'},{u\'title\': u\'British National Formulary (BNF) Chemical Substance Description\',u\'description\': u\'The name of the main active ingredient in a drug or the type of an appliance. Determined by the British National Formulatory (BNF) for drugs, or the NHS BSA for appliances. For example, Amoxicillin\',u\'name\': u\'CHEMICAL_SUBSTANCE_BNF_DESCR\', u\'type\': u\'string\', u\'format\': u\'default\'},{u\'title\': u\'British National Formulary (BNF) Code\',u\'description\': u\'The unique code used to refer to a BNF Presentation. For example, 0501013B0AAABAB\',u\'name\': u\'BNF_CODE\', u\'type\': u\'string\', u\'format\': u\'default\'},{u\'title\': u\'British National Formulary (BNF) Description\',u\'description\': u\'The name given to the specific type, strength, and formulation of a drug; or, the specific type of an appliance. For example, Amoxicillin 500mg capsules\',u\'name\': u\'BNF_DESCRIPTION\', u\'type\': u\'string\', u\'format\': u\'default\'},{u\'title\': u\'British National Formulary (BNF) Description\',u\'description\': u\'The name given to a British National Formulatory (BNF) Chapter that includes the prescribed product. Includes the numerical code used to refer to the chapter.For example, 05: Infections\',u\'name\': u\'BNF_CHAPTER_PLUS_CODE\', u\'type\': u\'string\', u\'format\': u\'default\'},{u\'title\': u\'Quantity\',u\'description\': u\'The quantity of a medicine, dressing or appliance for which an individual item was prescribed and dispensed, for each BNF Presentation. This represents a pseudo pack size, to illustrate the typical range of prescribed quantities of a given presentation. For example, a quantity of 28 for Amoxicillin 500mg capsules means that the pack size dispensed was 28 capsules.\',u\'name\': u\'QUANTITY\', u\'type\': u\'number\', u\'format\': u\'default\'},{u\'title\': u\'Items\',u\'description\': u\'The number of times a product appears on a prescription form. Prescription forms include both paper prescriptions and electronic messages.\',u\'name\': u\'ITEMS\', u\'type\': u\'number\', u\'format\': u\'default\'},{u\'title\': u\'Total Quantity\',u\'description\': u\'The total quantity of a drug or appliance that was prescribed.This is calculated by multiplying Quantity by Items. For example, if 2 items of Amoxicillin 500mg capsules with a quantity of 28 were prescribed, total quantity will be 56.\',u\'name\': u\'TOTAL_QUANTITY\', u\'type\': u\'number\', u\'format\': u\'default\'},{u\'title\': u\'Average Daily Quantity (ADQ)\',u\'description\': u\'Average Daily Quantity (ADQ) is the typical daily dose of a medication, prescribed to adult patients by GP Practices.This field shows the quantity prescribed multiplied by the strength, which is then divided by the Average Daily Quantity value.\',u\'name\': u\'ADQUSAGE\', u\'type\': u\'number\', u\'format\': u\'default\'},{u\'title\': u\'Net Ingredient Cost (NIC)\',u\'description\': u\'In GBP. The amount that would be paid using the basic price of the prescribed drug or appliance and the quantity prescribed.Sometimes called the "Net Ingredient Cost" (NIC).The basic price is given either in the Drug Tariff or is determined from prices published by manufacturers, wholesalers or suppliers. Basic price is set out in Parts 8 and 9 of the Drug Tariff. For any drugs or appliances not in Part 8, the price is usually taken from the manufacturer, wholesaler or supplier of the product.\',u\'name\': u\'NIC\', u\'type\': u\'number\', u\'format\': u\'default\'},{u\'title\': u\'Actual Cost\',u\'description\': u\'In GBP. The basic cost after adjustment for the national average discount and some payments to the dispenser.See notes for details of the calculation. The calculation is:Net Ingredient Cost - National Average Discount Percentage + (payment for consumables + out of pocket expenses + payment for containers)\',u\'name\': u\'ACTUAL_COST\', u\'type\': u\'number\', u\'format\': u\'default\'},{u\'title\': u\'Unidentified\',u\'description\': u\'This field shows data from prescription forms that could not be allocated to a Practice. Please see the guidance notes for a more detailed explanation of this field, and its uses.\',u\'name\': u\'UNIDENTIFIED\', u\'type\': u\'string\', u\'format\': u\'default\'},{u\'title\': u\'Presentation SNOMED code\',u\'description\': u\'A SNOMED CT (Systemised Nomenclature of Medicine Clinical Terms) is a clinical vocabulary readable by computers. The SNOMED code contained within the data is a unique identifier for each Medicinal Product (both VMP and AMP level). The identifier will not be re-used and or allocated to another presentation.\',u\'name\': u\'SNOMED_CODE\', u\'type\': u\'number\', u\'format\': u\'default\'}], u\'missingValues\': [u\'\']}', 'bq_table_name': 'EPD_SNOMED_202307', 'hash': '21fb12020d355270b54a6b1d0febde337c1251fbdd1a454cf9f7ceb80d4dfd4d', 'description': '', 'format': 'CSV', 'mimetype_inner': None, 'url_type': 'upload', 'mimetype': 'text/csv', 'cache_url': None, 'name': 'EPD_SNOMED_202307', 'created': '2023-09-20T13:02:00.153579', 'url': 'https://opendata.nhsbsa.net/dataset/906115a6-4155-44be-8b81-f8e83cebfb84/resource/87fee4ef-8c70-4036-93fd-0cc64dfb98ef/download/epd_snomed_202307.csv', 'last_modified': '2023-09-20T13:01:59.678950', 'position': 32, 'revision_id': 'aed266fd-d148-4149-ac32-1063af92a5e4', 'resource_type': None}, {'cache_last_updated': None, 'package_id': '906115a6-4155-44be-8b81-f8e83cebfb84', 'datastore_active': 'true', 'id': '759994f4-cadd-4e9c-8b3c-73d31ffdfbdc', 'size': 7185265230, 'title': 'English Prescribing Dataset (EPD) with SNOMED code - Aug 2023', 'restricted': '{level: public}', 'encoding': 'utf8', 'state': 'active', 'sha256': '764b69858e673e6b996507b7566e9936e848447780791f168a6f040143b7dc75', 'zip_url': 'https://83025b28472d6aa2bf5ae59f3724aa78.eu.r2.cloudflarestorage.com/dx-nhs-production/DATOPIAN_DATA/EPD_SNOMED_202308.ZIP?response-content-disposition=filename%3DEPD_SNOMED_202308.ZIP&X-Amz-Algorithm=AWS4-HMAC-SHA256&X-Amz-Expires=3600&X-Amz-Credential=d1d532dd4244a61845b7ea3d94bcd4d9%2F20240528%2Fus-east-1%2Fs3%2Faws4_request&X-Amz-SignedHeaders=host&X-Amz-Date=20240528T140339Z&X-Amz-Signature=131af3ae20550e993b4e1f9f182d61540736b61fe4ee633a0ecd510340ecb412', 'lfs_prefix': 'experimental-data-sets/english-prescribing-dataset-epd-with-snomed-code', 'schema': '{u\'fields\': [{u\'title\': u\'Year and Month as YYYYMM\',u\'description\': u\'Example: 201401\',u\'name\': u\'YEAR_MONTH\', u\'type\': u\'number\', u\'format\': u\'default\'},{u\'title\': u\'Regional Office Name\',u\'description\': u\'The name given to a geographical region by NHS England. Each region supports local systems to provide more joined up and care for patients.\',u\'name\': u\'REGIONAL_OFFICE_NAME\', u\'type\': u\'string\', u\'format\': u\'default\'},{u\'title\': u\'Regional Office Code\',u\'description\': u\'The unique code used to refer to a Regional Office.\',u\'name\': u\'REGIONAL_OFFICE_CODE\', u\'type\': u\'string\', u\'format\': u\'default\'},{u\'title\': u\'Integrated Care Board (ICB) Name\',u\'description\': u\'The name given to a geographical statutory organisation by NHS England that is a smaller division of a Region.\',u\'name\': u\'ICB_NAME\', u\'type\': u\'string\', u\'format\': u\'default\'},{u\'title\': u\'Integrated Care Board (ICB) Code\',u\'description\': u\'The unique code used to refer to an ICB.\',u\'name\': u\'ICB_CODE\', u\'type\': u\'string\', u\'format\': u\'default\'},{u\'title\': u\'Primary Care Organisation Name\',u\'description\': u\'An NHS organisation that commissions or provides care services involving prescriptions that are dispensed in the community. For example: a Sub Integrated Care Board Location (SICBL), an NHS Trust.\',u\'name\': u\'PCO_NAME\', u\'type\': u\'string\', u\'format\': u\'default\'},{u\'title\': u\'Primary Care Organisation Code\',u\'description\': u\'The unique code used to refer to a Primary Care Organisation.\',u\'name\': u\'PCO_CODE\', u\'type\': u\'string\', u\'format\': u\'default\'},{u\'title\': u\'Practice Name\',u\'description\': u\'The name of an organisation that employs one or more prescribers who issue prescriptions that may be dispensed in the community. For example:a GP Practice, an Out-of-Hours service, a hospital department within an NHS Trust.\',u\'name\': u\'PRACTICE_NAME\', u\'type\': u\'string\', u\'format\': u\'default\'},{u\'title\': u\'Practice Code\',u\'description\': u\'The unique code used to refer to a Practice.\',u\'name\': u\'PRACTICE_CODE\', u\'type\': u\'string\', u\'format\': u\'default\'},{u\'title\': u\'Address Field 1\',u\'description\': u\'The Address used by a Practice. This data is supplied by Primary Care Support England (PSCE), NHS England ICBs or the SICBL, whenever a new practice is opened or if a change of details is required.\',u\'name\': u\'ADDRESS_1\', u\'type\': u\'string\', u\'format\': u\'default\'},{u\'title\': u\'Address Field 2\',u\'description\': u\'The Address used by a Practice. This data is supplied by Primary Care Support England (PSCE), NHS England ICBs or the SICBL, whenever a new practice is opened or if a change of details is required.\',u\'name\': u\'ADDRESS_2\', u\'type\': u\'string\', u\'format\': u\'default\'},{u\'title\': u\'Address Field 3\',u\'description\': u\'The Address used by a Practice. This data is supplied by Primary Care Support England (PSCE), NHS England ICBs or the SICBL, whenever a new practice is opened or if a change of details is required.\',u\'name\': u\'ADDRESS_3\', u\'type\': u\'string\', u\'format\': u\'default\'},{u\'title\': u\'Address Field 4\',u\'description\': u\'The Address used by a Practice. This data is supplied by Primary Care Support England (PSCE), NHS England ICBs or the SICBL, whenever a new practice is opened or if a change of details is required.\',u\'name\': u\'ADDRESS_4\', u\'type\': u\'string\', u\'format\': u\'default\'},{u\'title\': u\'Post Code\',u\'description\': u\'The Address used by a Practice. This data is supplied by Primary Care Support England (PSCE), NHS England ICBs or the SICBL, whenever a new practice is opened or if a change of details is required.\',u\'name\': u\'POSTCODE\', u\'type\': u\'string\', u\'format\': u\'default\'},{u\'title\': u\'British National Formulary (BNF) Chemical Substance Code\',u\'description\': u\'A unique code used to refer to a BNF Chemical Substance.For example, 0501013B0\',u\'name\': u\'BNF_CHEMICAL_SUBSTANCE\', u\'type\': u\'string\', u\'format\': u\'default\'},{u\'title\': u\'British National Formulary (BNF) Chemical Substance Description\',u\'description\': u\'The name of the main active ingredient in a drug or the type of an appliance. Determined by the British National Formulatory (BNF) for drugs, or the NHS BSA for appliances. For example, Amoxicillin\',u\'name\': u\'CHEMICAL_SUBSTANCE_BNF_DESCR\', u\'type\': u\'string\', u\'format\': u\'default\'},{u\'title\': u\'British National Formulary (BNF) Code\',u\'description\': u\'The unique code used to refer to a BNF Presentation. For example, 0501013B0AAABAB\',u\'name\': u\'BNF_CODE\', u\'type\': u\'string\', u\'format\': u\'default\'},{u\'title\': u\'British National Formulary (BNF) Description\',u\'description\': u\'The name given to the specific type, strength, and formulation of a drug; or, the specific type of an appliance. For example, Amoxicillin 500mg capsules\',u\'name\': u\'BNF_DESCRIPTION\', u\'type\': u\'string\', u\'format\': u\'default\'},{u\'title\': u\'British National Formulary (BNF) Description\',u\'description\': u\'The name given to a British National Formulatory (BNF) Chapter that includes the prescribed product. Includes the numerical code used to refer to the chapter.For example, 05: Infections\',u\'name\': u\'BNF_CHAPTER_PLUS_CODE\', u\'type\': u\'string\', u\'format\': u\'default\'},{u\'title\': u\'Quantity\',u\'description\': u\'The quantity of a medicine, dressing or appliance for which an individual item was prescribed and dispensed, for each BNF Presentation. This represents a pseudo pack size, to illustrate the typical range of prescribed quantities of a given presentation. For example, a quantity of 28 for Amoxicillin 500mg capsules means that the pack size dispensed was 28 capsules.\',u\'name\': u\'QUANTITY\', u\'type\': u\'number\', u\'format\': u\'default\'},{u\'title\': u\'Items\',u\'description\': u\'The number of times a product appears on a prescription form. Prescription forms include both paper prescriptions and electronic messages.\',u\'name\': u\'ITEMS\', u\'type\': u\'number\', u\'format\': u\'default\'},{u\'title\': u\'Total Quantity\',u\'description\': u\'The total quantity of a drug or appliance that was prescribed.This is calculated by multiplying Quantity by Items. For example, if 2 items of Amoxicillin 500mg capsules with a quantity of 28 were prescribed, total quantity will be 56.\',u\'name\': u\'TOTAL_QUANTITY\', u\'type\': u\'number\', u\'format\': u\'default\'},{u\'title\': u\'Average Daily Quantity (ADQ)\',u\'description\': u\'Average Daily Quantity (ADQ) is the typical daily dose of a medication, prescribed to adult patients by GP Practices.This field shows the quantity prescribed multiplied by the strength, which is then divided by the Average Daily Quantity value.\',u\'name\': u\'ADQUSAGE\', u\'type\': u\'number\', u\'format\': u\'default\'},{u\'title\': u\'Net Ingredient Cost (NIC)\',u\'description\': u\'In GBP. The amount that would be paid using the basic price of the prescribed drug or appliance and the quantity prescribed.Sometimes called the "Net Ingredient Cost" (NIC).The basic price is given either in the Drug Tariff or is determined from prices published by manufacturers, wholesalers or suppliers. Basic price is set out in Parts 8 and 9 of the Drug Tariff. For any drugs or appliances not in Part 8, the price is usually taken from the manufacturer, wholesaler or supplier of the product.\',u\'name\': u\'NIC\', u\'type\': u\'number\', u\'format\': u\'default\'},{u\'title\': u\'Actual Cost\',u\'description\': u\'In GBP. The basic cost after adjustment for the national average discount and some payments to the dispenser.See notes for details of the calculation. The calculation is:Net Ingredient Cost - National Average Discount Percentage + (payment for consumables + out of pocket expenses + payment for containers)\',u\'name\': u\'ACTUAL_COST\', u\'type\': u\'number\', u\'format\': u\'default\'},{u\'title\': u\'Unidentified\',u\'description\': u\'This field shows data from prescription forms that could not be allocated to a Practice. Please see the guidance notes for a more detailed explanation of this field, and its uses.\',u\'name\': u\'UNIDENTIFIED\', u\'type\': u\'string\', u\'format\': u\'default\'},{u\'title\': u\'Presentation SNOMED code\',u\'description\': u\'A SNOMED CT (Systemised Nomenclature of Medicine Clinical Terms) is a clinical vocabulary readable by computers. The SNOMED code contained within the data is a unique identifier for each Medicinal Product (both VMP and AMP level). The identifier will not be re-used and or allocated to another presentation.\',u\'name\': u\'SNOMED_CODE\', u\'type\': u\'number\', u\'format\': u\'default\'}], u\'missingValues\': [u\'\']}', 'bq_table_name': 'EPD_SNOMED_202308', 'hash': '764b69858e673e6b996507b7566e9936e848447780791f168a6f040143b7dc75', 'description': '', 'format': 'CSV', 'mimetype_inner': None, 'url_type': 'upload', 'mimetype': 'text/csv', 'cache_url': None, 'name': 'EPD_SNOMED_202308', 'created': '2023-10-17T15:35:06.778677', 'url': 'https://opendata.nhsbsa.net/dataset/906115a6-4155-44be-8b81-f8e83cebfb84/resource/759994f4-cadd-4e9c-8b3c-73d31ffdfbdc/download/epd_snomed_202308.csv', 'last_modified': '2023-10-17T15:35:06.623206', 'position': 33, 'revision_id': 'aed266fd-d148-4149-ac32-1063af92a5e4', 'resource_type': None}, {'cache_last_updated': None, 'package_id': '906115a6-4155-44be-8b81-f8e83cebfb84', 'datastore_active': 'true', 'id': '7470b1e8-bf54-4cb2-a7bb-7b6133d45459', 'size': 7182569595, 'title': 'English Prescribing Dataset (EPD) with SNOMED code - Sep 2023', 'restricted': '{level: public}', 'encoding': 'utf8', 'state': 'active', 'sha256': 'd29e538f5baf7216f9231790fa615c404038d839a687d2025e1dc845596b6fea', 'zip_url': 'https://83025b28472d6aa2bf5ae59f3724aa78.eu.r2.cloudflarestorage.com/dx-nhs-production/DATOPIAN_DATA/EPD_SNOMED_202309.ZIP?response-content-disposition=filename%3DEPD_SNOMED_202309.ZIP&X-Amz-Algorithm=AWS4-HMAC-SHA256&X-Amz-Expires=3600&X-Amz-Credential=d1d532dd4244a61845b7ea3d94bcd4d9%2F20240528%2Fus-east-1%2Fs3%2Faws4_request&X-Amz-SignedHeaders=host&X-Amz-Date=20240528T140339Z&X-Amz-Signature=7b1f00e80bb32b1bf17fedf1f748b7427e20704858cf5fb9fcb417840754cd47', 'lfs_prefix': 'experimental-data-sets/english-prescribing-dataset-epd-with-snomed-code', 'schema': '{u\'fields\': [{u\'title\': u\'Year and Month as YYYYMM\',u\'description\': u\'Example: 201401\',u\'name\': u\'YEAR_MONTH\', u\'type\': u\'number\', u\'format\': u\'default\'},{u\'title\': u\'Regional Office Name\',u\'description\': u\'The name given to a geographical region by NHS England. Each region supports local systems to provide more joined up and care for patients.\',u\'name\': u\'REGIONAL_OFFICE_NAME\', u\'type\': u\'string\', u\'format\': u\'default\'},{u\'title\': u\'Regional Office Code\',u\'description\': u\'The unique code used to refer to a Regional Office.\',u\'name\': u\'REGIONAL_OFFICE_CODE\', u\'type\': u\'string\', u\'format\': u\'default\'},{u\'title\': u\'Integrated Care Board (ICB) Name\',u\'description\': u\'The name given to a geographical statutory organisation by NHS England that is a smaller division of a Region.\',u\'name\': u\'ICB_NAME\', u\'type\': u\'string\', u\'format\': u\'default\'},{u\'title\': u\'Integrated Care Board (ICB) Code\',u\'description\': u\'The unique code used to refer to an ICB.\',u\'name\': u\'ICB_CODE\', u\'type\': u\'string\', u\'format\': u\'default\'},{u\'title\': u\'Primary Care Organisation Name\',u\'description\': u\'An NHS organisation that commissions or provides care services involving prescriptions that are dispensed in the community. For example: a Sub Integrated Care Board Location (SICBL), an NHS Trust.\',u\'name\': u\'PCO_NAME\', u\'type\': u\'string\', u\'format\': u\'default\'},{u\'title\': u\'Primary Care Organisation Code\',u\'description\': u\'The unique code used to refer to a Primary Care Organisation.\',u\'name\': u\'PCO_CODE\', u\'type\': u\'string\', u\'format\': u\'default\'},{u\'title\': u\'Practice Name\',u\'description\': u\'The name of an organisation that employs one or more prescribers who issue prescriptions that may be dispensed in the community. For example:a GP Practice, an Out-of-Hours service, a hospital department within an NHS Trust.\',u\'name\': u\'PRACTICE_NAME\', u\'type\': u\'string\', u\'format\': u\'default\'},{u\'title\': u\'Practice Code\',u\'description\': u\'The unique code used to refer to a Practice.\',u\'name\': u\'PRACTICE_CODE\', u\'type\': u\'string\', u\'format\': u\'default\'},{u\'title\': u\'Address Field 1\',u\'description\': u\'The Address used by a Practice. This data is supplied by Primary Care Support England (PSCE), NHS England ICBs or the SICBL, whenever a new practice is opened or if a change of details is required.\',u\'name\': u\'ADDRESS_1\', u\'type\': u\'string\', u\'format\': u\'default\'},{u\'title\': u\'Address Field 2\',u\'description\': u\'The Address used by a Practice. This data is supplied by Primary Care Support England (PSCE), NHS England ICBs or the SICBL, whenever a new practice is opened or if a change of details is required.\',u\'name\': u\'ADDRESS_2\', u\'type\': u\'string\', u\'format\': u\'default\'},{u\'title\': u\'Address Field 3\',u\'description\': u\'The Address used by a Practice. This data is supplied by Primary Care Support England (PSCE), NHS England ICBs or the SICBL, whenever a new practice is opened or if a change of details is required.\',u\'name\': u\'ADDRESS_3\', u\'type\': u\'string\', u\'format\': u\'default\'},{u\'title\': u\'Address Field 4\',u\'description\': u\'The Address used by a Practice. This data is supplied by Primary Care Support England (PSCE), NHS England ICBs or the SICBL, whenever a new practice is opened or if a change of details is required.\',u\'name\': u\'ADDRESS_4\', u\'type\': u\'string\', u\'format\': u\'default\'},{u\'title\': u\'Post Code\',u\'description\': u\'The Address used by a Practice. This data is supplied by Primary Care Support England (PSCE), NHS England ICBs or the SICBL, whenever a new practice is opened or if a change of details is required.\',u\'name\': u\'POSTCODE\', u\'type\': u\'string\', u\'format\': u\'default\'},{u\'title\': u\'British National Formulary (BNF) Chemical Substance Code\',u\'description\': u\'A unique code used to refer to a BNF Chemical Substance.For example, 0501013B0\',u\'name\': u\'BNF_CHEMICAL_SUBSTANCE\', u\'type\': u\'string\', u\'format\': u\'default\'},{u\'title\': u\'British National Formulary (BNF) Chemical Substance Description\',u\'description\': u\'The name of the main active ingredient in a drug or the type of an appliance. Determined by the British National Formulatory (BNF) for drugs, or the NHS BSA for appliances. For example, Amoxicillin\',u\'name\': u\'CHEMICAL_SUBSTANCE_BNF_DESCR\', u\'type\': u\'string\', u\'format\': u\'default\'},{u\'title\': u\'British National Formulary (BNF) Code\',u\'description\': u\'The unique code used to refer to a BNF Presentation. For example, 0501013B0AAABAB\',u\'name\': u\'BNF_CODE\', u\'type\': u\'string\', u\'format\': u\'default\'},{u\'title\': u\'British National Formulary (BNF) Description\',u\'description\': u\'The name given to the specific type, strength, and formulation of a drug; or, the specific type of an appliance. For example, Amoxicillin 500mg capsules\',u\'name\': u\'BNF_DESCRIPTION\', u\'type\': u\'string\', u\'format\': u\'default\'},{u\'title\': u\'British National Formulary (BNF) Description\',u\'description\': u\'The name given to a British National Formulatory (BNF) Chapter that includes the prescribed product. Includes the numerical code used to refer to the chapter.For example, 05: Infections\',u\'name\': u\'BNF_CHAPTER_PLUS_CODE\', u\'type\': u\'string\', u\'format\': u\'default\'},{u\'title\': u\'Quantity\',u\'description\': u\'The quantity of a medicine, dressing or appliance for which an individual item was prescribed and dispensed, for each BNF Presentation. This represents a pseudo pack size, to illustrate the typical range of prescribed quantities of a given presentation. For example, a quantity of 28 for Amoxicillin 500mg capsules means that the pack size dispensed was 28 capsules.\',u\'name\': u\'QUANTITY\', u\'type\': u\'number\', u\'format\': u\'default\'},{u\'title\': u\'Items\',u\'description\': u\'The number of times a product appears on a prescription form. Prescription forms include both paper prescriptions and electronic messages.\',u\'name\': u\'ITEMS\', u\'type\': u\'number\', u\'format\': u\'default\'},{u\'title\': u\'Total Quantity\',u\'description\': u\'The total quantity of a drug or appliance that was prescribed.This is calculated by multiplying Quantity by Items. For example, if 2 items of Amoxicillin 500mg capsules with a quantity of 28 were prescribed, total quantity will be 56.\',u\'name\': u\'TOTAL_QUANTITY\', u\'type\': u\'number\', u\'format\': u\'default\'},{u\'title\': u\'Average Daily Quantity (ADQ)\',u\'description\': u\'Average Daily Quantity (ADQ) is the typical daily dose of a medication, prescribed to adult patients by GP Practices.This field shows the quantity prescribed multiplied by the strength, which is then divided by the Average Daily Quantity value.\',u\'name\': u\'ADQUSAGE\', u\'type\': u\'number\', u\'format\': u\'default\'},{u\'title\': u\'Net Ingredient Cost (NIC)\',u\'description\': u\'In GBP. The amount that would be paid using the basic price of the prescribed drug or appliance and the quantity prescribed.Sometimes called the "Net Ingredient Cost" (NIC).The basic price is given either in the Drug Tariff or is determined from prices published by manufacturers, wholesalers or suppliers. Basic price is set out in Parts 8 and 9 of the Drug Tariff. For any drugs or appliances not in Part 8, the price is usually taken from the manufacturer, wholesaler or supplier of the product.\',u\'name\': u\'NIC\', u\'type\': u\'number\', u\'format\': u\'default\'},{u\'title\': u\'Actual Cost\',u\'description\': u\'In GBP. The basic cost after adjustment for the national average discount and some payments to the dispenser.See notes for details of the calculation. The calculation is:Net Ingredient Cost - National Average Discount Percentage + (payment for consumables + out of pocket expenses + payment for containers)\',u\'name\': u\'ACTUAL_COST\', u\'type\': u\'number\', u\'format\': u\'default\'},{u\'title\': u\'Unidentified\',u\'description\': u\'This field shows data from prescription forms that could not be allocated to a Practice. Please see the guidance notes for a more detailed explanation of this field, and its uses.\',u\'name\': u\'UNIDENTIFIED\', u\'type\': u\'string\', u\'format\': u\'default\'},{u\'title\': u\'Presentation SNOMED code\',u\'description\': u\'A SNOMED CT (Systemised Nomenclature of Medicine Clinical Terms) is a clinical vocabulary readable by computers. The SNOMED code contained within the data is a unique identifier for each Medicinal Product (both VMP and AMP level). The identifier will not be re-used and or allocated to another presentation.\',u\'name\': u\'SNOMED_CODE\', u\'type\': u\'number\', u\'format\': u\'default\'}], u\'missingValues\': [u\'\']}', 'bq_table_name': 'EPD_SNOMED_202309', 'hash': 'd29e538f5baf7216f9231790fa615c404038d839a687d2025e1dc845596b6fea', 'description': '', 'format': 'CSV', 'mimetype_inner': None, 'url_type': 'upload', 'mimetype': 'text/csv', 'cache_url': None, 'name': 'EPD_SNOMED_202309', 'created': '2023-11-20T13:51:58.089435', 'url': 'https://opendata.nhsbsa.net/dataset/906115a6-4155-44be-8b81-f8e83cebfb84/resource/7470b1e8-bf54-4cb2-a7bb-7b6133d45459/download/epd_snomed_202309.csv', 'last_modified': '2023-11-20T13:51:57.939009', 'position': 34, 'revision_id': 'aed266fd-d148-4149-ac32-1063af92a5e4', 'resource_type': None}, {'cache_last_updated': None, 'package_id': '906115a6-4155-44be-8b81-f8e83cebfb84', 'datastore_active': 'true', 'id': 'f4cbbd4e-02c0-4f5e-83e7-407997877f37', 'size': 7219535513, 'title': 'English Prescribing Dataset (EPD) with SNOMED code - Oct 2023', 'restricted': '{level: public}', 'encoding': 'utf8', 'state': 'active', 'sha256': '12ffe914cbb1f1a8890166a9baacaf7cfe5cee29613a395265939ab46ce76d0d', 'zip_url': 'https://83025b28472d6aa2bf5ae59f3724aa78.eu.r2.cloudflarestorage.com/dx-nhs-production/DATOPIAN_DATA/EPD_SNOMED_202310.ZIP?response-content-disposition=filename%3DEPD_SNOMED_202310.ZIP&X-Amz-Algorithm=AWS4-HMAC-SHA256&X-Amz-Expires=3600&X-Amz-Credential=d1d532dd4244a61845b7ea3d94bcd4d9%2F20240528%2Fus-east-1%2Fs3%2Faws4_request&X-Amz-SignedHeaders=host&X-Amz-Date=20240528T140339Z&X-Amz-Signature=4838b6042c5194b284ef598f7d5d160bd0be513790b9b515924e14bb10224371', 'lfs_prefix': 'experimental-data-sets/english-prescribing-dataset-epd-with-snomed-code', 'schema': '{u\'fields\': [{u\'title\': u\'Year and Month as YYYYMM\',u\'description\': u\'Example: 201401\',u\'name\': u\'YEAR_MONTH\', u\'type\': u\'number\', u\'format\': u\'default\'},{u\'title\': u\'Regional Office Name\',u\'description\': u\'The name given to a geographical region by NHS England. Each region supports local systems to provide more joined up and care for patients.\',u\'name\': u\'REGIONAL_OFFICE_NAME\', u\'type\': u\'string\', u\'format\': u\'default\'},{u\'title\': u\'Regional Office Code\',u\'description\': u\'The unique code used to refer to a Regional Office.\',u\'name\': u\'REGIONAL_OFFICE_CODE\', u\'type\': u\'string\', u\'format\': u\'default\'},{u\'title\': u\'Integrated Care Board (ICB) Name\',u\'description\': u\'The name given to a geographical statutory organisation by NHS England that is a smaller division of a Region.\',u\'name\': u\'ICB_NAME\', u\'type\': u\'string\', u\'format\': u\'default\'},{u\'title\': u\'Integrated Care Board (ICB) Code\',u\'description\': u\'The unique code used to refer to an ICB.\',u\'name\': u\'ICB_CODE\', u\'type\': u\'string\', u\'format\': u\'default\'},{u\'title\': u\'Primary Care Organisation Name\',u\'description\': u\'An NHS organisation that commissions or provides care services involving prescriptions that are dispensed in the community. For example: a Sub Integrated Care Board Location (SICBL), an NHS Trust.\',u\'name\': u\'PCO_NAME\', u\'type\': u\'string\', u\'format\': u\'default\'},{u\'title\': u\'Primary Care Organisation Code\',u\'description\': u\'The unique code used to refer to a Primary Care Organisation.\',u\'name\': u\'PCO_CODE\', u\'type\': u\'string\', u\'format\': u\'default\'},{u\'title\': u\'Practice Name\',u\'description\': u\'The name of an organisation that employs one or more prescribers who issue prescriptions that may be dispensed in the community. For example:a GP Practice, an Out-of-Hours service, a hospital department within an NHS Trust.\',u\'name\': u\'PRACTICE_NAME\', u\'type\': u\'string\', u\'format\': u\'default\'},{u\'title\': u\'Practice Code\',u\'description\': u\'The unique code used to refer to a Practice.\',u\'name\': u\'PRACTICE_CODE\', u\'type\': u\'string\', u\'format\': u\'default\'},{u\'title\': u\'Address Field 1\',u\'description\': u\'The Address used by a Practice. This data is supplied by Primary Care Support England (PSCE), NHS England ICBs or the SICBL, whenever a new practice is opened or if a change of details is required.\',u\'name\': u\'ADDRESS_1\', u\'type\': u\'string\', u\'format\': u\'default\'},{u\'title\': u\'Address Field 2\',u\'description\': u\'The Address used by a Practice. This data is supplied by Primary Care Support England (PSCE), NHS England ICBs or the SICBL, whenever a new practice is opened or if a change of details is required.\',u\'name\': u\'ADDRESS_2\', u\'type\': u\'string\', u\'format\': u\'default\'},{u\'title\': u\'Address Field 3\',u\'description\': u\'The Address used by a Practice. This data is supplied by Primary Care Support England (PSCE), NHS England ICBs or the SICBL, whenever a new practice is opened or if a change of details is required.\',u\'name\': u\'ADDRESS_3\', u\'type\': u\'string\', u\'format\': u\'default\'},{u\'title\': u\'Address Field 4\',u\'description\': u\'The Address used by a Practice. This data is supplied by Primary Care Support England (PSCE), NHS England ICBs or the SICBL, whenever a new practice is opened or if a change of details is required.\',u\'name\': u\'ADDRESS_4\', u\'type\': u\'string\', u\'format\': u\'default\'},{u\'title\': u\'Post Code\',u\'description\': u\'The Address used by a Practice. This data is supplied by Primary Care Support England (PSCE), NHS England ICBs or the SICBL, whenever a new practice is opened or if a change of details is required.\',u\'name\': u\'POSTCODE\', u\'type\': u\'string\', u\'format\': u\'default\'},{u\'title\': u\'British National Formulary (BNF) Chemical Substance Code\',u\'description\': u\'A unique code used to refer to a BNF Chemical Substance.For example, 0501013B0\',u\'name\': u\'BNF_CHEMICAL_SUBSTANCE\', u\'type\': u\'string\', u\'format\': u\'default\'},{u\'title\': u\'British National Formulary (BNF) Chemical Substance Description\',u\'description\': u\'The name of the main active ingredient in a drug or the type of an appliance. Determined by the British National Formulatory (BNF) for drugs, or the NHS BSA for appliances. For example, Amoxicillin\',u\'name\': u\'CHEMICAL_SUBSTANCE_BNF_DESCR\', u\'type\': u\'string\', u\'format\': u\'default\'},{u\'title\': u\'British National Formulary (BNF) Code\',u\'description\': u\'The unique code used to refer to a BNF Presentation. For example, 0501013B0AAABAB\',u\'name\': u\'BNF_CODE\', u\'type\': u\'string\', u\'format\': u\'default\'},{u\'title\': u\'British National Formulary (BNF) Description\',u\'description\': u\'The name given to the specific type, strength, and formulation of a drug; or, the specific type of an appliance. For example, Amoxicillin 500mg capsules\',u\'name\': u\'BNF_DESCRIPTION\', u\'type\': u\'string\', u\'format\': u\'default\'},{u\'title\': u\'British National Formulary (BNF) Description\',u\'description\': u\'The name given to a British National Formulatory (BNF) Chapter that includes the prescribed product. Includes the numerical code used to refer to the chapter.For example, 05: Infections\',u\'name\': u\'BNF_CHAPTER_PLUS_CODE\', u\'type\': u\'string\', u\'format\': u\'default\'},{u\'title\': u\'Quantity\',u\'description\': u\'The quantity of a medicine, dressing or appliance for which an individual item was prescribed and dispensed, for each BNF Presentation. This represents a pseudo pack size, to illustrate the typical range of prescribed quantities of a given presentation. For example, a quantity of 28 for Amoxicillin 500mg capsules means that the pack size dispensed was 28 capsules.\',u\'name\': u\'QUANTITY\', u\'type\': u\'number\', u\'format\': u\'default\'},{u\'title\': u\'Items\',u\'description\': u\'The number of times a product appears on a prescription form. Prescription forms include both paper prescriptions and electronic messages.\',u\'name\': u\'ITEMS\', u\'type\': u\'number\', u\'format\': u\'default\'},{u\'title\': u\'Total Quantity\',u\'description\': u\'The total quantity of a drug or appliance that was prescribed.This is calculated by multiplying Quantity by Items. For example, if 2 items of Amoxicillin 500mg capsules with a quantity of 28 were prescribed, total quantity will be 56.\',u\'name\': u\'TOTAL_QUANTITY\', u\'type\': u\'number\', u\'format\': u\'default\'},{u\'title\': u\'Average Daily Quantity (ADQ)\',u\'description\': u\'Average Daily Quantity (ADQ) is the typical daily dose of a medication, prescribed to adult patients by GP Practices.This field shows the quantity prescribed multiplied by the strength, which is then divided by the Average Daily Quantity value.\',u\'name\': u\'ADQUSAGE\', u\'type\': u\'number\', u\'format\': u\'default\'},{u\'title\': u\'Net Ingredient Cost (NIC)\',u\'description\': u\'In GBP. The amount that would be paid using the basic price of the prescribed drug or appliance and the quantity prescribed.Sometimes called the "Net Ingredient Cost" (NIC).The basic price is given either in the Drug Tariff or is determined from prices published by manufacturers, wholesalers or suppliers. Basic price is set out in Parts 8 and 9 of the Drug Tariff. For any drugs or appliances not in Part 8, the price is usually taken from the manufacturer, wholesaler or supplier of the product.\',u\'name\': u\'NIC\', u\'type\': u\'number\', u\'format\': u\'default\'},{u\'title\': u\'Actual Cost\',u\'description\': u\'In GBP. The basic cost after adjustment for the national average discount and some payments to the dispenser.See notes for details of the calculation. The calculation is:Net Ingredient Cost - National Average Discount Percentage + (payment for consumables + out of pocket expenses + payment for containers)\',u\'name\': u\'ACTUAL_COST\', u\'type\': u\'number\', u\'format\': u\'default\'},{u\'title\': u\'Unidentified\',u\'description\': u\'This field shows data from prescription forms that could not be allocated to a Practice. Please see the guidance notes for a more detailed explanation of this field, and its uses.\',u\'name\': u\'UNIDENTIFIED\', u\'type\': u\'string\', u\'format\': u\'default\'},{u\'title\': u\'Presentation SNOMED code\',u\'description\': u\'A SNOMED CT (Systemised Nomenclature of Medicine Clinical Terms) is a clinical vocabulary readable by computers. The SNOMED code contained within the data is a unique identifier for each Medicinal Product (both VMP and AMP level). The identifier will not be re-used and or allocated to another presentation.\',u\'name\': u\'SNOMED_CODE\', u\'type\': u\'number\', u\'format\': u\'default\'}], u\'missingValues\': [u\'\']}', 'bq_table_name': 'EPD_SNOMED_202310', 'hash': '12ffe914cbb1f1a8890166a9baacaf7cfe5cee29613a395265939ab46ce76d0d', 'description': '', 'format': 'CSV', 'mimetype_inner': None, 'url_type': 'upload', 'mimetype': 'text/csv', 'cache_url': None, 'name': 'EPD_SNOMED_202310', 'created': '2023-12-15T10:29:14.727375', 'url': 'https://opendata.nhsbsa.net/dataset/906115a6-4155-44be-8b81-f8e83cebfb84/resource/f4cbbd4e-02c0-4f5e-83e7-407997877f37/download/epd_snomed_202310.csv', 'last_modified': '2023-12-15T10:29:14.488785', 'position': 35, 'revision_id': 'aed266fd-d148-4149-ac32-1063af92a5e4', 'resource_type': None}, {'cache_last_updated': None, 'package_id': '906115a6-4155-44be-8b81-f8e83cebfb84', 'datastore_active': 'true', 'id': '36c67aba-0ba4-402e-9182-f30a8cd9b138', 'size': 7266791481, 'title': 'English Prescribing Dataset (EPD) with SNOMED code - Nov 2023', 'restricted': '{level: public}', 'encoding': 'utf8', 'state': 'active', 'sha256': '89934578d8cf1101fae5147d5d685ef9acf37cfefc404f87ee98a73acbfbe1d1', 'zip_url': 'https://83025b28472d6aa2bf5ae59f3724aa78.eu.r2.cloudflarestorage.com/dx-nhs-production/DATOPIAN_DATA/EPD_SNOMED_202311.ZIP?response-content-disposition=filename%3DEPD_SNOMED_202311.ZIP&X-Amz-Algorithm=AWS4-HMAC-SHA256&X-Amz-Expires=3600&X-Amz-Credential=d1d532dd4244a61845b7ea3d94bcd4d9%2F20240528%2Fus-east-1%2Fs3%2Faws4_request&X-Amz-SignedHeaders=host&X-Amz-Date=20240528T140339Z&X-Amz-Signature=502b746dd417dd0dece5fd6b8cf313fd34523b5af84e53bdfab6a46646ce7199', 'lfs_prefix': 'experimental-data-sets/english-prescribing-dataset-epd-with-snomed-code', 'schema': '{u\'fields\': [{u\'title\': u\'Year and Month as YYYYMM\',u\'description\': u\'Example: 201401\',u\'name\': u\'YEAR_MONTH\', u\'type\': u\'number\', u\'format\': u\'default\'},{u\'title\': u\'Regional Office Name\',u\'description\': u\'The name given to a geographical region by NHS England. Each region supports local systems to provide more joined up and care for patients.\',u\'name\': u\'REGIONAL_OFFICE_NAME\', u\'type\': u\'string\', u\'format\': u\'default\'},{u\'title\': u\'Regional Office Code\',u\'description\': u\'The unique code used to refer to a Regional Office.\',u\'name\': u\'REGIONAL_OFFICE_CODE\', u\'type\': u\'string\', u\'format\': u\'default\'},{u\'title\': u\'Integrated Care Board (ICB) Name\',u\'description\': u\'The name given to a geographical statutory organisation by NHS England that is a smaller division of a Region.\',u\'name\': u\'ICB_NAME\', u\'type\': u\'string\', u\'format\': u\'default\'},{u\'title\': u\'Integrated Care Board (ICB) Code\',u\'description\': u\'The unique code used to refer to an ICB.\',u\'name\': u\'ICB_CODE\', u\'type\': u\'string\', u\'format\': u\'default\'},{u\'title\': u\'Primary Care Organisation Name\',u\'description\': u\'An NHS organisation that commissions or provides care services involving prescriptions that are dispensed in the community. For example: a Sub Integrated Care Board Location (SICBL), an NHS Trust.\',u\'name\': u\'PCO_NAME\', u\'type\': u\'string\', u\'format\': u\'default\'},{u\'title\': u\'Primary Care Organisation Code\',u\'description\': u\'The unique code used to refer to a Primary Care Organisation.\',u\'name\': u\'PCO_CODE\', u\'type\': u\'string\', u\'format\': u\'default\'},{u\'title\': u\'Practice Name\',u\'description\': u\'The name of an organisation that employs one or more prescribers who issue prescriptions that may be dispensed in the community. For example:a GP Practice, an Out-of-Hours service, a hospital department within an NHS Trust.\',u\'name\': u\'PRACTICE_NAME\', u\'type\': u\'string\', u\'format\': u\'default\'},{u\'title\': u\'Practice Code\',u\'description\': u\'The unique code used to refer to a Practice.\',u\'name\': u\'PRACTICE_CODE\', u\'type\': u\'string\', u\'format\': u\'default\'},{u\'title\': u\'Address Field 1\',u\'description\': u\'The Address used by a Practice. This data is supplied by Primary Care Support England (PSCE), NHS England ICBs or the SICBL, whenever a new practice is opened or if a change of details is required.\',u\'name\': u\'ADDRESS_1\', u\'type\': u\'string\', u\'format\': u\'default\'},{u\'title\': u\'Address Field 2\',u\'description\': u\'The Address used by a Practice. This data is supplied by Primary Care Support England (PSCE), NHS England ICBs or the SICBL, whenever a new practice is opened or if a change of details is required.\',u\'name\': u\'ADDRESS_2\', u\'type\': u\'string\', u\'format\': u\'default\'},{u\'title\': u\'Address Field 3\',u\'description\': u\'The Address used by a Practice. This data is supplied by Primary Care Support England (PSCE), NHS England ICBs or the SICBL, whenever a new practice is opened or if a change of details is required.\',u\'name\': u\'ADDRESS_3\', u\'type\': u\'string\', u\'format\': u\'default\'},{u\'title\': u\'Address Field 4\',u\'description\': u\'The Address used by a Practice. This data is supplied by Primary Care Support England (PSCE), NHS England ICBs or the SICBL, whenever a new practice is opened or if a change of details is required.\',u\'name\': u\'ADDRESS_4\', u\'type\': u\'string\', u\'format\': u\'default\'},{u\'title\': u\'Post Code\',u\'description\': u\'The Address used by a Practice. This data is supplied by Primary Care Support England (PSCE), NHS England ICBs or the SICBL, whenever a new practice is opened or if a change of details is required.\',u\'name\': u\'POSTCODE\', u\'type\': u\'string\', u\'format\': u\'default\'},{u\'title\': u\'British National Formulary (BNF) Chemical Substance Code\',u\'description\': u\'A unique code used to refer to a BNF Chemical Substance.For example, 0501013B0\',u\'name\': u\'BNF_CHEMICAL_SUBSTANCE\', u\'type\': u\'string\', u\'format\': u\'default\'},{u\'title\': u\'British National Formulary (BNF) Chemical Substance Description\',u\'description\': u\'The name of the main active ingredient in a drug or the type of an appliance. Determined by the British National Formulatory (BNF) for drugs, or the NHS BSA for appliances. For example, Amoxicillin\',u\'name\': u\'CHEMICAL_SUBSTANCE_BNF_DESCR\', u\'type\': u\'string\', u\'format\': u\'default\'},{u\'title\': u\'British National Formulary (BNF) Code\',u\'description\': u\'The unique code used to refer to a BNF Presentation. For example, 0501013B0AAABAB\',u\'name\': u\'BNF_CODE\', u\'type\': u\'string\', u\'format\': u\'default\'},{u\'title\': u\'British National Formulary (BNF) Description\',u\'description\': u\'The name given to the specific type, strength, and formulation of a drug; or, the specific type of an appliance. For example, Amoxicillin 500mg capsules\',u\'name\': u\'BNF_DESCRIPTION\', u\'type\': u\'string\', u\'format\': u\'default\'},{u\'title\': u\'British National Formulary (BNF) Description\',u\'description\': u\'The name given to a British National Formulatory (BNF) Chapter that includes the prescribed product. Includes the numerical code used to refer to the chapter.For example, 05: Infections\',u\'name\': u\'BNF_CHAPTER_PLUS_CODE\', u\'type\': u\'string\', u\'format\': u\'default\'},{u\'title\': u\'Quantity\',u\'description\': u\'The quantity of a medicine, dressing or appliance for which an individual item was prescribed and dispensed, for each BNF Presentation. This represents a pseudo pack size, to illustrate the typical range of prescribed quantities of a given presentation. For example, a quantity of 28 for Amoxicillin 500mg capsules means that the pack size dispensed was 28 capsules.\',u\'name\': u\'QUANTITY\', u\'type\': u\'number\', u\'format\': u\'default\'},{u\'title\': u\'Items\',u\'description\': u\'The number of times a product appears on a prescription form. Prescription forms include both paper prescriptions and electronic messages.\',u\'name\': u\'ITEMS\', u\'type\': u\'number\', u\'format\': u\'default\'},{u\'title\': u\'Total Quantity\',u\'description\': u\'The total quantity of a drug or appliance that was prescribed.This is calculated by multiplying Quantity by Items. For example, if 2 items of Amoxicillin 500mg capsules with a quantity of 28 were prescribed, total quantity will be 56.\',u\'name\': u\'TOTAL_QUANTITY\', u\'type\': u\'number\', u\'format\': u\'default\'},{u\'title\': u\'Average Daily Quantity (ADQ)\',u\'description\': u\'Average Daily Quantity (ADQ) is the typical daily dose of a medication, prescribed to adult patients by GP Practices.This field shows the quantity prescribed multiplied by the strength, which is then divided by the Average Daily Quantity value.\',u\'name\': u\'ADQUSAGE\', u\'type\': u\'number\', u\'format\': u\'default\'},{u\'title\': u\'Net Ingredient Cost (NIC)\',u\'description\': u\'In GBP. The amount that would be paid using the basic price of the prescribed drug or appliance and the quantity prescribed.Sometimes called the "Net Ingredient Cost" (NIC).The basic price is given either in the Drug Tariff or is determined from prices published by manufacturers, wholesalers or suppliers. Basic price is set out in Parts 8 and 9 of the Drug Tariff. For any drugs or appliances not in Part 8, the price is usually taken from the manufacturer, wholesaler or supplier of the product.\',u\'name\': u\'NIC\', u\'type\': u\'number\', u\'format\': u\'default\'},{u\'title\': u\'Actual Cost\',u\'description\': u\'In GBP. The basic cost after adjustment for the national average discount and some payments to the dispenser.See notes for details of the calculation. The calculation is:Net Ingredient Cost - National Average Discount Percentage + (payment for consumables + out of pocket expenses + payment for containers)\',u\'name\': u\'ACTUAL_COST\', u\'type\': u\'number\', u\'format\': u\'default\'},{u\'title\': u\'Unidentified\',u\'description\': u\'This field shows data from prescription forms that could not be allocated to a Practice. Please see the guidance notes for a more detailed explanation of this field, and its uses.\',u\'name\': u\'UNIDENTIFIED\', u\'type\': u\'string\', u\'format\': u\'default\'},{u\'title\': u\'Presentation SNOMED code\',u\'description\': u\'A SNOMED CT (Systemised Nomenclature of Medicine Clinical Terms) is a clinical vocabulary readable by computers. The SNOMED code contained within the data is a unique identifier for each Medicinal Product (both VMP and AMP level). The identifier will not be re-used and or allocated to another presentation.\',u\'name\': u\'SNOMED_CODE\', u\'type\': u\'number\', u\'format\': u\'default\'}], u\'missingValues\': [u\'\']}', 'bq_table_name': 'EPD_SNOMED_202311', 'hash': '89934578d8cf1101fae5147d5d685ef9acf37cfefc404f87ee98a73acbfbe1d1', 'description': '', 'format': 'CSV', 'mimetype_inner': None, 'url_type': 'upload', 'mimetype': 'text/csv', 'cache_url': None, 'name': 'EPD_SNOMED_202311', 'created': '2024-01-22T08:24:39.200752', 'url': 'https://opendata.nhsbsa.net/dataset/906115a6-4155-44be-8b81-f8e83cebfb84/resource/36c67aba-0ba4-402e-9182-f30a8cd9b138/download/epd_snomed_202311.csv', 'last_modified': '2024-01-22T08:24:39.200752', 'position': 36, 'revision_id': 'aed266fd-d148-4149-ac32-1063af92a5e4', 'resource_type': None}, {'cache_last_updated': None, 'package_id': '906115a6-4155-44be-8b81-f8e83cebfb84', 'datastore_active': 'true', 'id': 'bb27b92e-f839-48f9-befc-5840964cc974', 'size': 7203284618, 'title': 'English Prescribing Dataset (EPD) with SNOMED code - Dec 2023', 'restricted': '{level: public}', 'encoding': 'utf8', 'state': 'active', 'sha256': '579fbacd96e33ee07f24fad8ec12b977eae2aeafe4ac3ed5869f6ea0179cfc11', 'zip_url': 'https://83025b28472d6aa2bf5ae59f3724aa78.eu.r2.cloudflarestorage.com/dx-nhs-production/DATOPIAN_DATA/EPD_SNOMED_202312.ZIP?response-content-disposition=filename%3DEPD_SNOMED_202312.ZIP&X-Amz-Algorithm=AWS4-HMAC-SHA256&X-Amz-Expires=3600&X-Amz-Credential=d1d532dd4244a61845b7ea3d94bcd4d9%2F20240528%2Fus-east-1%2Fs3%2Faws4_request&X-Amz-SignedHeaders=host&X-Amz-Date=20240528T140339Z&X-Amz-Signature=b30df709c2c584024df369e90ad780515ae8d1996327ac4602a66d1f07ebd479', 'lfs_prefix': 'experimental-data-sets/english-prescribing-dataset-epd-with-snomed-code', 'schema': '{u\'fields\': [{u\'title\': u\'Year and Month as YYYYMM\',u\'description\': u\'Example: 201401\',u\'name\': u\'YEAR_MONTH\', u\'type\': u\'number\', u\'format\': u\'default\'},{u\'title\': u\'Regional Office Name\',u\'description\': u\'The name given to a geographical region by NHS England. Each region supports local systems to provide more joined up and care for patients.\',u\'name\': u\'REGIONAL_OFFICE_NAME\', u\'type\': u\'string\', u\'format\': u\'default\'},{u\'title\': u\'Regional Office Code\',u\'description\': u\'The unique code used to refer to a Regional Office.\',u\'name\': u\'REGIONAL_OFFICE_CODE\', u\'type\': u\'string\', u\'format\': u\'default\'},{u\'title\': u\'Integrated Care Board (ICB) Name\',u\'description\': u\'The name given to a geographical statutory organisation by NHS England that is a smaller division of a Region.\',u\'name\': u\'ICB_NAME\', u\'type\': u\'string\', u\'format\': u\'default\'},{u\'title\': u\'Integrated Care Board (ICB) Code\',u\'description\': u\'The unique code used to refer to an ICB.\',u\'name\': u\'ICB_CODE\', u\'type\': u\'string\', u\'format\': u\'default\'},{u\'title\': u\'Primary Care Organisation Name\',u\'description\': u\'An NHS organisation that commissions or provides care services involving prescriptions that are dispensed in the community. For example: a Sub Integrated Care Board Location (SICBL), an NHS Trust.\',u\'name\': u\'PCO_NAME\', u\'type\': u\'string\', u\'format\': u\'default\'},{u\'title\': u\'Primary Care Organisation Code\',u\'description\': u\'The unique code used to refer to a Primary Care Organisation.\',u\'name\': u\'PCO_CODE\', u\'type\': u\'string\', u\'format\': u\'default\'},{u\'title\': u\'Practice Name\',u\'description\': u\'The name of an organisation that employs one or more prescribers who issue prescriptions that may be dispensed in the community. For example:a GP Practice, an Out-of-Hours service, a hospital department within an NHS Trust.\',u\'name\': u\'PRACTICE_NAME\', u\'type\': u\'string\', u\'format\': u\'default\'},{u\'title\': u\'Practice Code\',u\'description\': u\'The unique code used to refer to a Practice.\',u\'name\': u\'PRACTICE_CODE\', u\'type\': u\'string\', u\'format\': u\'default\'},{u\'title\': u\'Address Field 1\',u\'description\': u\'The Address used by a Practice. This data is supplied by Primary Care Support England (PSCE), NHS England ICBs or the SICBL, whenever a new practice is opened or if a change of details is required.\',u\'name\': u\'ADDRESS_1\', u\'type\': u\'string\', u\'format\': u\'default\'},{u\'title\': u\'Address Field 2\',u\'description\': u\'The Address used by a Practice. This data is supplied by Primary Care Support England (PSCE), NHS England ICBs or the SICBL, whenever a new practice is opened or if a change of details is required.\',u\'name\': u\'ADDRESS_2\', u\'type\': u\'string\', u\'format\': u\'default\'},{u\'title\': u\'Address Field 3\',u\'description\': u\'The Address used by a Practice. This data is supplied by Primary Care Support England (PSCE), NHS England ICBs or the SICBL, whenever a new practice is opened or if a change of details is required.\',u\'name\': u\'ADDRESS_3\', u\'type\': u\'string\', u\'format\': u\'default\'},{u\'title\': u\'Address Field 4\',u\'description\': u\'The Address used by a Practice. This data is supplied by Primary Care Support England (PSCE), NHS England ICBs or the SICBL, whenever a new practice is opened or if a change of details is required.\',u\'name\': u\'ADDRESS_4\', u\'type\': u\'string\', u\'format\': u\'default\'},{u\'title\': u\'Post Code\',u\'description\': u\'The Address used by a Practice. This data is supplied by Primary Care Support England (PSCE), NHS England ICBs or the SICBL, whenever a new practice is opened or if a change of details is required.\',u\'name\': u\'POSTCODE\', u\'type\': u\'string\', u\'format\': u\'default\'},{u\'title\': u\'British National Formulary (BNF) Chemical Substance Code\',u\'description\': u\'A unique code used to refer to a BNF Chemical Substance.For example, 0501013B0\',u\'name\': u\'BNF_CHEMICAL_SUBSTANCE\', u\'type\': u\'string\', u\'format\': u\'default\'},{u\'title\': u\'British National Formulary (BNF) Chemical Substance Description\',u\'description\': u\'The name of the main active ingredient in a drug or the type of an appliance. Determined by the British National Formulatory (BNF) for drugs, or the NHS BSA for appliances. For example, Amoxicillin\',u\'name\': u\'CHEMICAL_SUBSTANCE_BNF_DESCR\', u\'type\': u\'string\', u\'format\': u\'default\'},{u\'title\': u\'British National Formulary (BNF) Code\',u\'description\': u\'The unique code used to refer to a BNF Presentation. For example, 0501013B0AAABAB\',u\'name\': u\'BNF_CODE\', u\'type\': u\'string\', u\'format\': u\'default\'},{u\'title\': u\'British National Formulary (BNF) Description\',u\'description\': u\'The name given to the specific type, strength, and formulation of a drug; or, the specific type of an appliance. For example, Amoxicillin 500mg capsules\',u\'name\': u\'BNF_DESCRIPTION\', u\'type\': u\'string\', u\'format\': u\'default\'},{u\'title\': u\'British National Formulary (BNF) Description\',u\'description\': u\'The name given to a British National Formulatory (BNF) Chapter that includes the prescribed product. Includes the numerical code used to refer to the chapter.For example, 05: Infections\',u\'name\': u\'BNF_CHAPTER_PLUS_CODE\', u\'type\': u\'string\', u\'format\': u\'default\'},{u\'title\': u\'Quantity\',u\'description\': u\'The quantity of a medicine, dressing or appliance for which an individual item was prescribed and dispensed, for each BNF Presentation. This represents a pseudo pack size, to illustrate the typical range of prescribed quantities of a given presentation. For example, a quantity of 28 for Amoxicillin 500mg capsules means that the pack size dispensed was 28 capsules.\',u\'name\': u\'QUANTITY\', u\'type\': u\'number\', u\'format\': u\'default\'},{u\'title\': u\'Items\',u\'description\': u\'The number of times a product appears on a prescription form. Prescription forms include both paper prescriptions and electronic messages.\',u\'name\': u\'ITEMS\', u\'type\': u\'number\', u\'format\': u\'default\'},{u\'title\': u\'Total Quantity\',u\'description\': u\'The total quantity of a drug or appliance that was prescribed.This is calculated by multiplying Quantity by Items. For example, if 2 items of Amoxicillin 500mg capsules with a quantity of 28 were prescribed, total quantity will be 56.\',u\'name\': u\'TOTAL_QUANTITY\', u\'type\': u\'number\', u\'format\': u\'default\'},{u\'title\': u\'Average Daily Quantity (ADQ)\',u\'description\': u\'Average Daily Quantity (ADQ) is the typical daily dose of a medication, prescribed to adult patients by GP Practices.This field shows the quantity prescribed multiplied by the strength, which is then divided by the Average Daily Quantity value.\',u\'name\': u\'ADQUSAGE\', u\'type\': u\'number\', u\'format\': u\'default\'},{u\'title\': u\'Net Ingredient Cost (NIC)\',u\'description\': u\'In GBP. The amount that would be paid using the basic price of the prescribed drug or appliance and the quantity prescribed.Sometimes called the "Net Ingredient Cost" (NIC).The basic price is given either in the Drug Tariff or is determined from prices published by manufacturers, wholesalers or suppliers. Basic price is set out in Parts 8 and 9 of the Drug Tariff. For any drugs or appliances not in Part 8, the price is usually taken from the manufacturer, wholesaler or supplier of the product.\',u\'name\': u\'NIC\', u\'type\': u\'number\', u\'format\': u\'default\'},{u\'title\': u\'Actual Cost\',u\'description\': u\'In GBP. The basic cost after adjustment for the national average discount and some payments to the dispenser.See notes for details of the calculation. The calculation is:Net Ingredient Cost - National Average Discount Percentage + (payment for consumables + out of pocket expenses + payment for containers)\',u\'name\': u\'ACTUAL_COST\', u\'type\': u\'number\', u\'format\': u\'default\'},{u\'title\': u\'Unidentified\',u\'description\': u\'This field shows data from prescription forms that could not be allocated to a Practice. Please see the guidance notes for a more detailed explanation of this field, and its uses.\',u\'name\': u\'UNIDENTIFIED\', u\'type\': u\'string\', u\'format\': u\'default\'},{u\'title\': u\'Presentation SNOMED code\',u\'description\': u\'A SNOMED CT (Systemised Nomenclature of Medicine Clinical Terms) is a clinical vocabulary readable by computers. The SNOMED code contained within the data is a unique identifier for each Medicinal Product (both VMP and AMP level). The identifier will not be re-used and or allocated to another presentation.\',u\'name\': u\'SNOMED_CODE\', u\'type\': u\'number\', u\'format\': u\'default\'}], u\'missingValues\': [u\'\']}', 'bq_table_name': 'EPD_SNOMED_202312', 'hash': '579fbacd96e33ee07f24fad8ec12b977eae2aeafe4ac3ed5869f6ea0179cfc11', 'description': '', 'format': 'CSV', 'mimetype_inner': None, 'url_type': 'upload', 'mimetype': 'text/csv', 'cache_url': None, 'name': 'EPD_SNOMED_202312', 'created': '2024-02-16T12:40:51.734042', 'url': 'https://opendata.nhsbsa.net/dataset/906115a6-4155-44be-8b81-f8e83cebfb84/resource/bb27b92e-f839-48f9-befc-5840964cc974/download/epd_snomed_202312.csv', 'last_modified': '2024-02-16T12:40:51.353282', 'position': 37, 'revision_id': 'aed266fd-d148-4149-ac32-1063af92a5e4', 'resource_type': None}, {'cache_last_updated': None, 'package_id': '906115a6-4155-44be-8b81-f8e83cebfb84', 'datastore_active': 'true', 'id': 'e43050cd-815b-478e-916a-91952448d5bf', 'size': 7330921367, 'title': 'English Prescribing Dataset (EPD) with SNOMED code - Jan 2024', 'restricted': '{level: public}', 'encoding': 'utf8', 'state': 'active', 'sha256': '7d7acfcab64bc516ec1a642a3e21ce6b4b6e9e328a4bcaf1df9a56a30480accb', 'zip_url': 'https://83025b28472d6aa2bf5ae59f3724aa78.eu.r2.cloudflarestorage.com/dx-nhs-production/DATOPIAN_DATA/EPD_SNOMED_202401.ZIP?response-content-disposition=filename%3DEPD_SNOMED_202401.ZIP&X-Amz-Algorithm=AWS4-HMAC-SHA256&X-Amz-Expires=3600&X-Amz-Credential=d1d532dd4244a61845b7ea3d94bcd4d9%2F20240528%2Fus-east-1%2Fs3%2Faws4_request&X-Amz-SignedHeaders=host&X-Amz-Date=20240528T140339Z&X-Amz-Signature=ab1a1168b3db260eb1cc64ee00cbddf8d11f94dca703ebb200191132ec2327fd', 'lfs_prefix': 'experimental-data-sets/english-prescribing-dataset-epd-with-snomed-code', 'schema': '{u\'fields\': [{u\'title\': u\'Year and Month as YYYYMM\',u\'description\': u\'Example: 201401\',u\'name\': u\'YEAR_MONTH\', u\'type\': u\'number\', u\'format\': u\'default\'},{u\'title\': u\'Regional Office Name\',u\'description\': u\'The name given to a geographical region by NHS England. Each region supports local systems to provide more joined up and care for patients.\',u\'name\': u\'REGIONAL_OFFICE_NAME\', u\'type\': u\'string\', u\'format\': u\'default\'},{u\'title\': u\'Regional Office Code\',u\'description\': u\'The unique code used to refer to a Regional Office.\',u\'name\': u\'REGIONAL_OFFICE_CODE\', u\'type\': u\'string\', u\'format\': u\'default\'},{u\'title\': u\'Integrated Care Board (ICB) Name\',u\'description\': u\'The name given to a geographical statutory organisation by NHS England that is a smaller division of a Region.\',u\'name\': u\'ICB_NAME\', u\'type\': u\'string\', u\'format\': u\'default\'},{u\'title\': u\'Integrated Care Board (ICB) Code\',u\'description\': u\'The unique code used to refer to an ICB.\',u\'name\': u\'ICB_CODE\', u\'type\': u\'string\', u\'format\': u\'default\'},{u\'title\': u\'Primary Care Organisation Name\',u\'description\': u\'An NHS organisation that commissions or provides care services involving prescriptions that are dispensed in the community. For example: a Sub Integrated Care Board Location (SICBL), an NHS Trust.\',u\'name\': u\'PCO_NAME\', u\'type\': u\'string\', u\'format\': u\'default\'},{u\'title\': u\'Primary Care Organisation Code\',u\'description\': u\'The unique code used to refer to a Primary Care Organisation.\',u\'name\': u\'PCO_CODE\', u\'type\': u\'string\', u\'format\': u\'default\'},{u\'title\': u\'Practice Name\',u\'description\': u\'The name of an organisation that employs one or more prescribers who issue prescriptions that may be dispensed in the community. For example:a GP Practice, an Out-of-Hours service, a hospital department within an NHS Trust.\',u\'name\': u\'PRACTICE_NAME\', u\'type\': u\'string\', u\'format\': u\'default\'},{u\'title\': u\'Practice Code\',u\'description\': u\'The unique code used to refer to a Practice.\',u\'name\': u\'PRACTICE_CODE\', u\'type\': u\'string\', u\'format\': u\'default\'},{u\'title\': u\'Address Field 1\',u\'description\': u\'The Address used by a Practice. This data is supplied by Primary Care Support England (PSCE), NHS England ICBs or the SICBL, whenever a new practice is opened or if a change of details is required.\',u\'name\': u\'ADDRESS_1\', u\'type\': u\'string\', u\'format\': u\'default\'},{u\'title\': u\'Address Field 2\',u\'description\': u\'The Address used by a Practice. This data is supplied by Primary Care Support England (PSCE), NHS England ICBs or the SICBL, whenever a new practice is opened or if a change of details is required.\',u\'name\': u\'ADDRESS_2\', u\'type\': u\'string\', u\'format\': u\'default\'},{u\'title\': u\'Address Field 3\',u\'description\': u\'The Address used by a Practice. This data is supplied by Primary Care Support England (PSCE), NHS England ICBs or the SICBL, whenever a new practice is opened or if a change of details is required.\',u\'name\': u\'ADDRESS_3\', u\'type\': u\'string\', u\'format\': u\'default\'},{u\'title\': u\'Address Field 4\',u\'description\': u\'The Address used by a Practice. This data is supplied by Primary Care Support England (PSCE), NHS England ICBs or the SICBL, whenever a new practice is opened or if a change of details is required.\',u\'name\': u\'ADDRESS_4\', u\'type\': u\'string\', u\'format\': u\'default\'},{u\'title\': u\'Post Code\',u\'description\': u\'The Address used by a Practice. This data is supplied by Primary Care Support England (PSCE), NHS England ICBs or the SICBL, whenever a new practice is opened or if a change of details is required.\',u\'name\': u\'POSTCODE\', u\'type\': u\'string\', u\'format\': u\'default\'},{u\'title\': u\'British National Formulary (BNF) Chemical Substance Code\',u\'description\': u\'A unique code used to refer to a BNF Chemical Substance.For example, 0501013B0\',u\'name\': u\'BNF_CHEMICAL_SUBSTANCE\', u\'type\': u\'string\', u\'format\': u\'default\'},{u\'title\': u\'British National Formulary (BNF) Chemical Substance Description\',u\'description\': u\'The name of the main active ingredient in a drug or the type of an appliance. Determined by the British National Formulatory (BNF) for drugs, or the NHS BSA for appliances. For example, Amoxicillin\',u\'name\': u\'CHEMICAL_SUBSTANCE_BNF_DESCR\', u\'type\': u\'string\', u\'format\': u\'default\'},{u\'title\': u\'British National Formulary (BNF) Code\',u\'description\': u\'The unique code used to refer to a BNF Presentation. For example, 0501013B0AAABAB\',u\'name\': u\'BNF_CODE\', u\'type\': u\'string\', u\'format\': u\'default\'},{u\'title\': u\'British National Formulary (BNF) Description\',u\'description\': u\'The name given to the specific type, strength, and formulation of a drug; or, the specific type of an appliance. For example, Amoxicillin 500mg capsules\',u\'name\': u\'BNF_DESCRIPTION\', u\'type\': u\'string\', u\'format\': u\'default\'},{u\'title\': u\'British National Formulary (BNF) Description\',u\'description\': u\'The name given to a British National Formulatory (BNF) Chapter that includes the prescribed product. Includes the numerical code used to refer to the chapter.For example, 05: Infections\',u\'name\': u\'BNF_CHAPTER_PLUS_CODE\', u\'type\': u\'string\', u\'format\': u\'default\'},{u\'title\': u\'Quantity\',u\'description\': u\'The quantity of a medicine, dressing or appliance for which an individual item was prescribed and dispensed, for each BNF Presentation. This represents a pseudo pack size, to illustrate the typical range of prescribed quantities of a given presentation. For example, a quantity of 28 for Amoxicillin 500mg capsules means that the pack size dispensed was 28 capsules.\',u\'name\': u\'QUANTITY\', u\'type\': u\'number\', u\'format\': u\'default\'},{u\'title\': u\'Items\',u\'description\': u\'The number of times a product appears on a prescription form. Prescription forms include both paper prescriptions and electronic messages.\',u\'name\': u\'ITEMS\', u\'type\': u\'number\', u\'format\': u\'default\'},{u\'title\': u\'Total Quantity\',u\'description\': u\'The total quantity of a drug or appliance that was prescribed.This is calculated by multiplying Quantity by Items. For example, if 2 items of Amoxicillin 500mg capsules with a quantity of 28 were prescribed, total quantity will be 56.\',u\'name\': u\'TOTAL_QUANTITY\', u\'type\': u\'number\', u\'format\': u\'default\'},{u\'title\': u\'Average Daily Quantity (ADQ)\',u\'description\': u\'Average Daily Quantity (ADQ) is the typical daily dose of a medication, prescribed to adult patients by GP Practices.This field shows the quantity prescribed multiplied by the strength, which is then divided by the Average Daily Quantity value.\',u\'name\': u\'ADQUSAGE\', u\'type\': u\'number\', u\'format\': u\'default\'},{u\'title\': u\'Net Ingredient Cost (NIC)\',u\'description\': u\'In GBP. The amount that would be paid using the basic price of the prescribed drug or appliance and the quantity prescribed.Sometimes called the "Net Ingredient Cost" (NIC).The basic price is given either in the Drug Tariff or is determined from prices published by manufacturers, wholesalers or suppliers. Basic price is set out in Parts 8 and 9 of the Drug Tariff. For any drugs or appliances not in Part 8, the price is usually taken from the manufacturer, wholesaler or supplier of the product.\',u\'name\': u\'NIC\', u\'type\': u\'number\', u\'format\': u\'default\'},{u\'title\': u\'Actual Cost\',u\'description\': u\'In GBP. The basic cost after adjustment for the national average discount and some payments to the dispenser.See notes for details of the calculation. The calculation is:Net Ingredient Cost - National Average Discount Percentage + (payment for consumables + out of pocket expenses + payment for containers)\',u\'name\': u\'ACTUAL_COST\', u\'type\': u\'number\', u\'format\': u\'default\'},{u\'title\': u\'Unidentified\',u\'description\': u\'This field shows data from prescription forms that could not be allocated to a Practice. Please see the guidance notes for a more detailed explanation of this field, and its uses.\',u\'name\': u\'UNIDENTIFIED\', u\'type\': u\'string\', u\'format\': u\'default\'},{u\'title\': u\'Presentation SNOMED code\',u\'description\': u\'A SNOMED CT (Systemised Nomenclature of Medicine Clinical Terms) is a clinical vocabulary readable by computers. The SNOMED code contained within the data is a unique identifier for each Medicinal Product (both VMP and AMP level). The identifier will not be re-used and or allocated to another presentation.\',u\'name\': u\'SNOMED_CODE\', u\'type\': u\'number\', u\'format\': u\'default\'}], u\'missingValues\': [u\'\']}', 'bq_table_name': 'EPD_SNOMED_202401', 'hash': '7d7acfcab64bc516ec1a642a3e21ce6b4b6e9e328a4bcaf1df9a56a30480accb', 'description': '', 'format': 'CSV', 'mimetype_inner': None, 'url_type': 'upload', 'mimetype': 'text/csv', 'cache_url': None, 'name': 'EPD_SNOMED_202401', 'created': '2024-03-18T14:32:17.202329', 'url': 'https://opendata.nhsbsa.net/dataset/906115a6-4155-44be-8b81-f8e83cebfb84/resource/e43050cd-815b-478e-916a-91952448d5bf/download/epd_snomed_202401.csv', 'last_modified': '2024-03-18T14:32:16.982254', 'position': 38, 'revision_id': 'aed266fd-d148-4149-ac32-1063af92a5e4', 'resource_type': None}, {'encoding': 'utf-8', 'sample': '{}', 'package_id': '906115a6-4155-44be-8b81-f8e83cebfb84', 'datastore_active': False, 'id': '93b7d85b-e734-406d-8406-67f169c803eb', 'bq_table_name': 'EPD_SNOMED_202402', 'size': 7155429235, 'title': 'English Prescribing Dataset (EPD) with SNOMED code - Feb 2024', 'restricted': '{"level": "public"}', 'cache_last_updated': None, 'state': 'active', 'sha256': 'dd59f248fb4f872f6b2bea952206fe44821e4254eb82ffec60a373b9495a9d72', 'zip_url': 'https://83025b28472d6aa2bf5ae59f3724aa78.eu.r2.cloudflarestorage.com/dx-nhs-production/DATOPIAN_DATA/EPD_202402.zip?response-content-disposition=filename%3DEPD_202402.zip&X-Amz-Algorithm=AWS4-HMAC-SHA256&X-Amz-Expires=3600&X-Amz-Credential=d1d532dd4244a61845b7ea3d94bcd4d9%2F20240528%2Fus-east-1%2Fs3%2Faws4_request&X-Amz-SignedHeaders=host&X-Amz-Date=20240528T140339Z&X-Amz-Signature=bcad01c127db3e60fed646a4011a8f4b3f81774f1deb5c67385c38e381c13e03', 'lfs_prefix': 'experimental-data-sets/english-prescribing-dataset-epd-with-snomed-code', 'schema': '{u\'fields\': [{u\'title\': u\'Year and Month as YYYYMM\', u\'type\': u\'number\', u\'description\': u\'Example: 201401\', u\'name\': u\'YEAR_MONTH\', u\'format\': u\'default\'}, {u\'title\': u\'Regional Office Name\', u\'type\': u\'string\', u\'description\': u\'The name given to a geographical region by NHS England. Each region supports local systems to provide more joined up and care for patients.\', u\'name\': u\'REGIONAL_OFFICE_NAME\', u\'format\': u\'default\'}, {u\'title\': u\'Regional Office Code\', u\'type\': u\'string\', u\'description\': u\'The unique code used to refer to a Regional Office.\', u\'name\': u\'REGIONAL_OFFICE_CODE\', u\'format\': u\'default\'}, {u\'title\': u\'Integrated Care Board (ICB) Name\', u\'type\': u\'string\', u\'description\': u\'The name given to a geographical statutory organisation by NHS England that is a smaller division of a Region.\', u\'name\': u\'ICB_NAME\', u\'format\': u\'default\'}, {u\'title\': u\'Integrated Care Board (ICB) Code\', u\'type\': u\'string\', u\'description\': u\'The unique code used to refer to an ICB.\', u\'name\': u\'ICB_CODE\', u\'format\': u\'default\'}, {u\'title\': u\'Primary Care Organisation Name\', u\'type\': u\'string\', u\'description\': u\'An NHS organisation that commissions or provides care services involving prescriptions that are dispensed in the community. For example: a Sub Integrated Care Board Location (SICBL), an NHS Trust.\', u\'name\': u\'PCO_NAME\', u\'format\': u\'default\'}, {u\'title\': u\'Primary Care Organisation Code\', u\'type\': u\'string\', u\'description\': u\'The unique code used to refer to a Primary Care Organisation.\', u\'name\': u\'PCO_CODE\', u\'format\': u\'default\'}, {u\'title\': u\'Practice Name\', u\'type\': u\'string\', u\'description\': u\'The name of an organisation that employs one or more prescribers who issue prescriptions that may be dispensed in the community. For example:a GP Practice, an Out-of-Hours service, a hospital department within an NHS Trust.\', u\'name\': u\'PRACTICE_NAME\', u\'format\': u\'default\'}, {u\'title\': u\'Practice Code\', u\'type\': u\'string\', u\'description\': u\'The unique code used to refer to a Practice.\', u\'name\': u\'PRACTICE_CODE\', u\'format\': u\'default\'}, {u\'title\': u\'Address Field 1\', u\'type\': u\'string\', u\'description\': u\'The Address used by a Practice. This data is supplied by Primary Care Support England (PSCE), NHS England ICBs or the SICBL, whenever a new practice is opened or if a change of details is required.\', u\'name\': u\'ADDRESS_1\', u\'format\': u\'default\'}, {u\'title\': u\'Address Field 2\', u\'type\': u\'string\', u\'description\': u\'The Address used by a Practice. This data is supplied by Primary Care Support England (PSCE), NHS England ICBs or the SICBL, whenever a new practice is opened or if a change of details is required.\', u\'name\': u\'ADDRESS_2\', u\'format\': u\'default\'}, {u\'title\': u\'Address Field 3\', u\'type\': u\'string\', u\'description\': u\'The Address used by a Practice. This data is supplied by Primary Care Support England (PSCE), NHS England ICBs or the SICBL, whenever a new practice is opened or if a change of details is required.\', u\'name\': u\'ADDRESS_3\', u\'format\': u\'default\'}, {u\'title\': u\'Address Field 4\', u\'type\': u\'string\', u\'description\': u\'The Address used by a Practice. This data is supplied by Primary Care Support England (PSCE), NHS England ICBs or the SICBL, whenever a new practice is opened or if a change of details is required.\', u\'name\': u\'ADDRESS_4\', u\'format\': u\'default\'}, {u\'title\': u\'Post Code\', u\'type\': u\'string\', u\'description\': u\'The Address used by a Practice. This data is supplied by Primary Care Support England (PSCE), NHS England ICBs or the SICBL, whenever a new practice is opened or if a change of details is required.\', u\'name\': u\'POSTCODE\', u\'format\': u\'default\'}, {u\'title\': u\'British National Formulary (BNF) Chemical Substance Code\', u\'type\': u\'string\', u\'description\': u\'A unique code used to refer to a BNF Chemical Substance.For example, 0501013B0\', u\'name\': u\'BNF_CHEMICAL_SUBSTANCE\', u\'format\': u\'default\'}, {u\'title\': u\'British National Formulary (BNF) Chemical Substance Description\', u\'type\': u\'string\', u\'description\': u\'The name of the main active ingredient in a drug or the type of an appliance. Determined by the British National Formulatory (BNF) for drugs, or the NHS BSA for appliances. For example, Amoxicillin\', u\'name\': u\'CHEMICAL_SUBSTANCE_BNF_DESCR\', u\'format\': u\'default\'}, {u\'title\': u\'British National Formulary (BNF) Code\', u\'type\': u\'string\', u\'description\': u\'The unique code used to refer to a BNF Presentation. For example, 0501013B0AAABAB\', u\'name\': u\'BNF_CODE\', u\'format\': u\'default\'}, {u\'title\': u\'British National Formulary (BNF) Description\', u\'type\': u\'string\', u\'description\': u\'The name given to the specific type, strength, and formulation of a drug; or, the specific type of an appliance. For example, Amoxicillin 500mg capsules\', u\'name\': u\'BNF_DESCRIPTION\', u\'format\': u\'default\'}, {u\'title\': u\'British National Formulary (BNF) Description\', u\'type\': u\'string\', u\'description\': u\'The name given to a British National Formulatory (BNF) Chapter that includes the prescribed product. Includes the numerical code used to refer to the chapter.For example, 05: Infections\', u\'name\': u\'BNF_CHAPTER_PLUS_CODE\', u\'format\': u\'default\'}, {u\'title\': u\'Quantity\', u\'type\': u\'number\', u\'description\': u\'The quantity of a medicine, dressing or appliance for which an individual item was prescribed and dispensed, for each BNF Presentation. This represents a pseudo pack size, to illustrate the typical range of prescribed quantities of a given presentation. For example, a quantity of 28 for Amoxicillin 500mg capsules means that the pack size dispensed was 28 capsules.\', u\'name\': u\'QUANTITY\', u\'format\': u\'default\'}, {u\'title\': u\'Items\', u\'type\': u\'number\', u\'description\': u\'The number of times a product appears on a prescription form. Prescription forms include both paper prescriptions and electronic messages.\', u\'name\': u\'ITEMS\', u\'format\': u\'default\'}, {u\'title\': u\'Total Quantity\', u\'type\': u\'number\', u\'description\': u\'The total quantity of a drug or appliance that was prescribed.This is calculated by multiplying Quantity by Items. For example, if 2 items of Amoxicillin 500mg capsules with a quantity of 28 were prescribed, total quantity will be 56.\', u\'name\': u\'TOTAL_QUANTITY\', u\'format\': u\'default\'}, {u\'title\': u\'Average Daily Quantity (ADQ)\', u\'type\': u\'number\', u\'description\': u\'Average Daily Quantity (ADQ) is the typical daily dose of a medication, prescribed to adult patients by GP Practices.This field shows the quantity prescribed multiplied by the strength, which is then divided by the Average Daily Quantity value.\', u\'name\': u\'ADQUSAGE\', u\'format\': u\'default\'}, {u\'title\': u\'Net Ingredient Cost (NIC)\', u\'type\': u\'number\', u\'description\': u\'In GBP. The amount that would be paid using the basic price of the prescribed drug or appliance and the quantity prescribed.Sometimes called the "Net Ingredient Cost" (NIC).The basic price is given either in the Drug Tariff or is determined from prices published by manufacturers, wholesalers or suppliers. Basic price is set out in Parts 8 and 9 of the Drug Tariff. For any drugs or appliances not in Part 8, the price is usually taken from the manufacturer, wholesaler or supplier of the product.\', u\'name\': u\'NIC\', u\'format\': u\'default\'}, {u\'title\': u\'Actual Cost\', u\'type\': u\'number\', u\'description\': u\'In GBP. The basic cost after adjustment for the national average discount and some payments to the dispenser.See notes for details of the calculation. The calculation is:Net Ingredient Cost - National Average Discount Percentage + (payment for consumables + out of pocket expenses + payment for containers)\', u\'name\': u\'ACTUAL_COST\', u\'format\': u\'default\'}, {u\'title\': u\'Unidentified\', u\'type\': u\'string\', u\'description\': u\'This field shows data from prescription forms that could not be allocated to a Practice. Please see the guidance notes for a more detailed explanation of this field, and its uses.\', u\'name\': u\'UNIDENTIFIED\', u\'format\': u\'default\'}, {u\'title\': u\'Presentation SNOMED code\', u\'type\': u\'number\', u\'description\': u\'A SNOMED CT (Systemised Nomenclature of Medicine Clinical Terms) is a clinical vocabulary readable by computers. The SNOMED code contained within the data is a unique identifier for each Medicinal Product (both VMP and AMP level). The identifier will not be re-used and or allocated to another presentation.\', u\'name\': u\'SNOMED_CODE\', u\'format\': u\'default\'}], u\'missingValues\': [u\'\']}', 'dialect': '{u\'quoteChar\': u\'"\', u\'delimiter\': u\',\'}', 'hash': 'dd59f248fb4f872f6b2bea952206fe44821e4254eb82ffec60a373b9495a9d72', 'description': '', 'format': 'CSV', 'mimetype_inner': None, 'url_type': 'upload', 'mimetype': None, 'cache_url': None, 'name': 'EPD_SNOMED_202402', 'created': '2024-04-30T20:23:27.059505', 'url': 'https://opendata.nhsbsa.net/dataset/906115a6-4155-44be-8b81-f8e83cebfb84/resource/93b7d85b-e734-406d-8406-67f169c803eb/download/epd_snomed_202402.csv', 'last_modified': None, 'position': 39, 'revision_id': 'aed266fd-d148-4149-ac32-1063af92a5e4', 'resource_type': None}, {'cache_last_updated': None, 'package_id': '906115a6-4155-44be-8b81-f8e83cebfb84', 'datastore_active': 'true', 'id': '2e950c3e-37a5-45bb-b81d-41ef9c0f2898', 'size': 7207178759, 'title': 'English Prescribing Dataset (EPD) with SNOMED code - Mar 2024', 'restricted': '{level: public}', 'encoding': 'utf8', 'state': 'active', 'sha256': '801d43abab8619c82f24d2ceb078796aee32cf58e45a5fb2bf4590d89ced9c98', 'zip_url': 'https://83025b28472d6aa2bf5ae59f3724aa78.eu.r2.cloudflarestorage.com/dx-nhs-production/DATOPIAN_DATA/EPD_SNOMED_202403.ZIP?response-content-disposition=filename%3DEPD_SNOMED_202403.ZIP&X-Amz-Algorithm=AWS4-HMAC-SHA256&X-Amz-Expires=3600&X-Amz-Credential=d1d532dd4244a61845b7ea3d94bcd4d9%2F20240528%2Fus-east-1%2Fs3%2Faws4_request&X-Amz-SignedHeaders=host&X-Amz-Date=20240528T140339Z&X-Amz-Signature=e7f6f4729e34e0e34505dabb0349a35079ad18fdd41ee4a777ddca4c563f7472', 'lfs_prefix': 'experimental-data-sets/english-prescribing-dataset-epd-with-snomed-code', 'schema': '{u\'fields\': [{u\'title\': u\'Year and Month as YYYYMM\',u\'description\': u\'Example: 201401\',u\'name\': u\'YEAR_MONTH\', u\'type\': u\'number\', u\'format\': u\'default\'},{u\'title\': u\'Regional Office Name\',u\'description\': u\'The name given to a geographical region by NHS England. Each region supports local systems to provide more joined up and care for patients.\',u\'name\': u\'REGIONAL_OFFICE_NAME\', u\'type\': u\'string\', u\'format\': u\'default\'},{u\'title\': u\'Regional Office Code\',u\'description\': u\'The unique code used to refer to a Regional Office.\',u\'name\': u\'REGIONAL_OFFICE_CODE\', u\'type\': u\'string\', u\'format\': u\'default\'},{u\'title\': u\'Integrated Care Board (ICB) Name\',u\'description\': u\'The name given to a geographical statutory organisation by NHS England that is a smaller division of a Region.\',u\'name\': u\'ICB_NAME\', u\'type\': u\'string\', u\'format\': u\'default\'},{u\'title\': u\'Integrated Care Board (ICB) Code\',u\'description\': u\'The unique code used to refer to an ICB.\',u\'name\': u\'ICB_CODE\', u\'type\': u\'string\', u\'format\': u\'default\'},{u\'title\': u\'Primary Care Organisation Name\',u\'description\': u\'An NHS organisation that commissions or provides care services involving prescriptions that are dispensed in the community. For example: a Sub Integrated Care Board Location (SICBL), an NHS Trust.\',u\'name\': u\'PCO_NAME\', u\'type\': u\'string\', u\'format\': u\'default\'},{u\'title\': u\'Primary Care Organisation Code\',u\'description\': u\'The unique code used to refer to a Primary Care Organisation.\',u\'name\': u\'PCO_CODE\', u\'type\': u\'string\', u\'format\': u\'default\'},{u\'title\': u\'Practice Name\',u\'description\': u\'The name of an organisation that employs one or more prescribers who issue prescriptions that may be dispensed in the community. For example:a GP Practice, an Out-of-Hours service, a hospital department within an NHS Trust.\',u\'name\': u\'PRACTICE_NAME\', u\'type\': u\'string\', u\'format\': u\'default\'},{u\'title\': u\'Practice Code\',u\'description\': u\'The unique code used to refer to a Practice.\',u\'name\': u\'PRACTICE_CODE\', u\'type\': u\'string\', u\'format\': u\'default\'},{u\'title\': u\'Address Field 1\',u\'description\': u\'The Address used by a Practice. This data is supplied by Primary Care Support England (PSCE), NHS England ICBs or the SICBL, whenever a new practice is opened or if a change of details is required.\',u\'name\': u\'ADDRESS_1\', u\'type\': u\'string\', u\'format\': u\'default\'},{u\'title\': u\'Address Field 2\',u\'description\': u\'The Address used by a Practice. This data is supplied by Primary Care Support England (PSCE), NHS England ICBs or the SICBL, whenever a new practice is opened or if a change of details is required.\',u\'name\': u\'ADDRESS_2\', u\'type\': u\'string\', u\'format\': u\'default\'},{u\'title\': u\'Address Field 3\',u\'description\': u\'The Address used by a Practice. This data is supplied by Primary Care Support England (PSCE), NHS England ICBs or the SICBL, whenever a new practice is opened or if a change of details is required.\',u\'name\': u\'ADDRESS_3\', u\'type\': u\'string\', u\'format\': u\'default\'},{u\'title\': u\'Address Field 4\',u\'description\': u\'The Address used by a Practice. This data is supplied by Primary Care Support England (PSCE), NHS England ICBs or the SICBL, whenever a new practice is opened or if a change of details is required.\',u\'name\': u\'ADDRESS_4\', u\'type\': u\'string\', u\'format\': u\'default\'},{u\'title\': u\'Post Code\',u\'description\': u\'The Address used by a Practice. This data is supplied by Primary Care Support England (PSCE), NHS England ICBs or the SICBL, whenever a new practice is opened or if a change of details is required.\',u\'name\': u\'POSTCODE\', u\'type\': u\'string\', u\'format\': u\'default\'},{u\'title\': u\'British National Formulary (BNF) Chemical Substance Code\',u\'description\': u\'A unique code used to refer to a BNF Chemical Substance.For example, 0501013B0\',u\'name\': u\'BNF_CHEMICAL_SUBSTANCE\', u\'type\': u\'string\', u\'format\': u\'default\'},{u\'title\': u\'British National Formulary (BNF) Chemical Substance Description\',u\'description\': u\'The name of the main active ingredient in a drug or the type of an appliance. Determined by the British National Formulatory (BNF) for drugs, or the NHS BSA for appliances. For example, Amoxicillin\',u\'name\': u\'CHEMICAL_SUBSTANCE_BNF_DESCR\', u\'type\': u\'string\', u\'format\': u\'default\'},{u\'title\': u\'British National Formulary (BNF) Code\',u\'description\': u\'The unique code used to refer to a BNF Presentation. For example, 0501013B0AAABAB\',u\'name\': u\'BNF_CODE\', u\'type\': u\'string\', u\'format\': u\'default\'},{u\'title\': u\'British National Formulary (BNF) Description\',u\'description\': u\'The name given to the specific type, strength, and formulation of a drug; or, the specific type of an appliance. For example, Amoxicillin 500mg capsules\',u\'name\': u\'BNF_DESCRIPTION\', u\'type\': u\'string\', u\'format\': u\'default\'},{u\'title\': u\'British National Formulary (BNF) Description\',u\'description\': u\'The name given to a British National Formulatory (BNF) Chapter that includes the prescribed product. Includes the numerical code used to refer to the chapter.For example, 05: Infections\',u\'name\': u\'BNF_CHAPTER_PLUS_CODE\', u\'type\': u\'string\', u\'format\': u\'default\'},{u\'title\': u\'Quantity\',u\'description\': u\'The quantity of a medicine, dressing or appliance for which an individual item was prescribed and dispensed, for each BNF Presentation. This represents a pseudo pack size, to illustrate the typical range of prescribed quantities of a given presentation. For example, a quantity of 28 for Amoxicillin 500mg capsules means that the pack size dispensed was 28 capsules.\',u\'name\': u\'QUANTITY\', u\'type\': u\'number\', u\'format\': u\'default\'},{u\'title\': u\'Items\',u\'description\': u\'The number of times a product appears on a prescription form. Prescription forms include both paper prescriptions and electronic messages.\',u\'name\': u\'ITEMS\', u\'type\': u\'number\', u\'format\': u\'default\'},{u\'title\': u\'Total Quantity\',u\'description\': u\'The total quantity of a drug or appliance that was prescribed.This is calculated by multiplying Quantity by Items. For example, if 2 items of Amoxicillin 500mg capsules with a quantity of 28 were prescribed, total quantity will be 56.\',u\'name\': u\'TOTAL_QUANTITY\', u\'type\': u\'number\', u\'format\': u\'default\'},{u\'title\': u\'Average Daily Quantity (ADQ)\',u\'description\': u\'Average Daily Quantity (ADQ) is the typical daily dose of a medication, prescribed to adult patients by GP Practices.This field shows the quantity prescribed multiplied by the strength, which is then divided by the Average Daily Quantity value.\',u\'name\': u\'ADQUSAGE\', u\'type\': u\'number\', u\'format\': u\'default\'},{u\'title\': u\'Net Ingredient Cost (NIC)\',u\'description\': u\'In GBP. The amount that would be paid using the basic price of the prescribed drug or appliance and the quantity prescribed.Sometimes called the "Net Ingredient Cost" (NIC).The basic price is given either in the Drug Tariff or is determined from prices published by manufacturers, wholesalers or suppliers. Basic price is set out in Parts 8 and 9 of the Drug Tariff. For any drugs or appliances not in Part 8, the price is usually taken from the manufacturer, wholesaler or supplier of the product.\',u\'name\': u\'NIC\', u\'type\': u\'number\', u\'format\': u\'default\'},{u\'title\': u\'Actual Cost\',u\'description\': u\'In GBP. The basic cost after adjustment for the national average discount and some payments to the dispenser.See notes for details of the calculation. The calculation is:Net Ingredient Cost - National Average Discount Percentage + (payment for consumables + out of pocket expenses + payment for containers)\',u\'name\': u\'ACTUAL_COST\', u\'type\': u\'number\', u\'format\': u\'default\'},{u\'title\': u\'Unidentified\',u\'description\': u\'This field shows data from prescription forms that could not be allocated to a Practice. Please see the guidance notes for a more detailed explanation of this field, and its uses.\',u\'name\': u\'UNIDENTIFIED\', u\'type\': u\'string\', u\'format\': u\'default\'},{u\'title\': u\'Presentation SNOMED code\',u\'description\': u\'A SNOMED CT (Systemised Nomenclature of Medicine Clinical Terms) is a clinical vocabulary readable by computers. The SNOMED code contained within the data is a unique identifier for each Medicinal Product (both VMP and AMP level). The identifier will not be re-used and or allocated to another presentation.\',u\'name\': u\'SNOMED_CODE\', u\'type\': u\'number\', u\'format\': u\'default\'}], u\'missingValues\': [u\'\']}', 'bq_table_name': 'EPD_SNOMED_202403', 'hash': '801d43abab8619c82f24d2ceb078796aee32cf58e45a5fb2bf4590d89ced9c98', 'description': '', 'format': 'CSV', 'mimetype_inner': None, 'url_type': 'upload', 'mimetype': 'text/csv', 'cache_url': None, 'name': 'EPD_SNOMED_202403', 'created': '2024-05-16T14:27:41.010700', 'url': 'https://opendata.nhsbsa.net/dataset/906115a6-4155-44be-8b81-f8e83cebfb84/resource/2e950c3e-37a5-45bb-b81d-41ef9c0f2898/download/epd_snomed_202403.csv', 'last_modified': None, 'position': 40, 'revision_id': 'aed266fd-d148-4149-ac32-1063af92a5e4', 'resource_type': None}], 'num_resources': 41, 'tags': [{'vocabulary_id': None, 'state': 'active', 'display_name': 'Experimental', 'id': 'e0f16473-c39e-4206-a2bf-143875873f51', 'name': 'Experimental'}, {'vocabulary_id': None, 'state': 'active', 'display_name': 'Prescribing', 'id': '10a6f51b-4115-4116-963e-e777282ae7db', 'name': 'Prescribing'}, {'vocabulary_id': None, 'state': 'active', 'display_name': 'Prescriptions', 'id': '625e4706-25ca-430e-9024-d5afa85dbe05', 'name': 'Prescriptions'}], 'groups': [], 'license_id': 'OGL-UK-3.0', 'relationships_as_subject': [], 'organization': {'description': 'A sandbox area that hosts experimental and innovative datasets.', 'created': '2021-04-30T09:06:53.622168', 'title': 'Experimental Data Sets', 'name': 'experimental-data-sets', 'is_organization': True, 'state': 'active', 'image_url': 'https://storage.googleapis.com/dx-nhs-production/_assets/group/experimental-icon.jpg', 'revision_id': 'a9af9e39-81cb-4e2b-8ee2-e2f2b4ec1fa6', 'type': 'organization', 'id': '3d55cbc1-7ff0-4818-a3ac-e0da3c3698cd', 'approval_status': 'approved'}, 'name': 'english-prescribing-dataset-epd-with-snomed-code', 'isopen': True, 'url': 'NHS Business Services Authority (NHSBSA) Data warehouse ', 'notes': "The English Prescribing Data set contains detailed information on prescriptions issued in England that have been dispensed in England, Wales, Scotland, Guernsey, Alderney, Jersey, and the Isle of Man. This experimental version of the data contains an additional column - SNOMED Code.\r\n\r\nWe are releasing this as an experimental data set initially to allow users to provide us with feedback on its use and utility and to allow you to make any amendments that are needed to your own systems before we implement these changes in the live version of the data. You can provide us with feedback by completing [the online form](https://wh1.snapsurveys.com/s.asp?k=161943168158) or by emailing [DataServicesSupport@nhsbsa.nhs.uk](mailto:DataServicesSupport@nhsbsa.nhs.uk). This data set will be updated each month and then merged with the existing EPD in the future once we are confident it meets our user's needs.\r\n\r\nThe inclusion of SNOMED Code within the data means that it is now at a more granular level and the data files are larger than they were before. We estimate that each monthly release will now increase in size by approximately 1.25 million rows and 200MB in file size. You can read more about the changes we have made in the provided guidance document.\r\n\r\n[English Prescribing Dataset (EPD) Guidance (ODT: 236KB)](https://github.com/NHSBSA-Open-Data/OPD/raw/main/EPD_SNOMED_release_guidance_v003.odt)\r\n\r\n[English Prescribing Dataset (EPD) Guidance (PDF: 249KB)](https://github.com/NHSBSA-Open-Data/OPD/raw/main/EPD_SNOMED_release_guidance_v003.pdf)\r\n\r\n## Notices\r\n\r\n**15 July 2022:** In the May 2022 EPD with Snomed code release the STP Name and STP code columns have been replaced with Integrated Care Board (ICB) and ICB code columns. CCG’s (Clinical Commissioning Groups) will be renamed as SICBL’s (Sub Integrated Care Board Locations) within the PCO Name Column, for example, KIRKLEES CCG will be changing to NHS WEST YORKSHIRE ICB X2C4Y. \r\n\r\nThis is to reflect the new NHS organisational structure - details can be found at the [NHS Digital’s Integrated Care Board page](https://digital.nhs.uk/services/organisation-data-service/integrated-care-boards).", 'owner_org': '3d55cbc1-7ff0-4818-a3ac-e0da3c3698cd', 'extras': [{'key': 'tableschema', 'value': '{"fields": [{"name": "YEAR_MONTH", "title": "Year and Month as YYYYMM", "type": "integer", "description": "Example: `201401`"}, {"name": "REGIONAL_OFFICE_NAME", "title": "Regional Office Name", "type": "string", "description": "The name given to a geographical region by NHS England. Each region supports local systems to provide more joined up and care for patients."}, {"name": "REGIONAL_OFFICE_CODE", "title": "Regional Office Code", "type": "string", "description": "The unique code used to refer to a Regional Office."}, {"name": "AREA_TEAM_NAME", "title": "Area Team Name", "type": "string", "description": "The name given to a geographical area by NHS England that is a smaller division of a Regional Office. (This column is only present in data from Jan 2014 to Mar 2020)"}, {"name": "AREA_TEAM_CODE", "title": "Area Team Code", "type": "string", "description": "The unique code used to refer to an Area Team. (This column is only present in data from Jan 2014 to Mar 2020)"}, {"name": "STP_NAME", "title": "Area Team Name", "type": "string", "description": "The name given to a geographical area by NHS England that is a smaller division of a Region. STP stands for Sustainability and Transformation Partnership"}, {"name": "STP_CODE", "title": "Area Team Code", "type": "string", "description": "The unique code used to refer to an STP. STP stands for Sustainability and Transformation Partnership."}, {"name": "PCO_NAME", "title": "Primary Care Organisation Name", "type": "string", "description": "An NHS organisation that commissions or provides care services involving prescriptions that are dispensed in the community. \\n\\nFor example: a Clinical Commissioning Group (CCG), an NHS Trust."}, {"name": "PCO_CODE", "title": "Primary Care Organisation Code", "type": "string", "description": "The unique code used to refer to a Primary Care Organisation."}, {"name": "PRACTICE_NAME", "title": "Practice Name ", "type": "string", "description": "The name of an organisation that employs one or more prescribers who issue prescriptions that may be dispensed in the community. For example:\\na GP Practice, an Out-of-Hours service, a hospital department within an NHS Trust."}, {"name": "PRACTICE_CODE", "title": "Practice Code", "type": "string", "description": "The unique code used to refer to a Practice."}, {"name": "ADDRESS_1", "title": "Address Field 1", "type": "string", "description": "The Address used by a Practice. This data is supplied by Primary Care Support England (PSCE), NHS England Area Teams or the Clinical Commissioning Group, whenever a new practice is opened or if a change of details is required.\\n\\nThis data is supplied by Primary Care Support England (PSCE), NHS England Area Teams or the Clinical Commissioning Group, whenever a new practice is opened or if a change of details is required."}, {"name": "ADDRESS_2", "title": "Address Field 2", "type": "string", "description": "The Address used by a Practice. This data is supplied by Primary Care Support England (PSCE), NHS England Area Teams or the Clinical Commissioning Group, whenever a new practice is opened or if a change of details is required.\\n\\nThis data is supplied by Primary Care Support England (PSCE), NHS England Area Teams or the Clinical Commissioning Group, whenever a new practice is opened or if a change of details is required."}, {"name": "ADDRESS_3", "title": "Address Field 3", "type": "string", "description": "The Address used by a Practice. This data is supplied by Primary Care Support England (PSCE), NHS England Area Teams or the Clinical Commissioning Group, whenever a new practice is opened or if a change of details is required.\\n\\nThis data is supplied by Primary Care Support England (PSCE), NHS England Area Teams or the Clinical Commissioning Group, whenever a new practice is opened or if a change of details is required."}, {"name": "ADDRESS_4", "title": "Address Field 4", "type": "string", "description": "The Address used by a Practice. This data is supplied by Primary Care Support England (PSCE), NHS England Area Teams or the Clinical Commissioning Group, whenever a new practice is opened or if a change of details is required.\\n\\nThis data is supplied by Primary Care Support England (PSCE), NHS England Area Teams or the Clinical Commissioning Group, whenever a new practice is opened or if a change of details is required."}, {"name": "POSTCODE", "title": "Post Code", "type": "string", "description": "The Address used by a Practice. This data is supplied by Primary Care Support England (PSCE), NHS England Area Teams or the Clinical Commissioning Group, whenever a new practice is opened or if a change of details is required.\\n\\nThis data is supplied by Primary Care Support England (PSCE), NHS England Area Teams or the Clinical Commissioning Group, whenever a new practice is opened or if a change of details is required."}, {"name": "BNF_CHEMICAL_SUBSTANCE", "title": " British National Formulatory (BNF) Chemical Substance Code", "type": "string", "description": "A unique code used to refer to a BNF Chemical Substance.\\n\\nFor example, `0501013B0`"}, {"name": "CHEMICAL_SUBSTANCE_BNF_DESCR", "title": " British National Formulatory (BNF) Chemical Substance Description", "type": "string", "description": "The name of the main active ingredient in a drug or the type of an appliance. \\n\\nDetermined by the British National Formulatory (BNF) for drugs, or the NHS BSA for appliances. For example, `Amoxicillin`"}, {"name": "BNF_CODE", "title": " British National Formulatory (BNF) Code", "type": "string", "description": "The unique code used to refer to a BNF Presentation. For example, `0501013B0AAABAB`"}, {"name": "BNF_DESCRIPTION", "title": " British National Formulatory (BNF) Description", "type": "string", "description": "The name given to the specific type, strength, and formulation of a drug; or, the specific type of an appliance. For example, `Amoxicillin 500mg` capsules"}, {"name": "BNF_CHAPTER_PLUS_CODE", "title": "British National Formulatory (BNF) Description", "type": "string", "description": "The name given to a British National Formulatory (BNF) Chapter that includes the prescribed product. Includes the numerical code used to refer to the chapter.\\n\\nFor example, `05: Infections`"}, {"name": "QUANTITY", "title": "Quantity", "type": "number", "description": "The quantity of a medicine, dressing or appliance for which an individual item was prescribed and dispensed, for each BNF Presentation. This represents a pseudo pack size, to illustrate the typical range of prescribed quantities of a given presentation. For example, a quantity of 28 for `Amoxicillin 500mg` capsules means that the pack size dispensed was 28 capsules."}, {"name": "ITEMS", "title": "Items", "type": "integer", "description": "The number of times a product appears on a prescription form. Prescription forms include both paper prescriptions and electronic messages."}, {"name": "TOTAL_QUANTITY", "title": "Total Quantity", "type": "number", "description": "The total quantity of a drug or appliance that was prescribed.\\n\\nThis is calculated by multiplying Quantity by Items. For example, if 2 items of `Amoxicillin 500mg` capsules with a quantity of 28 were prescribed, total quantity will be 56."}, {"name": "ADQUSAGE", "title": "Average Daily Quantity (ADQ) ", "type": "number", "description": "Average Daily Quantity (ADQ) is the typical daily dose of a medication, prescribed to adult patients by GP Practices.\\n\\nThis field shows the quantity prescribed multiplied by the strength, which is then divided by the Average Daily Quantity value."}, {"name": "NIC", "title": "Net Ingredient Cost (NIC)", "type": "number", "description": "The amount that would be paid using the basic price of the prescribed drug or appliance and the quantity prescribed.\\n\\nSometimes called the \'Net Ingredient Cost\' (NIC).\\n\\nThe basic price is given either in the Drug Tariff or is determined from prices published by manufacturers, wholesalers or suppliers. Basic price is set out in Parts 8 and 9 of the Drug Tariff. \\n\\nFor any drugs or appliances not in Part 8, the price is usually taken from the manufacturer, wholesaler or supplier of the product."}, {"name": "ACTUAL_COST", "title": "Actual Cost ", "type": "number", "description": "The basic cost after adjustment for the national average discount and some payments to the dispenser.\\n\\nSee notes for details of the calculation. The calculation is:\\n\\nNet Ingredient Cost - National Average Discount Percentage + (payment for consumables + out of pocket expenses + payment for containers)"}, {"name": "UNIDENTIFIED", "title": "Unidentified", "type": "boolean", "description": "This field shows data from prescription forms that could not be allocated to a Practice. Please see the guidance notes for a more detailed explanation of this field, and its uses."}, {"name": "SNOMED_CODE", "title": "Presentation SNOMED code", "type": "interger", "description": "Example: `323510009`"]}'}], 'license_url': 'https://www.nationalarchives.gov.uk/doc/open-government-licence/version/3/', 'title': 'English Prescribing Dataset (EPD) with SNOMED Code', 'revision_id': '2e6f066b-3882-4a10-b073-4f4742f63e41'}}, 'permission_labels': None} English Prescribing Dataset (EPD) with SNOMED Code 1 year ago

Michael Smith added a new comment
{'id': '622c075f-7365-40e0-8f18-852169bac3fb', 'timestamp': '2024-05-28T14:02:50.544827', 'user_id': 'e9b706be-ee4e-4dc5-b915-6beb8290cb40', 'object_id': '906115a6-4155-44be-8b81-f8e83cebfb84', 'activity_type': 'changed issue', 'data': {'id': 48, 'comment': '## 15 July 2022:\r\n### Change from STP to ICB\r\n\r\nIn the May 2022 EPD with Snomed code release the STP Name and STP code columns have been replaced with Integrated Care Board (ICB) and ICB code columns. CCG’s (Clinical Commissioning Groups) will be renamed as SICBL’s (Sub Integrated Care Board Locations) within the PCO Name Column, for example, KIRKLEES CCG will be changing to NHS WEST YORKSHIRE ICB X2C4Y. \r\n\r\nThis is to reflect the new NHS organisational structure - details can be found at the [NHS Digital’s Integrated Care Board page](https://digital.nhs.uk/services/organisation-data-service/integrated-care-boards).', 'user_id': 'e9b706be-ee4e-4dc5-b915-6beb8290cb40', 'issue_id': 43, 'created': '2024-05-28 14:02:49.958047', 'visibility': 'visible', 'abuse_status': 'unmoderated', 'user': {'email_hash': 'f1d79fecfa31ff3262c1cda6a692f295', 'about': None, 'display_name': 'Michael Smith', 'name': 'm_smith', 'created': '2024-01-17T11:27:22.536518', 'ckan_url': '/user/m_smith', 'gravatar_url': '//gravatar.com/avatar/f1d79fecfa31ff3262c1cda6a692f295?s=48', 'id': 'e9b706be-ee4e-4dc5-b915-6beb8290cb40', 'sysadmin': True, 'activity_streams_email_notifications': False, 'state': 'active', 'number_of_edits': 213, 'gravatar': '<img src="//gravatar.com/avatar/f1d79fecfa31ff3262c1cda6a692f295?s=48&d=identicon"\n class="gravatar" width="48" height="48" alt="Gravatar" />', 'fullname': 'Michael Smith', 'number_created_packages': 4}, 'dataset_id': '906115a6-4155-44be-8b81-f8e83cebfb84', 'issue_number': 2, 'package': {'license_title': 'Open Government Licence 3.0 (United Kingdom)', 'maintainer': None, 'relationships_as_object': [], 'private': False, 'maintainer_email': None, 'num_tags': 3, 'id': '906115a6-4155-44be-8b81-f8e83cebfb84', 'metadata_created': '2021-04-30T09:11:51.096533', 'metadata_modified': '2024-05-16T14:27:40.905227', 'author': 'NHS Business Services Authority (NHSBSA)', 'author_email': 'DataServicesSupport@nhsbsa.nhs.uk', 'state': 'active', 'version': '1.0', 'creator_user_id': '0ff64ac9-3511-43bc-a05c-9089256a8864', 'type': 'dataset', 'resources': [{'cache_last_updated': None, 'package_id': '906115a6-4155-44be-8b81-f8e83cebfb84', 'datastore_active': 'true', 'id': 'e4e5508c-3f9e-4676-b5bb-e126ef724060', 'size': 6513338780, 'title': 'English Prescribing Dataset (EPD) with SNOMED code - Nov 2020', 'restricted': '{level: public}', 'encoding': 'utf8', 'state': 'active', 'sha256': '6552429217c522b33a7b05cb96bac5c71c4c6e5ce58277687847bdc4425fe8e1', 'zip_url': 'https://83025b28472d6aa2bf5ae59f3724aa78.eu.r2.cloudflarestorage.com/dx-nhs-production/DATOPIAN_DATA/EPD_SNOMED_202011.ZIP?response-content-disposition=filename%3DEPD_SNOMED_202011.ZIP&X-Amz-Algorithm=AWS4-HMAC-SHA256&X-Amz-Expires=3600&X-Amz-Credential=d1d532dd4244a61845b7ea3d94bcd4d9%2F20240528%2Fus-east-1%2Fs3%2Faws4_request&X-Amz-SignedHeaders=host&X-Amz-Date=20240528T140250Z&X-Amz-Signature=a7c38142eb1581795699b7a75e0d4e808d91ee8429caac191a60cc2154aee324', 'lfs_prefix': 'experimental-data-sets/english-prescribing-dataset-epd-with-snomed-code', 'schema': '{u\'fields\': [{u\'title\': u\'Year and Month as YYYYMM\',u\'description\': u\'Example: 201401\',u\'name\': u\'YEAR_MONTH\', u\'type\': u\'number\', u\'format\': u\'default\'},{u\'title\': u\'Regional Office Name\',u\'description\': u\'The name given to a geographical region by NHS England. Each region supports local systems to provide more joined up and care for patients.\',u\'name\': u\'REGIONAL_OFFICE_NAME\', u\'type\': u\'string\', u\'format\': u\'default\'},{u\'title\': u\'Regional Office Code\',u\'description\': u\'The unique code used to refer to a Regional Office.\',u\'name\': u\'REGIONAL_OFFICE_CODE\', u\'type\': u\'string\', u\'format\': u\'default\'},{u\'title\': u\'STP Name\',u\'description\': u\'The name given to a geographical area by NHS England that is a smaller division of a Region. STP stands for Sustainability and Transformation Partnership\',u\'name\': u\'STP_NAME\', u\'type\': u\'string\', u\'format\': u\'default\'},{u\'title\': u\'STP Code\',u\'description\': u\'The unique code used to refer to an STP. STP stands for Sustainability and Transformation Partnership.\',u\'name\': u\'STP_CODE\', u\'type\': u\'string\', u\'format\': u\'default\'},{u\'title\': u\'Primary Care Organisation Name\',u\'description\': u\'An NHS organisation that commissions or provides care services involving prescriptions that are dispensed in the community. For example: a Clinical Commissioning Group (CCG), an NHS Trust.\',u\'name\': u\'PCO_NAME\', u\'type\': u\'string\', u\'format\': u\'default\'},{u\'title\': u\'Primary Care Organisation Code\',u\'description\': u\'The unique code used to refer to a Primary Care Organisation.\',u\'name\': u\'PCO_CODE\', u\'type\': u\'string\', u\'format\': u\'default\'},{u\'title\': u\'Practice Name\',u\'description\': u\'The name of an organisation that employs one or more prescribers who issue prescriptions that may be dispensed in the community. For example:a GP Practice, an Out-of-Hours service, a hospital department within an NHS Trust.\',u\'name\': u\'PRACTICE_NAME\', u\'type\': u\'string\', u\'format\': u\'default\'},{u\'title\': u\'Practice Code\',u\'description\': u\'The unique code used to refer to a Practice.\',u\'name\': u\'PRACTICE_CODE\', u\'type\': u\'string\', u\'format\': u\'default\'},{u\'title\': u\'Address Field 1\',u\'description\': u\'The Address used by a Practice. This data is supplied by Primary Care Support England (PSCE), NHS England Area Teams or the Clinical Commissioning Group, whenever a new practice is opened or if a change of details is required.\',u\'name\': u\'ADDRESS_1\', u\'type\': u\'string\', u\'format\': u\'default\'},{u\'title\': u\'Address Field 2\',u\'description\': u\'The Address used by a Practice. This data is supplied by Primary Care Support England (PSCE), NHS England Area Teams or the Clinical Commissioning Group, whenever a new practice is opened or if a change of details is required.\',u\'name\': u\'ADDRESS_2\', u\'type\': u\'string\', u\'format\': u\'default\'},{u\'title\': u\'Address Field 3\',u\'description\': u\'The Address used by a Practice. This data is supplied by Primary Care Support England (PSCE), NHS England Area Teams or the Clinical Commissioning Group, whenever a new practice is opened or if a change of details is required.\',u\'name\': u\'ADDRESS_3\', u\'type\': u\'string\', u\'format\': u\'default\'},{u\'title\': u\'Address Field 4\',u\'description\': u\'The Address used by a Practice. This data is supplied by Primary Care Support England (PSCE), NHS England Area Teams or the Clinical Commissioning Group, whenever a new practice is opened or if a change of details is required.\',u\'name\': u\'ADDRESS_4\', u\'type\': u\'string\', u\'format\': u\'default\'},{u\'title\': u\'Post Code\',u\'description\': u\'The Address used by a Practice. This data is supplied by Primary Care Support England (PSCE), NHS England Area Teams or the Clinical Commissioning Group, whenever a new practice is opened or if a change of details is required.\',u\'name\': u\'POSTCODE\', u\'type\': u\'string\', u\'format\': u\'default\'},{u\'title\': u\'British National Formulary (BNF) Chemical Substance Code\',u\'description\': u\'A unique code used to refer to a BNF Chemical Substance.For example, 0501013B0\',u\'name\': u\'BNF_CHEMICAL_SUBSTANCE\', u\'type\': u\'string\', u\'format\': u\'default\'},{u\'title\': u\'British National Formulary (BNF) Chemical Substance Description\',u\'description\': u\'The name of the main active ingredient in a drug or the type of an appliance. Determined by the British National Formulatory (BNF) for drugs, or the NHS BSA for appliances. For example, Amoxicillin\',u\'name\': u\'CHEMICAL_SUBSTANCE_BNF_DESCR\', u\'type\': u\'string\', u\'format\': u\'default\'},{u\'title\': u\'British National Formulary (BNF) Code\',u\'description\': u\'The unique code used to refer to a BNF Presentation. For example, 0501013B0AAABAB\',u\'name\': u\'BNF_CODE\', u\'type\': u\'string\', u\'format\': u\'default\'},{u\'title\': u\'British National Formulary (BNF) Description\',u\'description\': u\'The name given to the specific type, strength, and formulation of a drug; or, the specific type of an appliance. For example, Amoxicillin 500mg capsules\',u\'name\': u\'BNF_DESCRIPTION\', u\'type\': u\'string\', u\'format\': u\'default\'},{u\'title\': u\'British National Formulary (BNF) Description\',u\'description\': u\'The name given to a British National Formulatory (BNF) Chapter that includes the prescribed product. Includes the numerical code used to refer to the chapter.For example, 05: Infections\',u\'name\': u\'BNF_CHAPTER_PLUS_CODE\', u\'type\': u\'string\', u\'format\': u\'default\'},{u\'title\': u\'Quantity\',u\'description\': u\'The quantity of a medicine, dressing or appliance for which an individual item was prescribed and dispensed, for each BNF Presentation. This represents a pseudo pack size, to illustrate the typical range of prescribed quantities of a given presentation. For example, a quantity of 28 for Amoxicillin 500mg capsules means that the pack size dispensed was 28 capsules.\',u\'name\': u\'QUANTITY\', u\'type\': u\'number\', u\'format\': u\'default\'},{u\'title\': u\'Items\',u\'description\': u\'The number of times a product appears on a prescription form. Prescription forms include both paper prescriptions and electronic messages.\',u\'name\': u\'ITEMS\', u\'type\': u\'number\', u\'format\': u\'default\'},{u\'title\': u\'Total Quantity\',u\'description\': u\'The total quantity of a drug or appliance that was prescribed.This is calculated by multiplying Quantity by Items. For example, if 2 items of Amoxicillin 500mg capsules with a quantity of 28 were prescribed, total quantity will be 56.\',u\'name\': u\'TOTAL_QUANTITY\', u\'type\': u\'number\', u\'format\': u\'default\'},{u\'title\': u\'Average Daily Quantity (ADQ)\',u\'description\': u\'Average Daily Quantity (ADQ) is the typical daily dose of a medication, prescribed to adult patients by GP Practices.This field shows the quantity prescribed multiplied by the strength, which is then divided by the Average Daily Quantity value.\',u\'name\': u\'ADQUSAGE\', u\'type\': u\'number\', u\'format\': u\'default\'},{u\'title\': u\'Net Ingredient Cost (NIC)\',u\'description\': u\'In GBP. The amount that would be paid using the basic price of the prescribed drug or appliance and the quantity prescribed.Sometimes called the "Net Ingredient Cost" (NIC).The basic price is given either in the Drug Tariff or is determined from prices published by manufacturers, wholesalers or suppliers. Basic price is set out in Parts 8 and 9 of the Drug Tariff. For any drugs or appliances not in Part 8, the price is usually taken from the manufacturer, wholesaler or supplier of the product.\',u\'name\': u\'NIC\', u\'type\': u\'number\', u\'format\': u\'default\'},{u\'title\': u\'Actual Cost\',u\'description\': u\'In GBP. The basic cost after adjustment for the national average discount and some payments to the dispenser.See notes for details of the calculation. The calculation is:Net Ingredient Cost - National Average Discount Percentage + (payment for consumables + out of pocket expenses + payment for containers)\',u\'name\': u\'ACTUAL_COST\', u\'type\': u\'number\', u\'format\': u\'default\'},{u\'title\': u\'Unidentified\',u\'description\': u\'This field shows data from prescription forms that could not be allocated to a Practice. Please see the guidance notes for a more detailed explanation of this field, and its uses.\',u\'name\': u\'UNIDENTIFIED\', u\'type\': u\'string\', u\'format\': u\'default\'},{u\'title\': u\'Presentation SNOMED code\',u\'description\': u\'A SNOMED CT (Systemised Nomenclature of Medicine Clinical Terms) is a clinical vocabulary readable by computers. The SNOMED code contained within the data is a unique identifier for each Medicinal Product (both VMP and AMP level). The identifier will not be re-used and or allocated to another presentation.\',u\'name\': u\'SNOMED_CODE\', u\'type\': u\'number\', u\'format\': u\'default\'}], u\'missingValues\': [u\'\']}', 'bq_table_name': 'EPD_SNOMED_202011', 'hash': '6552429217c522b33a7b05cb96bac5c71c4c6e5ce58277687847bdc4425fe8e1', 'description': '', 'format': 'CSV', 'mimetype_inner': None, 'url_type': 'upload', 'mimetype': 'text/csv', 'cache_url': None, 'name': 'EPD_SNOMED_202011', 'created': '2021-06-25T17:39:43.777420', 'url': 'https://opendata.nhsbsa.net/dataset/906115a6-4155-44be-8b81-f8e83cebfb84/resource/e4e5508c-3f9e-4676-b5bb-e126ef724060/download/epd_snomed_202011.csv', 'last_modified': '2021-06-25T17:39:43.486899', 'position': 0, 'revision_id': 'aed266fd-d148-4149-ac32-1063af92a5e4', 'resource_type': None}, {'cache_last_updated': None, 'package_id': '906115a6-4155-44be-8b81-f8e83cebfb84', 'datastore_active': 'true', 'id': 'd5c1c25a-d589-42d6-a97d-50a970ba757f', 'size': 6622528548, 'title': 'English Prescribing Dataset (EPD) with SNOMED code - Dec 2020', 'restricted': '{level: public}', 'encoding': 'utf8', 'state': 'active', 'sha256': '9ad8df7bd132427faf6c0bba903c88b3c046f62b5d7c9f50bbbd19a099d7790e', 'zip_url': 'https://83025b28472d6aa2bf5ae59f3724aa78.eu.r2.cloudflarestorage.com/dx-nhs-production/DATOPIAN_DATA/EPD_SNOMED_202012.ZIP?response-content-disposition=filename%3DEPD_SNOMED_202012.ZIP&X-Amz-Algorithm=AWS4-HMAC-SHA256&X-Amz-Expires=3600&X-Amz-Credential=d1d532dd4244a61845b7ea3d94bcd4d9%2F20240528%2Fus-east-1%2Fs3%2Faws4_request&X-Amz-SignedHeaders=host&X-Amz-Date=20240528T140250Z&X-Amz-Signature=3015c0e61d14312e18dfca0d19977baeefc6b861972044d5f1bf7907ea02d815', 'lfs_prefix': 'experimental-data-sets/english-prescribing-dataset-epd-with-snomed-code', 'schema': '{u\'fields\': [{u\'title\': u\'Year and Month as YYYYMM\',u\'description\': u\'Example: 201401\',u\'name\': u\'YEAR_MONTH\', u\'type\': u\'number\', u\'format\': u\'default\'},{u\'title\': u\'Regional Office Name\',u\'description\': u\'The name given to a geographical region by NHS England. Each region supports local systems to provide more joined up and care for patients.\',u\'name\': u\'REGIONAL_OFFICE_NAME\', u\'type\': u\'string\', u\'format\': u\'default\'},{u\'title\': u\'Regional Office Code\',u\'description\': u\'The unique code used to refer to a Regional Office.\',u\'name\': u\'REGIONAL_OFFICE_CODE\', u\'type\': u\'string\', u\'format\': u\'default\'},{u\'title\': u\'STP Name\',u\'description\': u\'The name given to a geographical area by NHS England that is a smaller division of a Region. STP stands for Sustainability and Transformation Partnership\',u\'name\': u\'STP_NAME\', u\'type\': u\'string\', u\'format\': u\'default\'},{u\'title\': u\'STP Code\',u\'description\': u\'The unique code used to refer to an STP. STP stands for Sustainability and Transformation Partnership.\',u\'name\': u\'STP_CODE\', u\'type\': u\'string\', u\'format\': u\'default\'},{u\'title\': u\'Primary Care Organisation Name\',u\'description\': u\'An NHS organisation that commissions or provides care services involving prescriptions that are dispensed in the community. For example: a Clinical Commissioning Group (CCG), an NHS Trust.\',u\'name\': u\'PCO_NAME\', u\'type\': u\'string\', u\'format\': u\'default\'},{u\'title\': u\'Primary Care Organisation Code\',u\'description\': u\'The unique code used to refer to a Primary Care Organisation.\',u\'name\': u\'PCO_CODE\', u\'type\': u\'string\', u\'format\': u\'default\'},{u\'title\': u\'Practice Name\',u\'description\': u\'The name of an organisation that employs one or more prescribers who issue prescriptions that may be dispensed in the community. For example:a GP Practice, an Out-of-Hours service, a hospital department within an NHS Trust.\',u\'name\': u\'PRACTICE_NAME\', u\'type\': u\'string\', u\'format\': u\'default\'},{u\'title\': u\'Practice Code\',u\'description\': u\'The unique code used to refer to a Practice.\',u\'name\': u\'PRACTICE_CODE\', u\'type\': u\'string\', u\'format\': u\'default\'},{u\'title\': u\'Address Field 1\',u\'description\': u\'The Address used by a Practice. This data is supplied by Primary Care Support England (PSCE), NHS England Area Teams or the Clinical Commissioning Group, whenever a new practice is opened or if a change of details is required.\',u\'name\': u\'ADDRESS_1\', u\'type\': u\'string\', u\'format\': u\'default\'},{u\'title\': u\'Address Field 2\',u\'description\': u\'The Address used by a Practice. This data is supplied by Primary Care Support England (PSCE), NHS England Area Teams or the Clinical Commissioning Group, whenever a new practice is opened or if a change of details is required.\',u\'name\': u\'ADDRESS_2\', u\'type\': u\'string\', u\'format\': u\'default\'},{u\'title\': u\'Address Field 3\',u\'description\': u\'The Address used by a Practice. This data is supplied by Primary Care Support England (PSCE), NHS England Area Teams or the Clinical Commissioning Group, whenever a new practice is opened or if a change of details is required.\',u\'name\': u\'ADDRESS_3\', u\'type\': u\'string\', u\'format\': u\'default\'},{u\'title\': u\'Address Field 4\',u\'description\': u\'The Address used by a Practice. This data is supplied by Primary Care Support England (PSCE), NHS England Area Teams or the Clinical Commissioning Group, whenever a new practice is opened or if a change of details is required.\',u\'name\': u\'ADDRESS_4\', u\'type\': u\'string\', u\'format\': u\'default\'},{u\'title\': u\'Post Code\',u\'description\': u\'The Address used by a Practice. This data is supplied by Primary Care Support England (PSCE), NHS England Area Teams or the Clinical Commissioning Group, whenever a new practice is opened or if a change of details is required.\',u\'name\': u\'POSTCODE\', u\'type\': u\'string\', u\'format\': u\'default\'},{u\'title\': u\'British National Formulary (BNF) Chemical Substance Code\',u\'description\': u\'A unique code used to refer to a BNF Chemical Substance.For example, 0501013B0\',u\'name\': u\'BNF_CHEMICAL_SUBSTANCE\', u\'type\': u\'string\', u\'format\': u\'default\'},{u\'title\': u\'British National Formulary (BNF) Chemical Substance Description\',u\'description\': u\'The name of the main active ingredient in a drug or the type of an appliance. Determined by the British National Formulatory (BNF) for drugs, or the NHS BSA for appliances. For example, Amoxicillin\',u\'name\': u\'CHEMICAL_SUBSTANCE_BNF_DESCR\', u\'type\': u\'string\', u\'format\': u\'default\'},{u\'title\': u\'British National Formulary (BNF) Code\',u\'description\': u\'The unique code used to refer to a BNF Presentation. For example, 0501013B0AAABAB\',u\'name\': u\'BNF_CODE\', u\'type\': u\'string\', u\'format\': u\'default\'},{u\'title\': u\'British National Formulary (BNF) Description\',u\'description\': u\'The name given to the specific type, strength, and formulation of a drug; or, the specific type of an appliance. For example, Amoxicillin 500mg capsules\',u\'name\': u\'BNF_DESCRIPTION\', u\'type\': u\'string\', u\'format\': u\'default\'},{u\'title\': u\'British National Formulary (BNF) Description\',u\'description\': u\'The name given to a British National Formulatory (BNF) Chapter that includes the prescribed product. Includes the numerical code used to refer to the chapter.For example, 05: Infections\',u\'name\': u\'BNF_CHAPTER_PLUS_CODE\', u\'type\': u\'string\', u\'format\': u\'default\'},{u\'title\': u\'Quantity\',u\'description\': u\'The quantity of a medicine, dressing or appliance for which an individual item was prescribed and dispensed, for each BNF Presentation. This represents a pseudo pack size, to illustrate the typical range of prescribed quantities of a given presentation. For example, a quantity of 28 for Amoxicillin 500mg capsules means that the pack size dispensed was 28 capsules.\',u\'name\': u\'QUANTITY\', u\'type\': u\'number\', u\'format\': u\'default\'},{u\'title\': u\'Items\',u\'description\': u\'The number of times a product appears on a prescription form. Prescription forms include both paper prescriptions and electronic messages.\',u\'name\': u\'ITEMS\', u\'type\': u\'number\', u\'format\': u\'default\'},{u\'title\': u\'Total Quantity\',u\'description\': u\'The total quantity of a drug or appliance that was prescribed.This is calculated by multiplying Quantity by Items. For example, if 2 items of Amoxicillin 500mg capsules with a quantity of 28 were prescribed, total quantity will be 56.\',u\'name\': u\'TOTAL_QUANTITY\', u\'type\': u\'number\', u\'format\': u\'default\'},{u\'title\': u\'Average Daily Quantity (ADQ)\',u\'description\': u\'Average Daily Quantity (ADQ) is the typical daily dose of a medication, prescribed to adult patients by GP Practices.This field shows the quantity prescribed multiplied by the strength, which is then divided by the Average Daily Quantity value.\',u\'name\': u\'ADQUSAGE\', u\'type\': u\'number\', u\'format\': u\'default\'},{u\'title\': u\'Net Ingredient Cost (NIC)\',u\'description\': u\'In GBP. The amount that would be paid using the basic price of the prescribed drug or appliance and the quantity prescribed.Sometimes called the "Net Ingredient Cost" (NIC).The basic price is given either in the Drug Tariff or is determined from prices published by manufacturers, wholesalers or suppliers. Basic price is set out in Parts 8 and 9 of the Drug Tariff. For any drugs or appliances not in Part 8, the price is usually taken from the manufacturer, wholesaler or supplier of the product.\',u\'name\': u\'NIC\', u\'type\': u\'number\', u\'format\': u\'default\'},{u\'title\': u\'Actual Cost\',u\'description\': u\'In GBP. The basic cost after adjustment for the national average discount and some payments to the dispenser.See notes for details of the calculation. The calculation is:Net Ingredient Cost - National Average Discount Percentage + (payment for consumables + out of pocket expenses + payment for containers)\',u\'name\': u\'ACTUAL_COST\', u\'type\': u\'number\', u\'format\': u\'default\'},{u\'title\': u\'Unidentified\',u\'description\': u\'This field shows data from prescription forms that could not be allocated to a Practice. Please see the guidance notes for a more detailed explanation of this field, and its uses.\',u\'name\': u\'UNIDENTIFIED\', u\'type\': u\'string\', u\'format\': u\'default\'},{u\'title\': u\'Presentation SNOMED code\',u\'description\': u\'A SNOMED CT (Systemised Nomenclature of Medicine Clinical Terms) is a clinical vocabulary readable by computers. The SNOMED code contained within the data is a unique identifier for each Medicinal Product (both VMP and AMP level). The identifier will not be re-used and or allocated to another presentation.\',u\'name\': u\'SNOMED_CODE\', u\'type\': u\'number\', u\'format\': u\'default\'}], u\'missingValues\': [u\'\']}', 'bq_table_name': 'EPD_SNOMED_202012', 'hash': '9ad8df7bd132427faf6c0bba903c88b3c046f62b5d7c9f50bbbd19a099d7790e', 'description': '', 'format': 'CSV', 'mimetype_inner': None, 'url_type': 'upload', 'mimetype': 'text/csv', 'cache_url': None, 'name': 'EPD_SNOMED_202012', 'created': '2021-06-25T18:55:34.372795', 'url': 'https://opendata.nhsbsa.net/dataset/906115a6-4155-44be-8b81-f8e83cebfb84/resource/d5c1c25a-d589-42d6-a97d-50a970ba757f/download/epd_snomed_202012.csv', 'last_modified': '2021-06-25T18:55:34.293934', 'position': 1, 'revision_id': 'aed266fd-d148-4149-ac32-1063af92a5e4', 'resource_type': None}, {'cache_last_updated': None, 'package_id': '906115a6-4155-44be-8b81-f8e83cebfb84', 'datastore_active': 'true', 'id': '5886c8f1-700b-4895-8eb9-d57ff440f094', 'size': 6487610676, 'title': 'English Prescribing Dataset (EPD) with SNOMED code - Jan 2021', 'restricted': '{level: public}', 'encoding': 'utf8', 'state': 'active', 'sha256': '550de70703d0416a2cc6e2cbfba20c3426e14cc2b6ace959aad3f9be8619b3ef', 'zip_url': 'https://83025b28472d6aa2bf5ae59f3724aa78.eu.r2.cloudflarestorage.com/dx-nhs-production/DATOPIAN_DATA/EPD_SNOMED_202101.ZIP?response-content-disposition=filename%3DEPD_SNOMED_202101.ZIP&X-Amz-Algorithm=AWS4-HMAC-SHA256&X-Amz-Expires=3600&X-Amz-Credential=d1d532dd4244a61845b7ea3d94bcd4d9%2F20240528%2Fus-east-1%2Fs3%2Faws4_request&X-Amz-SignedHeaders=host&X-Amz-Date=20240528T140250Z&X-Amz-Signature=c89ce873f5bfd8218c0f9ff51f8b3974877352f08beaf59faf1c2d8c1e04ed83', 'lfs_prefix': 'experimental-data-sets/english-prescribing-dataset-epd-with-snomed-code', 'schema': '{u\'fields\': [{u\'title\': u\'Year and Month as YYYYMM\',u\'description\': u\'Example: 201401\',u\'name\': u\'YEAR_MONTH\', u\'type\': u\'number\', u\'format\': u\'default\'},{u\'title\': u\'Regional Office Name\',u\'description\': u\'The name given to a geographical region by NHS England. Each region supports local systems to provide more joined up and care for patients.\',u\'name\': u\'REGIONAL_OFFICE_NAME\', u\'type\': u\'string\', u\'format\': u\'default\'},{u\'title\': u\'Regional Office Code\',u\'description\': u\'The unique code used to refer to a Regional Office.\',u\'name\': u\'REGIONAL_OFFICE_CODE\', u\'type\': u\'string\', u\'format\': u\'default\'},{u\'title\': u\'STP Name\',u\'description\': u\'The name given to a geographical area by NHS England that is a smaller division of a Region. STP stands for Sustainability and Transformation Partnership\',u\'name\': u\'STP_NAME\', u\'type\': u\'string\', u\'format\': u\'default\'},{u\'title\': u\'STP Code\',u\'description\': u\'The unique code used to refer to an STP. STP stands for Sustainability and Transformation Partnership.\',u\'name\': u\'STP_CODE\', u\'type\': u\'string\', u\'format\': u\'default\'},{u\'title\': u\'Primary Care Organisation Name\',u\'description\': u\'An NHS organisation that commissions or provides care services involving prescriptions that are dispensed in the community. For example: a Clinical Commissioning Group (CCG), an NHS Trust.\',u\'name\': u\'PCO_NAME\', u\'type\': u\'string\', u\'format\': u\'default\'},{u\'title\': u\'Primary Care Organisation Code\',u\'description\': u\'The unique code used to refer to a Primary Care Organisation.\',u\'name\': u\'PCO_CODE\', u\'type\': u\'string\', u\'format\': u\'default\'},{u\'title\': u\'Practice Name\',u\'description\': u\'The name of an organisation that employs one or more prescribers who issue prescriptions that may be dispensed in the community. For example:a GP Practice, an Out-of-Hours service, a hospital department within an NHS Trust.\',u\'name\': u\'PRACTICE_NAME\', u\'type\': u\'string\', u\'format\': u\'default\'},{u\'title\': u\'Practice Code\',u\'description\': u\'The unique code used to refer to a Practice.\',u\'name\': u\'PRACTICE_CODE\', u\'type\': u\'string\', u\'format\': u\'default\'},{u\'title\': u\'Address Field 1\',u\'description\': u\'The Address used by a Practice. This data is supplied by Primary Care Support England (PSCE), NHS England Area Teams or the Clinical Commissioning Group, whenever a new practice is opened or if a change of details is required.\',u\'name\': u\'ADDRESS_1\', u\'type\': u\'string\', u\'format\': u\'default\'},{u\'title\': u\'Address Field 2\',u\'description\': u\'The Address used by a Practice. This data is supplied by Primary Care Support England (PSCE), NHS England Area Teams or the Clinical Commissioning Group, whenever a new practice is opened or if a change of details is required.\',u\'name\': u\'ADDRESS_2\', u\'type\': u\'string\', u\'format\': u\'default\'},{u\'title\': u\'Address Field 3\',u\'description\': u\'The Address used by a Practice. This data is supplied by Primary Care Support England (PSCE), NHS England Area Teams or the Clinical Commissioning Group, whenever a new practice is opened or if a change of details is required.\',u\'name\': u\'ADDRESS_3\', u\'type\': u\'string\', u\'format\': u\'default\'},{u\'title\': u\'Address Field 4\',u\'description\': u\'The Address used by a Practice. This data is supplied by Primary Care Support England (PSCE), NHS England Area Teams or the Clinical Commissioning Group, whenever a new practice is opened or if a change of details is required.\',u\'name\': u\'ADDRESS_4\', u\'type\': u\'string\', u\'format\': u\'default\'},{u\'title\': u\'Post Code\',u\'description\': u\'The Address used by a Practice. This data is supplied by Primary Care Support England (PSCE), NHS England Area Teams or the Clinical Commissioning Group, whenever a new practice is opened or if a change of details is required.\',u\'name\': u\'POSTCODE\', u\'type\': u\'string\', u\'format\': u\'default\'},{u\'title\': u\'British National Formulary (BNF) Chemical Substance Code\',u\'description\': u\'A unique code used to refer to a BNF Chemical Substance.For example, 0501013B0\',u\'name\': u\'BNF_CHEMICAL_SUBSTANCE\', u\'type\': u\'string\', u\'format\': u\'default\'},{u\'title\': u\'British National Formulary (BNF) Chemical Substance Description\',u\'description\': u\'The name of the main active ingredient in a drug or the type of an appliance. Determined by the British National Formulatory (BNF) for drugs, or the NHS BSA for appliances. For example, Amoxicillin\',u\'name\': u\'CHEMICAL_SUBSTANCE_BNF_DESCR\', u\'type\': u\'string\', u\'format\': u\'default\'},{u\'title\': u\'British National Formulary (BNF) Code\',u\'description\': u\'The unique code used to refer to a BNF Presentation. For example, 0501013B0AAABAB\',u\'name\': u\'BNF_CODE\', u\'type\': u\'string\', u\'format\': u\'default\'},{u\'title\': u\'British National Formulary (BNF) Description\',u\'description\': u\'The name given to the specific type, strength, and formulation of a drug; or, the specific type of an appliance. For example, Amoxicillin 500mg capsules\',u\'name\': u\'BNF_DESCRIPTION\', u\'type\': u\'string\', u\'format\': u\'default\'},{u\'title\': u\'British National Formulary (BNF) Description\',u\'description\': u\'The name given to a British National Formulatory (BNF) Chapter that includes the prescribed product. Includes the numerical code used to refer to the chapter.For example, 05: Infections\',u\'name\': u\'BNF_CHAPTER_PLUS_CODE\', u\'type\': u\'string\', u\'format\': u\'default\'},{u\'title\': u\'Quantity\',u\'description\': u\'The quantity of a medicine, dressing or appliance for which an individual item was prescribed and dispensed, for each BNF Presentation. This represents a pseudo pack size, to illustrate the typical range of prescribed quantities of a given presentation. For example, a quantity of 28 for Amoxicillin 500mg capsules means that the pack size dispensed was 28 capsules.\',u\'name\': u\'QUANTITY\', u\'type\': u\'number\', u\'format\': u\'default\'},{u\'title\': u\'Items\',u\'description\': u\'The number of times a product appears on a prescription form. Prescription forms include both paper prescriptions and electronic messages.\',u\'name\': u\'ITEMS\', u\'type\': u\'number\', u\'format\': u\'default\'},{u\'title\': u\'Total Quantity\',u\'description\': u\'The total quantity of a drug or appliance that was prescribed.This is calculated by multiplying Quantity by Items. For example, if 2 items of Amoxicillin 500mg capsules with a quantity of 28 were prescribed, total quantity will be 56.\',u\'name\': u\'TOTAL_QUANTITY\', u\'type\': u\'number\', u\'format\': u\'default\'},{u\'title\': u\'Average Daily Quantity (ADQ)\',u\'description\': u\'Average Daily Quantity (ADQ) is the typical daily dose of a medication, prescribed to adult patients by GP Practices.This field shows the quantity prescribed multiplied by the strength, which is then divided by the Average Daily Quantity value.\',u\'name\': u\'ADQUSAGE\', u\'type\': u\'number\', u\'format\': u\'default\'},{u\'title\': u\'Net Ingredient Cost (NIC)\',u\'description\': u\'In GBP. The amount that would be paid using the basic price of the prescribed drug or appliance and the quantity prescribed.Sometimes called the "Net Ingredient Cost" (NIC).The basic price is given either in the Drug Tariff or is determined from prices published by manufacturers, wholesalers or suppliers. Basic price is set out in Parts 8 and 9 of the Drug Tariff. For any drugs or appliances not in Part 8, the price is usually taken from the manufacturer, wholesaler or supplier of the product.\',u\'name\': u\'NIC\', u\'type\': u\'number\', u\'format\': u\'default\'},{u\'title\': u\'Actual Cost\',u\'description\': u\'In GBP. The basic cost after adjustment for the national average discount and some payments to the dispenser.See notes for details of the calculation. The calculation is:Net Ingredient Cost - National Average Discount Percentage + (payment for consumables + out of pocket expenses + payment for containers)\',u\'name\': u\'ACTUAL_COST\', u\'type\': u\'number\', u\'format\': u\'default\'},{u\'title\': u\'Unidentified\',u\'description\': u\'This field shows data from prescription forms that could not be allocated to a Practice. Please see the guidance notes for a more detailed explanation of this field, and its uses.\',u\'name\': u\'UNIDENTIFIED\', u\'type\': u\'string\', u\'format\': u\'default\'},{u\'title\': u\'Presentation SNOMED code\',u\'description\': u\'A SNOMED CT (Systemised Nomenclature of Medicine Clinical Terms) is a clinical vocabulary readable by computers. The SNOMED code contained within the data is a unique identifier for each Medicinal Product (both VMP and AMP level). The identifier will not be re-used and or allocated to another presentation.\',u\'name\': u\'SNOMED_CODE\', u\'type\': u\'number\', u\'format\': u\'default\'}], u\'missingValues\': [u\'\']}', 'bq_table_name': 'EPD_SNOMED_202101', 'hash': '550de70703d0416a2cc6e2cbfba20c3426e14cc2b6ace959aad3f9be8619b3ef', 'description': '', 'format': 'CSV', 'mimetype_inner': None, 'url_type': 'upload', 'mimetype': 'text/csv', 'cache_url': None, 'name': 'EPD_SNOMED_202101', 'created': '2021-06-25T19:57:46.143034', 'url': 'https://opendata.nhsbsa.net/dataset/906115a6-4155-44be-8b81-f8e83cebfb84/resource/5886c8f1-700b-4895-8eb9-d57ff440f094/download/epd_snomed_202101.csv', 'last_modified': '2021-06-25T19:57:45.185854', 'position': 2, 'revision_id': 'aed266fd-d148-4149-ac32-1063af92a5e4', 'resource_type': None}, {'cache_last_updated': None, 'package_id': '906115a6-4155-44be-8b81-f8e83cebfb84', 'datastore_active': 'true', 'id': 'cbfbedb0-7001-4031-9d60-1ceca9e13779', 'size': 6317101619, 'title': 'English Prescribing Dataset (EPD) with SNOMED code - Feb 2021', 'restricted': '{level: public}', 'encoding': 'utf8', 'state': 'active', 'sha256': '2a77c5d79a68b95b283972ac03f5ef8a9e0d35b1815eb52208ef9d5874414534', 'zip_url': 'https://83025b28472d6aa2bf5ae59f3724aa78.eu.r2.cloudflarestorage.com/dx-nhs-production/DATOPIAN_DATA/EPD_SNOMED_202102.ZIP?response-content-disposition=filename%3DEPD_SNOMED_202102.ZIP&X-Amz-Algorithm=AWS4-HMAC-SHA256&X-Amz-Expires=3600&X-Amz-Credential=d1d532dd4244a61845b7ea3d94bcd4d9%2F20240528%2Fus-east-1%2Fs3%2Faws4_request&X-Amz-SignedHeaders=host&X-Amz-Date=20240528T140250Z&X-Amz-Signature=4b811ae973c4af81c1f59b902e8c0c2215f4dbedece89bb96a82410b0fdc65a0', 'lfs_prefix': 'experimental-data-sets/english-prescribing-dataset-epd-with-snomed-code', 'schema': '{u\'fields\': [{u\'title\': u\'Year and Month as YYYYMM\',u\'description\': u\'Example: 201401\',u\'name\': u\'YEAR_MONTH\', u\'type\': u\'number\', u\'format\': u\'default\'},{u\'title\': u\'Regional Office Name\',u\'description\': u\'The name given to a geographical region by NHS England. Each region supports local systems to provide more joined up and care for patients.\',u\'name\': u\'REGIONAL_OFFICE_NAME\', u\'type\': u\'string\', u\'format\': u\'default\'},{u\'title\': u\'Regional Office Code\',u\'description\': u\'The unique code used to refer to a Regional Office.\',u\'name\': u\'REGIONAL_OFFICE_CODE\', u\'type\': u\'string\', u\'format\': u\'default\'},{u\'title\': u\'STP Name\',u\'description\': u\'The name given to a geographical area by NHS England that is a smaller division of a Region. STP stands for Sustainability and Transformation Partnership\',u\'name\': u\'STP_NAME\', u\'type\': u\'string\', u\'format\': u\'default\'},{u\'title\': u\'STP Code\',u\'description\': u\'The unique code used to refer to an STP. STP stands for Sustainability and Transformation Partnership.\',u\'name\': u\'STP_CODE\', u\'type\': u\'string\', u\'format\': u\'default\'},{u\'title\': u\'Primary Care Organisation Name\',u\'description\': u\'An NHS organisation that commissions or provides care services involving prescriptions that are dispensed in the community. For example: a Clinical Commissioning Group (CCG), an NHS Trust.\',u\'name\': u\'PCO_NAME\', u\'type\': u\'string\', u\'format\': u\'default\'},{u\'title\': u\'Primary Care Organisation Code\',u\'description\': u\'The unique code used to refer to a Primary Care Organisation.\',u\'name\': u\'PCO_CODE\', u\'type\': u\'string\', u\'format\': u\'default\'},{u\'title\': u\'Practice Name\',u\'description\': u\'The name of an organisation that employs one or more prescribers who issue prescriptions that may be dispensed in the community. For example:a GP Practice, an Out-of-Hours service, a hospital department within an NHS Trust.\',u\'name\': u\'PRACTICE_NAME\', u\'type\': u\'string\', u\'format\': u\'default\'},{u\'title\': u\'Practice Code\',u\'description\': u\'The unique code used to refer to a Practice.\',u\'name\': u\'PRACTICE_CODE\', u\'type\': u\'string\', u\'format\': u\'default\'},{u\'title\': u\'Address Field 1\',u\'description\': u\'The Address used by a Practice. This data is supplied by Primary Care Support England (PSCE), NHS England Area Teams or the Clinical Commissioning Group, whenever a new practice is opened or if a change of details is required.\',u\'name\': u\'ADDRESS_1\', u\'type\': u\'string\', u\'format\': u\'default\'},{u\'title\': u\'Address Field 2\',u\'description\': u\'The Address used by a Practice. This data is supplied by Primary Care Support England (PSCE), NHS England Area Teams or the Clinical Commissioning Group, whenever a new practice is opened or if a change of details is required.\',u\'name\': u\'ADDRESS_2\', u\'type\': u\'string\', u\'format\': u\'default\'},{u\'title\': u\'Address Field 3\',u\'description\': u\'The Address used by a Practice. This data is supplied by Primary Care Support England (PSCE), NHS England Area Teams or the Clinical Commissioning Group, whenever a new practice is opened or if a change of details is required.\',u\'name\': u\'ADDRESS_3\', u\'type\': u\'string\', u\'format\': u\'default\'},{u\'title\': u\'Address Field 4\',u\'description\': u\'The Address used by a Practice. This data is supplied by Primary Care Support England (PSCE), NHS England Area Teams or the Clinical Commissioning Group, whenever a new practice is opened or if a change of details is required.\',u\'name\': u\'ADDRESS_4\', u\'type\': u\'string\', u\'format\': u\'default\'},{u\'title\': u\'Post Code\',u\'description\': u\'The Address used by a Practice. This data is supplied by Primary Care Support England (PSCE), NHS England Area Teams or the Clinical Commissioning Group, whenever a new practice is opened or if a change of details is required.\',u\'name\': u\'POSTCODE\', u\'type\': u\'string\', u\'format\': u\'default\'},{u\'title\': u\'British National Formulary (BNF) Chemical Substance Code\',u\'description\': u\'A unique code used to refer to a BNF Chemical Substance.For example, 0501013B0\',u\'name\': u\'BNF_CHEMICAL_SUBSTANCE\', u\'type\': u\'string\', u\'format\': u\'default\'},{u\'title\': u\'British National Formulary (BNF) Chemical Substance Description\',u\'description\': u\'The name of the main active ingredient in a drug or the type of an appliance. Determined by the British National Formulatory (BNF) for drugs, or the NHS BSA for appliances. For example, Amoxicillin\',u\'name\': u\'CHEMICAL_SUBSTANCE_BNF_DESCR\', u\'type\': u\'string\', u\'format\': u\'default\'},{u\'title\': u\'British National Formulary (BNF) Code\',u\'description\': u\'The unique code used to refer to a BNF Presentation. For example, 0501013B0AAABAB\',u\'name\': u\'BNF_CODE\', u\'type\': u\'string\', u\'format\': u\'default\'},{u\'title\': u\'British National Formulary (BNF) Description\',u\'description\': u\'The name given to the specific type, strength, and formulation of a drug; or, the specific type of an appliance. For example, Amoxicillin 500mg capsules\',u\'name\': u\'BNF_DESCRIPTION\', u\'type\': u\'string\', u\'format\': u\'default\'},{u\'title\': u\'British National Formulary (BNF) Description\',u\'description\': u\'The name given to a British National Formulatory (BNF) Chapter that includes the prescribed product. Includes the numerical code used to refer to the chapter.For example, 05: Infections\',u\'name\': u\'BNF_CHAPTER_PLUS_CODE\', u\'type\': u\'string\', u\'format\': u\'default\'},{u\'title\': u\'Quantity\',u\'description\': u\'The quantity of a medicine, dressing or appliance for which an individual item was prescribed and dispensed, for each BNF Presentation. This represents a pseudo pack size, to illustrate the typical range of prescribed quantities of a given presentation. For example, a quantity of 28 for Amoxicillin 500mg capsules means that the pack size dispensed was 28 capsules.\',u\'name\': u\'QUANTITY\', u\'type\': u\'number\', u\'format\': u\'default\'},{u\'title\': u\'Items\',u\'description\': u\'The number of times a product appears on a prescription form. Prescription forms include both paper prescriptions and electronic messages.\',u\'name\': u\'ITEMS\', u\'type\': u\'number\', u\'format\': u\'default\'},{u\'title\': u\'Total Quantity\',u\'description\': u\'The total quantity of a drug or appliance that was prescribed.This is calculated by multiplying Quantity by Items. For example, if 2 items of Amoxicillin 500mg capsules with a quantity of 28 were prescribed, total quantity will be 56.\',u\'name\': u\'TOTAL_QUANTITY\', u\'type\': u\'number\', u\'format\': u\'default\'},{u\'title\': u\'Average Daily Quantity (ADQ)\',u\'description\': u\'Average Daily Quantity (ADQ) is the typical daily dose of a medication, prescribed to adult patients by GP Practices.This field shows the quantity prescribed multiplied by the strength, which is then divided by the Average Daily Quantity value.\',u\'name\': u\'ADQUSAGE\', u\'type\': u\'number\', u\'format\': u\'default\'},{u\'title\': u\'Net Ingredient Cost (NIC)\',u\'description\': u\'In GBP. The amount that would be paid using the basic price of the prescribed drug or appliance and the quantity prescribed.Sometimes called the "Net Ingredient Cost" (NIC).The basic price is given either in the Drug Tariff or is determined from prices published by manufacturers, wholesalers or suppliers. Basic price is set out in Parts 8 and 9 of the Drug Tariff. For any drugs or appliances not in Part 8, the price is usually taken from the manufacturer, wholesaler or supplier of the product.\',u\'name\': u\'NIC\', u\'type\': u\'number\', u\'format\': u\'default\'},{u\'title\': u\'Actual Cost\',u\'description\': u\'In GBP. The basic cost after adjustment for the national average discount and some payments to the dispenser.See notes for details of the calculation. The calculation is:Net Ingredient Cost - National Average Discount Percentage + (payment for consumables + out of pocket expenses + payment for containers)\',u\'name\': u\'ACTUAL_COST\', u\'type\': u\'number\', u\'format\': u\'default\'},{u\'title\': u\'Unidentified\',u\'description\': u\'This field shows data from prescription forms that could not be allocated to a Practice. Please see the guidance notes for a more detailed explanation of this field, and its uses.\',u\'name\': u\'UNIDENTIFIED\', u\'type\': u\'string\', u\'format\': u\'default\'},{u\'title\': u\'Presentation SNOMED code\',u\'description\': u\'A SNOMED CT (Systemised Nomenclature of Medicine Clinical Terms) is a clinical vocabulary readable by computers. The SNOMED code contained within the data is a unique identifier for each Medicinal Product (both VMP and AMP level). The identifier will not be re-used and or allocated to another presentation.\',u\'name\': u\'SNOMED_CODE\', u\'type\': u\'number\', u\'format\': u\'default\'}], u\'missingValues\': [u\'\']}', 'bq_table_name': 'EPD_SNOMED_202102', 'hash': '2a77c5d79a68b95b283972ac03f5ef8a9e0d35b1815eb52208ef9d5874414534', 'description': '', 'format': 'CSV', 'mimetype_inner': None, 'url_type': 'upload', 'mimetype': 'text/csv', 'cache_url': None, 'name': 'EPD_SNOMED_202102', 'created': '2021-06-25T20:58:30.115243', 'url': 'https://opendata.nhsbsa.net/dataset/906115a6-4155-44be-8b81-f8e83cebfb84/resource/cbfbedb0-7001-4031-9d60-1ceca9e13779/download/epd_snomed_202102.csv', 'last_modified': '2021-06-25T20:58:29.522498', 'position': 3, 'revision_id': 'aed266fd-d148-4149-ac32-1063af92a5e4', 'resource_type': None}, {'cache_last_updated': None, 'package_id': '906115a6-4155-44be-8b81-f8e83cebfb84', 'datastore_active': 'true', 'id': 'd9ac2bd2-aa6d-4f8d-a830-e34bd7c1eb4c', 'size': 6617587279, 'title': 'English Prescribing Dataset (EPD) with SNOMED code - Mar 2021', 'restricted': '{level: public}', 'encoding': 'utf8', 'state': 'active', 'sha256': '43b15c916048b9bec4baf6b47a179c670bf03fe19ff4b151f887a5f68299589e', 'zip_url': 'https://83025b28472d6aa2bf5ae59f3724aa78.eu.r2.cloudflarestorage.com/dx-nhs-production/DATOPIAN_DATA/EPD_SNOMED_202103.ZIP?response-content-disposition=filename%3DEPD_SNOMED_202103.ZIP&X-Amz-Algorithm=AWS4-HMAC-SHA256&X-Amz-Expires=3600&X-Amz-Credential=d1d532dd4244a61845b7ea3d94bcd4d9%2F20240528%2Fus-east-1%2Fs3%2Faws4_request&X-Amz-SignedHeaders=host&X-Amz-Date=20240528T140250Z&X-Amz-Signature=3b773314262a342d431d6d75da24b72a3726ac3fbc4849e56489903953a02b0f', 'lfs_prefix': 'experimental-data-sets/english-prescribing-dataset-epd-with-snomed-code', 'schema': '{u\'fields\': [{u\'title\': u\'Year and Month as YYYYMM\',u\'description\': u\'Example: 201401\',u\'name\': u\'YEAR_MONTH\', u\'type\': u\'number\', u\'format\': u\'default\'},{u\'title\': u\'Regional Office Name\',u\'description\': u\'The name given to a geographical region by NHS England. Each region supports local systems to provide more joined up and care for patients.\',u\'name\': u\'REGIONAL_OFFICE_NAME\', u\'type\': u\'string\', u\'format\': u\'default\'},{u\'title\': u\'Regional Office Code\',u\'description\': u\'The unique code used to refer to a Regional Office.\',u\'name\': u\'REGIONAL_OFFICE_CODE\', u\'type\': u\'string\', u\'format\': u\'default\'},{u\'title\': u\'STP Name\',u\'description\': u\'The name given to a geographical area by NHS England that is a smaller division of a Region. STP stands for Sustainability and Transformation Partnership\',u\'name\': u\'STP_NAME\', u\'type\': u\'string\', u\'format\': u\'default\'},{u\'title\': u\'STP Code\',u\'description\': u\'The unique code used to refer to an STP. STP stands for Sustainability and Transformation Partnership.\',u\'name\': u\'STP_CODE\', u\'type\': u\'string\', u\'format\': u\'default\'},{u\'title\': u\'Primary Care Organisation Name\',u\'description\': u\'An NHS organisation that commissions or provides care services involving prescriptions that are dispensed in the community. For example: a Clinical Commissioning Group (CCG), an NHS Trust.\',u\'name\': u\'PCO_NAME\', u\'type\': u\'string\', u\'format\': u\'default\'},{u\'title\': u\'Primary Care Organisation Code\',u\'description\': u\'The unique code used to refer to a Primary Care Organisation.\',u\'name\': u\'PCO_CODE\', u\'type\': u\'string\', u\'format\': u\'default\'},{u\'title\': u\'Practice Name\',u\'description\': u\'The name of an organisation that employs one or more prescribers who issue prescriptions that may be dispensed in the community. For example:a GP Practice, an Out-of-Hours service, a hospital department within an NHS Trust.\',u\'name\': u\'PRACTICE_NAME\', u\'type\': u\'string\', u\'format\': u\'default\'},{u\'title\': u\'Practice Code\',u\'description\': u\'The unique code used to refer to a Practice.\',u\'name\': u\'PRACTICE_CODE\', u\'type\': u\'string\', u\'format\': u\'default\'},{u\'title\': u\'Address Field 1\',u\'description\': u\'The Address used by a Practice. This data is supplied by Primary Care Support England (PSCE), NHS England Area Teams or the Clinical Commissioning Group, whenever a new practice is opened or if a change of details is required.\',u\'name\': u\'ADDRESS_1\', u\'type\': u\'string\', u\'format\': u\'default\'},{u\'title\': u\'Address Field 2\',u\'description\': u\'The Address used by a Practice. This data is supplied by Primary Care Support England (PSCE), NHS England Area Teams or the Clinical Commissioning Group, whenever a new practice is opened or if a change of details is required.\',u\'name\': u\'ADDRESS_2\', u\'type\': u\'string\', u\'format\': u\'default\'},{u\'title\': u\'Address Field 3\',u\'description\': u\'The Address used by a Practice. This data is supplied by Primary Care Support England (PSCE), NHS England Area Teams or the Clinical Commissioning Group, whenever a new practice is opened or if a change of details is required.\',u\'name\': u\'ADDRESS_3\', u\'type\': u\'string\', u\'format\': u\'default\'},{u\'title\': u\'Address Field 4\',u\'description\': u\'The Address used by a Practice. This data is supplied by Primary Care Support England (PSCE), NHS England Area Teams or the Clinical Commissioning Group, whenever a new practice is opened or if a change of details is required.\',u\'name\': u\'ADDRESS_4\', u\'type\': u\'string\', u\'format\': u\'default\'},{u\'title\': u\'Post Code\',u\'description\': u\'The Address used by a Practice. This data is supplied by Primary Care Support England (PSCE), NHS England Area Teams or the Clinical Commissioning Group, whenever a new practice is opened or if a change of details is required.\',u\'name\': u\'POSTCODE\', u\'type\': u\'string\', u\'format\': u\'default\'},{u\'title\': u\'British National Formulary (BNF) Chemical Substance Code\',u\'description\': u\'A unique code used to refer to a BNF Chemical Substance.For example, 0501013B0\',u\'name\': u\'BNF_CHEMICAL_SUBSTANCE\', u\'type\': u\'string\', u\'format\': u\'default\'},{u\'title\': u\'British National Formulary (BNF) Chemical Substance Description\',u\'description\': u\'The name of the main active ingredient in a drug or the type of an appliance. Determined by the British National Formulatory (BNF) for drugs, or the NHS BSA for appliances. For example, Amoxicillin\',u\'name\': u\'CHEMICAL_SUBSTANCE_BNF_DESCR\', u\'type\': u\'string\', u\'format\': u\'default\'},{u\'title\': u\'British National Formulary (BNF) Code\',u\'description\': u\'The unique code used to refer to a BNF Presentation. For example, 0501013B0AAABAB\',u\'name\': u\'BNF_CODE\', u\'type\': u\'string\', u\'format\': u\'default\'},{u\'title\': u\'British National Formulary (BNF) Description\',u\'description\': u\'The name given to the specific type, strength, and formulation of a drug; or, the specific type of an appliance. For example, Amoxicillin 500mg capsules\',u\'name\': u\'BNF_DESCRIPTION\', u\'type\': u\'string\', u\'format\': u\'default\'},{u\'title\': u\'British National Formulary (BNF) Description\',u\'description\': u\'The name given to a British National Formulatory (BNF) Chapter that includes the prescribed product. Includes the numerical code used to refer to the chapter.For example, 05: Infections\',u\'name\': u\'BNF_CHAPTER_PLUS_CODE\', u\'type\': u\'string\', u\'format\': u\'default\'},{u\'title\': u\'Quantity\',u\'description\': u\'The quantity of a medicine, dressing or appliance for which an individual item was prescribed and dispensed, for each BNF Presentation. This represents a pseudo pack size, to illustrate the typical range of prescribed quantities of a given presentation. For example, a quantity of 28 for Amoxicillin 500mg capsules means that the pack size dispensed was 28 capsules.\',u\'name\': u\'QUANTITY\', u\'type\': u\'number\', u\'format\': u\'default\'},{u\'title\': u\'Items\',u\'description\': u\'The number of times a product appears on a prescription form. Prescription forms include both paper prescriptions and electronic messages.\',u\'name\': u\'ITEMS\', u\'type\': u\'number\', u\'format\': u\'default\'},{u\'title\': u\'Total Quantity\',u\'description\': u\'The total quantity of a drug or appliance that was prescribed.This is calculated by multiplying Quantity by Items. For example, if 2 items of Amoxicillin 500mg capsules with a quantity of 28 were prescribed, total quantity will be 56.\',u\'name\': u\'TOTAL_QUANTITY\', u\'type\': u\'number\', u\'format\': u\'default\'},{u\'title\': u\'Average Daily Quantity (ADQ)\',u\'description\': u\'Average Daily Quantity (ADQ) is the typical daily dose of a medication, prescribed to adult patients by GP Practices.This field shows the quantity prescribed multiplied by the strength, which is then divided by the Average Daily Quantity value.\',u\'name\': u\'ADQUSAGE\', u\'type\': u\'number\', u\'format\': u\'default\'},{u\'title\': u\'Net Ingredient Cost (NIC)\',u\'description\': u\'In GBP. The amount that would be paid using the basic price of the prescribed drug or appliance and the quantity prescribed.Sometimes called the "Net Ingredient Cost" (NIC).The basic price is given either in the Drug Tariff or is determined from prices published by manufacturers, wholesalers or suppliers. Basic price is set out in Parts 8 and 9 of the Drug Tariff. For any drugs or appliances not in Part 8, the price is usually taken from the manufacturer, wholesaler or supplier of the product.\',u\'name\': u\'NIC\', u\'type\': u\'number\', u\'format\': u\'default\'},{u\'title\': u\'Actual Cost\',u\'description\': u\'In GBP. The basic cost after adjustment for the national average discount and some payments to the dispenser.See notes for details of the calculation. The calculation is:Net Ingredient Cost - National Average Discount Percentage + (payment for consumables + out of pocket expenses + payment for containers)\',u\'name\': u\'ACTUAL_COST\', u\'type\': u\'number\', u\'format\': u\'default\'},{u\'title\': u\'Unidentified\',u\'description\': u\'This field shows data from prescription forms that could not be allocated to a Practice. Please see the guidance notes for a more detailed explanation of this field, and its uses.\',u\'name\': u\'UNIDENTIFIED\', u\'type\': u\'string\', u\'format\': u\'default\'},{u\'title\': u\'Presentation SNOMED code\',u\'description\': u\'A SNOMED CT (Systemised Nomenclature of Medicine Clinical Terms) is a clinical vocabulary readable by computers. The SNOMED code contained within the data is a unique identifier for each Medicinal Product (both VMP and AMP level). The identifier will not be re-used and or allocated to another presentation.\',u\'name\': u\'SNOMED_CODE\', u\'type\': u\'number\', u\'format\': u\'default\'}], u\'missingValues\': [u\'\']}', 'bq_table_name': 'EPD_SNOMED_202103', 'hash': '43b15c916048b9bec4baf6b47a179c670bf03fe19ff4b151f887a5f68299589e', 'description': '', 'format': 'CSV', 'mimetype_inner': None, 'url_type': 'upload', 'mimetype': 'text/csv', 'cache_url': None, 'name': 'EPD_SNOMED_202103', 'created': '2021-06-25T21:59:34.640197', 'url': 'https://opendata.nhsbsa.net/dataset/906115a6-4155-44be-8b81-f8e83cebfb84/resource/d9ac2bd2-aa6d-4f8d-a830-e34bd7c1eb4c/download/epd_snomed_202103.csv', 'last_modified': '2021-06-25T21:59:34.438974', 'position': 4, 'revision_id': 'aed266fd-d148-4149-ac32-1063af92a5e4', 'resource_type': None}, {'cache_last_updated': None, 'package_id': '906115a6-4155-44be-8b81-f8e83cebfb84', 'datastore_active': 'true', 'id': '0e879024-1fef-4a85-8980-64537f8b6fcc', 'size': 6582203870, 'title': 'English Prescribing Dataset (EPD) with SNOMED code - Apr 2021', 'restricted': '{level: public}', 'encoding': 'utf8', 'state': 'active', 'sha256': '886a980eb8410dc23a60fff1a3b73c6b6893b2f36c04cfda34a07c8a5ad2334a', 'zip_url': 'https://83025b28472d6aa2bf5ae59f3724aa78.eu.r2.cloudflarestorage.com/dx-nhs-production/DATOPIAN_DATA/EPD_SNOMED_202104.ZIP?response-content-disposition=filename%3DEPD_SNOMED_202104.ZIP&X-Amz-Algorithm=AWS4-HMAC-SHA256&X-Amz-Expires=3600&X-Amz-Credential=d1d532dd4244a61845b7ea3d94bcd4d9%2F20240528%2Fus-east-1%2Fs3%2Faws4_request&X-Amz-SignedHeaders=host&X-Amz-Date=20240528T140250Z&X-Amz-Signature=921e40be516f32ebb43bb746456dc72e03e2db5cd42087d95ecf9ae9c68b8c4f', 'lfs_prefix': 'experimental-data-sets/english-prescribing-dataset-epd-with-snomed-code', 'schema': '{u\'fields\': [{u\'title\': u\'Year and Month as YYYYMM\',u\'description\': u\'Example: 201401\',u\'name\': u\'YEAR_MONTH\', u\'type\': u\'number\', u\'format\': u\'default\'},{u\'title\': u\'Regional Office Name\',u\'description\': u\'The name given to a geographical region by NHS England. Each region supports local systems to provide more joined up and care for patients.\',u\'name\': u\'REGIONAL_OFFICE_NAME\', u\'type\': u\'string\', u\'format\': u\'default\'},{u\'title\': u\'Regional Office Code\',u\'description\': u\'The unique code used to refer to a Regional Office.\',u\'name\': u\'REGIONAL_OFFICE_CODE\', u\'type\': u\'string\', u\'format\': u\'default\'},{u\'title\': u\'STP Name\',u\'description\': u\'The name given to a geographical area by NHS England that is a smaller division of a Region. STP stands for Sustainability and Transformation Partnership\',u\'name\': u\'STP_NAME\', u\'type\': u\'string\', u\'format\': u\'default\'},{u\'title\': u\'STP Code\',u\'description\': u\'The unique code used to refer to an STP. STP stands for Sustainability and Transformation Partnership.\',u\'name\': u\'STP_CODE\', u\'type\': u\'string\', u\'format\': u\'default\'},{u\'title\': u\'Primary Care Organisation Name\',u\'description\': u\'An NHS organisation that commissions or provides care services involving prescriptions that are dispensed in the community. For example: a Clinical Commissioning Group (CCG), an NHS Trust.\',u\'name\': u\'PCO_NAME\', u\'type\': u\'string\', u\'format\': u\'default\'},{u\'title\': u\'Primary Care Organisation Code\',u\'description\': u\'The unique code used to refer to a Primary Care Organisation.\',u\'name\': u\'PCO_CODE\', u\'type\': u\'string\', u\'format\': u\'default\'},{u\'title\': u\'Practice Name\',u\'description\': u\'The name of an organisation that employs one or more prescribers who issue prescriptions that may be dispensed in the community. For example:a GP Practice, an Out-of-Hours service, a hospital department within an NHS Trust.\',u\'name\': u\'PRACTICE_NAME\', u\'type\': u\'string\', u\'format\': u\'default\'},{u\'title\': u\'Practice Code\',u\'description\': u\'The unique code used to refer to a Practice.\',u\'name\': u\'PRACTICE_CODE\', u\'type\': u\'string\', u\'format\': u\'default\'},{u\'title\': u\'Address Field 1\',u\'description\': u\'The Address used by a Practice. This data is supplied by Primary Care Support England (PSCE), NHS England Area Teams or the Clinical Commissioning Group, whenever a new practice is opened or if a change of details is required.\',u\'name\': u\'ADDRESS_1\', u\'type\': u\'string\', u\'format\': u\'default\'},{u\'title\': u\'Address Field 2\',u\'description\': u\'The Address used by a Practice. This data is supplied by Primary Care Support England (PSCE), NHS England Area Teams or the Clinical Commissioning Group, whenever a new practice is opened or if a change of details is required.\',u\'name\': u\'ADDRESS_2\', u\'type\': u\'string\', u\'format\': u\'default\'},{u\'title\': u\'Address Field 3\',u\'description\': u\'The Address used by a Practice. This data is supplied by Primary Care Support England (PSCE), NHS England Area Teams or the Clinical Commissioning Group, whenever a new practice is opened or if a change of details is required.\',u\'name\': u\'ADDRESS_3\', u\'type\': u\'string\', u\'format\': u\'default\'},{u\'title\': u\'Address Field 4\',u\'description\': u\'The Address used by a Practice. This data is supplied by Primary Care Support England (PSCE), NHS England Area Teams or the Clinical Commissioning Group, whenever a new practice is opened or if a change of details is required.\',u\'name\': u\'ADDRESS_4\', u\'type\': u\'string\', u\'format\': u\'default\'},{u\'title\': u\'Post Code\',u\'description\': u\'The Address used by a Practice. This data is supplied by Primary Care Support England (PSCE), NHS England Area Teams or the Clinical Commissioning Group, whenever a new practice is opened or if a change of details is required.\',u\'name\': u\'POSTCODE\', u\'type\': u\'string\', u\'format\': u\'default\'},{u\'title\': u\'British National Formulary (BNF) Chemical Substance Code\',u\'description\': u\'A unique code used to refer to a BNF Chemical Substance.For example, 0501013B0\',u\'name\': u\'BNF_CHEMICAL_SUBSTANCE\', u\'type\': u\'string\', u\'format\': u\'default\'},{u\'title\': u\'British National Formulary (BNF) Chemical Substance Description\',u\'description\': u\'The name of the main active ingredient in a drug or the type of an appliance. Determined by the British National Formulatory (BNF) for drugs, or the NHS BSA for appliances. For example, Amoxicillin\',u\'name\': u\'CHEMICAL_SUBSTANCE_BNF_DESCR\', u\'type\': u\'string\', u\'format\': u\'default\'},{u\'title\': u\'British National Formulary (BNF) Code\',u\'description\': u\'The unique code used to refer to a BNF Presentation. For example, 0501013B0AAABAB\',u\'name\': u\'BNF_CODE\', u\'type\': u\'string\', u\'format\': u\'default\'},{u\'title\': u\'British National Formulary (BNF) Description\',u\'description\': u\'The name given to the specific type, strength, and formulation of a drug; or, the specific type of an appliance. For example, Amoxicillin 500mg capsules\',u\'name\': u\'BNF_DESCRIPTION\', u\'type\': u\'string\', u\'format\': u\'default\'},{u\'title\': u\'British National Formulary (BNF) Description\',u\'description\': u\'The name given to a British National Formulatory (BNF) Chapter that includes the prescribed product. Includes the numerical code used to refer to the chapter.For example, 05: Infections\',u\'name\': u\'BNF_CHAPTER_PLUS_CODE\', u\'type\': u\'string\', u\'format\': u\'default\'},{u\'title\': u\'Quantity\',u\'description\': u\'The quantity of a medicine, dressing or appliance for which an individual item was prescribed and dispensed, for each BNF Presentation. This represents a pseudo pack size, to illustrate the typical range of prescribed quantities of a given presentation. For example, a quantity of 28 for Amoxicillin 500mg capsules means that the pack size dispensed was 28 capsules.\',u\'name\': u\'QUANTITY\', u\'type\': u\'number\', u\'format\': u\'default\'},{u\'title\': u\'Items\',u\'description\': u\'The number of times a product appears on a prescription form. Prescription forms include both paper prescriptions and electronic messages.\',u\'name\': u\'ITEMS\', u\'type\': u\'number\', u\'format\': u\'default\'},{u\'title\': u\'Total Quantity\',u\'description\': u\'The total quantity of a drug or appliance that was prescribed.This is calculated by multiplying Quantity by Items. For example, if 2 items of Amoxicillin 500mg capsules with a quantity of 28 were prescribed, total quantity will be 56.\',u\'name\': u\'TOTAL_QUANTITY\', u\'type\': u\'number\', u\'format\': u\'default\'},{u\'title\': u\'Average Daily Quantity (ADQ)\',u\'description\': u\'Average Daily Quantity (ADQ) is the typical daily dose of a medication, prescribed to adult patients by GP Practices.This field shows the quantity prescribed multiplied by the strength, which is then divided by the Average Daily Quantity value.\',u\'name\': u\'ADQUSAGE\', u\'type\': u\'number\', u\'format\': u\'default\'},{u\'title\': u\'Net Ingredient Cost (NIC)\',u\'description\': u\'In GBP. The amount that would be paid using the basic price of the prescribed drug or appliance and the quantity prescribed.Sometimes called the "Net Ingredient Cost" (NIC).The basic price is given either in the Drug Tariff or is determined from prices published by manufacturers, wholesalers or suppliers. Basic price is set out in Parts 8 and 9 of the Drug Tariff. For any drugs or appliances not in Part 8, the price is usually taken from the manufacturer, wholesaler or supplier of the product.\',u\'name\': u\'NIC\', u\'type\': u\'number\', u\'format\': u\'default\'},{u\'title\': u\'Actual Cost\',u\'description\': u\'In GBP. The basic cost after adjustment for the national average discount and some payments to the dispenser.See notes for details of the calculation. The calculation is:Net Ingredient Cost - National Average Discount Percentage + (payment for consumables + out of pocket expenses + payment for containers)\',u\'name\': u\'ACTUAL_COST\', u\'type\': u\'number\', u\'format\': u\'default\'},{u\'title\': u\'Unidentified\',u\'description\': u\'This field shows data from prescription forms that could not be allocated to a Practice. Please see the guidance notes for a more detailed explanation of this field, and its uses.\',u\'name\': u\'UNIDENTIFIED\', u\'type\': u\'string\', u\'format\': u\'default\'},{u\'title\': u\'Presentation SNOMED code\',u\'description\': u\'A SNOMED CT (Systemised Nomenclature of Medicine Clinical Terms) is a clinical vocabulary readable by computers. The SNOMED code contained within the data is a unique identifier for each Medicinal Product (both VMP and AMP level). The identifier will not be re-used and or allocated to another presentation.\',u\'name\': u\'SNOMED_CODE\', u\'type\': u\'number\', u\'format\': u\'default\'}], u\'missingValues\': [u\'\']}', 'bq_table_name': 'EPD_SNOMED_202104', 'hash': '886a980eb8410dc23a60fff1a3b73c6b6893b2f36c04cfda34a07c8a5ad2334a', 'description': '', 'format': 'CSV', 'mimetype_inner': None, 'url_type': 'upload', 'mimetype': 'text/csv', 'cache_url': None, 'name': 'EPD_SNOMED_202104', 'created': '2021-06-25T23:00:16.401715', 'url': 'https://opendata.nhsbsa.net/dataset/906115a6-4155-44be-8b81-f8e83cebfb84/resource/0e879024-1fef-4a85-8980-64537f8b6fcc/download/epd_snomed_202104.csv', 'last_modified': '2021-06-25T23:00:16.295414', 'position': 5, 'revision_id': 'aed266fd-d148-4149-ac32-1063af92a5e4', 'resource_type': None}, {'cache_last_updated': None, 'package_id': '906115a6-4155-44be-8b81-f8e83cebfb84', 'datastore_active': 'true', 'id': '33e0ea36-c33b-4797-86d4-efdb883eff8d', 'size': 6502137963, 'title': 'English Prescribing Dataset (EPD) with SNOMED code - May 2021', 'restricted': '{level: public}', 'encoding': 'utf8', 'state': 'active', 'sha256': '1273b124a47f2ed5e689665df0d17a04bf344714608ada9f8f9f3bfa54181273', 'zip_url': 'https://83025b28472d6aa2bf5ae59f3724aa78.eu.r2.cloudflarestorage.com/dx-nhs-production/DATOPIAN_DATA/EPD_SNOMED_202105.ZIP?response-content-disposition=filename%3DEPD_SNOMED_202105.ZIP&X-Amz-Algorithm=AWS4-HMAC-SHA256&X-Amz-Expires=3600&X-Amz-Credential=d1d532dd4244a61845b7ea3d94bcd4d9%2F20240528%2Fus-east-1%2Fs3%2Faws4_request&X-Amz-SignedHeaders=host&X-Amz-Date=20240528T140250Z&X-Amz-Signature=f00b0b160f0aa8d6a6aed1ccc40c0adbf09d899317d8fef21c459c14846f94e1', 'lfs_prefix': 'experimental-data-sets/english-prescribing-dataset-epd-with-snomed-code', 'schema': '{u\'fields\': [{u\'title\': u\'Year and Month as YYYYMM\',u\'description\': u\'Example: 201401\',u\'name\': u\'YEAR_MONTH\', u\'type\': u\'number\', u\'format\': u\'default\'},{u\'title\': u\'Regional Office Name\',u\'description\': u\'The name given to a geographical region by NHS England. Each region supports local systems to provide more joined up and care for patients.\',u\'name\': u\'REGIONAL_OFFICE_NAME\', u\'type\': u\'string\', u\'format\': u\'default\'},{u\'title\': u\'Regional Office Code\',u\'description\': u\'The unique code used to refer to a Regional Office.\',u\'name\': u\'REGIONAL_OFFICE_CODE\', u\'type\': u\'string\', u\'format\': u\'default\'},{u\'title\': u\'STP Name\',u\'description\': u\'The name given to a geographical area by NHS England that is a smaller division of a Region. STP stands for Sustainability and Transformation Partnership\',u\'name\': u\'STP_NAME\', u\'type\': u\'string\', u\'format\': u\'default\'},{u\'title\': u\'STP Code\',u\'description\': u\'The unique code used to refer to an STP. STP stands for Sustainability and Transformation Partnership.\',u\'name\': u\'STP_CODE\', u\'type\': u\'string\', u\'format\': u\'default\'},{u\'title\': u\'Primary Care Organisation Name\',u\'description\': u\'An NHS organisation that commissions or provides care services involving prescriptions that are dispensed in the community. For example: a Clinical Commissioning Group (CCG), an NHS Trust.\',u\'name\': u\'PCO_NAME\', u\'type\': u\'string\', u\'format\': u\'default\'},{u\'title\': u\'Primary Care Organisation Code\',u\'description\': u\'The unique code used to refer to a Primary Care Organisation.\',u\'name\': u\'PCO_CODE\', u\'type\': u\'string\', u\'format\': u\'default\'},{u\'title\': u\'Practice Name\',u\'description\': u\'The name of an organisation that employs one or more prescribers who issue prescriptions that may be dispensed in the community. For example:a GP Practice, an Out-of-Hours service, a hospital department within an NHS Trust.\',u\'name\': u\'PRACTICE_NAME\', u\'type\': u\'string\', u\'format\': u\'default\'},{u\'title\': u\'Practice Code\',u\'description\': u\'The unique code used to refer to a Practice.\',u\'name\': u\'PRACTICE_CODE\', u\'type\': u\'string\', u\'format\': u\'default\'},{u\'title\': u\'Address Field 1\',u\'description\': u\'The Address used by a Practice. This data is supplied by Primary Care Support England (PSCE), NHS England Area Teams or the Clinical Commissioning Group, whenever a new practice is opened or if a change of details is required.\',u\'name\': u\'ADDRESS_1\', u\'type\': u\'string\', u\'format\': u\'default\'},{u\'title\': u\'Address Field 2\',u\'description\': u\'The Address used by a Practice. This data is supplied by Primary Care Support England (PSCE), NHS England Area Teams or the Clinical Commissioning Group, whenever a new practice is opened or if a change of details is required.\',u\'name\': u\'ADDRESS_2\', u\'type\': u\'string\', u\'format\': u\'default\'},{u\'title\': u\'Address Field 3\',u\'description\': u\'The Address used by a Practice. This data is supplied by Primary Care Support England (PSCE), NHS England Area Teams or the Clinical Commissioning Group, whenever a new practice is opened or if a change of details is required.\',u\'name\': u\'ADDRESS_3\', u\'type\': u\'string\', u\'format\': u\'default\'},{u\'title\': u\'Address Field 4\',u\'description\': u\'The Address used by a Practice. This data is supplied by Primary Care Support England (PSCE), NHS England Area Teams or the Clinical Commissioning Group, whenever a new practice is opened or if a change of details is required.\',u\'name\': u\'ADDRESS_4\', u\'type\': u\'string\', u\'format\': u\'default\'},{u\'title\': u\'Post Code\',u\'description\': u\'The Address used by a Practice. This data is supplied by Primary Care Support England (PSCE), NHS England Area Teams or the Clinical Commissioning Group, whenever a new practice is opened or if a change of details is required.\',u\'name\': u\'POSTCODE\', u\'type\': u\'string\', u\'format\': u\'default\'},{u\'title\': u\'British National Formulary (BNF) Chemical Substance Code\',u\'description\': u\'A unique code used to refer to a BNF Chemical Substance.For example, 0501013B0\',u\'name\': u\'BNF_CHEMICAL_SUBSTANCE\', u\'type\': u\'string\', u\'format\': u\'default\'},{u\'title\': u\'British National Formulary (BNF) Chemical Substance Description\',u\'description\': u\'The name of the main active ingredient in a drug or the type of an appliance. Determined by the British National Formulatory (BNF) for drugs, or the NHS BSA for appliances. For example, Amoxicillin\',u\'name\': u\'CHEMICAL_SUBSTANCE_BNF_DESCR\', u\'type\': u\'string\', u\'format\': u\'default\'},{u\'title\': u\'British National Formulary (BNF) Code\',u\'description\': u\'The unique code used to refer to a BNF Presentation. For example, 0501013B0AAABAB\',u\'name\': u\'BNF_CODE\', u\'type\': u\'string\', u\'format\': u\'default\'},{u\'title\': u\'British National Formulary (BNF) Description\',u\'description\': u\'The name given to the specific type, strength, and formulation of a drug; or, the specific type of an appliance. For example, Amoxicillin 500mg capsules\',u\'name\': u\'BNF_DESCRIPTION\', u\'type\': u\'string\', u\'format\': u\'default\'},{u\'title\': u\'British National Formulary (BNF) Description\',u\'description\': u\'The name given to a British National Formulatory (BNF) Chapter that includes the prescribed product. Includes the numerical code used to refer to the chapter.For example, 05: Infections\',u\'name\': u\'BNF_CHAPTER_PLUS_CODE\', u\'type\': u\'string\', u\'format\': u\'default\'},{u\'title\': u\'Quantity\',u\'description\': u\'The quantity of a medicine, dressing or appliance for which an individual item was prescribed and dispensed, for each BNF Presentation. This represents a pseudo pack size, to illustrate the typical range of prescribed quantities of a given presentation. For example, a quantity of 28 for Amoxicillin 500mg capsules means that the pack size dispensed was 28 capsules.\',u\'name\': u\'QUANTITY\', u\'type\': u\'number\', u\'format\': u\'default\'},{u\'title\': u\'Items\',u\'description\': u\'The number of times a product appears on a prescription form. Prescription forms include both paper prescriptions and electronic messages.\',u\'name\': u\'ITEMS\', u\'type\': u\'number\', u\'format\': u\'default\'},{u\'title\': u\'Total Quantity\',u\'description\': u\'The total quantity of a drug or appliance that was prescribed.This is calculated by multiplying Quantity by Items. For example, if 2 items of Amoxicillin 500mg capsules with a quantity of 28 were prescribed, total quantity will be 56.\',u\'name\': u\'TOTAL_QUANTITY\', u\'type\': u\'number\', u\'format\': u\'default\'},{u\'title\': u\'Average Daily Quantity (ADQ)\',u\'description\': u\'Average Daily Quantity (ADQ) is the typical daily dose of a medication, prescribed to adult patients by GP Practices.This field shows the quantity prescribed multiplied by the strength, which is then divided by the Average Daily Quantity value.\',u\'name\': u\'ADQUSAGE\', u\'type\': u\'number\', u\'format\': u\'default\'},{u\'title\': u\'Net Ingredient Cost (NIC)\',u\'description\': u\'In GBP. The amount that would be paid using the basic price of the prescribed drug or appliance and the quantity prescribed.Sometimes called the "Net Ingredient Cost" (NIC).The basic price is given either in the Drug Tariff or is determined from prices published by manufacturers, wholesalers or suppliers. Basic price is set out in Parts 8 and 9 of the Drug Tariff. For any drugs or appliances not in Part 8, the price is usually taken from the manufacturer, wholesaler or supplier of the product.\',u\'name\': u\'NIC\', u\'type\': u\'number\', u\'format\': u\'default\'},{u\'title\': u\'Actual Cost\',u\'description\': u\'In GBP. The basic cost after adjustment for the national average discount and some payments to the dispenser.See notes for details of the calculation. The calculation is:Net Ingredient Cost - National Average Discount Percentage + (payment for consumables + out of pocket expenses + payment for containers)\',u\'name\': u\'ACTUAL_COST\', u\'type\': u\'number\', u\'format\': u\'default\'},{u\'title\': u\'Unidentified\',u\'description\': u\'This field shows data from prescription forms that could not be allocated to a Practice. Please see the guidance notes for a more detailed explanation of this field, and its uses.\',u\'name\': u\'UNIDENTIFIED\', u\'type\': u\'string\', u\'format\': u\'default\'},{u\'title\': u\'Presentation SNOMED code\',u\'description\': u\'A SNOMED CT (Systemised Nomenclature of Medicine Clinical Terms) is a clinical vocabulary readable by computers. The SNOMED code contained within the data is a unique identifier for each Medicinal Product (both VMP and AMP level). The identifier will not be re-used and or allocated to another presentation.\',u\'name\': u\'SNOMED_CODE\', u\'type\': u\'number\', u\'format\': u\'default\'}], u\'missingValues\': [u\'\']}', 'bq_table_name': 'EPD_SNOMED_202105', 'hash': '1273b124a47f2ed5e689665df0d17a04bf344714608ada9f8f9f3bfa54181273', 'description': '', 'format': 'CSV', 'mimetype_inner': None, 'url_type': 'upload', 'mimetype': 'text/csv', 'cache_url': None, 'name': 'EPD_SNOMED_202105', 'created': '2021-07-14T17:34:17.828986', 'url': 'https://opendata.nhsbsa.net/dataset/906115a6-4155-44be-8b81-f8e83cebfb84/resource/33e0ea36-c33b-4797-86d4-efdb883eff8d/download/epd_snomed_202105.csv', 'last_modified': '2021-07-14T17:34:17.721597', 'position': 6, 'revision_id': 'aed266fd-d148-4149-ac32-1063af92a5e4', 'resource_type': None}, {'cache_last_updated': None, 'package_id': '906115a6-4155-44be-8b81-f8e83cebfb84', 'datastore_active': 'true', 'id': '9742823b-2d4e-4c71-bfae-3f686433ec80', 'size': 6701867090, 'title': 'English Prescribing Dataset (EPD) with SNOMED code - Jun 2021', 'restricted': '{level: public}', 'encoding': 'utf8', 'state': 'active', 'sha256': 'cde822424beb010f1b86d6789cfe04455830c05dc5021ce06a743750e4a73092', 'zip_url': 'https://83025b28472d6aa2bf5ae59f3724aa78.eu.r2.cloudflarestorage.com/dx-nhs-production/DATOPIAN_DATA/EPD_SNOMED_202106.ZIP?response-content-disposition=filename%3DEPD_SNOMED_202106.ZIP&X-Amz-Algorithm=AWS4-HMAC-SHA256&X-Amz-Expires=3600&X-Amz-Credential=d1d532dd4244a61845b7ea3d94bcd4d9%2F20240528%2Fus-east-1%2Fs3%2Faws4_request&X-Amz-SignedHeaders=host&X-Amz-Date=20240528T140250Z&X-Amz-Signature=55561250cc00ef8bb78dd5d33396acb82ac77fc5f2adf5515c0fd0b173ba1c9d', 'lfs_prefix': 'experimental-data-sets/english-prescribing-dataset-epd-with-snomed-code', 'schema': '{u\'fields\': [{u\'title\': u\'Year and Month as YYYYMM\',u\'description\': u\'Example: 201401\',u\'name\': u\'YEAR_MONTH\', u\'type\': u\'number\', u\'format\': u\'default\'},{u\'title\': u\'Regional Office Name\',u\'description\': u\'The name given to a geographical region by NHS England. Each region supports local systems to provide more joined up and care for patients.\',u\'name\': u\'REGIONAL_OFFICE_NAME\', u\'type\': u\'string\', u\'format\': u\'default\'},{u\'title\': u\'Regional Office Code\',u\'description\': u\'The unique code used to refer to a Regional Office.\',u\'name\': u\'REGIONAL_OFFICE_CODE\', u\'type\': u\'string\', u\'format\': u\'default\'},{u\'title\': u\'STP Name\',u\'description\': u\'The name given to a geographical area by NHS England that is a smaller division of a Region. STP stands for Sustainability and Transformation Partnership\',u\'name\': u\'STP_NAME\', u\'type\': u\'string\', u\'format\': u\'default\'},{u\'title\': u\'STP Code\',u\'description\': u\'The unique code used to refer to an STP. STP stands for Sustainability and Transformation Partnership.\',u\'name\': u\'STP_CODE\', u\'type\': u\'string\', u\'format\': u\'default\'},{u\'title\': u\'Primary Care Organisation Name\',u\'description\': u\'An NHS organisation that commissions or provides care services involving prescriptions that are dispensed in the community. For example: a Clinical Commissioning Group (CCG), an NHS Trust.\',u\'name\': u\'PCO_NAME\', u\'type\': u\'string\', u\'format\': u\'default\'},{u\'title\': u\'Primary Care Organisation Code\',u\'description\': u\'The unique code used to refer to a Primary Care Organisation.\',u\'name\': u\'PCO_CODE\', u\'type\': u\'string\', u\'format\': u\'default\'},{u\'title\': u\'Practice Name\',u\'description\': u\'The name of an organisation that employs one or more prescribers who issue prescriptions that may be dispensed in the community. For example:a GP Practice, an Out-of-Hours service, a hospital department within an NHS Trust.\',u\'name\': u\'PRACTICE_NAME\', u\'type\': u\'string\', u\'format\': u\'default\'},{u\'title\': u\'Practice Code\',u\'description\': u\'The unique code used to refer to a Practice.\',u\'name\': u\'PRACTICE_CODE\', u\'type\': u\'string\', u\'format\': u\'default\'},{u\'title\': u\'Address Field 1\',u\'description\': u\'The Address used by a Practice. This data is supplied by Primary Care Support England (PSCE), NHS England Area Teams or the Clinical Commissioning Group, whenever a new practice is opened or if a change of details is required.\',u\'name\': u\'ADDRESS_1\', u\'type\': u\'string\', u\'format\': u\'default\'},{u\'title\': u\'Address Field 2\',u\'description\': u\'The Address used by a Practice. This data is supplied by Primary Care Support England (PSCE), NHS England Area Teams or the Clinical Commissioning Group, whenever a new practice is opened or if a change of details is required.\',u\'name\': u\'ADDRESS_2\', u\'type\': u\'string\', u\'format\': u\'default\'},{u\'title\': u\'Address Field 3\',u\'description\': u\'The Address used by a Practice. This data is supplied by Primary Care Support England (PSCE), NHS England Area Teams or the Clinical Commissioning Group, whenever a new practice is opened or if a change of details is required.\',u\'name\': u\'ADDRESS_3\', u\'type\': u\'string\', u\'format\': u\'default\'},{u\'title\': u\'Address Field 4\',u\'description\': u\'The Address used by a Practice. This data is supplied by Primary Care Support England (PSCE), NHS England Area Teams or the Clinical Commissioning Group, whenever a new practice is opened or if a change of details is required.\',u\'name\': u\'ADDRESS_4\', u\'type\': u\'string\', u\'format\': u\'default\'},{u\'title\': u\'Post Code\',u\'description\': u\'The Address used by a Practice. This data is supplied by Primary Care Support England (PSCE), NHS England Area Teams or the Clinical Commissioning Group, whenever a new practice is opened or if a change of details is required.\',u\'name\': u\'POSTCODE\', u\'type\': u\'string\', u\'format\': u\'default\'},{u\'title\': u\'British National Formulary (BNF) Chemical Substance Code\',u\'description\': u\'A unique code used to refer to a BNF Chemical Substance.For example, 0501013B0\',u\'name\': u\'BNF_CHEMICAL_SUBSTANCE\', u\'type\': u\'string\', u\'format\': u\'default\'},{u\'title\': u\'British National Formulary (BNF) Chemical Substance Description\',u\'description\': u\'The name of the main active ingredient in a drug or the type of an appliance. Determined by the British National Formulatory (BNF) for drugs, or the NHS BSA for appliances. For example, Amoxicillin\',u\'name\': u\'CHEMICAL_SUBSTANCE_BNF_DESCR\', u\'type\': u\'string\', u\'format\': u\'default\'},{u\'title\': u\'British National Formulary (BNF) Code\',u\'description\': u\'The unique code used to refer to a BNF Presentation. For example, 0501013B0AAABAB\',u\'name\': u\'BNF_CODE\', u\'type\': u\'string\', u\'format\': u\'default\'},{u\'title\': u\'British National Formulary (BNF) Description\',u\'description\': u\'The name given to the specific type, strength, and formulation of a drug; or, the specific type of an appliance. For example, Amoxicillin 500mg capsules\',u\'name\': u\'BNF_DESCRIPTION\', u\'type\': u\'string\', u\'format\': u\'default\'},{u\'title\': u\'British National Formulary (BNF) Description\',u\'description\': u\'The name given to a British National Formulatory (BNF) Chapter that includes the prescribed product. Includes the numerical code used to refer to the chapter.For example, 05: Infections\',u\'name\': u\'BNF_CHAPTER_PLUS_CODE\', u\'type\': u\'string\', u\'format\': u\'default\'},{u\'title\': u\'Quantity\',u\'description\': u\'The quantity of a medicine, dressing or appliance for which an individual item was prescribed and dispensed, for each BNF Presentation. This represents a pseudo pack size, to illustrate the typical range of prescribed quantities of a given presentation. For example, a quantity of 28 for Amoxicillin 500mg capsules means that the pack size dispensed was 28 capsules.\',u\'name\': u\'QUANTITY\', u\'type\': u\'number\', u\'format\': u\'default\'},{u\'title\': u\'Items\',u\'description\': u\'The number of times a product appears on a prescription form. Prescription forms include both paper prescriptions and electronic messages.\',u\'name\': u\'ITEMS\', u\'type\': u\'number\', u\'format\': u\'default\'},{u\'title\': u\'Total Quantity\',u\'description\': u\'The total quantity of a drug or appliance that was prescribed.This is calculated by multiplying Quantity by Items. For example, if 2 items of Amoxicillin 500mg capsules with a quantity of 28 were prescribed, total quantity will be 56.\',u\'name\': u\'TOTAL_QUANTITY\', u\'type\': u\'number\', u\'format\': u\'default\'},{u\'title\': u\'Average Daily Quantity (ADQ)\',u\'description\': u\'Average Daily Quantity (ADQ) is the typical daily dose of a medication, prescribed to adult patients by GP Practices.This field shows the quantity prescribed multiplied by the strength, which is then divided by the Average Daily Quantity value.\',u\'name\': u\'ADQUSAGE\', u\'type\': u\'number\', u\'format\': u\'default\'},{u\'title\': u\'Net Ingredient Cost (NIC)\',u\'description\': u\'In GBP. The amount that would be paid using the basic price of the prescribed drug or appliance and the quantity prescribed.Sometimes called the "Net Ingredient Cost" (NIC).The basic price is given either in the Drug Tariff or is determined from prices published by manufacturers, wholesalers or suppliers. Basic price is set out in Parts 8 and 9 of the Drug Tariff. For any drugs or appliances not in Part 8, the price is usually taken from the manufacturer, wholesaler or supplier of the product.\',u\'name\': u\'NIC\', u\'type\': u\'number\', u\'format\': u\'default\'},{u\'title\': u\'Actual Cost\',u\'description\': u\'In GBP. The basic cost after adjustment for the national average discount and some payments to the dispenser.See notes for details of the calculation. The calculation is:Net Ingredient Cost - National Average Discount Percentage + (payment for consumables + out of pocket expenses + payment for containers)\',u\'name\': u\'ACTUAL_COST\', u\'type\': u\'number\', u\'format\': u\'default\'},{u\'title\': u\'Unidentified\',u\'description\': u\'This field shows data from prescription forms that could not be allocated to a Practice. Please see the guidance notes for a more detailed explanation of this field, and its uses.\',u\'name\': u\'UNIDENTIFIED\', u\'type\': u\'string\', u\'format\': u\'default\'},{u\'title\': u\'Presentation SNOMED code\',u\'description\': u\'A SNOMED CT (Systemised Nomenclature of Medicine Clinical Terms) is a clinical vocabulary readable by computers. The SNOMED code contained within the data is a unique identifier for each Medicinal Product (both VMP and AMP level). The identifier will not be re-used and or allocated to another presentation.\',u\'name\': u\'SNOMED_CODE\', u\'type\': u\'number\', u\'format\': u\'default\'}], u\'missingValues\': [u\'\']}', 'bq_table_name': 'EPD_SNOMED_202106', 'hash': 'cde822424beb010f1b86d6789cfe04455830c05dc5021ce06a743750e4a73092', 'description': '', 'format': 'CSV', 'mimetype_inner': None, 'url_type': 'upload', 'mimetype': 'text/csv', 'cache_url': None, 'name': 'EPD_SNOMED_202106', 'created': '2021-08-16T19:04:01.231565', 'url': 'https://opendata.nhsbsa.net/dataset/906115a6-4155-44be-8b81-f8e83cebfb84/resource/9742823b-2d4e-4c71-bfae-3f686433ec80/download/epd_snomed_202106.csv', 'last_modified': '2021-08-16T19:04:01.080286', 'position': 7, 'revision_id': 'aed266fd-d148-4149-ac32-1063af92a5e4', 'resource_type': None}, {'cache_last_updated': None, 'package_id': '906115a6-4155-44be-8b81-f8e83cebfb84', 'datastore_active': 'true', 'id': 'bb386c01-2352-4351-9d00-fdc7a316c43f', 'size': 6682981735, 'title': 'English Prescribing Dataset (EPD) with SNOMED code - Jul 2021', 'restricted': '{level: public}', 'encoding': 'utf8', 'state': 'active', 'sha256': '081e0e964c03f7f92f26ce90a7cf3b5767731d6a61c0d3845d8b71d2996624ee', 'zip_url': 'https://83025b28472d6aa2bf5ae59f3724aa78.eu.r2.cloudflarestorage.com/dx-nhs-production/DATOPIAN_DATA/EPD_SNOMED_202107.ZIP?response-content-disposition=filename%3DEPD_SNOMED_202107.ZIP&X-Amz-Algorithm=AWS4-HMAC-SHA256&X-Amz-Expires=3600&X-Amz-Credential=d1d532dd4244a61845b7ea3d94bcd4d9%2F20240528%2Fus-east-1%2Fs3%2Faws4_request&X-Amz-SignedHeaders=host&X-Amz-Date=20240528T140250Z&X-Amz-Signature=a62334f5940adca71ef070a684401bdc9ad1d3ce328bcbb2f668a97893e4fed3', 'lfs_prefix': 'experimental-data-sets/english-prescribing-dataset-epd-with-snomed-code', 'schema': '{u\'fields\': [{u\'title\': u\'Year and Month as YYYYMM\',u\'description\': u\'Example: 201401\',u\'name\': u\'YEAR_MONTH\', u\'type\': u\'number\', u\'format\': u\'default\'},{u\'title\': u\'Regional Office Name\',u\'description\': u\'The name given to a geographical region by NHS England. Each region supports local systems to provide more joined up and care for patients.\',u\'name\': u\'REGIONAL_OFFICE_NAME\', u\'type\': u\'string\', u\'format\': u\'default\'},{u\'title\': u\'Regional Office Code\',u\'description\': u\'The unique code used to refer to a Regional Office.\',u\'name\': u\'REGIONAL_OFFICE_CODE\', u\'type\': u\'string\', u\'format\': u\'default\'},{u\'title\': u\'STP Name\',u\'description\': u\'The name given to a geographical area by NHS England that is a smaller division of a Region. STP stands for Sustainability and Transformation Partnership\',u\'name\': u\'STP_NAME\', u\'type\': u\'string\', u\'format\': u\'default\'},{u\'title\': u\'STP Code\',u\'description\': u\'The unique code used to refer to an STP. STP stands for Sustainability and Transformation Partnership.\',u\'name\': u\'STP_CODE\', u\'type\': u\'string\', u\'format\': u\'default\'},{u\'title\': u\'Primary Care Organisation Name\',u\'description\': u\'An NHS organisation that commissions or provides care services involving prescriptions that are dispensed in the community. For example: a Clinical Commissioning Group (CCG), an NHS Trust.\',u\'name\': u\'PCO_NAME\', u\'type\': u\'string\', u\'format\': u\'default\'},{u\'title\': u\'Primary Care Organisation Code\',u\'description\': u\'The unique code used to refer to a Primary Care Organisation.\',u\'name\': u\'PCO_CODE\', u\'type\': u\'string\', u\'format\': u\'default\'},{u\'title\': u\'Practice Name\',u\'description\': u\'The name of an organisation that employs one or more prescribers who issue prescriptions that may be dispensed in the community. For example:a GP Practice, an Out-of-Hours service, a hospital department within an NHS Trust.\',u\'name\': u\'PRACTICE_NAME\', u\'type\': u\'string\', u\'format\': u\'default\'},{u\'title\': u\'Practice Code\',u\'description\': u\'The unique code used to refer to a Practice.\',u\'name\': u\'PRACTICE_CODE\', u\'type\': u\'string\', u\'format\': u\'default\'},{u\'title\': u\'Address Field 1\',u\'description\': u\'The Address used by a Practice. This data is supplied by Primary Care Support England (PSCE), NHS England Area Teams or the Clinical Commissioning Group, whenever a new practice is opened or if a change of details is required.\',u\'name\': u\'ADDRESS_1\', u\'type\': u\'string\', u\'format\': u\'default\'},{u\'title\': u\'Address Field 2\',u\'description\': u\'The Address used by a Practice. This data is supplied by Primary Care Support England (PSCE), NHS England Area Teams or the Clinical Commissioning Group, whenever a new practice is opened or if a change of details is required.\',u\'name\': u\'ADDRESS_2\', u\'type\': u\'string\', u\'format\': u\'default\'},{u\'title\': u\'Address Field 3\',u\'description\': u\'The Address used by a Practice. This data is supplied by Primary Care Support England (PSCE), NHS England Area Teams or the Clinical Commissioning Group, whenever a new practice is opened or if a change of details is required.\',u\'name\': u\'ADDRESS_3\', u\'type\': u\'string\', u\'format\': u\'default\'},{u\'title\': u\'Address Field 4\',u\'description\': u\'The Address used by a Practice. This data is supplied by Primary Care Support England (PSCE), NHS England Area Teams or the Clinical Commissioning Group, whenever a new practice is opened or if a change of details is required.\',u\'name\': u\'ADDRESS_4\', u\'type\': u\'string\', u\'format\': u\'default\'},{u\'title\': u\'Post Code\',u\'description\': u\'The Address used by a Practice. This data is supplied by Primary Care Support England (PSCE), NHS England Area Teams or the Clinical Commissioning Group, whenever a new practice is opened or if a change of details is required.\',u\'name\': u\'POSTCODE\', u\'type\': u\'string\', u\'format\': u\'default\'},{u\'title\': u\'British National Formulary (BNF) Chemical Substance Code\',u\'description\': u\'A unique code used to refer to a BNF Chemical Substance.For example, 0501013B0\',u\'name\': u\'BNF_CHEMICAL_SUBSTANCE\', u\'type\': u\'string\', u\'format\': u\'default\'},{u\'title\': u\'British National Formulary (BNF) Chemical Substance Description\',u\'description\': u\'The name of the main active ingredient in a drug or the type of an appliance. Determined by the British National Formulatory (BNF) for drugs, or the NHS BSA for appliances. For example, Amoxicillin\',u\'name\': u\'CHEMICAL_SUBSTANCE_BNF_DESCR\', u\'type\': u\'string\', u\'format\': u\'default\'},{u\'title\': u\'British National Formulary (BNF) Code\',u\'description\': u\'The unique code used to refer to a BNF Presentation. For example, 0501013B0AAABAB\',u\'name\': u\'BNF_CODE\', u\'type\': u\'string\', u\'format\': u\'default\'},{u\'title\': u\'British National Formulary (BNF) Description\',u\'description\': u\'The name given to the specific type, strength, and formulation of a drug; or, the specific type of an appliance. For example, Amoxicillin 500mg capsules\',u\'name\': u\'BNF_DESCRIPTION\', u\'type\': u\'string\', u\'format\': u\'default\'},{u\'title\': u\'British National Formulary (BNF) Description\',u\'description\': u\'The name given to a British National Formulatory (BNF) Chapter that includes the prescribed product. Includes the numerical code used to refer to the chapter.For example, 05: Infections\',u\'name\': u\'BNF_CHAPTER_PLUS_CODE\', u\'type\': u\'string\', u\'format\': u\'default\'},{u\'title\': u\'Quantity\',u\'description\': u\'The quantity of a medicine, dressing or appliance for which an individual item was prescribed and dispensed, for each BNF Presentation. This represents a pseudo pack size, to illustrate the typical range of prescribed quantities of a given presentation. For example, a quantity of 28 for Amoxicillin 500mg capsules means that the pack size dispensed was 28 capsules.\',u\'name\': u\'QUANTITY\', u\'type\': u\'number\', u\'format\': u\'default\'},{u\'title\': u\'Items\',u\'description\': u\'The number of times a product appears on a prescription form. Prescription forms include both paper prescriptions and electronic messages.\',u\'name\': u\'ITEMS\', u\'type\': u\'number\', u\'format\': u\'default\'},{u\'title\': u\'Total Quantity\',u\'description\': u\'The total quantity of a drug or appliance that was prescribed.This is calculated by multiplying Quantity by Items. For example, if 2 items of Amoxicillin 500mg capsules with a quantity of 28 were prescribed, total quantity will be 56.\',u\'name\': u\'TOTAL_QUANTITY\', u\'type\': u\'number\', u\'format\': u\'default\'},{u\'title\': u\'Average Daily Quantity (ADQ)\',u\'description\': u\'Average Daily Quantity (ADQ) is the typical daily dose of a medication, prescribed to adult patients by GP Practices.This field shows the quantity prescribed multiplied by the strength, which is then divided by the Average Daily Quantity value.\',u\'name\': u\'ADQUSAGE\', u\'type\': u\'number\', u\'format\': u\'default\'},{u\'title\': u\'Net Ingredient Cost (NIC)\',u\'description\': u\'In GBP. The amount that would be paid using the basic price of the prescribed drug or appliance and the quantity prescribed.Sometimes called the "Net Ingredient Cost" (NIC).The basic price is given either in the Drug Tariff or is determined from prices published by manufacturers, wholesalers or suppliers. Basic price is set out in Parts 8 and 9 of the Drug Tariff. For any drugs or appliances not in Part 8, the price is usually taken from the manufacturer, wholesaler or supplier of the product.\',u\'name\': u\'NIC\', u\'type\': u\'number\', u\'format\': u\'default\'},{u\'title\': u\'Actual Cost\',u\'description\': u\'In GBP. The basic cost after adjustment for the national average discount and some payments to the dispenser.See notes for details of the calculation. The calculation is:Net Ingredient Cost - National Average Discount Percentage + (payment for consumables + out of pocket expenses + payment for containers)\',u\'name\': u\'ACTUAL_COST\', u\'type\': u\'number\', u\'format\': u\'default\'},{u\'title\': u\'Unidentified\',u\'description\': u\'This field shows data from prescription forms that could not be allocated to a Practice. Please see the guidance notes for a more detailed explanation of this field, and its uses.\',u\'name\': u\'UNIDENTIFIED\', u\'type\': u\'string\', u\'format\': u\'default\'},{u\'title\': u\'Presentation SNOMED code\',u\'description\': u\'A SNOMED CT (Systemised Nomenclature of Medicine Clinical Terms) is a clinical vocabulary readable by computers. The SNOMED code contained within the data is a unique identifier for each Medicinal Product (both VMP and AMP level). The identifier will not be re-used and or allocated to another presentation.\',u\'name\': u\'SNOMED_CODE\', u\'type\': u\'number\', u\'format\': u\'default\'}], u\'missingValues\': [u\'\']}', 'bq_table_name': 'EPD_SNOMED_202107', 'hash': '081e0e964c03f7f92f26ce90a7cf3b5767731d6a61c0d3845d8b71d2996624ee', 'description': '', 'format': 'CSV', 'mimetype_inner': None, 'url_type': 'upload', 'mimetype': 'text/csv', 'cache_url': None, 'name': 'EPD_SNOMED_202107', 'created': '2021-09-16T15:08:06.476900', 'url': 'https://opendata.nhsbsa.net/dataset/906115a6-4155-44be-8b81-f8e83cebfb84/resource/bb386c01-2352-4351-9d00-fdc7a316c43f/download/epd_snomed_202107.csv', 'last_modified': '2021-09-16T15:08:06.082320', 'position': 8, 'revision_id': 'aed266fd-d148-4149-ac32-1063af92a5e4', 'resource_type': None}, {'cache_last_updated': None, 'package_id': '906115a6-4155-44be-8b81-f8e83cebfb84', 'datastore_active': 'true', 'id': '7ad2a6ab-d84b-4e25-847b-3b3fc37babdc', 'size': 6508415106, 'title': 'English Prescribing Dataset (EPD) with SNOMED code - Aug 2021', 'restricted': '{level: public}', 'encoding': 'utf8', 'state': 'active', 'sha256': '0e95fe415d4af58ea1b52733f4c18fdeca5bceaa8e9f4ce6d57ed79e31b5698d', 'zip_url': 'https://83025b28472d6aa2bf5ae59f3724aa78.eu.r2.cloudflarestorage.com/dx-nhs-production/DATOPIAN_DATA/EPD_SNOMED_202108.ZIP?response-content-disposition=filename%3DEPD_SNOMED_202108.ZIP&X-Amz-Algorithm=AWS4-HMAC-SHA256&X-Amz-Expires=3600&X-Amz-Credential=d1d532dd4244a61845b7ea3d94bcd4d9%2F20240528%2Fus-east-1%2Fs3%2Faws4_request&X-Amz-SignedHeaders=host&X-Amz-Date=20240528T140250Z&X-Amz-Signature=0bfffb9639de455836a1f76fd7cd24840f718cf0edd4b732e7b66b6cd00c6321', 'lfs_prefix': 'experimental-data-sets/english-prescribing-dataset-epd-with-snomed-code', 'schema': '{u\'fields\': [{u\'title\': u\'Year and Month as YYYYMM\',u\'description\': u\'Example: 201401\',u\'name\': u\'YEAR_MONTH\', u\'type\': u\'number\', u\'format\': u\'default\'},{u\'title\': u\'Regional Office Name\',u\'description\': u\'The name given to a geographical region by NHS England. Each region supports local systems to provide more joined up and care for patients.\',u\'name\': u\'REGIONAL_OFFICE_NAME\', u\'type\': u\'string\', u\'format\': u\'default\'},{u\'title\': u\'Regional Office Code\',u\'description\': u\'The unique code used to refer to a Regional Office.\',u\'name\': u\'REGIONAL_OFFICE_CODE\', u\'type\': u\'string\', u\'format\': u\'default\'},{u\'title\': u\'STP Name\',u\'description\': u\'The name given to a geographical area by NHS England that is a smaller division of a Region. STP stands for Sustainability and Transformation Partnership\',u\'name\': u\'STP_NAME\', u\'type\': u\'string\', u\'format\': u\'default\'},{u\'title\': u\'STP Code\',u\'description\': u\'The unique code used to refer to an STP. STP stands for Sustainability and Transformation Partnership.\',u\'name\': u\'STP_CODE\', u\'type\': u\'string\', u\'format\': u\'default\'},{u\'title\': u\'Primary Care Organisation Name\',u\'description\': u\'An NHS organisation that commissions or provides care services involving prescriptions that are dispensed in the community. For example: a Clinical Commissioning Group (CCG), an NHS Trust.\',u\'name\': u\'PCO_NAME\', u\'type\': u\'string\', u\'format\': u\'default\'},{u\'title\': u\'Primary Care Organisation Code\',u\'description\': u\'The unique code used to refer to a Primary Care Organisation.\',u\'name\': u\'PCO_CODE\', u\'type\': u\'string\', u\'format\': u\'default\'},{u\'title\': u\'Practice Name\',u\'description\': u\'The name of an organisation that employs one or more prescribers who issue prescriptions that may be dispensed in the community. For example:a GP Practice, an Out-of-Hours service, a hospital department within an NHS Trust.\',u\'name\': u\'PRACTICE_NAME\', u\'type\': u\'string\', u\'format\': u\'default\'},{u\'title\': u\'Practice Code\',u\'description\': u\'The unique code used to refer to a Practice.\',u\'name\': u\'PRACTICE_CODE\', u\'type\': u\'string\', u\'format\': u\'default\'},{u\'title\': u\'Address Field 1\',u\'description\': u\'The Address used by a Practice. This data is supplied by Primary Care Support England (PSCE), NHS England Area Teams or the Clinical Commissioning Group, whenever a new practice is opened or if a change of details is required.\',u\'name\': u\'ADDRESS_1\', u\'type\': u\'string\', u\'format\': u\'default\'},{u\'title\': u\'Address Field 2\',u\'description\': u\'The Address used by a Practice. This data is supplied by Primary Care Support England (PSCE), NHS England Area Teams or the Clinical Commissioning Group, whenever a new practice is opened or if a change of details is required.\',u\'name\': u\'ADDRESS_2\', u\'type\': u\'string\', u\'format\': u\'default\'},{u\'title\': u\'Address Field 3\',u\'description\': u\'The Address used by a Practice. This data is supplied by Primary Care Support England (PSCE), NHS England Area Teams or the Clinical Commissioning Group, whenever a new practice is opened or if a change of details is required.\',u\'name\': u\'ADDRESS_3\', u\'type\': u\'string\', u\'format\': u\'default\'},{u\'title\': u\'Address Field 4\',u\'description\': u\'The Address used by a Practice. This data is supplied by Primary Care Support England (PSCE), NHS England Area Teams or the Clinical Commissioning Group, whenever a new practice is opened or if a change of details is required.\',u\'name\': u\'ADDRESS_4\', u\'type\': u\'string\', u\'format\': u\'default\'},{u\'title\': u\'Post Code\',u\'description\': u\'The Address used by a Practice. This data is supplied by Primary Care Support England (PSCE), NHS England Area Teams or the Clinical Commissioning Group, whenever a new practice is opened or if a change of details is required.\',u\'name\': u\'POSTCODE\', u\'type\': u\'string\', u\'format\': u\'default\'},{u\'title\': u\'British National Formulary (BNF) Chemical Substance Code\',u\'description\': u\'A unique code used to refer to a BNF Chemical Substance.For example, 0501013B0\',u\'name\': u\'BNF_CHEMICAL_SUBSTANCE\', u\'type\': u\'string\', u\'format\': u\'default\'},{u\'title\': u\'British National Formulary (BNF) Chemical Substance Description\',u\'description\': u\'The name of the main active ingredient in a drug or the type of an appliance. Determined by the British National Formulatory (BNF) for drugs, or the NHS BSA for appliances. For example, Amoxicillin\',u\'name\': u\'CHEMICAL_SUBSTANCE_BNF_DESCR\', u\'type\': u\'string\', u\'format\': u\'default\'},{u\'title\': u\'British National Formulary (BNF) Code\',u\'description\': u\'The unique code used to refer to a BNF Presentation. For example, 0501013B0AAABAB\',u\'name\': u\'BNF_CODE\', u\'type\': u\'string\', u\'format\': u\'default\'},{u\'title\': u\'British National Formulary (BNF) Description\',u\'description\': u\'The name given to the specific type, strength, and formulation of a drug; or, the specific type of an appliance. For example, Amoxicillin 500mg capsules\',u\'name\': u\'BNF_DESCRIPTION\', u\'type\': u\'string\', u\'format\': u\'default\'},{u\'title\': u\'British National Formulary (BNF) Description\',u\'description\': u\'The name given to a British National Formulatory (BNF) Chapter that includes the prescribed product. Includes the numerical code used to refer to the chapter.For example, 05: Infections\',u\'name\': u\'BNF_CHAPTER_PLUS_CODE\', u\'type\': u\'string\', u\'format\': u\'default\'},{u\'title\': u\'Quantity\',u\'description\': u\'The quantity of a medicine, dressing or appliance for which an individual item was prescribed and dispensed, for each BNF Presentation. This represents a pseudo pack size, to illustrate the typical range of prescribed quantities of a given presentation. For example, a quantity of 28 for Amoxicillin 500mg capsules means that the pack size dispensed was 28 capsules.\',u\'name\': u\'QUANTITY\', u\'type\': u\'number\', u\'format\': u\'default\'},{u\'title\': u\'Items\',u\'description\': u\'The number of times a product appears on a prescription form. Prescription forms include both paper prescriptions and electronic messages.\',u\'name\': u\'ITEMS\', u\'type\': u\'number\', u\'format\': u\'default\'},{u\'title\': u\'Total Quantity\',u\'description\': u\'The total quantity of a drug or appliance that was prescribed.This is calculated by multiplying Quantity by Items. For example, if 2 items of Amoxicillin 500mg capsules with a quantity of 28 were prescribed, total quantity will be 56.\',u\'name\': u\'TOTAL_QUANTITY\', u\'type\': u\'number\', u\'format\': u\'default\'},{u\'title\': u\'Average Daily Quantity (ADQ)\',u\'description\': u\'Average Daily Quantity (ADQ) is the typical daily dose of a medication, prescribed to adult patients by GP Practices.This field shows the quantity prescribed multiplied by the strength, which is then divided by the Average Daily Quantity value.\',u\'name\': u\'ADQUSAGE\', u\'type\': u\'number\', u\'format\': u\'default\'},{u\'title\': u\'Net Ingredient Cost (NIC)\',u\'description\': u\'In GBP. The amount that would be paid using the basic price of the prescribed drug or appliance and the quantity prescribed.Sometimes called the "Net Ingredient Cost" (NIC).The basic price is given either in the Drug Tariff or is determined from prices published by manufacturers, wholesalers or suppliers. Basic price is set out in Parts 8 and 9 of the Drug Tariff. For any drugs or appliances not in Part 8, the price is usually taken from the manufacturer, wholesaler or supplier of the product.\',u\'name\': u\'NIC\', u\'type\': u\'number\', u\'format\': u\'default\'},{u\'title\': u\'Actual Cost\',u\'description\': u\'In GBP. The basic cost after adjustment for the national average discount and some payments to the dispenser.See notes for details of the calculation. The calculation is:Net Ingredient Cost - National Average Discount Percentage + (payment for consumables + out of pocket expenses + payment for containers)\',u\'name\': u\'ACTUAL_COST\', u\'type\': u\'number\', u\'format\': u\'default\'},{u\'title\': u\'Unidentified\',u\'description\': u\'This field shows data from prescription forms that could not be allocated to a Practice. Please see the guidance notes for a more detailed explanation of this field, and its uses.\',u\'name\': u\'UNIDENTIFIED\', u\'type\': u\'string\', u\'format\': u\'default\'},{u\'title\': u\'Presentation SNOMED code\',u\'description\': u\'A SNOMED CT (Systemised Nomenclature of Medicine Clinical Terms) is a clinical vocabulary readable by computers. The SNOMED code contained within the data is a unique identifier for each Medicinal Product (both VMP and AMP level). The identifier will not be re-used and or allocated to another presentation.\',u\'name\': u\'SNOMED_CODE\', u\'type\': u\'number\', u\'format\': u\'default\'}], u\'missingValues\': [u\'\']}', 'bq_table_name': 'EPD_SNOMED_202108', 'hash': '0e95fe415d4af58ea1b52733f4c18fdeca5bceaa8e9f4ce6d57ed79e31b5698d', 'description': '', 'format': 'CSV', 'mimetype_inner': None, 'url_type': 'upload', 'mimetype': 'text/csv', 'cache_url': None, 'name': 'EPD_SNOMED_202108', 'created': '2021-10-14T10:24:56.811432', 'url': 'https://opendata.nhsbsa.net/dataset/906115a6-4155-44be-8b81-f8e83cebfb84/resource/7ad2a6ab-d84b-4e25-847b-3b3fc37babdc/download/epd_snomed_202108.csv', 'last_modified': '2021-10-14T10:24:56.369337', 'position': 9, 'revision_id': 'aed266fd-d148-4149-ac32-1063af92a5e4', 'resource_type': None}, {'cache_last_updated': None, 'package_id': '906115a6-4155-44be-8b81-f8e83cebfb84', 'datastore_active': 'true', 'id': '374ee7ac-fd8e-4c3f-b7a9-6ea27cc16d63', 'size': 6667974553, 'title': 'English Prescribing Dataset (EPD) with SNOMED code - Sep 2021', 'restricted': '{level: public}', 'encoding': 'utf8', 'state': 'active', 'sha256': '27fa196a9da7231483abd4d2db2b24d3629f50d872f88fc177c66ae07678d3f6', 'zip_url': 'https://83025b28472d6aa2bf5ae59f3724aa78.eu.r2.cloudflarestorage.com/dx-nhs-production/DATOPIAN_DATA/EPD_SNOMED_202109.ZIP?response-content-disposition=filename%3DEPD_SNOMED_202109.ZIP&X-Amz-Algorithm=AWS4-HMAC-SHA256&X-Amz-Expires=3600&X-Amz-Credential=d1d532dd4244a61845b7ea3d94bcd4d9%2F20240528%2Fus-east-1%2Fs3%2Faws4_request&X-Amz-SignedHeaders=host&X-Amz-Date=20240528T140250Z&X-Amz-Signature=85c3844e29218848830c781e971e1894c44fb2913457e0125c9ecbf9ea735c90', 'lfs_prefix': 'experimental-data-sets/english-prescribing-dataset-epd-with-snomed-code', 'schema': '{u\'fields\': [{u\'title\': u\'Year and Month as YYYYMM\',u\'description\': u\'Example: 201401\',u\'name\': u\'YEAR_MONTH\', u\'type\': u\'number\', u\'format\': u\'default\'},{u\'title\': u\'Regional Office Name\',u\'description\': u\'The name given to a geographical region by NHS England. Each region supports local systems to provide more joined up and care for patients.\',u\'name\': u\'REGIONAL_OFFICE_NAME\', u\'type\': u\'string\', u\'format\': u\'default\'},{u\'title\': u\'Regional Office Code\',u\'description\': u\'The unique code used to refer to a Regional Office.\',u\'name\': u\'REGIONAL_OFFICE_CODE\', u\'type\': u\'string\', u\'format\': u\'default\'},{u\'title\': u\'STP Name\',u\'description\': u\'The name given to a geographical area by NHS England that is a smaller division of a Region. STP stands for Sustainability and Transformation Partnership\',u\'name\': u\'STP_NAME\', u\'type\': u\'string\', u\'format\': u\'default\'},{u\'title\': u\'STP Code\',u\'description\': u\'The unique code used to refer to an STP. STP stands for Sustainability and Transformation Partnership.\',u\'name\': u\'STP_CODE\', u\'type\': u\'string\', u\'format\': u\'default\'},{u\'title\': u\'Primary Care Organisation Name\',u\'description\': u\'An NHS organisation that commissions or provides care services involving prescriptions that are dispensed in the community. For example: a Clinical Commissioning Group (CCG), an NHS Trust.\',u\'name\': u\'PCO_NAME\', u\'type\': u\'string\', u\'format\': u\'default\'},{u\'title\': u\'Primary Care Organisation Code\',u\'description\': u\'The unique code used to refer to a Primary Care Organisation.\',u\'name\': u\'PCO_CODE\', u\'type\': u\'string\', u\'format\': u\'default\'},{u\'title\': u\'Practice Name\',u\'description\': u\'The name of an organisation that employs one or more prescribers who issue prescriptions that may be dispensed in the community. For example:a GP Practice, an Out-of-Hours service, a hospital department within an NHS Trust.\',u\'name\': u\'PRACTICE_NAME\', u\'type\': u\'string\', u\'format\': u\'default\'},{u\'title\': u\'Practice Code\',u\'description\': u\'The unique code used to refer to a Practice.\',u\'name\': u\'PRACTICE_CODE\', u\'type\': u\'string\', u\'format\': u\'default\'},{u\'title\': u\'Address Field 1\',u\'description\': u\'The Address used by a Practice. This data is supplied by Primary Care Support England (PSCE), NHS England Area Teams or the Clinical Commissioning Group, whenever a new practice is opened or if a change of details is required.\',u\'name\': u\'ADDRESS_1\', u\'type\': u\'string\', u\'format\': u\'default\'},{u\'title\': u\'Address Field 2\',u\'description\': u\'The Address used by a Practice. This data is supplied by Primary Care Support England (PSCE), NHS England Area Teams or the Clinical Commissioning Group, whenever a new practice is opened or if a change of details is required.\',u\'name\': u\'ADDRESS_2\', u\'type\': u\'string\', u\'format\': u\'default\'},{u\'title\': u\'Address Field 3\',u\'description\': u\'The Address used by a Practice. This data is supplied by Primary Care Support England (PSCE), NHS England Area Teams or the Clinical Commissioning Group, whenever a new practice is opened or if a change of details is required.\',u\'name\': u\'ADDRESS_3\', u\'type\': u\'string\', u\'format\': u\'default\'},{u\'title\': u\'Address Field 4\',u\'description\': u\'The Address used by a Practice. This data is supplied by Primary Care Support England (PSCE), NHS England Area Teams or the Clinical Commissioning Group, whenever a new practice is opened or if a change of details is required.\',u\'name\': u\'ADDRESS_4\', u\'type\': u\'string\', u\'format\': u\'default\'},{u\'title\': u\'Post Code\',u\'description\': u\'The Address used by a Practice. This data is supplied by Primary Care Support England (PSCE), NHS England Area Teams or the Clinical Commissioning Group, whenever a new practice is opened or if a change of details is required.\',u\'name\': u\'POSTCODE\', u\'type\': u\'string\', u\'format\': u\'default\'},{u\'title\': u\'British National Formulary (BNF) Chemical Substance Code\',u\'description\': u\'A unique code used to refer to a BNF Chemical Substance.For example, 0501013B0\',u\'name\': u\'BNF_CHEMICAL_SUBSTANCE\', u\'type\': u\'string\', u\'format\': u\'default\'},{u\'title\': u\'British National Formulary (BNF) Chemical Substance Description\',u\'description\': u\'The name of the main active ingredient in a drug or the type of an appliance. Determined by the British National Formulatory (BNF) for drugs, or the NHS BSA for appliances. For example, Amoxicillin\',u\'name\': u\'CHEMICAL_SUBSTANCE_BNF_DESCR\', u\'type\': u\'string\', u\'format\': u\'default\'},{u\'title\': u\'British National Formulary (BNF) Code\',u\'description\': u\'The unique code used to refer to a BNF Presentation. For example, 0501013B0AAABAB\',u\'name\': u\'BNF_CODE\', u\'type\': u\'string\', u\'format\': u\'default\'},{u\'title\': u\'British National Formulary (BNF) Description\',u\'description\': u\'The name given to the specific type, strength, and formulation of a drug; or, the specific type of an appliance. For example, Amoxicillin 500mg capsules\',u\'name\': u\'BNF_DESCRIPTION\', u\'type\': u\'string\', u\'format\': u\'default\'},{u\'title\': u\'British National Formulary (BNF) Description\',u\'description\': u\'The name given to a British National Formulatory (BNF) Chapter that includes the prescribed product. Includes the numerical code used to refer to the chapter.For example, 05: Infections\',u\'name\': u\'BNF_CHAPTER_PLUS_CODE\', u\'type\': u\'string\', u\'format\': u\'default\'},{u\'title\': u\'Quantity\',u\'description\': u\'The quantity of a medicine, dressing or appliance for which an individual item was prescribed and dispensed, for each BNF Presentation. This represents a pseudo pack size, to illustrate the typical range of prescribed quantities of a given presentation. For example, a quantity of 28 for Amoxicillin 500mg capsules means that the pack size dispensed was 28 capsules.\',u\'name\': u\'QUANTITY\', u\'type\': u\'number\', u\'format\': u\'default\'},{u\'title\': u\'Items\',u\'description\': u\'The number of times a product appears on a prescription form. Prescription forms include both paper prescriptions and electronic messages.\',u\'name\': u\'ITEMS\', u\'type\': u\'number\', u\'format\': u\'default\'},{u\'title\': u\'Total Quantity\',u\'description\': u\'The total quantity of a drug or appliance that was prescribed.This is calculated by multiplying Quantity by Items. For example, if 2 items of Amoxicillin 500mg capsules with a quantity of 28 were prescribed, total quantity will be 56.\',u\'name\': u\'TOTAL_QUANTITY\', u\'type\': u\'number\', u\'format\': u\'default\'},{u\'title\': u\'Average Daily Quantity (ADQ)\',u\'description\': u\'Average Daily Quantity (ADQ) is the typical daily dose of a medication, prescribed to adult patients by GP Practices.This field shows the quantity prescribed multiplied by the strength, which is then divided by the Average Daily Quantity value.\',u\'name\': u\'ADQUSAGE\', u\'type\': u\'number\', u\'format\': u\'default\'},{u\'title\': u\'Net Ingredient Cost (NIC)\',u\'description\': u\'In GBP. The amount that would be paid using the basic price of the prescribed drug or appliance and the quantity prescribed.Sometimes called the "Net Ingredient Cost" (NIC).The basic price is given either in the Drug Tariff or is determined from prices published by manufacturers, wholesalers or suppliers. Basic price is set out in Parts 8 and 9 of the Drug Tariff. For any drugs or appliances not in Part 8, the price is usually taken from the manufacturer, wholesaler or supplier of the product.\',u\'name\': u\'NIC\', u\'type\': u\'number\', u\'format\': u\'default\'},{u\'title\': u\'Actual Cost\',u\'description\': u\'In GBP. The basic cost after adjustment for the national average discount and some payments to the dispenser.See notes for details of the calculation. The calculation is:Net Ingredient Cost - National Average Discount Percentage + (payment for consumables + out of pocket expenses + payment for containers)\',u\'name\': u\'ACTUAL_COST\', u\'type\': u\'number\', u\'format\': u\'default\'},{u\'title\': u\'Unidentified\',u\'description\': u\'This field shows data from prescription forms that could not be allocated to a Practice. Please see the guidance notes for a more detailed explanation of this field, and its uses.\',u\'name\': u\'UNIDENTIFIED\', u\'type\': u\'string\', u\'format\': u\'default\'},{u\'title\': u\'Presentation SNOMED code\',u\'description\': u\'A SNOMED CT (Systemised Nomenclature of Medicine Clinical Terms) is a clinical vocabulary readable by computers. The SNOMED code contained within the data is a unique identifier for each Medicinal Product (both VMP and AMP level). The identifier will not be re-used and or allocated to another presentation.\',u\'name\': u\'SNOMED_CODE\', u\'type\': u\'number\', u\'format\': u\'default\'}], u\'missingValues\': [u\'\']}', 'bq_table_name': 'EPD_SNOMED_202109', 'hash': '27fa196a9da7231483abd4d2db2b24d3629f50d872f88fc177c66ae07678d3f6', 'description': '', 'format': 'CSV', 'mimetype_inner': None, 'url_type': 'upload', 'mimetype': 'text/csv', 'cache_url': None, 'name': 'EPD_SNOMED_202109', 'created': '2021-11-12T11:41:56.358752', 'url': 'https://opendata.nhsbsa.net/dataset/906115a6-4155-44be-8b81-f8e83cebfb84/resource/374ee7ac-fd8e-4c3f-b7a9-6ea27cc16d63/download/epd_snomed_202109.csv', 'last_modified': '2021-11-12T11:41:56.147185', 'position': 10, 'revision_id': 'aed266fd-d148-4149-ac32-1063af92a5e4', 'resource_type': None}, {'cache_last_updated': None, 'package_id': '906115a6-4155-44be-8b81-f8e83cebfb84', 'datastore_active': 'true', 'id': 'f4e1021f-5f23-46b7-8730-8c0d599a92a7', 'size': 6548753347, 'title': 'English Prescribing Dataset (EPD) with SNOMED code - Oct 2021', 'restricted': '{level: public}', 'encoding': 'utf8', 'state': 'active', 'sha256': 'ac1789e17c8d4eaf5099b82ed3750fa2e33ce8e58c4886eba7b83324757a67fb', 'zip_url': 'https://83025b28472d6aa2bf5ae59f3724aa78.eu.r2.cloudflarestorage.com/dx-nhs-production/DATOPIAN_DATA/EPD_SNOMED_202110.ZIP?response-content-disposition=filename%3DEPD_SNOMED_202110.ZIP&X-Amz-Algorithm=AWS4-HMAC-SHA256&X-Amz-Expires=3600&X-Amz-Credential=d1d532dd4244a61845b7ea3d94bcd4d9%2F20240528%2Fus-east-1%2Fs3%2Faws4_request&X-Amz-SignedHeaders=host&X-Amz-Date=20240528T140250Z&X-Amz-Signature=8e367aa9678bda9e4632d4af52739650c92e9c115b0b011d6af2024c6583e419', 'lfs_prefix': 'experimental-data-sets/english-prescribing-dataset-epd-with-snomed-code', 'schema': '{u\'fields\': [{u\'title\': u\'Year and Month as YYYYMM\',u\'description\': u\'Example: 201401\',u\'name\': u\'YEAR_MONTH\', u\'type\': u\'number\', u\'format\': u\'default\'},{u\'title\': u\'Regional Office Name\',u\'description\': u\'The name given to a geographical region by NHS England. Each region supports local systems to provide more joined up and care for patients.\',u\'name\': u\'REGIONAL_OFFICE_NAME\', u\'type\': u\'string\', u\'format\': u\'default\'},{u\'title\': u\'Regional Office Code\',u\'description\': u\'The unique code used to refer to a Regional Office.\',u\'name\': u\'REGIONAL_OFFICE_CODE\', u\'type\': u\'string\', u\'format\': u\'default\'},{u\'title\': u\'STP Name\',u\'description\': u\'The name given to a geographical area by NHS England that is a smaller division of a Region. STP stands for Sustainability and Transformation Partnership\',u\'name\': u\'STP_NAME\', u\'type\': u\'string\', u\'format\': u\'default\'},{u\'title\': u\'STP Code\',u\'description\': u\'The unique code used to refer to an STP. STP stands for Sustainability and Transformation Partnership.\',u\'name\': u\'STP_CODE\', u\'type\': u\'string\', u\'format\': u\'default\'},{u\'title\': u\'Primary Care Organisation Name\',u\'description\': u\'An NHS organisation that commissions or provides care services involving prescriptions that are dispensed in the community. For example: a Clinical Commissioning Group (CCG), an NHS Trust.\',u\'name\': u\'PCO_NAME\', u\'type\': u\'string\', u\'format\': u\'default\'},{u\'title\': u\'Primary Care Organisation Code\',u\'description\': u\'The unique code used to refer to a Primary Care Organisation.\',u\'name\': u\'PCO_CODE\', u\'type\': u\'string\', u\'format\': u\'default\'},{u\'title\': u\'Practice Name\',u\'description\': u\'The name of an organisation that employs one or more prescribers who issue prescriptions that may be dispensed in the community. For example:a GP Practice, an Out-of-Hours service, a hospital department within an NHS Trust.\',u\'name\': u\'PRACTICE_NAME\', u\'type\': u\'string\', u\'format\': u\'default\'},{u\'title\': u\'Practice Code\',u\'description\': u\'The unique code used to refer to a Practice.\',u\'name\': u\'PRACTICE_CODE\', u\'type\': u\'string\', u\'format\': u\'default\'},{u\'title\': u\'Address Field 1\',u\'description\': u\'The Address used by a Practice. This data is supplied by Primary Care Support England (PSCE), NHS England Area Teams or the Clinical Commissioning Group, whenever a new practice is opened or if a change of details is required.\',u\'name\': u\'ADDRESS_1\', u\'type\': u\'string\', u\'format\': u\'default\'},{u\'title\': u\'Address Field 2\',u\'description\': u\'The Address used by a Practice. This data is supplied by Primary Care Support England (PSCE), NHS England Area Teams or the Clinical Commissioning Group, whenever a new practice is opened or if a change of details is required.\',u\'name\': u\'ADDRESS_2\', u\'type\': u\'string\', u\'format\': u\'default\'},{u\'title\': u\'Address Field 3\',u\'description\': u\'The Address used by a Practice. This data is supplied by Primary Care Support England (PSCE), NHS England Area Teams or the Clinical Commissioning Group, whenever a new practice is opened or if a change of details is required.\',u\'name\': u\'ADDRESS_3\', u\'type\': u\'string\', u\'format\': u\'default\'},{u\'title\': u\'Address Field 4\',u\'description\': u\'The Address used by a Practice. This data is supplied by Primary Care Support England (PSCE), NHS England Area Teams or the Clinical Commissioning Group, whenever a new practice is opened or if a change of details is required.\',u\'name\': u\'ADDRESS_4\', u\'type\': u\'string\', u\'format\': u\'default\'},{u\'title\': u\'Post Code\',u\'description\': u\'The Address used by a Practice. This data is supplied by Primary Care Support England (PSCE), NHS England Area Teams or the Clinical Commissioning Group, whenever a new practice is opened or if a change of details is required.\',u\'name\': u\'POSTCODE\', u\'type\': u\'string\', u\'format\': u\'default\'},{u\'title\': u\'British National Formulary (BNF) Chemical Substance Code\',u\'description\': u\'A unique code used to refer to a BNF Chemical Substance.For example, 0501013B0\',u\'name\': u\'BNF_CHEMICAL_SUBSTANCE\', u\'type\': u\'string\', u\'format\': u\'default\'},{u\'title\': u\'British National Formulary (BNF) Chemical Substance Description\',u\'description\': u\'The name of the main active ingredient in a drug or the type of an appliance. Determined by the British National Formulatory (BNF) for drugs, or the NHS BSA for appliances. For example, Amoxicillin\',u\'name\': u\'CHEMICAL_SUBSTANCE_BNF_DESCR\', u\'type\': u\'string\', u\'format\': u\'default\'},{u\'title\': u\'British National Formulary (BNF) Code\',u\'description\': u\'The unique code used to refer to a BNF Presentation. For example, 0501013B0AAABAB\',u\'name\': u\'BNF_CODE\', u\'type\': u\'string\', u\'format\': u\'default\'},{u\'title\': u\'British National Formulary (BNF) Description\',u\'description\': u\'The name given to the specific type, strength, and formulation of a drug; or, the specific type of an appliance. For example, Amoxicillin 500mg capsules\',u\'name\': u\'BNF_DESCRIPTION\', u\'type\': u\'string\', u\'format\': u\'default\'},{u\'title\': u\'British National Formulary (BNF) Description\',u\'description\': u\'The name given to a British National Formulatory (BNF) Chapter that includes the prescribed product. Includes the numerical code used to refer to the chapter.For example, 05: Infections\',u\'name\': u\'BNF_CHAPTER_PLUS_CODE\', u\'type\': u\'string\', u\'format\': u\'default\'},{u\'title\': u\'Quantity\',u\'description\': u\'The quantity of a medicine, dressing or appliance for which an individual item was prescribed and dispensed, for each BNF Presentation. This represents a pseudo pack size, to illustrate the typical range of prescribed quantities of a given presentation. For example, a quantity of 28 for Amoxicillin 500mg capsules means that the pack size dispensed was 28 capsules.\',u\'name\': u\'QUANTITY\', u\'type\': u\'number\', u\'format\': u\'default\'},{u\'title\': u\'Items\',u\'description\': u\'The number of times a product appears on a prescription form. Prescription forms include both paper prescriptions and electronic messages.\',u\'name\': u\'ITEMS\', u\'type\': u\'number\', u\'format\': u\'default\'},{u\'title\': u\'Total Quantity\',u\'description\': u\'The total quantity of a drug or appliance that was prescribed.This is calculated by multiplying Quantity by Items. For example, if 2 items of Amoxicillin 500mg capsules with a quantity of 28 were prescribed, total quantity will be 56.\',u\'name\': u\'TOTAL_QUANTITY\', u\'type\': u\'number\', u\'format\': u\'default\'},{u\'title\': u\'Average Daily Quantity (ADQ)\',u\'description\': u\'Average Daily Quantity (ADQ) is the typical daily dose of a medication, prescribed to adult patients by GP Practices.This field shows the quantity prescribed multiplied by the strength, which is then divided by the Average Daily Quantity value.\',u\'name\': u\'ADQUSAGE\', u\'type\': u\'number\', u\'format\': u\'default\'},{u\'title\': u\'Net Ingredient Cost (NIC)\',u\'description\': u\'In GBP. The amount that would be paid using the basic price of the prescribed drug or appliance and the quantity prescribed.Sometimes called the "Net Ingredient Cost" (NIC).The basic price is given either in the Drug Tariff or is determined from prices published by manufacturers, wholesalers or suppliers. Basic price is set out in Parts 8 and 9 of the Drug Tariff. For any drugs or appliances not in Part 8, the price is usually taken from the manufacturer, wholesaler or supplier of the product.\',u\'name\': u\'NIC\', u\'type\': u\'number\', u\'format\': u\'default\'},{u\'title\': u\'Actual Cost\',u\'description\': u\'In GBP. The basic cost after adjustment for the national average discount and some payments to the dispenser.See notes for details of the calculation. The calculation is:Net Ingredient Cost - National Average Discount Percentage + (payment for consumables + out of pocket expenses + payment for containers)\',u\'name\': u\'ACTUAL_COST\', u\'type\': u\'number\', u\'format\': u\'default\'},{u\'title\': u\'Unidentified\',u\'description\': u\'This field shows data from prescription forms that could not be allocated to a Practice. Please see the guidance notes for a more detailed explanation of this field, and its uses.\',u\'name\': u\'UNIDENTIFIED\', u\'type\': u\'string\', u\'format\': u\'default\'},{u\'title\': u\'Presentation SNOMED code\',u\'description\': u\'A SNOMED CT (Systemised Nomenclature of Medicine Clinical Terms) is a clinical vocabulary readable by computers. The SNOMED code contained within the data is a unique identifier for each Medicinal Product (both VMP and AMP level). The identifier will not be re-used and or allocated to another presentation.\',u\'name\': u\'SNOMED_CODE\', u\'type\': u\'number\', u\'format\': u\'default\'}], u\'missingValues\': [u\'\']}', 'bq_table_name': 'EPD_SNOMED_202110', 'hash': 'ac1789e17c8d4eaf5099b82ed3750fa2e33ce8e58c4886eba7b83324757a67fb', 'description': '', 'format': 'CSV', 'mimetype_inner': None, 'url_type': 'upload', 'mimetype': 'text/csv', 'cache_url': None, 'name': 'EPD_SNOMED_202110', 'created': '2022-01-13T10:37:15.745664', 'url': 'https://opendata.nhsbsa.net/dataset/906115a6-4155-44be-8b81-f8e83cebfb84/resource/f4e1021f-5f23-46b7-8730-8c0d599a92a7/download/epd_snomed_202110.csv', 'last_modified': '2022-01-13T10:37:15.603989', 'position': 11, 'revision_id': 'aed266fd-d148-4149-ac32-1063af92a5e4', 'resource_type': None}, {'cache_last_updated': None, 'package_id': '906115a6-4155-44be-8b81-f8e83cebfb84', 'datastore_active': 'true', 'id': '464082e8-03f0-4b81-80bb-7784cb6de2af', 'size': 6657921788, 'title': 'English Prescribing Dataset (EPD) with SNOMED code - Nov 2021', 'restricted': '{level: public}', 'encoding': 'utf8', 'state': 'active', 'sha256': '95b1a86107ddb501c31eb1fe2d6af5ca09178caf5db659286a99b1f8c4317927', 'zip_url': 'https://83025b28472d6aa2bf5ae59f3724aa78.eu.r2.cloudflarestorage.com/dx-nhs-production/DATOPIAN_DATA/EPD_SNOMED_202111.ZIP?response-content-disposition=filename%3DEPD_SNOMED_202111.ZIP&X-Amz-Algorithm=AWS4-HMAC-SHA256&X-Amz-Expires=3600&X-Amz-Credential=d1d532dd4244a61845b7ea3d94bcd4d9%2F20240528%2Fus-east-1%2Fs3%2Faws4_request&X-Amz-SignedHeaders=host&X-Amz-Date=20240528T140250Z&X-Amz-Signature=5b184d86ac7b02ddf98ab5a9f66dc8a5289930618838243209f765f23cd9ef7b', 'lfs_prefix': 'experimental-data-sets/english-prescribing-dataset-epd-with-snomed-code', 'schema': '{u\'fields\': [{u\'title\': u\'Year and Month as YYYYMM\',u\'description\': u\'Example: 201401\',u\'name\': u\'YEAR_MONTH\', u\'type\': u\'number\', u\'format\': u\'default\'},{u\'title\': u\'Regional Office Name\',u\'description\': u\'The name given to a geographical region by NHS England. Each region supports local systems to provide more joined up and care for patients.\',u\'name\': u\'REGIONAL_OFFICE_NAME\', u\'type\': u\'string\', u\'format\': u\'default\'},{u\'title\': u\'Regional Office Code\',u\'description\': u\'The unique code used to refer to a Regional Office.\',u\'name\': u\'REGIONAL_OFFICE_CODE\', u\'type\': u\'string\', u\'format\': u\'default\'},{u\'title\': u\'STP Name\',u\'description\': u\'The name given to a geographical area by NHS England that is a smaller division of a Region. STP stands for Sustainability and Transformation Partnership\',u\'name\': u\'STP_NAME\', u\'type\': u\'string\', u\'format\': u\'default\'},{u\'title\': u\'STP Code\',u\'description\': u\'The unique code used to refer to an STP. STP stands for Sustainability and Transformation Partnership.\',u\'name\': u\'STP_CODE\', u\'type\': u\'string\', u\'format\': u\'default\'},{u\'title\': u\'Primary Care Organisation Name\',u\'description\': u\'An NHS organisation that commissions or provides care services involving prescriptions that are dispensed in the community. For example: a Clinical Commissioning Group (CCG), an NHS Trust.\',u\'name\': u\'PCO_NAME\', u\'type\': u\'string\', u\'format\': u\'default\'},{u\'title\': u\'Primary Care Organisation Code\',u\'description\': u\'The unique code used to refer to a Primary Care Organisation.\',u\'name\': u\'PCO_CODE\', u\'type\': u\'string\', u\'format\': u\'default\'},{u\'title\': u\'Practice Name\',u\'description\': u\'The name of an organisation that employs one or more prescribers who issue prescriptions that may be dispensed in the community. For example:a GP Practice, an Out-of-Hours service, a hospital department within an NHS Trust.\',u\'name\': u\'PRACTICE_NAME\', u\'type\': u\'string\', u\'format\': u\'default\'},{u\'title\': u\'Practice Code\',u\'description\': u\'The unique code used to refer to a Practice.\',u\'name\': u\'PRACTICE_CODE\', u\'type\': u\'string\', u\'format\': u\'default\'},{u\'title\': u\'Address Field 1\',u\'description\': u\'The Address used by a Practice. This data is supplied by Primary Care Support England (PSCE), NHS England Area Teams or the Clinical Commissioning Group, whenever a new practice is opened or if a change of details is required.\',u\'name\': u\'ADDRESS_1\', u\'type\': u\'string\', u\'format\': u\'default\'},{u\'title\': u\'Address Field 2\',u\'description\': u\'The Address used by a Practice. This data is supplied by Primary Care Support England (PSCE), NHS England Area Teams or the Clinical Commissioning Group, whenever a new practice is opened or if a change of details is required.\',u\'name\': u\'ADDRESS_2\', u\'type\': u\'string\', u\'format\': u\'default\'},{u\'title\': u\'Address Field 3\',u\'description\': u\'The Address used by a Practice. This data is supplied by Primary Care Support England (PSCE), NHS England Area Teams or the Clinical Commissioning Group, whenever a new practice is opened or if a change of details is required.\',u\'name\': u\'ADDRESS_3\', u\'type\': u\'string\', u\'format\': u\'default\'},{u\'title\': u\'Address Field 4\',u\'description\': u\'The Address used by a Practice. This data is supplied by Primary Care Support England (PSCE), NHS England Area Teams or the Clinical Commissioning Group, whenever a new practice is opened or if a change of details is required.\',u\'name\': u\'ADDRESS_4\', u\'type\': u\'string\', u\'format\': u\'default\'},{u\'title\': u\'Post Code\',u\'description\': u\'The Address used by a Practice. This data is supplied by Primary Care Support England (PSCE), NHS England Area Teams or the Clinical Commissioning Group, whenever a new practice is opened or if a change of details is required.\',u\'name\': u\'POSTCODE\', u\'type\': u\'string\', u\'format\': u\'default\'},{u\'title\': u\'British National Formulary (BNF) Chemical Substance Code\',u\'description\': u\'A unique code used to refer to a BNF Chemical Substance.For example, 0501013B0\',u\'name\': u\'BNF_CHEMICAL_SUBSTANCE\', u\'type\': u\'string\', u\'format\': u\'default\'},{u\'title\': u\'British National Formulary (BNF) Chemical Substance Description\',u\'description\': u\'The name of the main active ingredient in a drug or the type of an appliance. Determined by the British National Formulatory (BNF) for drugs, or the NHS BSA for appliances. For example, Amoxicillin\',u\'name\': u\'CHEMICAL_SUBSTANCE_BNF_DESCR\', u\'type\': u\'string\', u\'format\': u\'default\'},{u\'title\': u\'British National Formulary (BNF) Code\',u\'description\': u\'The unique code used to refer to a BNF Presentation. For example, 0501013B0AAABAB\',u\'name\': u\'BNF_CODE\', u\'type\': u\'string\', u\'format\': u\'default\'},{u\'title\': u\'British National Formulary (BNF) Description\',u\'description\': u\'The name given to the specific type, strength, and formulation of a drug; or, the specific type of an appliance. For example, Amoxicillin 500mg capsules\',u\'name\': u\'BNF_DESCRIPTION\', u\'type\': u\'string\', u\'format\': u\'default\'},{u\'title\': u\'British National Formulary (BNF) Description\',u\'description\': u\'The name given to a British National Formulatory (BNF) Chapter that includes the prescribed product. Includes the numerical code used to refer to the chapter.For example, 05: Infections\',u\'name\': u\'BNF_CHAPTER_PLUS_CODE\', u\'type\': u\'string\', u\'format\': u\'default\'},{u\'title\': u\'Quantity\',u\'description\': u\'The quantity of a medicine, dressing or appliance for which an individual item was prescribed and dispensed, for each BNF Presentation. This represents a pseudo pack size, to illustrate the typical range of prescribed quantities of a given presentation. For example, a quantity of 28 for Amoxicillin 500mg capsules means that the pack size dispensed was 28 capsules.\',u\'name\': u\'QUANTITY\', u\'type\': u\'number\', u\'format\': u\'default\'},{u\'title\': u\'Items\',u\'description\': u\'The number of times a product appears on a prescription form. Prescription forms include both paper prescriptions and electronic messages.\',u\'name\': u\'ITEMS\', u\'type\': u\'number\', u\'format\': u\'default\'},{u\'title\': u\'Total Quantity\',u\'description\': u\'The total quantity of a drug or appliance that was prescribed.This is calculated by multiplying Quantity by Items. For example, if 2 items of Amoxicillin 500mg capsules with a quantity of 28 were prescribed, total quantity will be 56.\',u\'name\': u\'TOTAL_QUANTITY\', u\'type\': u\'number\', u\'format\': u\'default\'},{u\'title\': u\'Average Daily Quantity (ADQ)\',u\'description\': u\'Average Daily Quantity (ADQ) is the typical daily dose of a medication, prescribed to adult patients by GP Practices.This field shows the quantity prescribed multiplied by the strength, which is then divided by the Average Daily Quantity value.\',u\'name\': u\'ADQUSAGE\', u\'type\': u\'number\', u\'format\': u\'default\'},{u\'title\': u\'Net Ingredient Cost (NIC)\',u\'description\': u\'In GBP. The amount that would be paid using the basic price of the prescribed drug or appliance and the quantity prescribed.Sometimes called the "Net Ingredient Cost" (NIC).The basic price is given either in the Drug Tariff or is determined from prices published by manufacturers, wholesalers or suppliers. Basic price is set out in Parts 8 and 9 of the Drug Tariff. For any drugs or appliances not in Part 8, the price is usually taken from the manufacturer, wholesaler or supplier of the product.\',u\'name\': u\'NIC\', u\'type\': u\'number\', u\'format\': u\'default\'},{u\'title\': u\'Actual Cost\',u\'description\': u\'In GBP. The basic cost after adjustment for the national average discount and some payments to the dispenser.See notes for details of the calculation. The calculation is:Net Ingredient Cost - National Average Discount Percentage + (payment for consumables + out of pocket expenses + payment for containers)\',u\'name\': u\'ACTUAL_COST\', u\'type\': u\'number\', u\'format\': u\'default\'},{u\'title\': u\'Unidentified\',u\'description\': u\'This field shows data from prescription forms that could not be allocated to a Practice. Please see the guidance notes for a more detailed explanation of this field, and its uses.\',u\'name\': u\'UNIDENTIFIED\', u\'type\': u\'string\', u\'format\': u\'default\'},{u\'title\': u\'Presentation SNOMED code\',u\'description\': u\'A SNOMED CT (Systemised Nomenclature of Medicine Clinical Terms) is a clinical vocabulary readable by computers. The SNOMED code contained within the data is a unique identifier for each Medicinal Product (both VMP and AMP level). The identifier will not be re-used and or allocated to another presentation.\',u\'name\': u\'SNOMED_CODE\', u\'type\': u\'number\', u\'format\': u\'default\'}], u\'missingValues\': [u\'\']}', 'bq_table_name': 'EPD_SNOMED_202111', 'hash': '95b1a86107ddb501c31eb1fe2d6af5ca09178caf5db659286a99b1f8c4317927', 'description': '', 'format': 'CSV', 'mimetype_inner': None, 'url_type': 'upload', 'mimetype': 'text/csv', 'cache_url': None, 'name': 'EPD_SNOMED_202111', 'created': '2022-01-17T19:49:36.418861', 'url': 'https://opendata.nhsbsa.net/dataset/906115a6-4155-44be-8b81-f8e83cebfb84/resource/464082e8-03f0-4b81-80bb-7784cb6de2af/download/epd_snomed_202111.csv', 'last_modified': '2022-01-17T19:49:35.941425', 'position': 12, 'revision_id': 'aed266fd-d148-4149-ac32-1063af92a5e4', 'resource_type': None}, {'cache_last_updated': None, 'package_id': '906115a6-4155-44be-8b81-f8e83cebfb84', 'datastore_active': 'true', 'id': '5660d2a6-d1a9-41f6-8a4b-045c90f418c5', 'size': 6718701675, 'title': 'English Prescribing Dataset (EPD) with SNOMED code - Dec 2021', 'restricted': '{level: public}', 'encoding': 'utf8', 'state': 'active', 'sha256': '18697dfdbeb6c4147026f9829027e6fc4628b555bf225f96e988df3f7daae7b8', 'zip_url': 'https://83025b28472d6aa2bf5ae59f3724aa78.eu.r2.cloudflarestorage.com/dx-nhs-production/DATOPIAN_DATA/EPD_SNOMED_202112.ZIP?response-content-disposition=filename%3DEPD_SNOMED_202112.ZIP&X-Amz-Algorithm=AWS4-HMAC-SHA256&X-Amz-Expires=3600&X-Amz-Credential=d1d532dd4244a61845b7ea3d94bcd4d9%2F20240528%2Fus-east-1%2Fs3%2Faws4_request&X-Amz-SignedHeaders=host&X-Amz-Date=20240528T140250Z&X-Amz-Signature=30a5896b43bd3ef05da05ede09ab728ba02b5f1527b330a6d35435f75b208a78', 'lfs_prefix': 'experimental-data-sets/english-prescribing-dataset-epd-with-snomed-code', 'schema': '{u\'fields\': [{u\'title\': u\'Year and Month as YYYYMM\',u\'description\': u\'Example: 201401\',u\'name\': u\'YEAR_MONTH\', u\'type\': u\'number\', u\'format\': u\'default\'},{u\'title\': u\'Regional Office Name\',u\'description\': u\'The name given to a geographical region by NHS England. Each region supports local systems to provide more joined up and care for patients.\',u\'name\': u\'REGIONAL_OFFICE_NAME\', u\'type\': u\'string\', u\'format\': u\'default\'},{u\'title\': u\'Regional Office Code\',u\'description\': u\'The unique code used to refer to a Regional Office.\',u\'name\': u\'REGIONAL_OFFICE_CODE\', u\'type\': u\'string\', u\'format\': u\'default\'},{u\'title\': u\'STP Name\',u\'description\': u\'The name given to a geographical area by NHS England that is a smaller division of a Region. STP stands for Sustainability and Transformation Partnership\',u\'name\': u\'STP_NAME\', u\'type\': u\'string\', u\'format\': u\'default\'},{u\'title\': u\'STP Code\',u\'description\': u\'The unique code used to refer to an STP. STP stands for Sustainability and Transformation Partnership.\',u\'name\': u\'STP_CODE\', u\'type\': u\'string\', u\'format\': u\'default\'},{u\'title\': u\'Primary Care Organisation Name\',u\'description\': u\'An NHS organisation that commissions or provides care services involving prescriptions that are dispensed in the community. For example: a Clinical Commissioning Group (CCG), an NHS Trust.\',u\'name\': u\'PCO_NAME\', u\'type\': u\'string\', u\'format\': u\'default\'},{u\'title\': u\'Primary Care Organisation Code\',u\'description\': u\'The unique code used to refer to a Primary Care Organisation.\',u\'name\': u\'PCO_CODE\', u\'type\': u\'string\', u\'format\': u\'default\'},{u\'title\': u\'Practice Name\',u\'description\': u\'The name of an organisation that employs one or more prescribers who issue prescriptions that may be dispensed in the community. For example:a GP Practice, an Out-of-Hours service, a hospital department within an NHS Trust.\',u\'name\': u\'PRACTICE_NAME\', u\'type\': u\'string\', u\'format\': u\'default\'},{u\'title\': u\'Practice Code\',u\'description\': u\'The unique code used to refer to a Practice.\',u\'name\': u\'PRACTICE_CODE\', u\'type\': u\'string\', u\'format\': u\'default\'},{u\'title\': u\'Address Field 1\',u\'description\': u\'The Address used by a Practice. This data is supplied by Primary Care Support England (PSCE), NHS England Area Teams or the Clinical Commissioning Group, whenever a new practice is opened or if a change of details is required.\',u\'name\': u\'ADDRESS_1\', u\'type\': u\'string\', u\'format\': u\'default\'},{u\'title\': u\'Address Field 2\',u\'description\': u\'The Address used by a Practice. This data is supplied by Primary Care Support England (PSCE), NHS England Area Teams or the Clinical Commissioning Group, whenever a new practice is opened or if a change of details is required.\',u\'name\': u\'ADDRESS_2\', u\'type\': u\'string\', u\'format\': u\'default\'},{u\'title\': u\'Address Field 3\',u\'description\': u\'The Address used by a Practice. This data is supplied by Primary Care Support England (PSCE), NHS England Area Teams or the Clinical Commissioning Group, whenever a new practice is opened or if a change of details is required.\',u\'name\': u\'ADDRESS_3\', u\'type\': u\'string\', u\'format\': u\'default\'},{u\'title\': u\'Address Field 4\',u\'description\': u\'The Address used by a Practice. This data is supplied by Primary Care Support England (PSCE), NHS England Area Teams or the Clinical Commissioning Group, whenever a new practice is opened or if a change of details is required.\',u\'name\': u\'ADDRESS_4\', u\'type\': u\'string\', u\'format\': u\'default\'},{u\'title\': u\'Post Code\',u\'description\': u\'The Address used by a Practice. This data is supplied by Primary Care Support England (PSCE), NHS England Area Teams or the Clinical Commissioning Group, whenever a new practice is opened or if a change of details is required.\',u\'name\': u\'POSTCODE\', u\'type\': u\'string\', u\'format\': u\'default\'},{u\'title\': u\'British National Formulary (BNF) Chemical Substance Code\',u\'description\': u\'A unique code used to refer to a BNF Chemical Substance.For example, 0501013B0\',u\'name\': u\'BNF_CHEMICAL_SUBSTANCE\', u\'type\': u\'string\', u\'format\': u\'default\'},{u\'title\': u\'British National Formulary (BNF) Chemical Substance Description\',u\'description\': u\'The name of the main active ingredient in a drug or the type of an appliance. Determined by the British National Formulatory (BNF) for drugs, or the NHS BSA for appliances. For example, Amoxicillin\',u\'name\': u\'CHEMICAL_SUBSTANCE_BNF_DESCR\', u\'type\': u\'string\', u\'format\': u\'default\'},{u\'title\': u\'British National Formulary (BNF) Code\',u\'description\': u\'The unique code used to refer to a BNF Presentation. For example, 0501013B0AAABAB\',u\'name\': u\'BNF_CODE\', u\'type\': u\'string\', u\'format\': u\'default\'},{u\'title\': u\'British National Formulary (BNF) Description\',u\'description\': u\'The name given to the specific type, strength, and formulation of a drug; or, the specific type of an appliance. For example, Amoxicillin 500mg capsules\',u\'name\': u\'BNF_DESCRIPTION\', u\'type\': u\'string\', u\'format\': u\'default\'},{u\'title\': u\'British National Formulary (BNF) Description\',u\'description\': u\'The name given to a British National Formulatory (BNF) Chapter that includes the prescribed product. Includes the numerical code used to refer to the chapter.For example, 05: Infections\',u\'name\': u\'BNF_CHAPTER_PLUS_CODE\', u\'type\': u\'string\', u\'format\': u\'default\'},{u\'title\': u\'Quantity\',u\'description\': u\'The quantity of a medicine, dressing or appliance for which an individual item was prescribed and dispensed, for each BNF Presentation. This represents a pseudo pack size, to illustrate the typical range of prescribed quantities of a given presentation. For example, a quantity of 28 for Amoxicillin 500mg capsules means that the pack size dispensed was 28 capsules.\',u\'name\': u\'QUANTITY\', u\'type\': u\'number\', u\'format\': u\'default\'},{u\'title\': u\'Items\',u\'description\': u\'The number of times a product appears on a prescription form. Prescription forms include both paper prescriptions and electronic messages.\',u\'name\': u\'ITEMS\', u\'type\': u\'number\', u\'format\': u\'default\'},{u\'title\': u\'Total Quantity\',u\'description\': u\'The total quantity of a drug or appliance that was prescribed.This is calculated by multiplying Quantity by Items. For example, if 2 items of Amoxicillin 500mg capsules with a quantity of 28 were prescribed, total quantity will be 56.\',u\'name\': u\'TOTAL_QUANTITY\', u\'type\': u\'number\', u\'format\': u\'default\'},{u\'title\': u\'Average Daily Quantity (ADQ)\',u\'description\': u\'Average Daily Quantity (ADQ) is the typical daily dose of a medication, prescribed to adult patients by GP Practices.This field shows the quantity prescribed multiplied by the strength, which is then divided by the Average Daily Quantity value.\',u\'name\': u\'ADQUSAGE\', u\'type\': u\'number\', u\'format\': u\'default\'},{u\'title\': u\'Net Ingredient Cost (NIC)\',u\'description\': u\'In GBP. The amount that would be paid using the basic price of the prescribed drug or appliance and the quantity prescribed.Sometimes called the "Net Ingredient Cost" (NIC).The basic price is given either in the Drug Tariff or is determined from prices published by manufacturers, wholesalers or suppliers. Basic price is set out in Parts 8 and 9 of the Drug Tariff. For any drugs or appliances not in Part 8, the price is usually taken from the manufacturer, wholesaler or supplier of the product.\',u\'name\': u\'NIC\', u\'type\': u\'number\', u\'format\': u\'default\'},{u\'title\': u\'Actual Cost\',u\'description\': u\'In GBP. The basic cost after adjustment for the national average discount and some payments to the dispenser.See notes for details of the calculation. The calculation is:Net Ingredient Cost - National Average Discount Percentage + (payment for consumables + out of pocket expenses + payment for containers)\',u\'name\': u\'ACTUAL_COST\', u\'type\': u\'number\', u\'format\': u\'default\'},{u\'title\': u\'Unidentified\',u\'description\': u\'This field shows data from prescription forms that could not be allocated to a Practice. Please see the guidance notes for a more detailed explanation of this field, and its uses.\',u\'name\': u\'UNIDENTIFIED\', u\'type\': u\'string\', u\'format\': u\'default\'},{u\'title\': u\'Presentation SNOMED code\',u\'description\': u\'A SNOMED CT (Systemised Nomenclature of Medicine Clinical Terms) is a clinical vocabulary readable by computers. The SNOMED code contained within the data is a unique identifier for each Medicinal Product (both VMP and AMP level). The identifier will not be re-used and or allocated to another presentation.\',u\'name\': u\'SNOMED_CODE\', u\'type\': u\'number\', u\'format\': u\'default\'}], u\'missingValues\': [u\'\']}', 'bq_table_name': 'EPD_SNOMED_202112', 'hash': '18697dfdbeb6c4147026f9829027e6fc4628b555bf225f96e988df3f7daae7b8', 'description': '', 'format': 'CSV', 'mimetype_inner': None, 'url_type': 'upload', 'mimetype': 'text/csv', 'cache_url': None, 'name': 'EPD_SNOMED_202112', 'created': '2022-02-15T19:00:14.276522', 'url': 'https://opendata.nhsbsa.net/dataset/906115a6-4155-44be-8b81-f8e83cebfb84/resource/5660d2a6-d1a9-41f6-8a4b-045c90f418c5/download/epd_snomed_202112.csv', 'last_modified': '2022-02-15T19:00:08.179964', 'position': 13, 'revision_id': 'aed266fd-d148-4149-ac32-1063af92a5e4', 'resource_type': None}, {'cache_last_updated': None, 'package_id': '906115a6-4155-44be-8b81-f8e83cebfb84', 'datastore_active': 'true', 'id': 'e9a43f6c-0688-4396-8bdf-674427ebab06', 'size': 6616710149, 'title': 'English Prescribing Dataset (EPD) with SNOMED code - Jan 2022', 'restricted': '{level: public}', 'encoding': 'utf8', 'state': 'active', 'sha256': '65268101b5cc886c478455f21aca58cee2927019219972ce55136654b0b4e260', 'zip_url': 'https://83025b28472d6aa2bf5ae59f3724aa78.eu.r2.cloudflarestorage.com/dx-nhs-production/DATOPIAN_DATA/EPD_SNOMED_202201.ZIP?response-content-disposition=filename%3DEPD_SNOMED_202201.ZIP&X-Amz-Algorithm=AWS4-HMAC-SHA256&X-Amz-Expires=3600&X-Amz-Credential=d1d532dd4244a61845b7ea3d94bcd4d9%2F20240528%2Fus-east-1%2Fs3%2Faws4_request&X-Amz-SignedHeaders=host&X-Amz-Date=20240528T140250Z&X-Amz-Signature=14efaee597aacce416b6ed2dd2941093601986c88bb5950ce0d75f62d1441abf', 'lfs_prefix': 'experimental-data-sets/english-prescribing-dataset-epd-with-snomed-code', 'schema': '{u\'fields\': [{u\'title\': u\'Year and Month as YYYYMM\',u\'description\': u\'Example: 201401\',u\'name\': u\'YEAR_MONTH\', u\'type\': u\'number\', u\'format\': u\'default\'},{u\'title\': u\'Regional Office Name\',u\'description\': u\'The name given to a geographical region by NHS England. Each region supports local systems to provide more joined up and care for patients.\',u\'name\': u\'REGIONAL_OFFICE_NAME\', u\'type\': u\'string\', u\'format\': u\'default\'},{u\'title\': u\'Regional Office Code\',u\'description\': u\'The unique code used to refer to a Regional Office.\',u\'name\': u\'REGIONAL_OFFICE_CODE\', u\'type\': u\'string\', u\'format\': u\'default\'},{u\'title\': u\'STP Name\',u\'description\': u\'The name given to a geographical area by NHS England that is a smaller division of a Region. STP stands for Sustainability and Transformation Partnership\',u\'name\': u\'STP_NAME\', u\'type\': u\'string\', u\'format\': u\'default\'},{u\'title\': u\'STP Code\',u\'description\': u\'The unique code used to refer to an STP. STP stands for Sustainability and Transformation Partnership.\',u\'name\': u\'STP_CODE\', u\'type\': u\'string\', u\'format\': u\'default\'},{u\'title\': u\'Primary Care Organisation Name\',u\'description\': u\'An NHS organisation that commissions or provides care services involving prescriptions that are dispensed in the community. For example: a Clinical Commissioning Group (CCG), an NHS Trust.\',u\'name\': u\'PCO_NAME\', u\'type\': u\'string\', u\'format\': u\'default\'},{u\'title\': u\'Primary Care Organisation Code\',u\'description\': u\'The unique code used to refer to a Primary Care Organisation.\',u\'name\': u\'PCO_CODE\', u\'type\': u\'string\', u\'format\': u\'default\'},{u\'title\': u\'Practice Name\',u\'description\': u\'The name of an organisation that employs one or more prescribers who issue prescriptions that may be dispensed in the community. For example:a GP Practice, an Out-of-Hours service, a hospital department within an NHS Trust.\',u\'name\': u\'PRACTICE_NAME\', u\'type\': u\'string\', u\'format\': u\'default\'},{u\'title\': u\'Practice Code\',u\'description\': u\'The unique code used to refer to a Practice.\',u\'name\': u\'PRACTICE_CODE\', u\'type\': u\'string\', u\'format\': u\'default\'},{u\'title\': u\'Address Field 1\',u\'description\': u\'The Address used by a Practice. This data is supplied by Primary Care Support England (PSCE), NHS England Area Teams or the Clinical Commissioning Group, whenever a new practice is opened or if a change of details is required.\',u\'name\': u\'ADDRESS_1\', u\'type\': u\'string\', u\'format\': u\'default\'},{u\'title\': u\'Address Field 2\',u\'description\': u\'The Address used by a Practice. This data is supplied by Primary Care Support England (PSCE), NHS England Area Teams or the Clinical Commissioning Group, whenever a new practice is opened or if a change of details is required.\',u\'name\': u\'ADDRESS_2\', u\'type\': u\'string\', u\'format\': u\'default\'},{u\'title\': u\'Address Field 3\',u\'description\': u\'The Address used by a Practice. This data is supplied by Primary Care Support England (PSCE), NHS England Area Teams or the Clinical Commissioning Group, whenever a new practice is opened or if a change of details is required.\',u\'name\': u\'ADDRESS_3\', u\'type\': u\'string\', u\'format\': u\'default\'},{u\'title\': u\'Address Field 4\',u\'description\': u\'The Address used by a Practice. This data is supplied by Primary Care Support England (PSCE), NHS England Area Teams or the Clinical Commissioning Group, whenever a new practice is opened or if a change of details is required.\',u\'name\': u\'ADDRESS_4\', u\'type\': u\'string\', u\'format\': u\'default\'},{u\'title\': u\'Post Code\',u\'description\': u\'The Address used by a Practice. This data is supplied by Primary Care Support England (PSCE), NHS England Area Teams or the Clinical Commissioning Group, whenever a new practice is opened or if a change of details is required.\',u\'name\': u\'POSTCODE\', u\'type\': u\'string\', u\'format\': u\'default\'},{u\'title\': u\'British National Formulary (BNF) Chemical Substance Code\',u\'description\': u\'A unique code used to refer to a BNF Chemical Substance.For example, 0501013B0\',u\'name\': u\'BNF_CHEMICAL_SUBSTANCE\', u\'type\': u\'string\', u\'format\': u\'default\'},{u\'title\': u\'British National Formulary (BNF) Chemical Substance Description\',u\'description\': u\'The name of the main active ingredient in a drug or the type of an appliance. Determined by the British National Formulatory (BNF) for drugs, or the NHS BSA for appliances. For example, Amoxicillin\',u\'name\': u\'CHEMICAL_SUBSTANCE_BNF_DESCR\', u\'type\': u\'string\', u\'format\': u\'default\'},{u\'title\': u\'British National Formulary (BNF) Code\',u\'description\': u\'The unique code used to refer to a BNF Presentation. For example, 0501013B0AAABAB\',u\'name\': u\'BNF_CODE\', u\'type\': u\'string\', u\'format\': u\'default\'},{u\'title\': u\'British National Formulary (BNF) Description\',u\'description\': u\'The name given to the specific type, strength, and formulation of a drug; or, the specific type of an appliance. For example, Amoxicillin 500mg capsules\',u\'name\': u\'BNF_DESCRIPTION\', u\'type\': u\'string\', u\'format\': u\'default\'},{u\'title\': u\'British National Formulary (BNF) Description\',u\'description\': u\'The name given to a British National Formulatory (BNF) Chapter that includes the prescribed product. Includes the numerical code used to refer to the chapter.For example, 05: Infections\',u\'name\': u\'BNF_CHAPTER_PLUS_CODE\', u\'type\': u\'string\', u\'format\': u\'default\'},{u\'title\': u\'Quantity\',u\'description\': u\'The quantity of a medicine, dressing or appliance for which an individual item was prescribed and dispensed, for each BNF Presentation. This represents a pseudo pack size, to illustrate the typical range of prescribed quantities of a given presentation. For example, a quantity of 28 for Amoxicillin 500mg capsules means that the pack size dispensed was 28 capsules.\',u\'name\': u\'QUANTITY\', u\'type\': u\'number\', u\'format\': u\'default\'},{u\'title\': u\'Items\',u\'description\': u\'The number of times a product appears on a prescription form. Prescription forms include both paper prescriptions and electronic messages.\',u\'name\': u\'ITEMS\', u\'type\': u\'number\', u\'format\': u\'default\'},{u\'title\': u\'Total Quantity\',u\'description\': u\'The total quantity of a drug or appliance that was prescribed.This is calculated by multiplying Quantity by Items. For example, if 2 items of Amoxicillin 500mg capsules with a quantity of 28 were prescribed, total quantity will be 56.\',u\'name\': u\'TOTAL_QUANTITY\', u\'type\': u\'number\', u\'format\': u\'default\'},{u\'title\': u\'Average Daily Quantity (ADQ)\',u\'description\': u\'Average Daily Quantity (ADQ) is the typical daily dose of a medication, prescribed to adult patients by GP Practices.This field shows the quantity prescribed multiplied by the strength, which is then divided by the Average Daily Quantity value.\',u\'name\': u\'ADQUSAGE\', u\'type\': u\'number\', u\'format\': u\'default\'},{u\'title\': u\'Net Ingredient Cost (NIC)\',u\'description\': u\'In GBP. The amount that would be paid using the basic price of the prescribed drug or appliance and the quantity prescribed.Sometimes called the "Net Ingredient Cost" (NIC).The basic price is given either in the Drug Tariff or is determined from prices published by manufacturers, wholesalers or suppliers. Basic price is set out in Parts 8 and 9 of the Drug Tariff. For any drugs or appliances not in Part 8, the price is usually taken from the manufacturer, wholesaler or supplier of the product.\',u\'name\': u\'NIC\', u\'type\': u\'number\', u\'format\': u\'default\'},{u\'title\': u\'Actual Cost\',u\'description\': u\'In GBP. The basic cost after adjustment for the national average discount and some payments to the dispenser.See notes for details of the calculation. The calculation is:Net Ingredient Cost - National Average Discount Percentage + (payment for consumables + out of pocket expenses + payment for containers)\',u\'name\': u\'ACTUAL_COST\', u\'type\': u\'number\', u\'format\': u\'default\'},{u\'title\': u\'Unidentified\',u\'description\': u\'This field shows data from prescription forms that could not be allocated to a Practice. Please see the guidance notes for a more detailed explanation of this field, and its uses.\',u\'name\': u\'UNIDENTIFIED\', u\'type\': u\'string\', u\'format\': u\'default\'},{u\'title\': u\'Presentation SNOMED code\',u\'description\': u\'A SNOMED CT (Systemised Nomenclature of Medicine Clinical Terms) is a clinical vocabulary readable by computers. The SNOMED code contained within the data is a unique identifier for each Medicinal Product (both VMP and AMP level). The identifier will not be re-used and or allocated to another presentation.\',u\'name\': u\'SNOMED_CODE\', u\'type\': u\'number\', u\'format\': u\'default\'}], u\'missingValues\': [u\'\']}', 'bq_table_name': 'EPD_SNOMED_202201', 'hash': '65268101b5cc886c478455f21aca58cee2927019219972ce55136654b0b4e260', 'description': '', 'format': 'CSV', 'mimetype_inner': None, 'url_type': 'upload', 'mimetype': 'text/csv', 'cache_url': None, 'name': 'EPD_SNOMED_202201', 'created': '2022-03-16T19:56:26.439745', 'url': 'https://opendata.nhsbsa.net/dataset/906115a6-4155-44be-8b81-f8e83cebfb84/resource/e9a43f6c-0688-4396-8bdf-674427ebab06/download/epd_snomed_202201.csv', 'last_modified': '2022-03-16T19:56:26.341404', 'position': 14, 'revision_id': 'aed266fd-d148-4149-ac32-1063af92a5e4', 'resource_type': None}, {'cache_last_updated': None, 'package_id': '906115a6-4155-44be-8b81-f8e83cebfb84', 'datastore_active': 'true', 'id': 'da65311d-06c0-4fac-af7b-43ee39ef2ba5', 'size': 6457464664, 'title': 'English Prescribing Dataset (EPD) with SNOMED code - Feb 2022', 'restricted': '{level: public}', 'encoding': 'utf8', 'state': 'active', 'sha256': '3609afe776e34068cd969c4bc510c6308b1dca1272614823586daf78eb666630', 'zip_url': 'https://83025b28472d6aa2bf5ae59f3724aa78.eu.r2.cloudflarestorage.com/dx-nhs-production/DATOPIAN_DATA/EPD_SNOMED_202202.ZIP?response-content-disposition=filename%3DEPD_SNOMED_202202.ZIP&X-Amz-Algorithm=AWS4-HMAC-SHA256&X-Amz-Expires=3600&X-Amz-Credential=d1d532dd4244a61845b7ea3d94bcd4d9%2F20240528%2Fus-east-1%2Fs3%2Faws4_request&X-Amz-SignedHeaders=host&X-Amz-Date=20240528T140250Z&X-Amz-Signature=18bbd5532cadddaf555de59d113b098263314bb04d630a95d70e942bd2573b40', 'lfs_prefix': 'experimental-data-sets/english-prescribing-dataset-epd-with-snomed-code', 'schema': '{u\'fields\': [{u\'title\': u\'Year and Month as YYYYMM\',u\'description\': u\'Example: 201401\',u\'name\': u\'YEAR_MONTH\', u\'type\': u\'number\', u\'format\': u\'default\'},{u\'title\': u\'Regional Office Name\',u\'description\': u\'The name given to a geographical region by NHS England. Each region supports local systems to provide more joined up and care for patients.\',u\'name\': u\'REGIONAL_OFFICE_NAME\', u\'type\': u\'string\', u\'format\': u\'default\'},{u\'title\': u\'Regional Office Code\',u\'description\': u\'The unique code used to refer to a Regional Office.\',u\'name\': u\'REGIONAL_OFFICE_CODE\', u\'type\': u\'string\', u\'format\': u\'default\'},{u\'title\': u\'STP Name\',u\'description\': u\'The name given to a geographical area by NHS England that is a smaller division of a Region. STP stands for Sustainability and Transformation Partnership\',u\'name\': u\'STP_NAME\', u\'type\': u\'string\', u\'format\': u\'default\'},{u\'title\': u\'STP Code\',u\'description\': u\'The unique code used to refer to an STP. STP stands for Sustainability and Transformation Partnership.\',u\'name\': u\'STP_CODE\', u\'type\': u\'string\', u\'format\': u\'default\'},{u\'title\': u\'Primary Care Organisation Name\',u\'description\': u\'An NHS organisation that commissions or provides care services involving prescriptions that are dispensed in the community. For example: a Clinical Commissioning Group (CCG), an NHS Trust.\',u\'name\': u\'PCO_NAME\', u\'type\': u\'string\', u\'format\': u\'default\'},{u\'title\': u\'Primary Care Organisation Code\',u\'description\': u\'The unique code used to refer to a Primary Care Organisation.\',u\'name\': u\'PCO_CODE\', u\'type\': u\'string\', u\'format\': u\'default\'},{u\'title\': u\'Practice Name\',u\'description\': u\'The name of an organisation that employs one or more prescribers who issue prescriptions that may be dispensed in the community. For example:a GP Practice, an Out-of-Hours service, a hospital department within an NHS Trust.\',u\'name\': u\'PRACTICE_NAME\', u\'type\': u\'string\', u\'format\': u\'default\'},{u\'title\': u\'Practice Code\',u\'description\': u\'The unique code used to refer to a Practice.\',u\'name\': u\'PRACTICE_CODE\', u\'type\': u\'string\', u\'format\': u\'default\'},{u\'title\': u\'Address Field 1\',u\'description\': u\'The Address used by a Practice. This data is supplied by Primary Care Support England (PSCE), NHS England Area Teams or the Clinical Commissioning Group, whenever a new practice is opened or if a change of details is required.\',u\'name\': u\'ADDRESS_1\', u\'type\': u\'string\', u\'format\': u\'default\'},{u\'title\': u\'Address Field 2\',u\'description\': u\'The Address used by a Practice. This data is supplied by Primary Care Support England (PSCE), NHS England Area Teams or the Clinical Commissioning Group, whenever a new practice is opened or if a change of details is required.\',u\'name\': u\'ADDRESS_2\', u\'type\': u\'string\', u\'format\': u\'default\'},{u\'title\': u\'Address Field 3\',u\'description\': u\'The Address used by a Practice. This data is supplied by Primary Care Support England (PSCE), NHS England Area Teams or the Clinical Commissioning Group, whenever a new practice is opened or if a change of details is required.\',u\'name\': u\'ADDRESS_3\', u\'type\': u\'string\', u\'format\': u\'default\'},{u\'title\': u\'Address Field 4\',u\'description\': u\'The Address used by a Practice. This data is supplied by Primary Care Support England (PSCE), NHS England Area Teams or the Clinical Commissioning Group, whenever a new practice is opened or if a change of details is required.\',u\'name\': u\'ADDRESS_4\', u\'type\': u\'string\', u\'format\': u\'default\'},{u\'title\': u\'Post Code\',u\'description\': u\'The Address used by a Practice. This data is supplied by Primary Care Support England (PSCE), NHS England Area Teams or the Clinical Commissioning Group, whenever a new practice is opened or if a change of details is required.\',u\'name\': u\'POSTCODE\', u\'type\': u\'string\', u\'format\': u\'default\'},{u\'title\': u\'British National Formulary (BNF) Chemical Substance Code\',u\'description\': u\'A unique code used to refer to a BNF Chemical Substance.For example, 0501013B0\',u\'name\': u\'BNF_CHEMICAL_SUBSTANCE\', u\'type\': u\'string\', u\'format\': u\'default\'},{u\'title\': u\'British National Formulary (BNF) Chemical Substance Description\',u\'description\': u\'The name of the main active ingredient in a drug or the type of an appliance. Determined by the British National Formulatory (BNF) for drugs, or the NHS BSA for appliances. For example, Amoxicillin\',u\'name\': u\'CHEMICAL_SUBSTANCE_BNF_DESCR\', u\'type\': u\'string\', u\'format\': u\'default\'},{u\'title\': u\'British National Formulary (BNF) Code\',u\'description\': u\'The unique code used to refer to a BNF Presentation. For example, 0501013B0AAABAB\',u\'name\': u\'BNF_CODE\', u\'type\': u\'string\', u\'format\': u\'default\'},{u\'title\': u\'British National Formulary (BNF) Description\',u\'description\': u\'The name given to the specific type, strength, and formulation of a drug; or, the specific type of an appliance. For example, Amoxicillin 500mg capsules\',u\'name\': u\'BNF_DESCRIPTION\', u\'type\': u\'string\', u\'format\': u\'default\'},{u\'title\': u\'British National Formulary (BNF) Description\',u\'description\': u\'The name given to a British National Formulatory (BNF) Chapter that includes the prescribed product. Includes the numerical code used to refer to the chapter.For example, 05: Infections\',u\'name\': u\'BNF_CHAPTER_PLUS_CODE\', u\'type\': u\'string\', u\'format\': u\'default\'},{u\'title\': u\'Quantity\',u\'description\': u\'The quantity of a medicine, dressing or appliance for which an individual item was prescribed and dispensed, for each BNF Presentation. This represents a pseudo pack size, to illustrate the typical range of prescribed quantities of a given presentation. For example, a quantity of 28 for Amoxicillin 500mg capsules means that the pack size dispensed was 28 capsules.\',u\'name\': u\'QUANTITY\', u\'type\': u\'number\', u\'format\': u\'default\'},{u\'title\': u\'Items\',u\'description\': u\'The number of times a product appears on a prescription form. Prescription forms include both paper prescriptions and electronic messages.\',u\'name\': u\'ITEMS\', u\'type\': u\'number\', u\'format\': u\'default\'},{u\'title\': u\'Total Quantity\',u\'description\': u\'The total quantity of a drug or appliance that was prescribed.This is calculated by multiplying Quantity by Items. For example, if 2 items of Amoxicillin 500mg capsules with a quantity of 28 were prescribed, total quantity will be 56.\',u\'name\': u\'TOTAL_QUANTITY\', u\'type\': u\'number\', u\'format\': u\'default\'},{u\'title\': u\'Average Daily Quantity (ADQ)\',u\'description\': u\'Average Daily Quantity (ADQ) is the typical daily dose of a medication, prescribed to adult patients by GP Practices.This field shows the quantity prescribed multiplied by the strength, which is then divided by the Average Daily Quantity value.\',u\'name\': u\'ADQUSAGE\', u\'type\': u\'number\', u\'format\': u\'default\'},{u\'title\': u\'Net Ingredient Cost (NIC)\',u\'description\': u\'In GBP. The amount that would be paid using the basic price of the prescribed drug or appliance and the quantity prescribed.Sometimes called the "Net Ingredient Cost" (NIC).The basic price is given either in the Drug Tariff or is determined from prices published by manufacturers, wholesalers or suppliers. Basic price is set out in Parts 8 and 9 of the Drug Tariff. For any drugs or appliances not in Part 8, the price is usually taken from the manufacturer, wholesaler or supplier of the product.\',u\'name\': u\'NIC\', u\'type\': u\'number\', u\'format\': u\'default\'},{u\'title\': u\'Actual Cost\',u\'description\': u\'In GBP. The basic cost after adjustment for the national average discount and some payments to the dispenser.See notes for details of the calculation. The calculation is:Net Ingredient Cost - National Average Discount Percentage + (payment for consumables + out of pocket expenses + payment for containers)\',u\'name\': u\'ACTUAL_COST\', u\'type\': u\'number\', u\'format\': u\'default\'},{u\'title\': u\'Unidentified\',u\'description\': u\'This field shows data from prescription forms that could not be allocated to a Practice. Please see the guidance notes for a more detailed explanation of this field, and its uses.\',u\'name\': u\'UNIDENTIFIED\', u\'type\': u\'string\', u\'format\': u\'default\'},{u\'title\': u\'Presentation SNOMED code\',u\'description\': u\'A SNOMED CT (Systemised Nomenclature of Medicine Clinical Terms) is a clinical vocabulary readable by computers. The SNOMED code contained within the data is a unique identifier for each Medicinal Product (both VMP and AMP level). The identifier will not be re-used and or allocated to another presentation.\',u\'name\': u\'SNOMED_CODE\', u\'type\': u\'number\', u\'format\': u\'default\'}], u\'missingValues\': [u\'\']}', 'bq_table_name': 'EPD_SNOMED_202202', 'hash': '3609afe776e34068cd969c4bc510c6308b1dca1272614823586daf78eb666630', 'description': '', 'format': 'CSV', 'mimetype_inner': None, 'url_type': 'upload', 'mimetype': 'text/csv', 'cache_url': None, 'name': 'EPD_SNOMED_202202', 'created': '2022-04-22T09:55:23.425284', 'url': 'https://opendata.nhsbsa.net/dataset/906115a6-4155-44be-8b81-f8e83cebfb84/resource/da65311d-06c0-4fac-af7b-43ee39ef2ba5/download/epd_snomed_202202.csv', 'last_modified': '2022-04-22T09:55:23.255340', 'position': 15, 'revision_id': 'aed266fd-d148-4149-ac32-1063af92a5e4', 'resource_type': None}, {'cache_last_updated': None, 'package_id': '906115a6-4155-44be-8b81-f8e83cebfb84', 'datastore_active': 'true', 'id': '48477a05-3ddb-42bd-bce7-d27e003360dd', 'size': 6816627421, 'title': 'English Prescribing Dataset (EPD) with SNOMED code - Mar 2022', 'restricted': '{level: public}', 'encoding': 'utf8', 'state': 'active', 'sha256': '3b55b5befd6a4e8e2417d7a4ba3c0dcf78e38d034f66922740805165bd11f9d4', 'zip_url': 'https://83025b28472d6aa2bf5ae59f3724aa78.eu.r2.cloudflarestorage.com/dx-nhs-production/DATOPIAN_DATA/EPD_SNOMED_202203.ZIP?response-content-disposition=filename%3DEPD_SNOMED_202203.ZIP&X-Amz-Algorithm=AWS4-HMAC-SHA256&X-Amz-Expires=3600&X-Amz-Credential=d1d532dd4244a61845b7ea3d94bcd4d9%2F20240528%2Fus-east-1%2Fs3%2Faws4_request&X-Amz-SignedHeaders=host&X-Amz-Date=20240528T140250Z&X-Amz-Signature=3fee185aff4535169ef8459461e435a1b79f0db25c27176d68fd474f6a05d9c3', 'lfs_prefix': 'experimental-data-sets/english-prescribing-dataset-epd-with-snomed-code', 'schema': '{u\'fields\': [{u\'title\': u\'Year and Month as YYYYMM\',u\'description\': u\'Example: 201401\',u\'name\': u\'YEAR_MONTH\', u\'type\': u\'number\', u\'format\': u\'default\'},{u\'title\': u\'Regional Office Name\',u\'description\': u\'The name given to a geographical region by NHS England. Each region supports local systems to provide more joined up and care for patients.\',u\'name\': u\'REGIONAL_OFFICE_NAME\', u\'type\': u\'string\', u\'format\': u\'default\'},{u\'title\': u\'Regional Office Code\',u\'description\': u\'The unique code used to refer to a Regional Office.\',u\'name\': u\'REGIONAL_OFFICE_CODE\', u\'type\': u\'string\', u\'format\': u\'default\'},{u\'title\': u\'STP Name\',u\'description\': u\'The name given to a geographical area by NHS England that is a smaller division of a Region. STP stands for Sustainability and Transformation Partnership\',u\'name\': u\'STP_NAME\', u\'type\': u\'string\', u\'format\': u\'default\'},{u\'title\': u\'STP Code\',u\'description\': u\'The unique code used to refer to an STP. STP stands for Sustainability and Transformation Partnership.\',u\'name\': u\'STP_CODE\', u\'type\': u\'string\', u\'format\': u\'default\'},{u\'title\': u\'Primary Care Organisation Name\',u\'description\': u\'An NHS organisation that commissions or provides care services involving prescriptions that are dispensed in the community. For example: a Clinical Commissioning Group (CCG), an NHS Trust.\',u\'name\': u\'PCO_NAME\', u\'type\': u\'string\', u\'format\': u\'default\'},{u\'title\': u\'Primary Care Organisation Code\',u\'description\': u\'The unique code used to refer to a Primary Care Organisation.\',u\'name\': u\'PCO_CODE\', u\'type\': u\'string\', u\'format\': u\'default\'},{u\'title\': u\'Practice Name\',u\'description\': u\'The name of an organisation that employs one or more prescribers who issue prescriptions that may be dispensed in the community. For example:a GP Practice, an Out-of-Hours service, a hospital department within an NHS Trust.\',u\'name\': u\'PRACTICE_NAME\', u\'type\': u\'string\', u\'format\': u\'default\'},{u\'title\': u\'Practice Code\',u\'description\': u\'The unique code used to refer to a Practice.\',u\'name\': u\'PRACTICE_CODE\', u\'type\': u\'string\', u\'format\': u\'default\'},{u\'title\': u\'Address Field 1\',u\'description\': u\'The Address used by a Practice. This data is supplied by Primary Care Support England (PSCE), NHS England Area Teams or the Clinical Commissioning Group, whenever a new practice is opened or if a change of details is required.\',u\'name\': u\'ADDRESS_1\', u\'type\': u\'string\', u\'format\': u\'default\'},{u\'title\': u\'Address Field 2\',u\'description\': u\'The Address used by a Practice. This data is supplied by Primary Care Support England (PSCE), NHS England Area Teams or the Clinical Commissioning Group, whenever a new practice is opened or if a change of details is required.\',u\'name\': u\'ADDRESS_2\', u\'type\': u\'string\', u\'format\': u\'default\'},{u\'title\': u\'Address Field 3\',u\'description\': u\'The Address used by a Practice. This data is supplied by Primary Care Support England (PSCE), NHS England Area Teams or the Clinical Commissioning Group, whenever a new practice is opened or if a change of details is required.\',u\'name\': u\'ADDRESS_3\', u\'type\': u\'string\', u\'format\': u\'default\'},{u\'title\': u\'Address Field 4\',u\'description\': u\'The Address used by a Practice. This data is supplied by Primary Care Support England (PSCE), NHS England Area Teams or the Clinical Commissioning Group, whenever a new practice is opened or if a change of details is required.\',u\'name\': u\'ADDRESS_4\', u\'type\': u\'string\', u\'format\': u\'default\'},{u\'title\': u\'Post Code\',u\'description\': u\'The Address used by a Practice. This data is supplied by Primary Care Support England (PSCE), NHS England Area Teams or the Clinical Commissioning Group, whenever a new practice is opened or if a change of details is required.\',u\'name\': u\'POSTCODE\', u\'type\': u\'string\', u\'format\': u\'default\'},{u\'title\': u\'British National Formulary (BNF) Chemical Substance Code\',u\'description\': u\'A unique code used to refer to a BNF Chemical Substance.For example, 0501013B0\',u\'name\': u\'BNF_CHEMICAL_SUBSTANCE\', u\'type\': u\'string\', u\'format\': u\'default\'},{u\'title\': u\'British National Formulary (BNF) Chemical Substance Description\',u\'description\': u\'The name of the main active ingredient in a drug or the type of an appliance. Determined by the British National Formulatory (BNF) for drugs, or the NHS BSA for appliances. For example, Amoxicillin\',u\'name\': u\'CHEMICAL_SUBSTANCE_BNF_DESCR\', u\'type\': u\'string\', u\'format\': u\'default\'},{u\'title\': u\'British National Formulary (BNF) Code\',u\'description\': u\'The unique code used to refer to a BNF Presentation. For example, 0501013B0AAABAB\',u\'name\': u\'BNF_CODE\', u\'type\': u\'string\', u\'format\': u\'default\'},{u\'title\': u\'British National Formulary (BNF) Description\',u\'description\': u\'The name given to the specific type, strength, and formulation of a drug; or, the specific type of an appliance. For example, Amoxicillin 500mg capsules\',u\'name\': u\'BNF_DESCRIPTION\', u\'type\': u\'string\', u\'format\': u\'default\'},{u\'title\': u\'British National Formulary (BNF) Description\',u\'description\': u\'The name given to a British National Formulatory (BNF) Chapter that includes the prescribed product. Includes the numerical code used to refer to the chapter.For example, 05: Infections\',u\'name\': u\'BNF_CHAPTER_PLUS_CODE\', u\'type\': u\'string\', u\'format\': u\'default\'},{u\'title\': u\'Quantity\',u\'description\': u\'The quantity of a medicine, dressing or appliance for which an individual item was prescribed and dispensed, for each BNF Presentation. This represents a pseudo pack size, to illustrate the typical range of prescribed quantities of a given presentation. For example, a quantity of 28 for Amoxicillin 500mg capsules means that the pack size dispensed was 28 capsules.\',u\'name\': u\'QUANTITY\', u\'type\': u\'number\', u\'format\': u\'default\'},{u\'title\': u\'Items\',u\'description\': u\'The number of times a product appears on a prescription form. Prescription forms include both paper prescriptions and electronic messages.\',u\'name\': u\'ITEMS\', u\'type\': u\'number\', u\'format\': u\'default\'},{u\'title\': u\'Total Quantity\',u\'description\': u\'The total quantity of a drug or appliance that was prescribed.This is calculated by multiplying Quantity by Items. For example, if 2 items of Amoxicillin 500mg capsules with a quantity of 28 were prescribed, total quantity will be 56.\',u\'name\': u\'TOTAL_QUANTITY\', u\'type\': u\'number\', u\'format\': u\'default\'},{u\'title\': u\'Average Daily Quantity (ADQ)\',u\'description\': u\'Average Daily Quantity (ADQ) is the typical daily dose of a medication, prescribed to adult patients by GP Practices.This field shows the quantity prescribed multiplied by the strength, which is then divided by the Average Daily Quantity value.\',u\'name\': u\'ADQUSAGE\', u\'type\': u\'number\', u\'format\': u\'default\'},{u\'title\': u\'Net Ingredient Cost (NIC)\',u\'description\': u\'In GBP. The amount that would be paid using the basic price of the prescribed drug or appliance and the quantity prescribed.Sometimes called the "Net Ingredient Cost" (NIC).The basic price is given either in the Drug Tariff or is determined from prices published by manufacturers, wholesalers or suppliers. Basic price is set out in Parts 8 and 9 of the Drug Tariff. For any drugs or appliances not in Part 8, the price is usually taken from the manufacturer, wholesaler or supplier of the product.\',u\'name\': u\'NIC\', u\'type\': u\'number\', u\'format\': u\'default\'},{u\'title\': u\'Actual Cost\',u\'description\': u\'In GBP. The basic cost after adjustment for the national average discount and some payments to the dispenser.See notes for details of the calculation. The calculation is:Net Ingredient Cost - National Average Discount Percentage + (payment for consumables + out of pocket expenses + payment for containers)\',u\'name\': u\'ACTUAL_COST\', u\'type\': u\'number\', u\'format\': u\'default\'},{u\'title\': u\'Unidentified\',u\'description\': u\'This field shows data from prescription forms that could not be allocated to a Practice. Please see the guidance notes for a more detailed explanation of this field, and its uses.\',u\'name\': u\'UNIDENTIFIED\', u\'type\': u\'string\', u\'format\': u\'default\'},{u\'title\': u\'Presentation SNOMED code\',u\'description\': u\'A SNOMED CT (Systemised Nomenclature of Medicine Clinical Terms) is a clinical vocabulary readable by computers. The SNOMED code contained within the data is a unique identifier for each Medicinal Product (both VMP and AMP level). The identifier will not be re-used and or allocated to another presentation.\',u\'name\': u\'SNOMED_CODE\', u\'type\': u\'number\', u\'format\': u\'default\'}], u\'missingValues\': [u\'\']}', 'bq_table_name': 'EPD_SNOMED_202203', 'hash': '3b55b5befd6a4e8e2417d7a4ba3c0dcf78e38d034f66922740805165bd11f9d4', 'description': '', 'format': 'CSV', 'mimetype_inner': None, 'url_type': 'upload', 'mimetype': 'text/csv', 'cache_url': None, 'name': 'EPD_SNOMED_202203', 'created': '2022-05-16T10:15:27.027907', 'url': 'https://opendata.nhsbsa.net/dataset/906115a6-4155-44be-8b81-f8e83cebfb84/resource/48477a05-3ddb-42bd-bce7-d27e003360dd/download/epd_snomed_202203.csv', 'last_modified': '2022-05-16T10:15:25.586809', 'position': 16, 'revision_id': 'aed266fd-d148-4149-ac32-1063af92a5e4', 'resource_type': None}, {'cache_last_updated': None, 'package_id': '906115a6-4155-44be-8b81-f8e83cebfb84', 'datastore_active': 'true', 'id': '38f804d9-1953-40ec-b038-daf336666620', 'size': 6581043084, 'title': 'English Prescribing Dataset (EPD) with SNOMED code - Apr 2022', 'restricted': '{level: public}', 'encoding': 'utf8', 'state': 'active', 'sha256': '68d0951598dd8445ea795db49273f516ae3355cfa944d33f9f9c7b1bfa1e90f7', 'zip_url': 'https://83025b28472d6aa2bf5ae59f3724aa78.eu.r2.cloudflarestorage.com/dx-nhs-production/DATOPIAN_DATA/EPD_SNOMED_202204.ZIP?response-content-disposition=filename%3DEPD_SNOMED_202204.ZIP&X-Amz-Algorithm=AWS4-HMAC-SHA256&X-Amz-Expires=3600&X-Amz-Credential=d1d532dd4244a61845b7ea3d94bcd4d9%2F20240528%2Fus-east-1%2Fs3%2Faws4_request&X-Amz-SignedHeaders=host&X-Amz-Date=20240528T140250Z&X-Amz-Signature=60b7bf30bc9f48e57d4d6fd99d0aacf74acdddd16760943fceeaa77c447cf792', 'lfs_prefix': 'experimental-data-sets/english-prescribing-dataset-epd-with-snomed-code', 'schema': '{u\'fields\': [{u\'title\': u\'Year and Month as YYYYMM\',u\'description\': u\'Example: 201401\',u\'name\': u\'YEAR_MONTH\', u\'type\': u\'number\', u\'format\': u\'default\'},{u\'title\': u\'Regional Office Name\',u\'description\': u\'The name given to a geographical region by NHS England. Each region supports local systems to provide more joined up and care for patients.\',u\'name\': u\'REGIONAL_OFFICE_NAME\', u\'type\': u\'string\', u\'format\': u\'default\'},{u\'title\': u\'Regional Office Code\',u\'description\': u\'The unique code used to refer to a Regional Office.\',u\'name\': u\'REGIONAL_OFFICE_CODE\', u\'type\': u\'string\', u\'format\': u\'default\'},{u\'title\': u\'STP Name\',u\'description\': u\'The name given to a geographical area by NHS England that is a smaller division of a Region. STP stands for Sustainability and Transformation Partnership\',u\'name\': u\'STP_NAME\', u\'type\': u\'string\', u\'format\': u\'default\'},{u\'title\': u\'STP Code\',u\'description\': u\'The unique code used to refer to an STP. STP stands for Sustainability and Transformation Partnership.\',u\'name\': u\'STP_CODE\', u\'type\': u\'string\', u\'format\': u\'default\'},{u\'title\': u\'Primary Care Organisation Name\',u\'description\': u\'An NHS organisation that commissions or provides care services involving prescriptions that are dispensed in the community. For example: a Clinical Commissioning Group (CCG), an NHS Trust.\',u\'name\': u\'PCO_NAME\', u\'type\': u\'string\', u\'format\': u\'default\'},{u\'title\': u\'Primary Care Organisation Code\',u\'description\': u\'The unique code used to refer to a Primary Care Organisation.\',u\'name\': u\'PCO_CODE\', u\'type\': u\'string\', u\'format\': u\'default\'},{u\'title\': u\'Practice Name\',u\'description\': u\'The name of an organisation that employs one or more prescribers who issue prescriptions that may be dispensed in the community. For example:a GP Practice, an Out-of-Hours service, a hospital department within an NHS Trust.\',u\'name\': u\'PRACTICE_NAME\', u\'type\': u\'string\', u\'format\': u\'default\'},{u\'title\': u\'Practice Code\',u\'description\': u\'The unique code used to refer to a Practice.\',u\'name\': u\'PRACTICE_CODE\', u\'type\': u\'string\', u\'format\': u\'default\'},{u\'title\': u\'Address Field 1\',u\'description\': u\'The Address used by a Practice. This data is supplied by Primary Care Support England (PSCE), NHS England Area Teams or the Clinical Commissioning Group, whenever a new practice is opened or if a change of details is required.\',u\'name\': u\'ADDRESS_1\', u\'type\': u\'string\', u\'format\': u\'default\'},{u\'title\': u\'Address Field 2\',u\'description\': u\'The Address used by a Practice. This data is supplied by Primary Care Support England (PSCE), NHS England Area Teams or the Clinical Commissioning Group, whenever a new practice is opened or if a change of details is required.\',u\'name\': u\'ADDRESS_2\', u\'type\': u\'string\', u\'format\': u\'default\'},{u\'title\': u\'Address Field 3\',u\'description\': u\'The Address used by a Practice. This data is supplied by Primary Care Support England (PSCE), NHS England Area Teams or the Clinical Commissioning Group, whenever a new practice is opened or if a change of details is required.\',u\'name\': u\'ADDRESS_3\', u\'type\': u\'string\', u\'format\': u\'default\'},{u\'title\': u\'Address Field 4\',u\'description\': u\'The Address used by a Practice. This data is supplied by Primary Care Support England (PSCE), NHS England Area Teams or the Clinical Commissioning Group, whenever a new practice is opened or if a change of details is required.\',u\'name\': u\'ADDRESS_4\', u\'type\': u\'string\', u\'format\': u\'default\'},{u\'title\': u\'Post Code\',u\'description\': u\'The Address used by a Practice. This data is supplied by Primary Care Support England (PSCE), NHS England Area Teams or the Clinical Commissioning Group, whenever a new practice is opened or if a change of details is required.\',u\'name\': u\'POSTCODE\', u\'type\': u\'string\', u\'format\': u\'default\'},{u\'title\': u\'British National Formulary (BNF) Chemical Substance Code\',u\'description\': u\'A unique code used to refer to a BNF Chemical Substance.For example, 0501013B0\',u\'name\': u\'BNF_CHEMICAL_SUBSTANCE\', u\'type\': u\'string\', u\'format\': u\'default\'},{u\'title\': u\'British National Formulary (BNF) Chemical Substance Description\',u\'description\': u\'The name of the main active ingredient in a drug or the type of an appliance. Determined by the British National Formulatory (BNF) for drugs, or the NHS BSA for appliances. For example, Amoxicillin\',u\'name\': u\'CHEMICAL_SUBSTANCE_BNF_DESCR\', u\'type\': u\'string\', u\'format\': u\'default\'},{u\'title\': u\'British National Formulary (BNF) Code\',u\'description\': u\'The unique code used to refer to a BNF Presentation. For example, 0501013B0AAABAB\',u\'name\': u\'BNF_CODE\', u\'type\': u\'string\', u\'format\': u\'default\'},{u\'title\': u\'British National Formulary (BNF) Description\',u\'description\': u\'The name given to the specific type, strength, and formulation of a drug; or, the specific type of an appliance. For example, Amoxicillin 500mg capsules\',u\'name\': u\'BNF_DESCRIPTION\', u\'type\': u\'string\', u\'format\': u\'default\'},{u\'title\': u\'British National Formulary (BNF) Description\',u\'description\': u\'The name given to a British National Formulatory (BNF) Chapter that includes the prescribed product. Includes the numerical code used to refer to the chapter.For example, 05: Infections\',u\'name\': u\'BNF_CHAPTER_PLUS_CODE\', u\'type\': u\'string\', u\'format\': u\'default\'},{u\'title\': u\'Quantity\',u\'description\': u\'The quantity of a medicine, dressing or appliance for which an individual item was prescribed and dispensed, for each BNF Presentation. This represents a pseudo pack size, to illustrate the typical range of prescribed quantities of a given presentation. For example, a quantity of 28 for Amoxicillin 500mg capsules means that the pack size dispensed was 28 capsules.\',u\'name\': u\'QUANTITY\', u\'type\': u\'number\', u\'format\': u\'default\'},{u\'title\': u\'Items\',u\'description\': u\'The number of times a product appears on a prescription form. Prescription forms include both paper prescriptions and electronic messages.\',u\'name\': u\'ITEMS\', u\'type\': u\'number\', u\'format\': u\'default\'},{u\'title\': u\'Total Quantity\',u\'description\': u\'The total quantity of a drug or appliance that was prescribed.This is calculated by multiplying Quantity by Items. For example, if 2 items of Amoxicillin 500mg capsules with a quantity of 28 were prescribed, total quantity will be 56.\',u\'name\': u\'TOTAL_QUANTITY\', u\'type\': u\'number\', u\'format\': u\'default\'},{u\'title\': u\'Average Daily Quantity (ADQ)\',u\'description\': u\'Average Daily Quantity (ADQ) is the typical daily dose of a medication, prescribed to adult patients by GP Practices.This field shows the quantity prescribed multiplied by the strength, which is then divided by the Average Daily Quantity value.\',u\'name\': u\'ADQUSAGE\', u\'type\': u\'number\', u\'format\': u\'default\'},{u\'title\': u\'Net Ingredient Cost (NIC)\',u\'description\': u\'In GBP. The amount that would be paid using the basic price of the prescribed drug or appliance and the quantity prescribed.Sometimes called the "Net Ingredient Cost" (NIC).The basic price is given either in the Drug Tariff or is determined from prices published by manufacturers, wholesalers or suppliers. Basic price is set out in Parts 8 and 9 of the Drug Tariff. For any drugs or appliances not in Part 8, the price is usually taken from the manufacturer, wholesaler or supplier of the product.\',u\'name\': u\'NIC\', u\'type\': u\'number\', u\'format\': u\'default\'},{u\'title\': u\'Actual Cost\',u\'description\': u\'In GBP. The basic cost after adjustment for the national average discount and some payments to the dispenser.See notes for details of the calculation. The calculation is:Net Ingredient Cost - National Average Discount Percentage + (payment for consumables + out of pocket expenses + payment for containers)\',u\'name\': u\'ACTUAL_COST\', u\'type\': u\'number\', u\'format\': u\'default\'},{u\'title\': u\'Unidentified\',u\'description\': u\'This field shows data from prescription forms that could not be allocated to a Practice. Please see the guidance notes for a more detailed explanation of this field, and its uses.\',u\'name\': u\'UNIDENTIFIED\', u\'type\': u\'string\', u\'format\': u\'default\'},{u\'title\': u\'Presentation SNOMED code\',u\'description\': u\'A SNOMED CT (Systemised Nomenclature of Medicine Clinical Terms) is a clinical vocabulary readable by computers. The SNOMED code contained within the data is a unique identifier for each Medicinal Product (both VMP and AMP level). The identifier will not be re-used and or allocated to another presentation.\',u\'name\': u\'SNOMED_CODE\', u\'type\': u\'number\', u\'format\': u\'default\'}], u\'missingValues\': [u\'\']}', 'bq_table_name': 'EPD_SNOMED_202204', 'hash': '68d0951598dd8445ea795db49273f516ae3355cfa944d33f9f9c7b1bfa1e90f7', 'description': '', 'format': 'CSV', 'mimetype_inner': None, 'url_type': 'upload', 'mimetype': 'text/csv', 'cache_url': None, 'name': 'EPD_SNOMED_202204', 'created': '2022-06-20T09:44:23.618956', 'url': 'https://opendata.nhsbsa.net/dataset/906115a6-4155-44be-8b81-f8e83cebfb84/resource/38f804d9-1953-40ec-b038-daf336666620/download/epd_snomed_202204.csv', 'last_modified': '2022-06-20T09:44:23.484913', 'position': 17, 'revision_id': 'aed266fd-d148-4149-ac32-1063af92a5e4', 'resource_type': None}, {'encoding': 'utf8', 'sample': '{}', 'package_id': '906115a6-4155-44be-8b81-f8e83cebfb84', 'datastore_active': 'true', 'id': '1b500501-dd5b-42f7-906a-e37ffe3e2900', 'size': 7136566442, 'title': 'English Prescribing Dataset (EPD) with SNOMED code - May 2022', 'restricted': '{level: public}', 'cache_last_updated': None, 'state': 'active', 'sha256': '3e7a8f38f2df0e131d5d79a48fa98f218821288052a0424e08df68dda7e49f98', 'zip_url': 'https://83025b28472d6aa2bf5ae59f3724aa78.eu.r2.cloudflarestorage.com/dx-nhs-production/DATOPIAN_DATA/EPD_SNOMED_202205.ZIP?response-content-disposition=filename%3DEPD_SNOMED_202205.ZIP&X-Amz-Algorithm=AWS4-HMAC-SHA256&X-Amz-Expires=3600&X-Amz-Credential=d1d532dd4244a61845b7ea3d94bcd4d9%2F20240528%2Fus-east-1%2Fs3%2Faws4_request&X-Amz-SignedHeaders=host&X-Amz-Date=20240528T140250Z&X-Amz-Signature=8631cee3c605de5105fd4e7decb9efe5195932b2bbe5e127602041ef3f1376b3', 'lfs_prefix': 'experimental-data-sets/english-prescribing-dataset-epd-with-snomed-code', 'schema': '{u\'fields\': [{u\'title\': u\'Year and Month as YYYYMM\', u\'type\': u\'number\', u\'description\': u\'Example: 201401\', u\'name\': u\'YEAR_MONTH\', u\'format\': u\'default\'}, {u\'title\': u\'Regional Office Name\', u\'type\': u\'string\', u\'description\': u\'The name given to a geographical region by NHS England. Each region supports local systems to provide more joined up and care for patients.\', u\'name\': u\'REGIONAL_OFFICE_NAME\', u\'format\': u\'default\'}, {u\'title\': u\'Regional Office Code\', u\'type\': u\'string\', u\'description\': u\'The unique code used to refer to a Regional Office.\', u\'name\': u\'REGIONAL_OFFICE_CODE\', u\'format\': u\'default\'}, {u\'title\': u\'Integrated Care Board (ICB) Name\', u\'type\': u\'string\', u\'description\': u\'The name given to a geographical statutory organisation by NHS England that is a smaller division of a Region.\', u\'name\': u\'ICB_NAME\', u\'format\': u\'default\'}, {u\'title\': u\'Integrated Care Board (ICB) Code\', u\'type\': u\'string\', u\'description\': u\'The unique code used to refer to an ICB.\', u\'name\': u\'ICB_CODE\', u\'format\': u\'default\'}, {u\'title\': u\'Primary Care Organisation Name\', u\'type\': u\'string\', u\'description\': u\'An NHS organisation that commissions or provides care services involving prescriptions that are dispensed in the community. For example: a Sub Integrated Care Board Location (SICBL), an NHS Trust.\', u\'name\': u\'PCO_NAME\', u\'format\': u\'default\'}, {u\'title\': u\'Primary Care Organisation Code\', u\'type\': u\'string\', u\'description\': u\'The unique code used to refer to a Primary Care Organisation.\', u\'name\': u\'PCO_CODE\', u\'format\': u\'default\'}, {u\'title\': u\'Practice Name\', u\'type\': u\'string\', u\'description\': u\'The name of an organisation that employs one or more prescribers who issue prescriptions that may be dispensed in the community. For example:a GP Practice, an Out-of-Hours service, a hospital department within an NHS Trust.\', u\'name\': u\'PRACTICE_NAME\', u\'format\': u\'default\'}, {u\'title\': u\'Practice Code\', u\'type\': u\'string\', u\'description\': u\'The unique code used to refer to a Practice.\', u\'name\': u\'PRACTICE_CODE\', u\'format\': u\'default\'}, {u\'title\': u\'Address Field 1\', u\'type\': u\'string\', u\'description\': u\'The Address used by a Practice. This data is supplied by Primary Care Support England (PSCE), NHS England ICBs or the SICBL, whenever a new practice is opened or if a change of details is required.\', u\'name\': u\'ADDRESS_1\', u\'format\': u\'default\'}, {u\'title\': u\'Address Field 2\', u\'type\': u\'string\', u\'description\': u\'The Address used by a Practice. This data is supplied by Primary Care Support England (PSCE), NHS England ICBs or the SICBL, whenever a new practice is opened or if a change of details is required.\', u\'name\': u\'ADDRESS_2\', u\'format\': u\'default\'}, {u\'title\': u\'Address Field 3\', u\'type\': u\'string\', u\'description\': u\'The Address used by a Practice. This data is supplied by Primary Care Support England (PSCE), NHS England ICBs or the SICBL, whenever a new practice is opened or if a change of details is required.\', u\'name\': u\'ADDRESS_3\', u\'format\': u\'default\'}, {u\'title\': u\'Address Field 4\', u\'type\': u\'string\', u\'description\': u\'The Address used by a Practice. This data is supplied by Primary Care Support England (PSCE), NHS England ICBs or the SICBL, whenever a new practice is opened or if a change of details is required.\', u\'name\': u\'ADDRESS_4\', u\'format\': u\'default\'}, {u\'title\': u\'Post Code\', u\'type\': u\'string\', u\'description\': u\'The Address used by a Practice. This data is supplied by Primary Care Support England (PSCE), NHS England ICBs or the SICBL, whenever a new practice is opened or if a change of details is required.\', u\'name\': u\'POSTCODE\', u\'format\': u\'default\'}, {u\'title\': u\'British National Formulary (BNF) Chemical Substance Code\', u\'type\': u\'string\', u\'description\': u\'A unique code used to refer to a BNF Chemical Substance.For example, 0501013B0\', u\'name\': u\'BNF_CHEMICAL_SUBSTANCE\', u\'format\': u\'default\'}, {u\'title\': u\'British National Formulary (BNF) Chemical Substance Description\', u\'type\': u\'string\', u\'description\': u\'The name of the main active ingredient in a drug or the type of an appliance. Determined by the British National Formulatory (BNF) for drugs, or the NHS BSA for appliances. For example, Amoxicillin\', u\'name\': u\'CHEMICAL_SUBSTANCE_BNF_DESCR\', u\'format\': u\'default\'}, {u\'title\': u\'British National Formulary (BNF) Code\', u\'type\': u\'string\', u\'description\': u\'The unique code used to refer to a BNF Presentation. For example, 0501013B0AAABAB\', u\'name\': u\'BNF_CODE\', u\'format\': u\'default\'}, {u\'title\': u\'British National Formulary (BNF) Description\', u\'type\': u\'string\', u\'description\': u\'The name given to the specific type, strength, and formulation of a drug; or, the specific type of an appliance. For example, Amoxicillin 500mg capsules\', u\'name\': u\'BNF_DESCRIPTION\', u\'format\': u\'default\'}, {u\'title\': u\'British National Formulary (BNF) Description\', u\'type\': u\'string\', u\'description\': u\'The name given to a British National Formulatory (BNF) Chapter that includes the prescribed product. Includes the numerical code used to refer to the chapter.For example, 05: Infections\', u\'name\': u\'BNF_CHAPTER_PLUS_CODE\', u\'format\': u\'default\'}, {u\'title\': u\'Quantity\', u\'type\': u\'number\', u\'description\': u\'The quantity of a medicine, dressing or appliance for which an individual item was prescribed and dispensed, for each BNF Presentation. This represents a pseudo pack size, to illustrate the typical range of prescribed quantities of a given presentation. For example, a quantity of 28 for Amoxicillin 500mg capsules means that the pack size dispensed was 28 capsules.\', u\'name\': u\'QUANTITY\', u\'format\': u\'default\'}, {u\'title\': u\'Items\', u\'type\': u\'number\', u\'description\': u\'The number of times a product appears on a prescription form. Prescription forms include both paper prescriptions and electronic messages.\', u\'name\': u\'ITEMS\', u\'format\': u\'default\'}, {u\'title\': u\'Total Quantity\', u\'type\': u\'number\', u\'description\': u\'The total quantity of a drug or appliance that was prescribed.This is calculated by multiplying Quantity by Items. For example, if 2 items of Amoxicillin 500mg capsules with a quantity of 28 were prescribed, total quantity will be 56.\', u\'name\': u\'TOTAL_QUANTITY\', u\'format\': u\'default\'}, {u\'title\': u\'Average Daily Quantity (ADQ)\', u\'type\': u\'number\', u\'description\': u\'Average Daily Quantity (ADQ) is the typical daily dose of a medication, prescribed to adult patients by GP Practices.This field shows the quantity prescribed multiplied by the strength, which is then divided by the Average Daily Quantity value.\', u\'name\': u\'ADQUSAGE\', u\'format\': u\'default\'}, {u\'title\': u\'Net Ingredient Cost (NIC)\', u\'type\': u\'number\', u\'description\': u\'In GBP. The amount that would be paid using the basic price of the prescribed drug or appliance and the quantity prescribed.Sometimes called the "Net Ingredient Cost" (NIC).The basic price is given either in the Drug Tariff or is determined from prices published by manufacturers, wholesalers or suppliers. Basic price is set out in Parts 8 and 9 of the Drug Tariff. For any drugs or appliances not in Part 8, the price is usually taken from the manufacturer, wholesaler or supplier of the product.\', u\'name\': u\'NIC\', u\'format\': u\'default\'}, {u\'title\': u\'Actual Cost\', u\'type\': u\'number\', u\'description\': u\'In GBP. The basic cost after adjustment for the national average discount and some payments to the dispenser.See notes for details of the calculation. The calculation is:Net Ingredient Cost - National Average Discount Percentage + (payment for consumables + out of pocket expenses + payment for containers)\', u\'name\': u\'ACTUAL_COST\', u\'format\': u\'default\'}, {u\'title\': u\'Unidentified\', u\'type\': u\'string\', u\'description\': u\'This field shows data from prescription forms that could not be allocated to a Practice. Please see the guidance notes for a more detailed explanation of this field, and its uses.\', u\'name\': u\'UNIDENTIFIED\', u\'format\': u\'default\'}, {u\'title\': u\'Presentation SNOMED code\', u\'type\': u\'number\', u\'description\': u\'A SNOMED CT (Systemised Nomenclature of Medicine Clinical Terms) is a clinical vocabulary readable by computers. The SNOMED code contained within the data is a unique identifier for each Medicinal Product (both VMP and AMP level). The identifier will not be re-used and or allocated to another presentation.\', u\'name\': u\'SNOMED_CODE\', u\'format\': u\'default\'}], u\'missingValues\': [u\'\']}', 'bq_table_name': 'EPD_SNOMED_202205', 'hash': '3e7a8f38f2df0e131d5d79a48fa98f218821288052a0424e08df68dda7e49f98', 'description': '', 'format': 'CSV', 'mimetype_inner': None, 'url_type': 'upload', 'mimetype': 'text/csv', 'cache_url': None, 'name': 'EPD_SNOMED_202205', 'created': '2022-07-15T14:14:16.033045', 'url': 'https://opendata.nhsbsa.net/dataset/906115a6-4155-44be-8b81-f8e83cebfb84/resource/1b500501-dd5b-42f7-906a-e37ffe3e2900/download/epd_snomed_202205.csv', 'last_modified': '2022-07-15T14:14:15.943721', 'position': 18, 'revision_id': 'aed266fd-d148-4149-ac32-1063af92a5e4', 'resource_type': None}, {'cache_last_updated': None, 'package_id': '906115a6-4155-44be-8b81-f8e83cebfb84', 'datastore_active': 'true', 'id': '6e204297-9558-4f29-a9b0-faf40cd2479b', 'size': 7068457316, 'title': 'English Prescribing Dataset (EPD) with SNOMED code - Jun 2022', 'restricted': '{level: public}', 'encoding': 'utf8', 'state': 'active', 'sha256': '988256f47fbcb30ba40cca9fc9a76fa71f0fcd084899c661ce452c5f8ff73a6d', 'zip_url': 'https://83025b28472d6aa2bf5ae59f3724aa78.eu.r2.cloudflarestorage.com/dx-nhs-production/DATOPIAN_DATA/EPD_SNOMED_202206.ZIP?response-content-disposition=filename%3DEPD_SNOMED_202206.ZIP&X-Amz-Algorithm=AWS4-HMAC-SHA256&X-Amz-Expires=3600&X-Amz-Credential=d1d532dd4244a61845b7ea3d94bcd4d9%2F20240528%2Fus-east-1%2Fs3%2Faws4_request&X-Amz-SignedHeaders=host&X-Amz-Date=20240528T140250Z&X-Amz-Signature=96e15bc4fb26d7c51ee68e59ba09df3266f1ac032eefc3db3e3b35ac8fee9d21', 'lfs_prefix': 'experimental-data-sets/english-prescribing-dataset-epd-with-snomed-code', 'schema': '{u\'fields\': [{u\'title\': u\'Year and Month as YYYYMM\',u\'description\': u\'Example: 201401\',u\'name\': u\'YEAR_MONTH\', u\'type\': u\'number\', u\'format\': u\'default\'},{u\'title\': u\'Regional Office Name\',u\'description\': u\'The name given to a geographical region by NHS England. Each region supports local systems to provide more joined up and care for patients.\',u\'name\': u\'REGIONAL_OFFICE_NAME\', u\'type\': u\'string\', u\'format\': u\'default\'},{u\'title\': u\'Regional Office Code\',u\'description\': u\'The unique code used to refer to a Regional Office.\',u\'name\': u\'REGIONAL_OFFICE_CODE\', u\'type\': u\'string\', u\'format\': u\'default\'},{u\'title\': u\'Integrated Care Board (ICB) Name\',u\'description\': u\'The name given to a geographical statutory organisation by NHS England that is a smaller division of a Region.\',u\'name\': u\'ICB_NAME\', u\'type\': u\'string\', u\'format\': u\'default\'},{u\'title\': u\'Integrated Care Board (ICB) Code\',u\'description\': u\'The unique code used to refer to an ICB.\',u\'name\': u\'ICB_CODE\', u\'type\': u\'string\', u\'format\': u\'default\'},{u\'title\': u\'Primary Care Organisation Name\',u\'description\': u\'An NHS organisation that commissions or provides care services involving prescriptions that are dispensed in the community. For example: a Sub Integrated Care Board Location (SICBL), an NHS Trust.\',u\'name\': u\'PCO_NAME\', u\'type\': u\'string\', u\'format\': u\'default\'},{u\'title\': u\'Primary Care Organisation Code\',u\'description\': u\'The unique code used to refer to a Primary Care Organisation.\',u\'name\': u\'PCO_CODE\', u\'type\': u\'string\', u\'format\': u\'default\'},{u\'title\': u\'Practice Name\',u\'description\': u\'The name of an organisation that employs one or more prescribers who issue prescriptions that may be dispensed in the community. For example:a GP Practice, an Out-of-Hours service, a hospital department within an NHS Trust.\',u\'name\': u\'PRACTICE_NAME\', u\'type\': u\'string\', u\'format\': u\'default\'},{u\'title\': u\'Practice Code\',u\'description\': u\'The unique code used to refer to a Practice.\',u\'name\': u\'PRACTICE_CODE\', u\'type\': u\'string\', u\'format\': u\'default\'},{u\'title\': u\'Address Field 1\',u\'description\': u\'The Address used by a Practice. This data is supplied by Primary Care Support England (PSCE), NHS England ICBs or the SICBL, whenever a new practice is opened or if a change of details is required.\',u\'name\': u\'ADDRESS_1\', u\'type\': u\'string\', u\'format\': u\'default\'},{u\'title\': u\'Address Field 2\',u\'description\': u\'The Address used by a Practice. This data is supplied by Primary Care Support England (PSCE), NHS England ICBs or the SICBL, whenever a new practice is opened or if a change of details is required.\',u\'name\': u\'ADDRESS_2\', u\'type\': u\'string\', u\'format\': u\'default\'},{u\'title\': u\'Address Field 3\',u\'description\': u\'The Address used by a Practice. This data is supplied by Primary Care Support England (PSCE), NHS England ICBs or the SICBL, whenever a new practice is opened or if a change of details is required.\',u\'name\': u\'ADDRESS_3\', u\'type\': u\'string\', u\'format\': u\'default\'},{u\'title\': u\'Address Field 4\',u\'description\': u\'The Address used by a Practice. This data is supplied by Primary Care Support England (PSCE), NHS England ICBs or the SICBL, whenever a new practice is opened or if a change of details is required.\',u\'name\': u\'ADDRESS_4\', u\'type\': u\'string\', u\'format\': u\'default\'},{u\'title\': u\'Post Code\',u\'description\': u\'The Address used by a Practice. This data is supplied by Primary Care Support England (PSCE), NHS England ICBs or the SICBL, whenever a new practice is opened or if a change of details is required.\',u\'name\': u\'POSTCODE\', u\'type\': u\'string\', u\'format\': u\'default\'},{u\'title\': u\'British National Formulary (BNF) Chemical Substance Code\',u\'description\': u\'A unique code used to refer to a BNF Chemical Substance.For example, 0501013B0\',u\'name\': u\'BNF_CHEMICAL_SUBSTANCE\', u\'type\': u\'string\', u\'format\': u\'default\'},{u\'title\': u\'British National Formulary (BNF) Chemical Substance Description\',u\'description\': u\'The name of the main active ingredient in a drug or the type of an appliance. Determined by the British National Formulatory (BNF) for drugs, or the NHS BSA for appliances. For example, Amoxicillin\',u\'name\': u\'CHEMICAL_SUBSTANCE_BNF_DESCR\', u\'type\': u\'string\', u\'format\': u\'default\'},{u\'title\': u\'British National Formulary (BNF) Code\',u\'description\': u\'The unique code used to refer to a BNF Presentation. For example, 0501013B0AAABAB\',u\'name\': u\'BNF_CODE\', u\'type\': u\'string\', u\'format\': u\'default\'},{u\'title\': u\'British National Formulary (BNF) Description\',u\'description\': u\'The name given to the specific type, strength, and formulation of a drug; or, the specific type of an appliance. For example, Amoxicillin 500mg capsules\',u\'name\': u\'BNF_DESCRIPTION\', u\'type\': u\'string\', u\'format\': u\'default\'},{u\'title\': u\'British National Formulary (BNF) Description\',u\'description\': u\'The name given to a British National Formulatory (BNF) Chapter that includes the prescribed product. Includes the numerical code used to refer to the chapter.For example, 05: Infections\',u\'name\': u\'BNF_CHAPTER_PLUS_CODE\', u\'type\': u\'string\', u\'format\': u\'default\'},{u\'title\': u\'Quantity\',u\'description\': u\'The quantity of a medicine, dressing or appliance for which an individual item was prescribed and dispensed, for each BNF Presentation. This represents a pseudo pack size, to illustrate the typical range of prescribed quantities of a given presentation. For example, a quantity of 28 for Amoxicillin 500mg capsules means that the pack size dispensed was 28 capsules.\',u\'name\': u\'QUANTITY\', u\'type\': u\'number\', u\'format\': u\'default\'},{u\'title\': u\'Items\',u\'description\': u\'The number of times a product appears on a prescription form. Prescription forms include both paper prescriptions and electronic messages.\',u\'name\': u\'ITEMS\', u\'type\': u\'number\', u\'format\': u\'default\'},{u\'title\': u\'Total Quantity\',u\'description\': u\'The total quantity of a drug or appliance that was prescribed.This is calculated by multiplying Quantity by Items. For example, if 2 items of Amoxicillin 500mg capsules with a quantity of 28 were prescribed, total quantity will be 56.\',u\'name\': u\'TOTAL_QUANTITY\', u\'type\': u\'number\', u\'format\': u\'default\'},{u\'title\': u\'Average Daily Quantity (ADQ)\',u\'description\': u\'Average Daily Quantity (ADQ) is the typical daily dose of a medication, prescribed to adult patients by GP Practices.This field shows the quantity prescribed multiplied by the strength, which is then divided by the Average Daily Quantity value.\',u\'name\': u\'ADQUSAGE\', u\'type\': u\'number\', u\'format\': u\'default\'},{u\'title\': u\'Net Ingredient Cost (NIC)\',u\'description\': u\'In GBP. The amount that would be paid using the basic price of the prescribed drug or appliance and the quantity prescribed.Sometimes called the "Net Ingredient Cost" (NIC).The basic price is given either in the Drug Tariff or is determined from prices published by manufacturers, wholesalers or suppliers. Basic price is set out in Parts 8 and 9 of the Drug Tariff. For any drugs or appliances not in Part 8, the price is usually taken from the manufacturer, wholesaler or supplier of the product.\',u\'name\': u\'NIC\', u\'type\': u\'number\', u\'format\': u\'default\'},{u\'title\': u\'Actual Cost\',u\'description\': u\'In GBP. The basic cost after adjustment for the national average discount and some payments to the dispenser.See notes for details of the calculation. The calculation is:Net Ingredient Cost - National Average Discount Percentage + (payment for consumables + out of pocket expenses + payment for containers)\',u\'name\': u\'ACTUAL_COST\', u\'type\': u\'number\', u\'format\': u\'default\'},{u\'title\': u\'Unidentified\',u\'description\': u\'This field shows data from prescription forms that could not be allocated to a Practice. Please see the guidance notes for a more detailed explanation of this field, and its uses.\',u\'name\': u\'UNIDENTIFIED\', u\'type\': u\'string\', u\'format\': u\'default\'},{u\'title\': u\'Presentation SNOMED code\',u\'description\': u\'A SNOMED CT (Systemised Nomenclature of Medicine Clinical Terms) is a clinical vocabulary readable by computers. The SNOMED code contained within the data is a unique identifier for each Medicinal Product (both VMP and AMP level). The identifier will not be re-used and or allocated to another presentation.\',u\'name\': u\'SNOMED_CODE\', u\'type\': u\'number\', u\'format\': u\'default\'}], u\'missingValues\': [u\'\']}', 'bq_table_name': 'EPD_SNOMED_202206', 'hash': '988256f47fbcb30ba40cca9fc9a76fa71f0fcd084899c661ce452c5f8ff73a6d', 'description': '', 'format': 'CSV', 'mimetype_inner': None, 'url_type': 'upload', 'mimetype': 'text/csv', 'cache_url': None, 'name': 'EPD_SNOMED_202206', 'created': '2022-08-19T16:37:57.586131', 'url': 'https://opendata.nhsbsa.net/dataset/906115a6-4155-44be-8b81-f8e83cebfb84/resource/6e204297-9558-4f29-a9b0-faf40cd2479b/download/epd_snomed_202206.csv', 'last_modified': '2022-08-19T16:37:57.440662', 'position': 19, 'revision_id': 'aed266fd-d148-4149-ac32-1063af92a5e4', 'resource_type': None}, {'cache_last_updated': None, 'package_id': '906115a6-4155-44be-8b81-f8e83cebfb84', 'datastore_active': 'true', 'id': '0f744cfe-c905-4a7f-834c-679bdc9c1021', 'size': 7068895191, 'title': 'English Prescribing Dataset (EPD) with SNOMED code - Jul 2022', 'restricted': '{level: public}', 'encoding': 'utf8', 'state': 'active', 'sha256': '27a33a2e3cc397122b531c8ac39597c37f2870acd36ad1b760b06bae2ac7419b', 'zip_url': 'https://83025b28472d6aa2bf5ae59f3724aa78.eu.r2.cloudflarestorage.com/dx-nhs-production/DATOPIAN_DATA/EPD_SNOMED_202207.ZIP?response-content-disposition=filename%3DEPD_SNOMED_202207.ZIP&X-Amz-Algorithm=AWS4-HMAC-SHA256&X-Amz-Expires=3600&X-Amz-Credential=d1d532dd4244a61845b7ea3d94bcd4d9%2F20240528%2Fus-east-1%2Fs3%2Faws4_request&X-Amz-SignedHeaders=host&X-Amz-Date=20240528T140250Z&X-Amz-Signature=e4bed3b12e5ba33e1eab009257024c9366dce960bc57628e51b62fe042347ebd', 'lfs_prefix': 'experimental-data-sets/english-prescribing-dataset-epd-with-snomed-code', 'schema': '{u\'fields\': [{u\'title\': u\'Year and Month as YYYYMM\',u\'description\': u\'Example: 201401\',u\'name\': u\'YEAR_MONTH\', u\'type\': u\'number\', u\'format\': u\'default\'},{u\'title\': u\'Regional Office Name\',u\'description\': u\'The name given to a geographical region by NHS England. Each region supports local systems to provide more joined up and care for patients.\',u\'name\': u\'REGIONAL_OFFICE_NAME\', u\'type\': u\'string\', u\'format\': u\'default\'},{u\'title\': u\'Regional Office Code\',u\'description\': u\'The unique code used to refer to a Regional Office.\',u\'name\': u\'REGIONAL_OFFICE_CODE\', u\'type\': u\'string\', u\'format\': u\'default\'},{u\'title\': u\'Integrated Care Board (ICB) Name\',u\'description\': u\'The name given to a geographical statutory organisation by NHS England that is a smaller division of a Region.\',u\'name\': u\'ICB_NAME\', u\'type\': u\'string\', u\'format\': u\'default\'},{u\'title\': u\'Integrated Care Board (ICB) Code\',u\'description\': u\'The unique code used to refer to an ICB.\',u\'name\': u\'ICB_CODE\', u\'type\': u\'string\', u\'format\': u\'default\'},{u\'title\': u\'Primary Care Organisation Name\',u\'description\': u\'An NHS organisation that commissions or provides care services involving prescriptions that are dispensed in the community. For example: a Sub Integrated Care Board Location (SICBL), an NHS Trust.\',u\'name\': u\'PCO_NAME\', u\'type\': u\'string\', u\'format\': u\'default\'},{u\'title\': u\'Primary Care Organisation Code\',u\'description\': u\'The unique code used to refer to a Primary Care Organisation.\',u\'name\': u\'PCO_CODE\', u\'type\': u\'string\', u\'format\': u\'default\'},{u\'title\': u\'Practice Name\',u\'description\': u\'The name of an organisation that employs one or more prescribers who issue prescriptions that may be dispensed in the community. For example:a GP Practice, an Out-of-Hours service, a hospital department within an NHS Trust.\',u\'name\': u\'PRACTICE_NAME\', u\'type\': u\'string\', u\'format\': u\'default\'},{u\'title\': u\'Practice Code\',u\'description\': u\'The unique code used to refer to a Practice.\',u\'name\': u\'PRACTICE_CODE\', u\'type\': u\'string\', u\'format\': u\'default\'},{u\'title\': u\'Address Field 1\',u\'description\': u\'The Address used by a Practice. This data is supplied by Primary Care Support England (PSCE), NHS England ICBs or the SICBL, whenever a new practice is opened or if a change of details is required.\',u\'name\': u\'ADDRESS_1\', u\'type\': u\'string\', u\'format\': u\'default\'},{u\'title\': u\'Address Field 2\',u\'description\': u\'The Address used by a Practice. This data is supplied by Primary Care Support England (PSCE), NHS England ICBs or the SICBL, whenever a new practice is opened or if a change of details is required.\',u\'name\': u\'ADDRESS_2\', u\'type\': u\'string\', u\'format\': u\'default\'},{u\'title\': u\'Address Field 3\',u\'description\': u\'The Address used by a Practice. This data is supplied by Primary Care Support England (PSCE), NHS England ICBs or the SICBL, whenever a new practice is opened or if a change of details is required.\',u\'name\': u\'ADDRESS_3\', u\'type\': u\'string\', u\'format\': u\'default\'},{u\'title\': u\'Address Field 4\',u\'description\': u\'The Address used by a Practice. This data is supplied by Primary Care Support England (PSCE), NHS England ICBs or the SICBL, whenever a new practice is opened or if a change of details is required.\',u\'name\': u\'ADDRESS_4\', u\'type\': u\'string\', u\'format\': u\'default\'},{u\'title\': u\'Post Code\',u\'description\': u\'The Address used by a Practice. This data is supplied by Primary Care Support England (PSCE), NHS England ICBs or the SICBL, whenever a new practice is opened or if a change of details is required.\',u\'name\': u\'POSTCODE\', u\'type\': u\'string\', u\'format\': u\'default\'},{u\'title\': u\'British National Formulary (BNF) Chemical Substance Code\',u\'description\': u\'A unique code used to refer to a BNF Chemical Substance.For example, 0501013B0\',u\'name\': u\'BNF_CHEMICAL_SUBSTANCE\', u\'type\': u\'string\', u\'format\': u\'default\'},{u\'title\': u\'British National Formulary (BNF) Chemical Substance Description\',u\'description\': u\'The name of the main active ingredient in a drug or the type of an appliance. Determined by the British National Formulatory (BNF) for drugs, or the NHS BSA for appliances. For example, Amoxicillin\',u\'name\': u\'CHEMICAL_SUBSTANCE_BNF_DESCR\', u\'type\': u\'string\', u\'format\': u\'default\'},{u\'title\': u\'British National Formulary (BNF) Code\',u\'description\': u\'The unique code used to refer to a BNF Presentation. For example, 0501013B0AAABAB\',u\'name\': u\'BNF_CODE\', u\'type\': u\'string\', u\'format\': u\'default\'},{u\'title\': u\'British National Formulary (BNF) Description\',u\'description\': u\'The name given to the specific type, strength, and formulation of a drug; or, the specific type of an appliance. For example, Amoxicillin 500mg capsules\',u\'name\': u\'BNF_DESCRIPTION\', u\'type\': u\'string\', u\'format\': u\'default\'},{u\'title\': u\'British National Formulary (BNF) Description\',u\'description\': u\'The name given to a British National Formulatory (BNF) Chapter that includes the prescribed product. Includes the numerical code used to refer to the chapter.For example, 05: Infections\',u\'name\': u\'BNF_CHAPTER_PLUS_CODE\', u\'type\': u\'string\', u\'format\': u\'default\'},{u\'title\': u\'Quantity\',u\'description\': u\'The quantity of a medicine, dressing or appliance for which an individual item was prescribed and dispensed, for each BNF Presentation. This represents a pseudo pack size, to illustrate the typical range of prescribed quantities of a given presentation. For example, a quantity of 28 for Amoxicillin 500mg capsules means that the pack size dispensed was 28 capsules.\',u\'name\': u\'QUANTITY\', u\'type\': u\'number\', u\'format\': u\'default\'},{u\'title\': u\'Items\',u\'description\': u\'The number of times a product appears on a prescription form. Prescription forms include both paper prescriptions and electronic messages.\',u\'name\': u\'ITEMS\', u\'type\': u\'number\', u\'format\': u\'default\'},{u\'title\': u\'Total Quantity\',u\'description\': u\'The total quantity of a drug or appliance that was prescribed.This is calculated by multiplying Quantity by Items. For example, if 2 items of Amoxicillin 500mg capsules with a quantity of 28 were prescribed, total quantity will be 56.\',u\'name\': u\'TOTAL_QUANTITY\', u\'type\': u\'number\', u\'format\': u\'default\'},{u\'title\': u\'Average Daily Quantity (ADQ)\',u\'description\': u\'Average Daily Quantity (ADQ) is the typical daily dose of a medication, prescribed to adult patients by GP Practices.This field shows the quantity prescribed multiplied by the strength, which is then divided by the Average Daily Quantity value.\',u\'name\': u\'ADQUSAGE\', u\'type\': u\'number\', u\'format\': u\'default\'},{u\'title\': u\'Net Ingredient Cost (NIC)\',u\'description\': u\'In GBP. The amount that would be paid using the basic price of the prescribed drug or appliance and the quantity prescribed.Sometimes called the "Net Ingredient Cost" (NIC).The basic price is given either in the Drug Tariff or is determined from prices published by manufacturers, wholesalers or suppliers. Basic price is set out in Parts 8 and 9 of the Drug Tariff. For any drugs or appliances not in Part 8, the price is usually taken from the manufacturer, wholesaler or supplier of the product.\',u\'name\': u\'NIC\', u\'type\': u\'number\', u\'format\': u\'default\'},{u\'title\': u\'Actual Cost\',u\'description\': u\'In GBP. The basic cost after adjustment for the national average discount and some payments to the dispenser.See notes for details of the calculation. The calculation is:Net Ingredient Cost - National Average Discount Percentage + (payment for consumables + out of pocket expenses + payment for containers)\',u\'name\': u\'ACTUAL_COST\', u\'type\': u\'number\', u\'format\': u\'default\'},{u\'title\': u\'Unidentified\',u\'description\': u\'This field shows data from prescription forms that could not be allocated to a Practice. Please see the guidance notes for a more detailed explanation of this field, and its uses.\',u\'name\': u\'UNIDENTIFIED\', u\'type\': u\'string\', u\'format\': u\'default\'},{u\'title\': u\'Presentation SNOMED code\',u\'description\': u\'A SNOMED CT (Systemised Nomenclature of Medicine Clinical Terms) is a clinical vocabulary readable by computers. The SNOMED code contained within the data is a unique identifier for each Medicinal Product (both VMP and AMP level). The identifier will not be re-used and or allocated to another presentation.\',u\'name\': u\'SNOMED_CODE\', u\'type\': u\'number\', u\'format\': u\'default\'}], u\'missingValues\': [u\'\']}', 'bq_table_name': 'EPD_SNOMED_202207', 'hash': '27a33a2e3cc397122b531c8ac39597c37f2870acd36ad1b760b06bae2ac7419b', 'description': '', 'format': 'CSV', 'mimetype_inner': None, 'url_type': 'upload', 'mimetype': 'text/csv', 'cache_url': None, 'name': 'EPD_SNOMED_202207', 'created': '2022-09-20T15:53:52.070297', 'url': 'https://opendata.nhsbsa.net/dataset/906115a6-4155-44be-8b81-f8e83cebfb84/resource/0f744cfe-c905-4a7f-834c-679bdc9c1021/download/epd_snomed_202207.csv', 'last_modified': '2022-09-20T15:53:51.743893', 'position': 20, 'revision_id': 'aed266fd-d148-4149-ac32-1063af92a5e4', 'resource_type': None}, {'cache_last_updated': None, 'package_id': '906115a6-4155-44be-8b81-f8e83cebfb84', 'datastore_active': 'true', 'id': 'f72f8288-8945-4e37-9ab4-9e6611f9849b', 'size': 7076448673, 'title': 'English Prescribing Dataset (EPD) with SNOMED code - Aug 2022', 'restricted': '{level: public}', 'encoding': 'utf8', 'state': 'active', 'sha256': '79da00b5fe35b1879692166bf4a5c0867e4a11ea0e96e296306577786ed8d2d6', 'zip_url': 'https://83025b28472d6aa2bf5ae59f3724aa78.eu.r2.cloudflarestorage.com/dx-nhs-production/DATOPIAN_DATA/EPD_SNOMED_202208.ZIP?response-content-disposition=filename%3DEPD_SNOMED_202208.ZIP&X-Amz-Algorithm=AWS4-HMAC-SHA256&X-Amz-Expires=3600&X-Amz-Credential=d1d532dd4244a61845b7ea3d94bcd4d9%2F20240528%2Fus-east-1%2Fs3%2Faws4_request&X-Amz-SignedHeaders=host&X-Amz-Date=20240528T140250Z&X-Amz-Signature=61764a7f28d0fbbd72db920ec3e37315722bb90cef708bb583e9eb216774908a', 'lfs_prefix': 'experimental-data-sets/english-prescribing-dataset-epd-with-snomed-code', 'schema': '{u\'fields\': [{u\'title\': u\'Year and Month as YYYYMM\',u\'description\': u\'Example: 201401\',u\'name\': u\'YEAR_MONTH\', u\'type\': u\'number\', u\'format\': u\'default\'},{u\'title\': u\'Regional Office Name\',u\'description\': u\'The name given to a geographical region by NHS England. Each region supports local systems to provide more joined up and care for patients.\',u\'name\': u\'REGIONAL_OFFICE_NAME\', u\'type\': u\'string\', u\'format\': u\'default\'},{u\'title\': u\'Regional Office Code\',u\'description\': u\'The unique code used to refer to a Regional Office.\',u\'name\': u\'REGIONAL_OFFICE_CODE\', u\'type\': u\'string\', u\'format\': u\'default\'},{u\'title\': u\'Integrated Care Board (ICB) Name\',u\'description\': u\'The name given to a geographical statutory organisation by NHS England that is a smaller division of a Region.\',u\'name\': u\'ICB_NAME\', u\'type\': u\'string\', u\'format\': u\'default\'},{u\'title\': u\'Integrated Care Board (ICB) Code\',u\'description\': u\'The unique code used to refer to an ICB.\',u\'name\': u\'ICB_CODE\', u\'type\': u\'string\', u\'format\': u\'default\'},{u\'title\': u\'Primary Care Organisation Name\',u\'description\': u\'An NHS organisation that commissions or provides care services involving prescriptions that are dispensed in the community. For example: a Sub Integrated Care Board Location (SICBL), an NHS Trust.\',u\'name\': u\'PCO_NAME\', u\'type\': u\'string\', u\'format\': u\'default\'},{u\'title\': u\'Primary Care Organisation Code\',u\'description\': u\'The unique code used to refer to a Primary Care Organisation.\',u\'name\': u\'PCO_CODE\', u\'type\': u\'string\', u\'format\': u\'default\'},{u\'title\': u\'Practice Name\',u\'description\': u\'The name of an organisation that employs one or more prescribers who issue prescriptions that may be dispensed in the community. For example:a GP Practice, an Out-of-Hours service, a hospital department within an NHS Trust.\',u\'name\': u\'PRACTICE_NAME\', u\'type\': u\'string\', u\'format\': u\'default\'},{u\'title\': u\'Practice Code\',u\'description\': u\'The unique code used to refer to a Practice.\',u\'name\': u\'PRACTICE_CODE\', u\'type\': u\'string\', u\'format\': u\'default\'},{u\'title\': u\'Address Field 1\',u\'description\': u\'The Address used by a Practice. This data is supplied by Primary Care Support England (PSCE), NHS England ICBs or the SICBL, whenever a new practice is opened or if a change of details is required.\',u\'name\': u\'ADDRESS_1\', u\'type\': u\'string\', u\'format\': u\'default\'},{u\'title\': u\'Address Field 2\',u\'description\': u\'The Address used by a Practice. This data is supplied by Primary Care Support England (PSCE), NHS England ICBs or the SICBL, whenever a new practice is opened or if a change of details is required.\',u\'name\': u\'ADDRESS_2\', u\'type\': u\'string\', u\'format\': u\'default\'},{u\'title\': u\'Address Field 3\',u\'description\': u\'The Address used by a Practice. This data is supplied by Primary Care Support England (PSCE), NHS England ICBs or the SICBL, whenever a new practice is opened or if a change of details is required.\',u\'name\': u\'ADDRESS_3\', u\'type\': u\'string\', u\'format\': u\'default\'},{u\'title\': u\'Address Field 4\',u\'description\': u\'The Address used by a Practice. This data is supplied by Primary Care Support England (PSCE), NHS England ICBs or the SICBL, whenever a new practice is opened or if a change of details is required.\',u\'name\': u\'ADDRESS_4\', u\'type\': u\'string\', u\'format\': u\'default\'},{u\'title\': u\'Post Code\',u\'description\': u\'The Address used by a Practice. This data is supplied by Primary Care Support England (PSCE), NHS England ICBs or the SICBL, whenever a new practice is opened or if a change of details is required.\',u\'name\': u\'POSTCODE\', u\'type\': u\'string\', u\'format\': u\'default\'},{u\'title\': u\'British National Formulary (BNF) Chemical Substance Code\',u\'description\': u\'A unique code used to refer to a BNF Chemical Substance.For example, 0501013B0\',u\'name\': u\'BNF_CHEMICAL_SUBSTANCE\', u\'type\': u\'string\', u\'format\': u\'default\'},{u\'title\': u\'British National Formulary (BNF) Chemical Substance Description\',u\'description\': u\'The name of the main active ingredient in a drug or the type of an appliance. Determined by the British National Formulatory (BNF) for drugs, or the NHS BSA for appliances. For example, Amoxicillin\',u\'name\': u\'CHEMICAL_SUBSTANCE_BNF_DESCR\', u\'type\': u\'string\', u\'format\': u\'default\'},{u\'title\': u\'British National Formulary (BNF) Code\',u\'description\': u\'The unique code used to refer to a BNF Presentation. For example, 0501013B0AAABAB\',u\'name\': u\'BNF_CODE\', u\'type\': u\'string\', u\'format\': u\'default\'},{u\'title\': u\'British National Formulary (BNF) Description\',u\'description\': u\'The name given to the specific type, strength, and formulation of a drug; or, the specific type of an appliance. For example, Amoxicillin 500mg capsules\',u\'name\': u\'BNF_DESCRIPTION\', u\'type\': u\'string\', u\'format\': u\'default\'},{u\'title\': u\'British National Formulary (BNF) Description\',u\'description\': u\'The name given to a British National Formulatory (BNF) Chapter that includes the prescribed product. Includes the numerical code used to refer to the chapter.For example, 05: Infections\',u\'name\': u\'BNF_CHAPTER_PLUS_CODE\', u\'type\': u\'string\', u\'format\': u\'default\'},{u\'title\': u\'Quantity\',u\'description\': u\'The quantity of a medicine, dressing or appliance for which an individual item was prescribed and dispensed, for each BNF Presentation. This represents a pseudo pack size, to illustrate the typical range of prescribed quantities of a given presentation. For example, a quantity of 28 for Amoxicillin 500mg capsules means that the pack size dispensed was 28 capsules.\',u\'name\': u\'QUANTITY\', u\'type\': u\'number\', u\'format\': u\'default\'},{u\'title\': u\'Items\',u\'description\': u\'The number of times a product appears on a prescription form. Prescription forms include both paper prescriptions and electronic messages.\',u\'name\': u\'ITEMS\', u\'type\': u\'number\', u\'format\': u\'default\'},{u\'title\': u\'Total Quantity\',u\'description\': u\'The total quantity of a drug or appliance that was prescribed.This is calculated by multiplying Quantity by Items. For example, if 2 items of Amoxicillin 500mg capsules with a quantity of 28 were prescribed, total quantity will be 56.\',u\'name\': u\'TOTAL_QUANTITY\', u\'type\': u\'number\', u\'format\': u\'default\'},{u\'title\': u\'Average Daily Quantity (ADQ)\',u\'description\': u\'Average Daily Quantity (ADQ) is the typical daily dose of a medication, prescribed to adult patients by GP Practices.This field shows the quantity prescribed multiplied by the strength, which is then divided by the Average Daily Quantity value.\',u\'name\': u\'ADQUSAGE\', u\'type\': u\'number\', u\'format\': u\'default\'},{u\'title\': u\'Net Ingredient Cost (NIC)\',u\'description\': u\'In GBP. The amount that would be paid using the basic price of the prescribed drug or appliance and the quantity prescribed.Sometimes called the "Net Ingredient Cost" (NIC).The basic price is given either in the Drug Tariff or is determined from prices published by manufacturers, wholesalers or suppliers. Basic price is set out in Parts 8 and 9 of the Drug Tariff. For any drugs or appliances not in Part 8, the price is usually taken from the manufacturer, wholesaler or supplier of the product.\',u\'name\': u\'NIC\', u\'type\': u\'number\', u\'format\': u\'default\'},{u\'title\': u\'Actual Cost\',u\'description\': u\'In GBP. The basic cost after adjustment for the national average discount and some payments to the dispenser.See notes for details of the calculation. The calculation is:Net Ingredient Cost - National Average Discount Percentage + (payment for consumables + out of pocket expenses + payment for containers)\',u\'name\': u\'ACTUAL_COST\', u\'type\': u\'number\', u\'format\': u\'default\'},{u\'title\': u\'Unidentified\',u\'description\': u\'This field shows data from prescription forms that could not be allocated to a Practice. Please see the guidance notes for a more detailed explanation of this field, and its uses.\',u\'name\': u\'UNIDENTIFIED\', u\'type\': u\'string\', u\'format\': u\'default\'},{u\'title\': u\'Presentation SNOMED code\',u\'description\': u\'A SNOMED CT (Systemised Nomenclature of Medicine Clinical Terms) is a clinical vocabulary readable by computers. The SNOMED code contained within the data is a unique identifier for each Medicinal Product (both VMP and AMP level). The identifier will not be re-used and or allocated to another presentation.\',u\'name\': u\'SNOMED_CODE\', u\'type\': u\'number\', u\'format\': u\'default\'}], u\'missingValues\': [u\'\']}', 'bq_table_name': 'EPD_SNOMED_202208', 'hash': '79da00b5fe35b1879692166bf4a5c0867e4a11ea0e96e296306577786ed8d2d6', 'description': '', 'format': 'CSV', 'mimetype_inner': None, 'url_type': 'upload', 'mimetype': 'text/csv', 'cache_url': None, 'name': 'EPD_SNOMED_202208', 'created': '2022-11-16T19:49:53.599310', 'url': 'https://opendata.nhsbsa.net/dataset/906115a6-4155-44be-8b81-f8e83cebfb84/resource/f72f8288-8945-4e37-9ab4-9e6611f9849b/download/epd_snomed_202208.csv', 'last_modified': '2022-11-16T19:49:53.482743', 'position': 21, 'revision_id': 'aed266fd-d148-4149-ac32-1063af92a5e4', 'resource_type': None}, {'cache_last_updated': None, 'package_id': '906115a6-4155-44be-8b81-f8e83cebfb84', 'datastore_active': 'true', 'id': '5f5bf059-4cee-4d02-b270-6b053226c817', 'size': 7070184535, 'title': 'English Prescribing Dataset (EPD) with SNOMED code - Sep 2022', 'restricted': '{level: public}', 'encoding': 'utf8', 'state': 'active', 'sha256': '2bbaca70f5bba388e0dc27fcf1db6f52db8918e1afbd3c9ce1e1f4296a5506c6', 'zip_url': 'https://83025b28472d6aa2bf5ae59f3724aa78.eu.r2.cloudflarestorage.com/dx-nhs-production/DATOPIAN_DATA/EPD_SNOMED_202209.ZIP?response-content-disposition=filename%3DEPD_SNOMED_202209.ZIP&X-Amz-Algorithm=AWS4-HMAC-SHA256&X-Amz-Expires=3600&X-Amz-Credential=d1d532dd4244a61845b7ea3d94bcd4d9%2F20240528%2Fus-east-1%2Fs3%2Faws4_request&X-Amz-SignedHeaders=host&X-Amz-Date=20240528T140250Z&X-Amz-Signature=49bf8ab037d53735f6800cd31dc6628c2dac31ffa8b47bdc2a8990016f3c3bca', 'lfs_prefix': 'experimental-data-sets/english-prescribing-dataset-epd-with-snomed-code', 'schema': '{u\'fields\': [{u\'title\': u\'Year and Month as YYYYMM\',u\'description\': u\'Example: 201401\',u\'name\': u\'YEAR_MONTH\', u\'type\': u\'number\', u\'format\': u\'default\'},{u\'title\': u\'Regional Office Name\',u\'description\': u\'The name given to a geographical region by NHS England. Each region supports local systems to provide more joined up and care for patients.\',u\'name\': u\'REGIONAL_OFFICE_NAME\', u\'type\': u\'string\', u\'format\': u\'default\'},{u\'title\': u\'Regional Office Code\',u\'description\': u\'The unique code used to refer to a Regional Office.\',u\'name\': u\'REGIONAL_OFFICE_CODE\', u\'type\': u\'string\', u\'format\': u\'default\'},{u\'title\': u\'Integrated Care Board (ICB) Name\',u\'description\': u\'The name given to a geographical statutory organisation by NHS England that is a smaller division of a Region.\',u\'name\': u\'ICB_NAME\', u\'type\': u\'string\', u\'format\': u\'default\'},{u\'title\': u\'Integrated Care Board (ICB) Code\',u\'description\': u\'The unique code used to refer to an ICB.\',u\'name\': u\'ICB_CODE\', u\'type\': u\'string\', u\'format\': u\'default\'},{u\'title\': u\'Primary Care Organisation Name\',u\'description\': u\'An NHS organisation that commissions or provides care services involving prescriptions that are dispensed in the community. For example: a Sub Integrated Care Board Location (SICBL), an NHS Trust.\',u\'name\': u\'PCO_NAME\', u\'type\': u\'string\', u\'format\': u\'default\'},{u\'title\': u\'Primary Care Organisation Code\',u\'description\': u\'The unique code used to refer to a Primary Care Organisation.\',u\'name\': u\'PCO_CODE\', u\'type\': u\'string\', u\'format\': u\'default\'},{u\'title\': u\'Practice Name\',u\'description\': u\'The name of an organisation that employs one or more prescribers who issue prescriptions that may be dispensed in the community. For example:a GP Practice, an Out-of-Hours service, a hospital department within an NHS Trust.\',u\'name\': u\'PRACTICE_NAME\', u\'type\': u\'string\', u\'format\': u\'default\'},{u\'title\': u\'Practice Code\',u\'description\': u\'The unique code used to refer to a Practice.\',u\'name\': u\'PRACTICE_CODE\', u\'type\': u\'string\', u\'format\': u\'default\'},{u\'title\': u\'Address Field 1\',u\'description\': u\'The Address used by a Practice. This data is supplied by Primary Care Support England (PSCE), NHS England ICBs or the SICBL, whenever a new practice is opened or if a change of details is required.\',u\'name\': u\'ADDRESS_1\', u\'type\': u\'string\', u\'format\': u\'default\'},{u\'title\': u\'Address Field 2\',u\'description\': u\'The Address used by a Practice. This data is supplied by Primary Care Support England (PSCE), NHS England ICBs or the SICBL, whenever a new practice is opened or if a change of details is required.\',u\'name\': u\'ADDRESS_2\', u\'type\': u\'string\', u\'format\': u\'default\'},{u\'title\': u\'Address Field 3\',u\'description\': u\'The Address used by a Practice. This data is supplied by Primary Care Support England (PSCE), NHS England ICBs or the SICBL, whenever a new practice is opened or if a change of details is required.\',u\'name\': u\'ADDRESS_3\', u\'type\': u\'string\', u\'format\': u\'default\'},{u\'title\': u\'Address Field 4\',u\'description\': u\'The Address used by a Practice. This data is supplied by Primary Care Support England (PSCE), NHS England ICBs or the SICBL, whenever a new practice is opened or if a change of details is required.\',u\'name\': u\'ADDRESS_4\', u\'type\': u\'string\', u\'format\': u\'default\'},{u\'title\': u\'Post Code\',u\'description\': u\'The Address used by a Practice. This data is supplied by Primary Care Support England (PSCE), NHS England ICBs or the SICBL, whenever a new practice is opened or if a change of details is required.\',u\'name\': u\'POSTCODE\', u\'type\': u\'string\', u\'format\': u\'default\'},{u\'title\': u\'British National Formulary (BNF) Chemical Substance Code\',u\'description\': u\'A unique code used to refer to a BNF Chemical Substance.For example, 0501013B0\',u\'name\': u\'BNF_CHEMICAL_SUBSTANCE\', u\'type\': u\'string\', u\'format\': u\'default\'},{u\'title\': u\'British National Formulary (BNF) Chemical Substance Description\',u\'description\': u\'The name of the main active ingredient in a drug or the type of an appliance. Determined by the British National Formulatory (BNF) for drugs, or the NHS BSA for appliances. For example, Amoxicillin\',u\'name\': u\'CHEMICAL_SUBSTANCE_BNF_DESCR\', u\'type\': u\'string\', u\'format\': u\'default\'},{u\'title\': u\'British National Formulary (BNF) Code\',u\'description\': u\'The unique code used to refer to a BNF Presentation. For example, 0501013B0AAABAB\',u\'name\': u\'BNF_CODE\', u\'type\': u\'string\', u\'format\': u\'default\'},{u\'title\': u\'British National Formulary (BNF) Description\',u\'description\': u\'The name given to the specific type, strength, and formulation of a drug; or, the specific type of an appliance. For example, Amoxicillin 500mg capsules\',u\'name\': u\'BNF_DESCRIPTION\', u\'type\': u\'string\', u\'format\': u\'default\'},{u\'title\': u\'British National Formulary (BNF) Description\',u\'description\': u\'The name given to a British National Formulatory (BNF) Chapter that includes the prescribed product. Includes the numerical code used to refer to the chapter.For example, 05: Infections\',u\'name\': u\'BNF_CHAPTER_PLUS_CODE\', u\'type\': u\'string\', u\'format\': u\'default\'},{u\'title\': u\'Quantity\',u\'description\': u\'The quantity of a medicine, dressing or appliance for which an individual item was prescribed and dispensed, for each BNF Presentation. This represents a pseudo pack size, to illustrate the typical range of prescribed quantities of a given presentation. For example, a quantity of 28 for Amoxicillin 500mg capsules means that the pack size dispensed was 28 capsules.\',u\'name\': u\'QUANTITY\', u\'type\': u\'number\', u\'format\': u\'default\'},{u\'title\': u\'Items\',u\'description\': u\'The number of times a product appears on a prescription form. Prescription forms include both paper prescriptions and electronic messages.\',u\'name\': u\'ITEMS\', u\'type\': u\'number\', u\'format\': u\'default\'},{u\'title\': u\'Total Quantity\',u\'description\': u\'The total quantity of a drug or appliance that was prescribed.This is calculated by multiplying Quantity by Items. For example, if 2 items of Amoxicillin 500mg capsules with a quantity of 28 were prescribed, total quantity will be 56.\',u\'name\': u\'TOTAL_QUANTITY\', u\'type\': u\'number\', u\'format\': u\'default\'},{u\'title\': u\'Average Daily Quantity (ADQ)\',u\'description\': u\'Average Daily Quantity (ADQ) is the typical daily dose of a medication, prescribed to adult patients by GP Practices.This field shows the quantity prescribed multiplied by the strength, which is then divided by the Average Daily Quantity value.\',u\'name\': u\'ADQUSAGE\', u\'type\': u\'number\', u\'format\': u\'default\'},{u\'title\': u\'Net Ingredient Cost (NIC)\',u\'description\': u\'In GBP. The amount that would be paid using the basic price of the prescribed drug or appliance and the quantity prescribed.Sometimes called the "Net Ingredient Cost" (NIC).The basic price is given either in the Drug Tariff or is determined from prices published by manufacturers, wholesalers or suppliers. Basic price is set out in Parts 8 and 9 of the Drug Tariff. For any drugs or appliances not in Part 8, the price is usually taken from the manufacturer, wholesaler or supplier of the product.\',u\'name\': u\'NIC\', u\'type\': u\'number\', u\'format\': u\'default\'},{u\'title\': u\'Actual Cost\',u\'description\': u\'In GBP. The basic cost after adjustment for the national average discount and some payments to the dispenser.See notes for details of the calculation. The calculation is:Net Ingredient Cost - National Average Discount Percentage + (payment for consumables + out of pocket expenses + payment for containers)\',u\'name\': u\'ACTUAL_COST\', u\'type\': u\'number\', u\'format\': u\'default\'},{u\'title\': u\'Unidentified\',u\'description\': u\'This field shows data from prescription forms that could not be allocated to a Practice. Please see the guidance notes for a more detailed explanation of this field, and its uses.\',u\'name\': u\'UNIDENTIFIED\', u\'type\': u\'string\', u\'format\': u\'default\'},{u\'title\': u\'Presentation SNOMED code\',u\'description\': u\'A SNOMED CT (Systemised Nomenclature of Medicine Clinical Terms) is a clinical vocabulary readable by computers. The SNOMED code contained within the data is a unique identifier for each Medicinal Product (both VMP and AMP level). The identifier will not be re-used and or allocated to another presentation.\',u\'name\': u\'SNOMED_CODE\', u\'type\': u\'number\', u\'format\': u\'default\'}], u\'missingValues\': [u\'\']}', 'bq_table_name': 'EPD_SNOMED_202209', 'hash': '2bbaca70f5bba388e0dc27fcf1db6f52db8918e1afbd3c9ce1e1f4296a5506c6', 'description': '', 'format': 'CSV', 'mimetype_inner': None, 'url_type': 'upload', 'mimetype': 'text/csv', 'cache_url': None, 'name': 'EPD_SNOMED_202209', 'created': '2022-11-16T20:40:38.478267', 'url': 'https://opendata.nhsbsa.net/dataset/906115a6-4155-44be-8b81-f8e83cebfb84/resource/5f5bf059-4cee-4d02-b270-6b053226c817/download/epd_snomed_202209.csv', 'last_modified': '2022-11-16T20:40:38.349247', 'position': 22, 'revision_id': 'aed266fd-d148-4149-ac32-1063af92a5e4', 'resource_type': None}, {'cache_last_updated': None, 'package_id': '906115a6-4155-44be-8b81-f8e83cebfb84', 'datastore_active': 'true', 'id': '301e57d8-0395-4cef-a4d8-dd18d58781ac', 'size': 7070695914, 'title': 'English Prescribing Dataset (EPD) with SNOMED code - Oct 2022', 'restricted': '{level: public}', 'encoding': 'utf8', 'state': 'active', 'sha256': 'e29b2588d24701b2750be395a43df5bf367a8cec1eaae52c9aa344a8cb8a450a', 'zip_url': 'https://83025b28472d6aa2bf5ae59f3724aa78.eu.r2.cloudflarestorage.com/dx-nhs-production/DATOPIAN_DATA/EPD_SNOMED_202210.ZIP?response-content-disposition=filename%3DEPD_SNOMED_202210.ZIP&X-Amz-Algorithm=AWS4-HMAC-SHA256&X-Amz-Expires=3600&X-Amz-Credential=d1d532dd4244a61845b7ea3d94bcd4d9%2F20240528%2Fus-east-1%2Fs3%2Faws4_request&X-Amz-SignedHeaders=host&X-Amz-Date=20240528T140250Z&X-Amz-Signature=597f5a8a50691a6f97ea151a435c6fceaa7584d11e17ee7423176f721b0270d3', 'lfs_prefix': 'experimental-data-sets/english-prescribing-dataset-epd-with-snomed-code', 'schema': '{u\'fields\': [{u\'title\': u\'Year and Month as YYYYMM\',u\'description\': u\'Example: 201401\',u\'name\': u\'YEAR_MONTH\', u\'type\': u\'number\', u\'format\': u\'default\'},{u\'title\': u\'Regional Office Name\',u\'description\': u\'The name given to a geographical region by NHS England. Each region supports local systems to provide more joined up and care for patients.\',u\'name\': u\'REGIONAL_OFFICE_NAME\', u\'type\': u\'string\', u\'format\': u\'default\'},{u\'title\': u\'Regional Office Code\',u\'description\': u\'The unique code used to refer to a Regional Office.\',u\'name\': u\'REGIONAL_OFFICE_CODE\', u\'type\': u\'string\', u\'format\': u\'default\'},{u\'title\': u\'Integrated Care Board (ICB) Name\',u\'description\': u\'The name given to a geographical statutory organisation by NHS England that is a smaller division of a Region.\',u\'name\': u\'ICB_NAME\', u\'type\': u\'string\', u\'format\': u\'default\'},{u\'title\': u\'Integrated Care Board (ICB) Code\',u\'description\': u\'The unique code used to refer to an ICB.\',u\'name\': u\'ICB_CODE\', u\'type\': u\'string\', u\'format\': u\'default\'},{u\'title\': u\'Primary Care Organisation Name\',u\'description\': u\'An NHS organisation that commissions or provides care services involving prescriptions that are dispensed in the community. For example: a Sub Integrated Care Board Location (SICBL), an NHS Trust.\',u\'name\': u\'PCO_NAME\', u\'type\': u\'string\', u\'format\': u\'default\'},{u\'title\': u\'Primary Care Organisation Code\',u\'description\': u\'The unique code used to refer to a Primary Care Organisation.\',u\'name\': u\'PCO_CODE\', u\'type\': u\'string\', u\'format\': u\'default\'},{u\'title\': u\'Practice Name\',u\'description\': u\'The name of an organisation that employs one or more prescribers who issue prescriptions that may be dispensed in the community. For example:a GP Practice, an Out-of-Hours service, a hospital department within an NHS Trust.\',u\'name\': u\'PRACTICE_NAME\', u\'type\': u\'string\', u\'format\': u\'default\'},{u\'title\': u\'Practice Code\',u\'description\': u\'The unique code used to refer to a Practice.\',u\'name\': u\'PRACTICE_CODE\', u\'type\': u\'string\', u\'format\': u\'default\'},{u\'title\': u\'Address Field 1\',u\'description\': u\'The Address used by a Practice. This data is supplied by Primary Care Support England (PSCE), NHS England ICBs or the SICBL, whenever a new practice is opened or if a change of details is required.\',u\'name\': u\'ADDRESS_1\', u\'type\': u\'string\', u\'format\': u\'default\'},{u\'title\': u\'Address Field 2\',u\'description\': u\'The Address used by a Practice. This data is supplied by Primary Care Support England (PSCE), NHS England ICBs or the SICBL, whenever a new practice is opened or if a change of details is required.\',u\'name\': u\'ADDRESS_2\', u\'type\': u\'string\', u\'format\': u\'default\'},{u\'title\': u\'Address Field 3\',u\'description\': u\'The Address used by a Practice. This data is supplied by Primary Care Support England (PSCE), NHS England ICBs or the SICBL, whenever a new practice is opened or if a change of details is required.\',u\'name\': u\'ADDRESS_3\', u\'type\': u\'string\', u\'format\': u\'default\'},{u\'title\': u\'Address Field 4\',u\'description\': u\'The Address used by a Practice. This data is supplied by Primary Care Support England (PSCE), NHS England ICBs or the SICBL, whenever a new practice is opened or if a change of details is required.\',u\'name\': u\'ADDRESS_4\', u\'type\': u\'string\', u\'format\': u\'default\'},{u\'title\': u\'Post Code\',u\'description\': u\'The Address used by a Practice. This data is supplied by Primary Care Support England (PSCE), NHS England ICBs or the SICBL, whenever a new practice is opened or if a change of details is required.\',u\'name\': u\'POSTCODE\', u\'type\': u\'string\', u\'format\': u\'default\'},{u\'title\': u\'British National Formulary (BNF) Chemical Substance Code\',u\'description\': u\'A unique code used to refer to a BNF Chemical Substance.For example, 0501013B0\',u\'name\': u\'BNF_CHEMICAL_SUBSTANCE\', u\'type\': u\'string\', u\'format\': u\'default\'},{u\'title\': u\'British National Formulary (BNF) Chemical Substance Description\',u\'description\': u\'The name of the main active ingredient in a drug or the type of an appliance. Determined by the British National Formulatory (BNF) for drugs, or the NHS BSA for appliances. For example, Amoxicillin\',u\'name\': u\'CHEMICAL_SUBSTANCE_BNF_DESCR\', u\'type\': u\'string\', u\'format\': u\'default\'},{u\'title\': u\'British National Formulary (BNF) Code\',u\'description\': u\'The unique code used to refer to a BNF Presentation. For example, 0501013B0AAABAB\',u\'name\': u\'BNF_CODE\', u\'type\': u\'string\', u\'format\': u\'default\'},{u\'title\': u\'British National Formulary (BNF) Description\',u\'description\': u\'The name given to the specific type, strength, and formulation of a drug; or, the specific type of an appliance. For example, Amoxicillin 500mg capsules\',u\'name\': u\'BNF_DESCRIPTION\', u\'type\': u\'string\', u\'format\': u\'default\'},{u\'title\': u\'British National Formulary (BNF) Description\',u\'description\': u\'The name given to a British National Formulatory (BNF) Chapter that includes the prescribed product. Includes the numerical code used to refer to the chapter.For example, 05: Infections\',u\'name\': u\'BNF_CHAPTER_PLUS_CODE\', u\'type\': u\'string\', u\'format\': u\'default\'},{u\'title\': u\'Quantity\',u\'description\': u\'The quantity of a medicine, dressing or appliance for which an individual item was prescribed and dispensed, for each BNF Presentation. This represents a pseudo pack size, to illustrate the typical range of prescribed quantities of a given presentation. For example, a quantity of 28 for Amoxicillin 500mg capsules means that the pack size dispensed was 28 capsules.\',u\'name\': u\'QUANTITY\', u\'type\': u\'number\', u\'format\': u\'default\'},{u\'title\': u\'Items\',u\'description\': u\'The number of times a product appears on a prescription form. Prescription forms include both paper prescriptions and electronic messages.\',u\'name\': u\'ITEMS\', u\'type\': u\'number\', u\'format\': u\'default\'},{u\'title\': u\'Total Quantity\',u\'description\': u\'The total quantity of a drug or appliance that was prescribed.This is calculated by multiplying Quantity by Items. For example, if 2 items of Amoxicillin 500mg capsules with a quantity of 28 were prescribed, total quantity will be 56.\',u\'name\': u\'TOTAL_QUANTITY\', u\'type\': u\'number\', u\'format\': u\'default\'},{u\'title\': u\'Average Daily Quantity (ADQ)\',u\'description\': u\'Average Daily Quantity (ADQ) is the typical daily dose of a medication, prescribed to adult patients by GP Practices.This field shows the quantity prescribed multiplied by the strength, which is then divided by the Average Daily Quantity value.\',u\'name\': u\'ADQUSAGE\', u\'type\': u\'number\', u\'format\': u\'default\'},{u\'title\': u\'Net Ingredient Cost (NIC)\',u\'description\': u\'In GBP. The amount that would be paid using the basic price of the prescribed drug or appliance and the quantity prescribed.Sometimes called the "Net Ingredient Cost" (NIC).The basic price is given either in the Drug Tariff or is determined from prices published by manufacturers, wholesalers or suppliers. Basic price is set out in Parts 8 and 9 of the Drug Tariff. For any drugs or appliances not in Part 8, the price is usually taken from the manufacturer, wholesaler or supplier of the product.\',u\'name\': u\'NIC\', u\'type\': u\'number\', u\'format\': u\'default\'},{u\'title\': u\'Actual Cost\',u\'description\': u\'In GBP. The basic cost after adjustment for the national average discount and some payments to the dispenser.See notes for details of the calculation. The calculation is:Net Ingredient Cost - National Average Discount Percentage + (payment for consumables + out of pocket expenses + payment for containers)\',u\'name\': u\'ACTUAL_COST\', u\'type\': u\'number\', u\'format\': u\'default\'},{u\'title\': u\'Unidentified\',u\'description\': u\'This field shows data from prescription forms that could not be allocated to a Practice. Please see the guidance notes for a more detailed explanation of this field, and its uses.\',u\'name\': u\'UNIDENTIFIED\', u\'type\': u\'string\', u\'format\': u\'default\'},{u\'title\': u\'Presentation SNOMED code\',u\'description\': u\'A SNOMED CT (Systemised Nomenclature of Medicine Clinical Terms) is a clinical vocabulary readable by computers. The SNOMED code contained within the data is a unique identifier for each Medicinal Product (both VMP and AMP level). The identifier will not be re-used and or allocated to another presentation.\',u\'name\': u\'SNOMED_CODE\', u\'type\': u\'number\', u\'format\': u\'default\'}], u\'missingValues\': [u\'\']}', 'bq_table_name': 'EPD_SNOMED_202210', 'hash': 'e29b2588d24701b2750be395a43df5bf367a8cec1eaae52c9aa344a8cb8a450a', 'description': '', 'format': 'CSV', 'mimetype_inner': None, 'url_type': 'upload', 'mimetype': 'text/csv', 'cache_url': None, 'name': 'EPD_SNOMED_202210', 'created': '2022-12-19T17:56:08.392848', 'url': 'https://opendata.nhsbsa.net/dataset/906115a6-4155-44be-8b81-f8e83cebfb84/resource/301e57d8-0395-4cef-a4d8-dd18d58781ac/download/epd_snomed_202210.csv', 'last_modified': '2022-12-19T17:56:08.282172', 'position': 23, 'revision_id': 'aed266fd-d148-4149-ac32-1063af92a5e4', 'resource_type': None}, {'cache_last_updated': None, 'package_id': '906115a6-4155-44be-8b81-f8e83cebfb84', 'datastore_active': 'true', 'id': '10dc3043-bec9-43b5-8e24-ee2735475125', 'size': 7143547610, 'title': 'English Prescribing Dataset (EPD) with SNOMED code - Nov 2022', 'restricted': '{level: public}', 'encoding': 'utf8', 'state': 'active', 'sha256': 'bf512221fc73c6e66c6dc1078a1af5713656c85a2003efe0e797bbd0ad1cf529', 'zip_url': 'https://83025b28472d6aa2bf5ae59f3724aa78.eu.r2.cloudflarestorage.com/dx-nhs-production/DATOPIAN_DATA/EPD_SNOMED_202211.ZIP?response-content-disposition=filename%3DEPD_SNOMED_202211.ZIP&X-Amz-Algorithm=AWS4-HMAC-SHA256&X-Amz-Expires=3600&X-Amz-Credential=d1d532dd4244a61845b7ea3d94bcd4d9%2F20240528%2Fus-east-1%2Fs3%2Faws4_request&X-Amz-SignedHeaders=host&X-Amz-Date=20240528T140250Z&X-Amz-Signature=d579434b1a08976bb3bfcd2d0c164cd97578adba3fc9fed45de7a337640acbe6', 'lfs_prefix': 'experimental-data-sets/english-prescribing-dataset-epd-with-snomed-code', 'schema': '{u\'fields\': [{u\'title\': u\'Year and Month as YYYYMM\',u\'description\': u\'Example: 201401\',u\'name\': u\'YEAR_MONTH\', u\'type\': u\'number\', u\'format\': u\'default\'},{u\'title\': u\'Regional Office Name\',u\'description\': u\'The name given to a geographical region by NHS England. Each region supports local systems to provide more joined up and care for patients.\',u\'name\': u\'REGIONAL_OFFICE_NAME\', u\'type\': u\'string\', u\'format\': u\'default\'},{u\'title\': u\'Regional Office Code\',u\'description\': u\'The unique code used to refer to a Regional Office.\',u\'name\': u\'REGIONAL_OFFICE_CODE\', u\'type\': u\'string\', u\'format\': u\'default\'},{u\'title\': u\'Integrated Care Board (ICB) Name\',u\'description\': u\'The name given to a geographical statutory organisation by NHS England that is a smaller division of a Region.\',u\'name\': u\'ICB_NAME\', u\'type\': u\'string\', u\'format\': u\'default\'},{u\'title\': u\'Integrated Care Board (ICB) Code\',u\'description\': u\'The unique code used to refer to an ICB.\',u\'name\': u\'ICB_CODE\', u\'type\': u\'string\', u\'format\': u\'default\'},{u\'title\': u\'Primary Care Organisation Name\',u\'description\': u\'An NHS organisation that commissions or provides care services involving prescriptions that are dispensed in the community. For example: a Sub Integrated Care Board Location (SICBL), an NHS Trust.\',u\'name\': u\'PCO_NAME\', u\'type\': u\'string\', u\'format\': u\'default\'},{u\'title\': u\'Primary Care Organisation Code\',u\'description\': u\'The unique code used to refer to a Primary Care Organisation.\',u\'name\': u\'PCO_CODE\', u\'type\': u\'string\', u\'format\': u\'default\'},{u\'title\': u\'Practice Name\',u\'description\': u\'The name of an organisation that employs one or more prescribers who issue prescriptions that may be dispensed in the community. For example:a GP Practice, an Out-of-Hours service, a hospital department within an NHS Trust.\',u\'name\': u\'PRACTICE_NAME\', u\'type\': u\'string\', u\'format\': u\'default\'},{u\'title\': u\'Practice Code\',u\'description\': u\'The unique code used to refer to a Practice.\',u\'name\': u\'PRACTICE_CODE\', u\'type\': u\'string\', u\'format\': u\'default\'},{u\'title\': u\'Address Field 1\',u\'description\': u\'The Address used by a Practice. This data is supplied by Primary Care Support England (PSCE), NHS England ICBs or the SICBL, whenever a new practice is opened or if a change of details is required.\',u\'name\': u\'ADDRESS_1\', u\'type\': u\'string\', u\'format\': u\'default\'},{u\'title\': u\'Address Field 2\',u\'description\': u\'The Address used by a Practice. This data is supplied by Primary Care Support England (PSCE), NHS England ICBs or the SICBL, whenever a new practice is opened or if a change of details is required.\',u\'name\': u\'ADDRESS_2\', u\'type\': u\'string\', u\'format\': u\'default\'},{u\'title\': u\'Address Field 3\',u\'description\': u\'The Address used by a Practice. This data is supplied by Primary Care Support England (PSCE), NHS England ICBs or the SICBL, whenever a new practice is opened or if a change of details is required.\',u\'name\': u\'ADDRESS_3\', u\'type\': u\'string\', u\'format\': u\'default\'},{u\'title\': u\'Address Field 4\',u\'description\': u\'The Address used by a Practice. This data is supplied by Primary Care Support England (PSCE), NHS England ICBs or the SICBL, whenever a new practice is opened or if a change of details is required.\',u\'name\': u\'ADDRESS_4\', u\'type\': u\'string\', u\'format\': u\'default\'},{u\'title\': u\'Post Code\',u\'description\': u\'The Address used by a Practice. This data is supplied by Primary Care Support England (PSCE), NHS England ICBs or the SICBL, whenever a new practice is opened or if a change of details is required.\',u\'name\': u\'POSTCODE\', u\'type\': u\'string\', u\'format\': u\'default\'},{u\'title\': u\'British National Formulary (BNF) Chemical Substance Code\',u\'description\': u\'A unique code used to refer to a BNF Chemical Substance.For example, 0501013B0\',u\'name\': u\'BNF_CHEMICAL_SUBSTANCE\', u\'type\': u\'string\', u\'format\': u\'default\'},{u\'title\': u\'British National Formulary (BNF) Chemical Substance Description\',u\'description\': u\'The name of the main active ingredient in a drug or the type of an appliance. Determined by the British National Formulatory (BNF) for drugs, or the NHS BSA for appliances. For example, Amoxicillin\',u\'name\': u\'CHEMICAL_SUBSTANCE_BNF_DESCR\', u\'type\': u\'string\', u\'format\': u\'default\'},{u\'title\': u\'British National Formulary (BNF) Code\',u\'description\': u\'The unique code used to refer to a BNF Presentation. For example, 0501013B0AAABAB\',u\'name\': u\'BNF_CODE\', u\'type\': u\'string\', u\'format\': u\'default\'},{u\'title\': u\'British National Formulary (BNF) Description\',u\'description\': u\'The name given to the specific type, strength, and formulation of a drug; or, the specific type of an appliance. For example, Amoxicillin 500mg capsules\',u\'name\': u\'BNF_DESCRIPTION\', u\'type\': u\'string\', u\'format\': u\'default\'},{u\'title\': u\'British National Formulary (BNF) Description\',u\'description\': u\'The name given to a British National Formulatory (BNF) Chapter that includes the prescribed product. Includes the numerical code used to refer to the chapter.For example, 05: Infections\',u\'name\': u\'BNF_CHAPTER_PLUS_CODE\', u\'type\': u\'string\', u\'format\': u\'default\'},{u\'title\': u\'Quantity\',u\'description\': u\'The quantity of a medicine, dressing or appliance for which an individual item was prescribed and dispensed, for each BNF Presentation. This represents a pseudo pack size, to illustrate the typical range of prescribed quantities of a given presentation. For example, a quantity of 28 for Amoxicillin 500mg capsules means that the pack size dispensed was 28 capsules.\',u\'name\': u\'QUANTITY\', u\'type\': u\'number\', u\'format\': u\'default\'},{u\'title\': u\'Items\',u\'description\': u\'The number of times a product appears on a prescription form. Prescription forms include both paper prescriptions and electronic messages.\',u\'name\': u\'ITEMS\', u\'type\': u\'number\', u\'format\': u\'default\'},{u\'title\': u\'Total Quantity\',u\'description\': u\'The total quantity of a drug or appliance that was prescribed.This is calculated by multiplying Quantity by Items. For example, if 2 items of Amoxicillin 500mg capsules with a quantity of 28 were prescribed, total quantity will be 56.\',u\'name\': u\'TOTAL_QUANTITY\', u\'type\': u\'number\', u\'format\': u\'default\'},{u\'title\': u\'Average Daily Quantity (ADQ)\',u\'description\': u\'Average Daily Quantity (ADQ) is the typical daily dose of a medication, prescribed to adult patients by GP Practices.This field shows the quantity prescribed multiplied by the strength, which is then divided by the Average Daily Quantity value.\',u\'name\': u\'ADQUSAGE\', u\'type\': u\'number\', u\'format\': u\'default\'},{u\'title\': u\'Net Ingredient Cost (NIC)\',u\'description\': u\'In GBP. The amount that would be paid using the basic price of the prescribed drug or appliance and the quantity prescribed.Sometimes called the "Net Ingredient Cost" (NIC).The basic price is given either in the Drug Tariff or is determined from prices published by manufacturers, wholesalers or suppliers. Basic price is set out in Parts 8 and 9 of the Drug Tariff. For any drugs or appliances not in Part 8, the price is usually taken from the manufacturer, wholesaler or supplier of the product.\',u\'name\': u\'NIC\', u\'type\': u\'number\', u\'format\': u\'default\'},{u\'title\': u\'Actual Cost\',u\'description\': u\'In GBP. The basic cost after adjustment for the national average discount and some payments to the dispenser.See notes for details of the calculation. The calculation is:Net Ingredient Cost - National Average Discount Percentage + (payment for consumables + out of pocket expenses + payment for containers)\',u\'name\': u\'ACTUAL_COST\', u\'type\': u\'number\', u\'format\': u\'default\'},{u\'title\': u\'Unidentified\',u\'description\': u\'This field shows data from prescription forms that could not be allocated to a Practice. Please see the guidance notes for a more detailed explanation of this field, and its uses.\',u\'name\': u\'UNIDENTIFIED\', u\'type\': u\'string\', u\'format\': u\'default\'},{u\'title\': u\'Presentation SNOMED code\',u\'description\': u\'A SNOMED CT (Systemised Nomenclature of Medicine Clinical Terms) is a clinical vocabulary readable by computers. The SNOMED code contained within the data is a unique identifier for each Medicinal Product (both VMP and AMP level). The identifier will not be re-used and or allocated to another presentation.\',u\'name\': u\'SNOMED_CODE\', u\'type\': u\'number\', u\'format\': u\'default\'}], u\'missingValues\': [u\'\']}', 'bq_table_name': 'EPD_SNOMED_202211', 'hash': 'bf512221fc73c6e66c6dc1078a1af5713656c85a2003efe0e797bbd0ad1cf529', 'description': '', 'format': 'CSV', 'mimetype_inner': None, 'url_type': 'upload', 'mimetype': 'text/csv', 'cache_url': None, 'name': 'EPD_SNOMED_202211', 'created': '2023-01-20T15:47:13.373393', 'url': 'https://opendata.nhsbsa.net/dataset/906115a6-4155-44be-8b81-f8e83cebfb84/resource/10dc3043-bec9-43b5-8e24-ee2735475125/download/epd_snomed_202211.csv', 'last_modified': '2023-01-20T15:47:13.227560', 'position': 24, 'revision_id': 'aed266fd-d148-4149-ac32-1063af92a5e4', 'resource_type': None}, {'cache_last_updated': None, 'package_id': '906115a6-4155-44be-8b81-f8e83cebfb84', 'datastore_active': 'true', 'id': '1bbb5c17-f4d8-420f-99e1-eee62f89d695', 'size': 7118242505, 'title': 'English Prescribing Dataset (EPD) with SNOMED code - Dec 2022', 'restricted': '{level: public}', 'encoding': 'utf8', 'state': 'active', 'sha256': '0a2244cca47ff531e5d9c15ac2c0a97593e670c37cee0e99ff162891539da372', 'zip_url': 'https://83025b28472d6aa2bf5ae59f3724aa78.eu.r2.cloudflarestorage.com/dx-nhs-production/DATOPIAN_DATA/EPD_SNOMED_202212.ZIP?response-content-disposition=filename%3DEPD_SNOMED_202212.ZIP&X-Amz-Algorithm=AWS4-HMAC-SHA256&X-Amz-Expires=3600&X-Amz-Credential=d1d532dd4244a61845b7ea3d94bcd4d9%2F20240528%2Fus-east-1%2Fs3%2Faws4_request&X-Amz-SignedHeaders=host&X-Amz-Date=20240528T140250Z&X-Amz-Signature=1ccb2710e9444c2841c1cf634fffc9244ad51e2ecb39a6db2c1840bbc163710e', 'lfs_prefix': 'experimental-data-sets/english-prescribing-dataset-epd-with-snomed-code', 'schema': '{u\'fields\': [{u\'title\': u\'Year and Month as YYYYMM\',u\'description\': u\'Example: 201401\',u\'name\': u\'YEAR_MONTH\', u\'type\': u\'number\', u\'format\': u\'default\'},{u\'title\': u\'Regional Office Name\',u\'description\': u\'The name given to a geographical region by NHS England. Each region supports local systems to provide more joined up and care for patients.\',u\'name\': u\'REGIONAL_OFFICE_NAME\', u\'type\': u\'string\', u\'format\': u\'default\'},{u\'title\': u\'Regional Office Code\',u\'description\': u\'The unique code used to refer to a Regional Office.\',u\'name\': u\'REGIONAL_OFFICE_CODE\', u\'type\': u\'string\', u\'format\': u\'default\'},{u\'title\': u\'Integrated Care Board (ICB) Name\',u\'description\': u\'The name given to a geographical statutory organisation by NHS England that is a smaller division of a Region.\',u\'name\': u\'ICB_NAME\', u\'type\': u\'string\', u\'format\': u\'default\'},{u\'title\': u\'Integrated Care Board (ICB) Code\',u\'description\': u\'The unique code used to refer to an ICB.\',u\'name\': u\'ICB_CODE\', u\'type\': u\'string\', u\'format\': u\'default\'},{u\'title\': u\'Primary Care Organisation Name\',u\'description\': u\'An NHS organisation that commissions or provides care services involving prescriptions that are dispensed in the community. For example: a Sub Integrated Care Board Location (SICBL), an NHS Trust.\',u\'name\': u\'PCO_NAME\', u\'type\': u\'string\', u\'format\': u\'default\'},{u\'title\': u\'Primary Care Organisation Code\',u\'description\': u\'The unique code used to refer to a Primary Care Organisation.\',u\'name\': u\'PCO_CODE\', u\'type\': u\'string\', u\'format\': u\'default\'},{u\'title\': u\'Practice Name\',u\'description\': u\'The name of an organisation that employs one or more prescribers who issue prescriptions that may be dispensed in the community. For example:a GP Practice, an Out-of-Hours service, a hospital department within an NHS Trust.\',u\'name\': u\'PRACTICE_NAME\', u\'type\': u\'string\', u\'format\': u\'default\'},{u\'title\': u\'Practice Code\',u\'description\': u\'The unique code used to refer to a Practice.\',u\'name\': u\'PRACTICE_CODE\', u\'type\': u\'string\', u\'format\': u\'default\'},{u\'title\': u\'Address Field 1\',u\'description\': u\'The Address used by a Practice. This data is supplied by Primary Care Support England (PSCE), NHS England ICBs or the SICBL, whenever a new practice is opened or if a change of details is required.\',u\'name\': u\'ADDRESS_1\', u\'type\': u\'string\', u\'format\': u\'default\'},{u\'title\': u\'Address Field 2\',u\'description\': u\'The Address used by a Practice. This data is supplied by Primary Care Support England (PSCE), NHS England ICBs or the SICBL, whenever a new practice is opened or if a change of details is required.\',u\'name\': u\'ADDRESS_2\', u\'type\': u\'string\', u\'format\': u\'default\'},{u\'title\': u\'Address Field 3\',u\'description\': u\'The Address used by a Practice. This data is supplied by Primary Care Support England (PSCE), NHS England ICBs or the SICBL, whenever a new practice is opened or if a change of details is required.\',u\'name\': u\'ADDRESS_3\', u\'type\': u\'string\', u\'format\': u\'default\'},{u\'title\': u\'Address Field 4\',u\'description\': u\'The Address used by a Practice. This data is supplied by Primary Care Support England (PSCE), NHS England ICBs or the SICBL, whenever a new practice is opened or if a change of details is required.\',u\'name\': u\'ADDRESS_4\', u\'type\': u\'string\', u\'format\': u\'default\'},{u\'title\': u\'Post Code\',u\'description\': u\'The Address used by a Practice. This data is supplied by Primary Care Support England (PSCE), NHS England ICBs or the SICBL, whenever a new practice is opened or if a change of details is required.\',u\'name\': u\'POSTCODE\', u\'type\': u\'string\', u\'format\': u\'default\'},{u\'title\': u\'British National Formulary (BNF) Chemical Substance Code\',u\'description\': u\'A unique code used to refer to a BNF Chemical Substance.For example, 0501013B0\',u\'name\': u\'BNF_CHEMICAL_SUBSTANCE\', u\'type\': u\'string\', u\'format\': u\'default\'},{u\'title\': u\'British National Formulary (BNF) Chemical Substance Description\',u\'description\': u\'The name of the main active ingredient in a drug or the type of an appliance. Determined by the British National Formulatory (BNF) for drugs, or the NHS BSA for appliances. For example, Amoxicillin\',u\'name\': u\'CHEMICAL_SUBSTANCE_BNF_DESCR\', u\'type\': u\'string\', u\'format\': u\'default\'},{u\'title\': u\'British National Formulary (BNF) Code\',u\'description\': u\'The unique code used to refer to a BNF Presentation. For example, 0501013B0AAABAB\',u\'name\': u\'BNF_CODE\', u\'type\': u\'string\', u\'format\': u\'default\'},{u\'title\': u\'British National Formulary (BNF) Description\',u\'description\': u\'The name given to the specific type, strength, and formulation of a drug; or, the specific type of an appliance. For example, Amoxicillin 500mg capsules\',u\'name\': u\'BNF_DESCRIPTION\', u\'type\': u\'string\', u\'format\': u\'default\'},{u\'title\': u\'British National Formulary (BNF) Description\',u\'description\': u\'The name given to a British National Formulatory (BNF) Chapter that includes the prescribed product. Includes the numerical code used to refer to the chapter.For example, 05: Infections\',u\'name\': u\'BNF_CHAPTER_PLUS_CODE\', u\'type\': u\'string\', u\'format\': u\'default\'},{u\'title\': u\'Quantity\',u\'description\': u\'The quantity of a medicine, dressing or appliance for which an individual item was prescribed and dispensed, for each BNF Presentation. This represents a pseudo pack size, to illustrate the typical range of prescribed quantities of a given presentation. For example, a quantity of 28 for Amoxicillin 500mg capsules means that the pack size dispensed was 28 capsules.\',u\'name\': u\'QUANTITY\', u\'type\': u\'number\', u\'format\': u\'default\'},{u\'title\': u\'Items\',u\'description\': u\'The number of times a product appears on a prescription form. Prescription forms include both paper prescriptions and electronic messages.\',u\'name\': u\'ITEMS\', u\'type\': u\'number\', u\'format\': u\'default\'},{u\'title\': u\'Total Quantity\',u\'description\': u\'The total quantity of a drug or appliance that was prescribed.This is calculated by multiplying Quantity by Items. For example, if 2 items of Amoxicillin 500mg capsules with a quantity of 28 were prescribed, total quantity will be 56.\',u\'name\': u\'TOTAL_QUANTITY\', u\'type\': u\'number\', u\'format\': u\'default\'},{u\'title\': u\'Average Daily Quantity (ADQ)\',u\'description\': u\'Average Daily Quantity (ADQ) is the typical daily dose of a medication, prescribed to adult patients by GP Practices.This field shows the quantity prescribed multiplied by the strength, which is then divided by the Average Daily Quantity value.\',u\'name\': u\'ADQUSAGE\', u\'type\': u\'number\', u\'format\': u\'default\'},{u\'title\': u\'Net Ingredient Cost (NIC)\',u\'description\': u\'In GBP. The amount that would be paid using the basic price of the prescribed drug or appliance and the quantity prescribed.Sometimes called the "Net Ingredient Cost" (NIC).The basic price is given either in the Drug Tariff or is determined from prices published by manufacturers, wholesalers or suppliers. Basic price is set out in Parts 8 and 9 of the Drug Tariff. For any drugs or appliances not in Part 8, the price is usually taken from the manufacturer, wholesaler or supplier of the product.\',u\'name\': u\'NIC\', u\'type\': u\'number\', u\'format\': u\'default\'},{u\'title\': u\'Actual Cost\',u\'description\': u\'In GBP. The basic cost after adjustment for the national average discount and some payments to the dispenser.See notes for details of the calculation. The calculation is:Net Ingredient Cost - National Average Discount Percentage + (payment for consumables + out of pocket expenses + payment for containers)\',u\'name\': u\'ACTUAL_COST\', u\'type\': u\'number\', u\'format\': u\'default\'},{u\'title\': u\'Unidentified\',u\'description\': u\'This field shows data from prescription forms that could not be allocated to a Practice. Please see the guidance notes for a more detailed explanation of this field, and its uses.\',u\'name\': u\'UNIDENTIFIED\', u\'type\': u\'string\', u\'format\': u\'default\'},{u\'title\': u\'Presentation SNOMED code\',u\'description\': u\'A SNOMED CT (Systemised Nomenclature of Medicine Clinical Terms) is a clinical vocabulary readable by computers. The SNOMED code contained within the data is a unique identifier for each Medicinal Product (both VMP and AMP level). The identifier will not be re-used and or allocated to another presentation.\',u\'name\': u\'SNOMED_CODE\', u\'type\': u\'number\', u\'format\': u\'default\'}], u\'missingValues\': [u\'\']}', 'bq_table_name': 'EPD_SNOMED_202212', 'hash': '0a2244cca47ff531e5d9c15ac2c0a97593e670c37cee0e99ff162891539da372', 'description': '', 'format': 'CSV', 'mimetype_inner': None, 'url_type': 'upload', 'mimetype': 'text/csv', 'cache_url': None, 'name': 'EPD_SNOMED_202212', 'created': '2023-02-17T14:34:24.173899', 'url': 'https://opendata.nhsbsa.net/dataset/906115a6-4155-44be-8b81-f8e83cebfb84/resource/1bbb5c17-f4d8-420f-99e1-eee62f89d695/download/epd_snomed_202212.csv', 'last_modified': '2023-02-17T14:34:23.961789', 'position': 25, 'revision_id': 'aed266fd-d148-4149-ac32-1063af92a5e4', 'resource_type': None}, {'cache_last_updated': None, 'package_id': '906115a6-4155-44be-8b81-f8e83cebfb84', 'datastore_active': 'true', 'id': '3c10b73c-a9ea-4896-b7d2-54ca1ca0690f', 'size': 7170413889, 'title': 'English Prescribing Dataset (EPD) with SNOMED code - Jan 2023', 'restricted': '{level: public}', 'encoding': 'utf8', 'state': 'active', 'sha256': '9c69bc04bd57bb68fc5a7425516546cc4cc0c22717a18b4fb876587a3b1694eb', 'zip_url': 'https://83025b28472d6aa2bf5ae59f3724aa78.eu.r2.cloudflarestorage.com/dx-nhs-production/DATOPIAN_DATA/EPD_SNOMED_202301.ZIP?response-content-disposition=filename%3DEPD_SNOMED_202301.ZIP&X-Amz-Algorithm=AWS4-HMAC-SHA256&X-Amz-Expires=3600&X-Amz-Credential=d1d532dd4244a61845b7ea3d94bcd4d9%2F20240528%2Fus-east-1%2Fs3%2Faws4_request&X-Amz-SignedHeaders=host&X-Amz-Date=20240528T140250Z&X-Amz-Signature=ba918237e1322fc77350f614d1822157c90b1e702f25ad1e8dcb03169896ee3f', 'lfs_prefix': 'experimental-data-sets/english-prescribing-dataset-epd-with-snomed-code', 'schema': '{u\'fields\': [{u\'title\': u\'Year and Month as YYYYMM\',u\'description\': u\'Example: 201401\',u\'name\': u\'YEAR_MONTH\', u\'type\': u\'number\', u\'format\': u\'default\'},{u\'title\': u\'Regional Office Name\',u\'description\': u\'The name given to a geographical region by NHS England. Each region supports local systems to provide more joined up and care for patients.\',u\'name\': u\'REGIONAL_OFFICE_NAME\', u\'type\': u\'string\', u\'format\': u\'default\'},{u\'title\': u\'Regional Office Code\',u\'description\': u\'The unique code used to refer to a Regional Office.\',u\'name\': u\'REGIONAL_OFFICE_CODE\', u\'type\': u\'string\', u\'format\': u\'default\'},{u\'title\': u\'Integrated Care Board (ICB) Name\',u\'description\': u\'The name given to a geographical statutory organisation by NHS England that is a smaller division of a Region.\',u\'name\': u\'ICB_NAME\', u\'type\': u\'string\', u\'format\': u\'default\'},{u\'title\': u\'Integrated Care Board (ICB) Code\',u\'description\': u\'The unique code used to refer to an ICB.\',u\'name\': u\'ICB_CODE\', u\'type\': u\'string\', u\'format\': u\'default\'},{u\'title\': u\'Primary Care Organisation Name\',u\'description\': u\'An NHS organisation that commissions or provides care services involving prescriptions that are dispensed in the community. For example: a Sub Integrated Care Board Location (SICBL), an NHS Trust.\',u\'name\': u\'PCO_NAME\', u\'type\': u\'string\', u\'format\': u\'default\'},{u\'title\': u\'Primary Care Organisation Code\',u\'description\': u\'The unique code used to refer to a Primary Care Organisation.\',u\'name\': u\'PCO_CODE\', u\'type\': u\'string\', u\'format\': u\'default\'},{u\'title\': u\'Practice Name\',u\'description\': u\'The name of an organisation that employs one or more prescribers who issue prescriptions that may be dispensed in the community. For example:a GP Practice, an Out-of-Hours service, a hospital department within an NHS Trust.\',u\'name\': u\'PRACTICE_NAME\', u\'type\': u\'string\', u\'format\': u\'default\'},{u\'title\': u\'Practice Code\',u\'description\': u\'The unique code used to refer to a Practice.\',u\'name\': u\'PRACTICE_CODE\', u\'type\': u\'string\', u\'format\': u\'default\'},{u\'title\': u\'Address Field 1\',u\'description\': u\'The Address used by a Practice. This data is supplied by Primary Care Support England (PSCE), NHS England ICBs or the SICBL, whenever a new practice is opened or if a change of details is required.\',u\'name\': u\'ADDRESS_1\', u\'type\': u\'string\', u\'format\': u\'default\'},{u\'title\': u\'Address Field 2\',u\'description\': u\'The Address used by a Practice. This data is supplied by Primary Care Support England (PSCE), NHS England ICBs or the SICBL, whenever a new practice is opened or if a change of details is required.\',u\'name\': u\'ADDRESS_2\', u\'type\': u\'string\', u\'format\': u\'default\'},{u\'title\': u\'Address Field 3\',u\'description\': u\'The Address used by a Practice. This data is supplied by Primary Care Support England (PSCE), NHS England ICBs or the SICBL, whenever a new practice is opened or if a change of details is required.\',u\'name\': u\'ADDRESS_3\', u\'type\': u\'string\', u\'format\': u\'default\'},{u\'title\': u\'Address Field 4\',u\'description\': u\'The Address used by a Practice. This data is supplied by Primary Care Support England (PSCE), NHS England ICBs or the SICBL, whenever a new practice is opened or if a change of details is required.\',u\'name\': u\'ADDRESS_4\', u\'type\': u\'string\', u\'format\': u\'default\'},{u\'title\': u\'Post Code\',u\'description\': u\'The Address used by a Practice. This data is supplied by Primary Care Support England (PSCE), NHS England ICBs or the SICBL, whenever a new practice is opened or if a change of details is required.\',u\'name\': u\'POSTCODE\', u\'type\': u\'string\', u\'format\': u\'default\'},{u\'title\': u\'British National Formulary (BNF) Chemical Substance Code\',u\'description\': u\'A unique code used to refer to a BNF Chemical Substance.For example, 0501013B0\',u\'name\': u\'BNF_CHEMICAL_SUBSTANCE\', u\'type\': u\'string\', u\'format\': u\'default\'},{u\'title\': u\'British National Formulary (BNF) Chemical Substance Description\',u\'description\': u\'The name of the main active ingredient in a drug or the type of an appliance. Determined by the British National Formulatory (BNF) for drugs, or the NHS BSA for appliances. For example, Amoxicillin\',u\'name\': u\'CHEMICAL_SUBSTANCE_BNF_DESCR\', u\'type\': u\'string\', u\'format\': u\'default\'},{u\'title\': u\'British National Formulary (BNF) Code\',u\'description\': u\'The unique code used to refer to a BNF Presentation. For example, 0501013B0AAABAB\',u\'name\': u\'BNF_CODE\', u\'type\': u\'string\', u\'format\': u\'default\'},{u\'title\': u\'British National Formulary (BNF) Description\',u\'description\': u\'The name given to the specific type, strength, and formulation of a drug; or, the specific type of an appliance. For example, Amoxicillin 500mg capsules\',u\'name\': u\'BNF_DESCRIPTION\', u\'type\': u\'string\', u\'format\': u\'default\'},{u\'title\': u\'British National Formulary (BNF) Description\',u\'description\': u\'The name given to a British National Formulatory (BNF) Chapter that includes the prescribed product. Includes the numerical code used to refer to the chapter.For example, 05: Infections\',u\'name\': u\'BNF_CHAPTER_PLUS_CODE\', u\'type\': u\'string\', u\'format\': u\'default\'},{u\'title\': u\'Quantity\',u\'description\': u\'The quantity of a medicine, dressing or appliance for which an individual item was prescribed and dispensed, for each BNF Presentation. This represents a pseudo pack size, to illustrate the typical range of prescribed quantities of a given presentation. For example, a quantity of 28 for Amoxicillin 500mg capsules means that the pack size dispensed was 28 capsules.\',u\'name\': u\'QUANTITY\', u\'type\': u\'number\', u\'format\': u\'default\'},{u\'title\': u\'Items\',u\'description\': u\'The number of times a product appears on a prescription form. Prescription forms include both paper prescriptions and electronic messages.\',u\'name\': u\'ITEMS\', u\'type\': u\'number\', u\'format\': u\'default\'},{u\'title\': u\'Total Quantity\',u\'description\': u\'The total quantity of a drug or appliance that was prescribed.This is calculated by multiplying Quantity by Items. For example, if 2 items of Amoxicillin 500mg capsules with a quantity of 28 were prescribed, total quantity will be 56.\',u\'name\': u\'TOTAL_QUANTITY\', u\'type\': u\'number\', u\'format\': u\'default\'},{u\'title\': u\'Average Daily Quantity (ADQ)\',u\'description\': u\'Average Daily Quantity (ADQ) is the typical daily dose of a medication, prescribed to adult patients by GP Practices.This field shows the quantity prescribed multiplied by the strength, which is then divided by the Average Daily Quantity value.\',u\'name\': u\'ADQUSAGE\', u\'type\': u\'number\', u\'format\': u\'default\'},{u\'title\': u\'Net Ingredient Cost (NIC)\',u\'description\': u\'In GBP. The amount that would be paid using the basic price of the prescribed drug or appliance and the quantity prescribed.Sometimes called the "Net Ingredient Cost" (NIC).The basic price is given either in the Drug Tariff or is determined from prices published by manufacturers, wholesalers or suppliers. Basic price is set out in Parts 8 and 9 of the Drug Tariff. For any drugs or appliances not in Part 8, the price is usually taken from the manufacturer, wholesaler or supplier of the product.\',u\'name\': u\'NIC\', u\'type\': u\'number\', u\'format\': u\'default\'},{u\'title\': u\'Actual Cost\',u\'description\': u\'In GBP. The basic cost after adjustment for the national average discount and some payments to the dispenser.See notes for details of the calculation. The calculation is:Net Ingredient Cost - National Average Discount Percentage + (payment for consumables + out of pocket expenses + payment for containers)\',u\'name\': u\'ACTUAL_COST\', u\'type\': u\'number\', u\'format\': u\'default\'},{u\'title\': u\'Unidentified\',u\'description\': u\'This field shows data from prescription forms that could not be allocated to a Practice. Please see the guidance notes for a more detailed explanation of this field, and its uses.\',u\'name\': u\'UNIDENTIFIED\', u\'type\': u\'string\', u\'format\': u\'default\'},{u\'title\': u\'Presentation SNOMED code\',u\'description\': u\'A SNOMED CT (Systemised Nomenclature of Medicine Clinical Terms) is a clinical vocabulary readable by computers. The SNOMED code contained within the data is a unique identifier for each Medicinal Product (both VMP and AMP level). The identifier will not be re-used and or allocated to another presentation.\',u\'name\': u\'SNOMED_CODE\', u\'type\': u\'number\', u\'format\': u\'default\'}], u\'missingValues\': [u\'\']}', 'bq_table_name': 'EPD_SNOMED_202301', 'hash': '9c69bc04bd57bb68fc5a7425516546cc4cc0c22717a18b4fb876587a3b1694eb', 'description': '', 'format': 'CSV', 'mimetype_inner': None, 'url_type': 'upload', 'mimetype': 'text/csv', 'cache_url': None, 'name': 'EPD_SNOMED_202301', 'created': '2023-03-21T17:08:49.882709', 'url': 'https://opendata.nhsbsa.net/dataset/906115a6-4155-44be-8b81-f8e83cebfb84/resource/3c10b73c-a9ea-4896-b7d2-54ca1ca0690f/download/epd_snomed_202301.csv', 'last_modified': '2023-03-21T17:08:49.732393', 'position': 26, 'revision_id': 'aed266fd-d148-4149-ac32-1063af92a5e4', 'resource_type': None}, {'cache_last_updated': None, 'package_id': '906115a6-4155-44be-8b81-f8e83cebfb84', 'datastore_active': 'true', 'id': '0c8a9186-d1e6-4c7a-9f20-80540cdcab2e', 'size': 6925972926, 'title': 'English Prescribing Dataset (EPD) with SNOMED code - Feb 2023', 'restricted': '{level: public}', 'encoding': 'utf8', 'state': 'active', 'sha256': 'c4e2b9f7df5e8fae3fb6cd86d4411afca71f09a20d08ca03aff55bb980d5fcab', 'zip_url': 'https://83025b28472d6aa2bf5ae59f3724aa78.eu.r2.cloudflarestorage.com/dx-nhs-production/DATOPIAN_DATA/EPD_SNOMED_202302.ZIP?response-content-disposition=filename%3DEPD_SNOMED_202302.ZIP&X-Amz-Algorithm=AWS4-HMAC-SHA256&X-Amz-Expires=3600&X-Amz-Credential=d1d532dd4244a61845b7ea3d94bcd4d9%2F20240528%2Fus-east-1%2Fs3%2Faws4_request&X-Amz-SignedHeaders=host&X-Amz-Date=20240528T140250Z&X-Amz-Signature=53f2cd5812851b84e4094be64b4aaf47de9e587fc92f8087680e1c9e5752a255', 'lfs_prefix': 'experimental-data-sets/english-prescribing-dataset-epd-with-snomed-code', 'schema': '{u\'fields\': [{u\'title\': u\'Year and Month as YYYYMM\',u\'description\': u\'Example: 201401\',u\'name\': u\'YEAR_MONTH\', u\'type\': u\'number\', u\'format\': u\'default\'},{u\'title\': u\'Regional Office Name\',u\'description\': u\'The name given to a geographical region by NHS England. Each region supports local systems to provide more joined up and care for patients.\',u\'name\': u\'REGIONAL_OFFICE_NAME\', u\'type\': u\'string\', u\'format\': u\'default\'},{u\'title\': u\'Regional Office Code\',u\'description\': u\'The unique code used to refer to a Regional Office.\',u\'name\': u\'REGIONAL_OFFICE_CODE\', u\'type\': u\'string\', u\'format\': u\'default\'},{u\'title\': u\'Integrated Care Board (ICB) Name\',u\'description\': u\'The name given to a geographical statutory organisation by NHS England that is a smaller division of a Region.\',u\'name\': u\'ICB_NAME\', u\'type\': u\'string\', u\'format\': u\'default\'},{u\'title\': u\'Integrated Care Board (ICB) Code\',u\'description\': u\'The unique code used to refer to an ICB.\',u\'name\': u\'ICB_CODE\', u\'type\': u\'string\', u\'format\': u\'default\'},{u\'title\': u\'Primary Care Organisation Name\',u\'description\': u\'An NHS organisation that commissions or provides care services involving prescriptions that are dispensed in the community. For example: a Sub Integrated Care Board Location (SICBL), an NHS Trust.\',u\'name\': u\'PCO_NAME\', u\'type\': u\'string\', u\'format\': u\'default\'},{u\'title\': u\'Primary Care Organisation Code\',u\'description\': u\'The unique code used to refer to a Primary Care Organisation.\',u\'name\': u\'PCO_CODE\', u\'type\': u\'string\', u\'format\': u\'default\'},{u\'title\': u\'Practice Name\',u\'description\': u\'The name of an organisation that employs one or more prescribers who issue prescriptions that may be dispensed in the community. For example:a GP Practice, an Out-of-Hours service, a hospital department within an NHS Trust.\',u\'name\': u\'PRACTICE_NAME\', u\'type\': u\'string\', u\'format\': u\'default\'},{u\'title\': u\'Practice Code\',u\'description\': u\'The unique code used to refer to a Practice.\',u\'name\': u\'PRACTICE_CODE\', u\'type\': u\'string\', u\'format\': u\'default\'},{u\'title\': u\'Address Field 1\',u\'description\': u\'The Address used by a Practice. This data is supplied by Primary Care Support England (PSCE), NHS England ICBs or the SICBL, whenever a new practice is opened or if a change of details is required.\',u\'name\': u\'ADDRESS_1\', u\'type\': u\'string\', u\'format\': u\'default\'},{u\'title\': u\'Address Field 2\',u\'description\': u\'The Address used by a Practice. This data is supplied by Primary Care Support England (PSCE), NHS England ICBs or the SICBL, whenever a new practice is opened or if a change of details is required.\',u\'name\': u\'ADDRESS_2\', u\'type\': u\'string\', u\'format\': u\'default\'},{u\'title\': u\'Address Field 3\',u\'description\': u\'The Address used by a Practice. This data is supplied by Primary Care Support England (PSCE), NHS England ICBs or the SICBL, whenever a new practice is opened or if a change of details is required.\',u\'name\': u\'ADDRESS_3\', u\'type\': u\'string\', u\'format\': u\'default\'},{u\'title\': u\'Address Field 4\',u\'description\': u\'The Address used by a Practice. This data is supplied by Primary Care Support England (PSCE), NHS England ICBs or the SICBL, whenever a new practice is opened or if a change of details is required.\',u\'name\': u\'ADDRESS_4\', u\'type\': u\'string\', u\'format\': u\'default\'},{u\'title\': u\'Post Code\',u\'description\': u\'The Address used by a Practice. This data is supplied by Primary Care Support England (PSCE), NHS England ICBs or the SICBL, whenever a new practice is opened or if a change of details is required.\',u\'name\': u\'POSTCODE\', u\'type\': u\'string\', u\'format\': u\'default\'},{u\'title\': u\'British National Formulary (BNF) Chemical Substance Code\',u\'description\': u\'A unique code used to refer to a BNF Chemical Substance.For example, 0501013B0\',u\'name\': u\'BNF_CHEMICAL_SUBSTANCE\', u\'type\': u\'string\', u\'format\': u\'default\'},{u\'title\': u\'British National Formulary (BNF) Chemical Substance Description\',u\'description\': u\'The name of the main active ingredient in a drug or the type of an appliance. Determined by the British National Formulatory (BNF) for drugs, or the NHS BSA for appliances. For example, Amoxicillin\',u\'name\': u\'CHEMICAL_SUBSTANCE_BNF_DESCR\', u\'type\': u\'string\', u\'format\': u\'default\'},{u\'title\': u\'British National Formulary (BNF) Code\',u\'description\': u\'The unique code used to refer to a BNF Presentation. For example, 0501013B0AAABAB\',u\'name\': u\'BNF_CODE\', u\'type\': u\'string\', u\'format\': u\'default\'},{u\'title\': u\'British National Formulary (BNF) Description\',u\'description\': u\'The name given to the specific type, strength, and formulation of a drug; or, the specific type of an appliance. For example, Amoxicillin 500mg capsules\',u\'name\': u\'BNF_DESCRIPTION\', u\'type\': u\'string\', u\'format\': u\'default\'},{u\'title\': u\'British National Formulary (BNF) Description\',u\'description\': u\'The name given to a British National Formulatory (BNF) Chapter that includes the prescribed product. Includes the numerical code used to refer to the chapter.For example, 05: Infections\',u\'name\': u\'BNF_CHAPTER_PLUS_CODE\', u\'type\': u\'string\', u\'format\': u\'default\'},{u\'title\': u\'Quantity\',u\'description\': u\'The quantity of a medicine, dressing or appliance for which an individual item was prescribed and dispensed, for each BNF Presentation. This represents a pseudo pack size, to illustrate the typical range of prescribed quantities of a given presentation. For example, a quantity of 28 for Amoxicillin 500mg capsules means that the pack size dispensed was 28 capsules.\',u\'name\': u\'QUANTITY\', u\'type\': u\'number\', u\'format\': u\'default\'},{u\'title\': u\'Items\',u\'description\': u\'The number of times a product appears on a prescription form. Prescription forms include both paper prescriptions and electronic messages.\',u\'name\': u\'ITEMS\', u\'type\': u\'number\', u\'format\': u\'default\'},{u\'title\': u\'Total Quantity\',u\'description\': u\'The total quantity of a drug or appliance that was prescribed.This is calculated by multiplying Quantity by Items. For example, if 2 items of Amoxicillin 500mg capsules with a quantity of 28 were prescribed, total quantity will be 56.\',u\'name\': u\'TOTAL_QUANTITY\', u\'type\': u\'number\', u\'format\': u\'default\'},{u\'title\': u\'Average Daily Quantity (ADQ)\',u\'description\': u\'Average Daily Quantity (ADQ) is the typical daily dose of a medication, prescribed to adult patients by GP Practices.This field shows the quantity prescribed multiplied by the strength, which is then divided by the Average Daily Quantity value.\',u\'name\': u\'ADQUSAGE\', u\'type\': u\'number\', u\'format\': u\'default\'},{u\'title\': u\'Net Ingredient Cost (NIC)\',u\'description\': u\'In GBP. The amount that would be paid using the basic price of the prescribed drug or appliance and the quantity prescribed.Sometimes called the "Net Ingredient Cost" (NIC).The basic price is given either in the Drug Tariff or is determined from prices published by manufacturers, wholesalers or suppliers. Basic price is set out in Parts 8 and 9 of the Drug Tariff. For any drugs or appliances not in Part 8, the price is usually taken from the manufacturer, wholesaler or supplier of the product.\',u\'name\': u\'NIC\', u\'type\': u\'number\', u\'format\': u\'default\'},{u\'title\': u\'Actual Cost\',u\'description\': u\'In GBP. The basic cost after adjustment for the national average discount and some payments to the dispenser.See notes for details of the calculation. The calculation is:Net Ingredient Cost - National Average Discount Percentage + (payment for consumables + out of pocket expenses + payment for containers)\',u\'name\': u\'ACTUAL_COST\', u\'type\': u\'number\', u\'format\': u\'default\'},{u\'title\': u\'Unidentified\',u\'description\': u\'This field shows data from prescription forms that could not be allocated to a Practice. Please see the guidance notes for a more detailed explanation of this field, and its uses.\',u\'name\': u\'UNIDENTIFIED\', u\'type\': u\'string\', u\'format\': u\'default\'},{u\'title\': u\'Presentation SNOMED code\',u\'description\': u\'A SNOMED CT (Systemised Nomenclature of Medicine Clinical Terms) is a clinical vocabulary readable by computers. The SNOMED code contained within the data is a unique identifier for each Medicinal Product (both VMP and AMP level). The identifier will not be re-used and or allocated to another presentation.\',u\'name\': u\'SNOMED_CODE\', u\'type\': u\'number\', u\'format\': u\'default\'}], u\'missingValues\': [u\'\']}', 'bq_table_name': 'EPD_SNOMED_202302', 'hash': 'c4e2b9f7df5e8fae3fb6cd86d4411afca71f09a20d08ca03aff55bb980d5fcab', 'description': '', 'format': 'CSV', 'mimetype_inner': None, 'url_type': 'upload', 'mimetype': 'text/csv', 'cache_url': None, 'name': 'EPD_SNOMED_202302', 'created': '2023-04-17T17:13:08.048756', 'url': 'https://opendata.nhsbsa.net/dataset/906115a6-4155-44be-8b81-f8e83cebfb84/resource/0c8a9186-d1e6-4c7a-9f20-80540cdcab2e/download/epd_snomed_202302.csv', 'last_modified': '2023-04-17T17:13:07.892513', 'position': 27, 'revision_id': 'aed266fd-d148-4149-ac32-1063af92a5e4', 'resource_type': None}, {'cache_last_updated': None, 'package_id': '906115a6-4155-44be-8b81-f8e83cebfb84', 'datastore_active': 'true', 'id': '38fae90e-67b4-41f9-9d2e-714e040b699f', 'size': 7304478241, 'title': 'English Prescribing Dataset (EPD) with SNOMED code - Mar 2023', 'restricted': '{level: public}', 'encoding': 'utf8', 'state': 'active', 'sha256': '90126ca7c5ad6ebfedbb7b6f8e88ae8c1344d65c814b6a8774896dca1dc94422', 'zip_url': 'https://83025b28472d6aa2bf5ae59f3724aa78.eu.r2.cloudflarestorage.com/dx-nhs-production/DATOPIAN_DATA/EPD_SNOMED_202303.ZIP?response-content-disposition=filename%3DEPD_SNOMED_202303.ZIP&X-Amz-Algorithm=AWS4-HMAC-SHA256&X-Amz-Expires=3600&X-Amz-Credential=d1d532dd4244a61845b7ea3d94bcd4d9%2F20240528%2Fus-east-1%2Fs3%2Faws4_request&X-Amz-SignedHeaders=host&X-Amz-Date=20240528T140250Z&X-Amz-Signature=7addd05364841f1d613df883708314f7e30af9cf05fb0e64a281ce29db3ff1c2', 'lfs_prefix': 'experimental-data-sets/english-prescribing-dataset-epd-with-snomed-code', 'schema': '{u\'fields\': [{u\'title\': u\'Year and Month as YYYYMM\',u\'description\': u\'Example: 201401\',u\'name\': u\'YEAR_MONTH\', u\'type\': u\'number\', u\'format\': u\'default\'},{u\'title\': u\'Regional Office Name\',u\'description\': u\'The name given to a geographical region by NHS England. Each region supports local systems to provide more joined up and care for patients.\',u\'name\': u\'REGIONAL_OFFICE_NAME\', u\'type\': u\'string\', u\'format\': u\'default\'},{u\'title\': u\'Regional Office Code\',u\'description\': u\'The unique code used to refer to a Regional Office.\',u\'name\': u\'REGIONAL_OFFICE_CODE\', u\'type\': u\'string\', u\'format\': u\'default\'},{u\'title\': u\'Integrated Care Board (ICB) Name\',u\'description\': u\'The name given to a geographical statutory organisation by NHS England that is a smaller division of a Region.\',u\'name\': u\'ICB_NAME\', u\'type\': u\'string\', u\'format\': u\'default\'},{u\'title\': u\'Integrated Care Board (ICB) Code\',u\'description\': u\'The unique code used to refer to an ICB.\',u\'name\': u\'ICB_CODE\', u\'type\': u\'string\', u\'format\': u\'default\'},{u\'title\': u\'Primary Care Organisation Name\',u\'description\': u\'An NHS organisation that commissions or provides care services involving prescriptions that are dispensed in the community. For example: a Sub Integrated Care Board Location (SICBL), an NHS Trust.\',u\'name\': u\'PCO_NAME\', u\'type\': u\'string\', u\'format\': u\'default\'},{u\'title\': u\'Primary Care Organisation Code\',u\'description\': u\'The unique code used to refer to a Primary Care Organisation.\',u\'name\': u\'PCO_CODE\', u\'type\': u\'string\', u\'format\': u\'default\'},{u\'title\': u\'Practice Name\',u\'description\': u\'The name of an organisation that employs one or more prescribers who issue prescriptions that may be dispensed in the community. For example:a GP Practice, an Out-of-Hours service, a hospital department within an NHS Trust.\',u\'name\': u\'PRACTICE_NAME\', u\'type\': u\'string\', u\'format\': u\'default\'},{u\'title\': u\'Practice Code\',u\'description\': u\'The unique code used to refer to a Practice.\',u\'name\': u\'PRACTICE_CODE\', u\'type\': u\'string\', u\'format\': u\'default\'},{u\'title\': u\'Address Field 1\',u\'description\': u\'The Address used by a Practice. This data is supplied by Primary Care Support England (PSCE), NHS England ICBs or the SICBL, whenever a new practice is opened or if a change of details is required.\',u\'name\': u\'ADDRESS_1\', u\'type\': u\'string\', u\'format\': u\'default\'},{u\'title\': u\'Address Field 2\',u\'description\': u\'The Address used by a Practice. This data is supplied by Primary Care Support England (PSCE), NHS England ICBs or the SICBL, whenever a new practice is opened or if a change of details is required.\',u\'name\': u\'ADDRESS_2\', u\'type\': u\'string\', u\'format\': u\'default\'},{u\'title\': u\'Address Field 3\',u\'description\': u\'The Address used by a Practice. This data is supplied by Primary Care Support England (PSCE), NHS England ICBs or the SICBL, whenever a new practice is opened or if a change of details is required.\',u\'name\': u\'ADDRESS_3\', u\'type\': u\'string\', u\'format\': u\'default\'},{u\'title\': u\'Address Field 4\',u\'description\': u\'The Address used by a Practice. This data is supplied by Primary Care Support England (PSCE), NHS England ICBs or the SICBL, whenever a new practice is opened or if a change of details is required.\',u\'name\': u\'ADDRESS_4\', u\'type\': u\'string\', u\'format\': u\'default\'},{u\'title\': u\'Post Code\',u\'description\': u\'The Address used by a Practice. This data is supplied by Primary Care Support England (PSCE), NHS England ICBs or the SICBL, whenever a new practice is opened or if a change of details is required.\',u\'name\': u\'POSTCODE\', u\'type\': u\'string\', u\'format\': u\'default\'},{u\'title\': u\'British National Formulary (BNF) Chemical Substance Code\',u\'description\': u\'A unique code used to refer to a BNF Chemical Substance.For example, 0501013B0\',u\'name\': u\'BNF_CHEMICAL_SUBSTANCE\', u\'type\': u\'string\', u\'format\': u\'default\'},{u\'title\': u\'British National Formulary (BNF) Chemical Substance Description\',u\'description\': u\'The name of the main active ingredient in a drug or the type of an appliance. Determined by the British National Formulatory (BNF) for drugs, or the NHS BSA for appliances. For example, Amoxicillin\',u\'name\': u\'CHEMICAL_SUBSTANCE_BNF_DESCR\', u\'type\': u\'string\', u\'format\': u\'default\'},{u\'title\': u\'British National Formulary (BNF) Code\',u\'description\': u\'The unique code used to refer to a BNF Presentation. For example, 0501013B0AAABAB\',u\'name\': u\'BNF_CODE\', u\'type\': u\'string\', u\'format\': u\'default\'},{u\'title\': u\'British National Formulary (BNF) Description\',u\'description\': u\'The name given to the specific type, strength, and formulation of a drug; or, the specific type of an appliance. For example, Amoxicillin 500mg capsules\',u\'name\': u\'BNF_DESCRIPTION\', u\'type\': u\'string\', u\'format\': u\'default\'},{u\'title\': u\'British National Formulary (BNF) Description\',u\'description\': u\'The name given to a British National Formulatory (BNF) Chapter that includes the prescribed product. Includes the numerical code used to refer to the chapter.For example, 05: Infections\',u\'name\': u\'BNF_CHAPTER_PLUS_CODE\', u\'type\': u\'string\', u\'format\': u\'default\'},{u\'title\': u\'Quantity\',u\'description\': u\'The quantity of a medicine, dressing or appliance for which an individual item was prescribed and dispensed, for each BNF Presentation. This represents a pseudo pack size, to illustrate the typical range of prescribed quantities of a given presentation. For example, a quantity of 28 for Amoxicillin 500mg capsules means that the pack size dispensed was 28 capsules.\',u\'name\': u\'QUANTITY\', u\'type\': u\'number\', u\'format\': u\'default\'},{u\'title\': u\'Items\',u\'description\': u\'The number of times a product appears on a prescription form. Prescription forms include both paper prescriptions and electronic messages.\',u\'name\': u\'ITEMS\', u\'type\': u\'number\', u\'format\': u\'default\'},{u\'title\': u\'Total Quantity\',u\'description\': u\'The total quantity of a drug or appliance that was prescribed.This is calculated by multiplying Quantity by Items. For example, if 2 items of Amoxicillin 500mg capsules with a quantity of 28 were prescribed, total quantity will be 56.\',u\'name\': u\'TOTAL_QUANTITY\', u\'type\': u\'number\', u\'format\': u\'default\'},{u\'title\': u\'Average Daily Quantity (ADQ)\',u\'description\': u\'Average Daily Quantity (ADQ) is the typical daily dose of a medication, prescribed to adult patients by GP Practices.This field shows the quantity prescribed multiplied by the strength, which is then divided by the Average Daily Quantity value.\',u\'name\': u\'ADQUSAGE\', u\'type\': u\'number\', u\'format\': u\'default\'},{u\'title\': u\'Net Ingredient Cost (NIC)\',u\'description\': u\'In GBP. The amount that would be paid using the basic price of the prescribed drug or appliance and the quantity prescribed.Sometimes called the "Net Ingredient Cost" (NIC).The basic price is given either in the Drug Tariff or is determined from prices published by manufacturers, wholesalers or suppliers. Basic price is set out in Parts 8 and 9 of the Drug Tariff. For any drugs or appliances not in Part 8, the price is usually taken from the manufacturer, wholesaler or supplier of the product.\',u\'name\': u\'NIC\', u\'type\': u\'number\', u\'format\': u\'default\'},{u\'title\': u\'Actual Cost\',u\'description\': u\'In GBP. The basic cost after adjustment for the national average discount and some payments to the dispenser.See notes for details of the calculation. The calculation is:Net Ingredient Cost - National Average Discount Percentage + (payment for consumables + out of pocket expenses + payment for containers)\',u\'name\': u\'ACTUAL_COST\', u\'type\': u\'number\', u\'format\': u\'default\'},{u\'title\': u\'Unidentified\',u\'description\': u\'This field shows data from prescription forms that could not be allocated to a Practice. Please see the guidance notes for a more detailed explanation of this field, and its uses.\',u\'name\': u\'UNIDENTIFIED\', u\'type\': u\'string\', u\'format\': u\'default\'},{u\'title\': u\'Presentation SNOMED code\',u\'description\': u\'A SNOMED CT (Systemised Nomenclature of Medicine Clinical Terms) is a clinical vocabulary readable by computers. The SNOMED code contained within the data is a unique identifier for each Medicinal Product (both VMP and AMP level). The identifier will not be re-used and or allocated to another presentation.\',u\'name\': u\'SNOMED_CODE\', u\'type\': u\'number\', u\'format\': u\'default\'}], u\'missingValues\': [u\'\']}', 'bq_table_name': 'EPD_SNOMED_202303', 'hash': '90126ca7c5ad6ebfedbb7b6f8e88ae8c1344d65c814b6a8774896dca1dc94422', 'description': '', 'format': 'CSV', 'mimetype_inner': None, 'url_type': 'upload', 'mimetype': 'text/csv', 'cache_url': None, 'name': 'EPD_SNOMED_202303', 'created': '2023-05-17T16:29:05.850928', 'url': 'https://opendata.nhsbsa.net/dataset/906115a6-4155-44be-8b81-f8e83cebfb84/resource/38fae90e-67b4-41f9-9d2e-714e040b699f/download/epd_snomed_202303.csv', 'last_modified': '2023-05-17T16:29:05.707030', 'position': 28, 'revision_id': 'aed266fd-d148-4149-ac32-1063af92a5e4', 'resource_type': None}, {'cache_last_updated': None, 'package_id': '906115a6-4155-44be-8b81-f8e83cebfb84', 'datastore_active': 'true', 'id': 'd621e74c-1118-4cde-a865-f07af62c9281', 'size': 6919049011, 'title': 'English Prescribing Dataset (EPD) with SNOMED code - Apr 2023', 'restricted': '{level: public}', 'encoding': 'utf8', 'state': 'active', 'sha256': '38b03288371369b014941409eade9f3c08c55d7dd86cff463ecf833d08260237', 'zip_url': 'https://83025b28472d6aa2bf5ae59f3724aa78.eu.r2.cloudflarestorage.com/dx-nhs-production/DATOPIAN_DATA/EPD_SNOMED_202304.ZIP?response-content-disposition=filename%3DEPD_SNOMED_202304.ZIP&X-Amz-Algorithm=AWS4-HMAC-SHA256&X-Amz-Expires=3600&X-Amz-Credential=d1d532dd4244a61845b7ea3d94bcd4d9%2F20240528%2Fus-east-1%2Fs3%2Faws4_request&X-Amz-SignedHeaders=host&X-Amz-Date=20240528T140250Z&X-Amz-Signature=c21476bcd90de4b2bfb639d334da8c4cebf5e4be27db62846ae79e3afc3982b2', 'lfs_prefix': 'experimental-data-sets/english-prescribing-dataset-epd-with-snomed-code', 'schema': '{u\'fields\': [{u\'title\': u\'Year and Month as YYYYMM\',u\'description\': u\'Example: 201401\',u\'name\': u\'YEAR_MONTH\', u\'type\': u\'number\', u\'format\': u\'default\'},{u\'title\': u\'Regional Office Name\',u\'description\': u\'The name given to a geographical region by NHS England. Each region supports local systems to provide more joined up and care for patients.\',u\'name\': u\'REGIONAL_OFFICE_NAME\', u\'type\': u\'string\', u\'format\': u\'default\'},{u\'title\': u\'Regional Office Code\',u\'description\': u\'The unique code used to refer to a Regional Office.\',u\'name\': u\'REGIONAL_OFFICE_CODE\', u\'type\': u\'string\', u\'format\': u\'default\'},{u\'title\': u\'Integrated Care Board (ICB) Name\',u\'description\': u\'The name given to a geographical statutory organisation by NHS England that is a smaller division of a Region.\',u\'name\': u\'ICB_NAME\', u\'type\': u\'string\', u\'format\': u\'default\'},{u\'title\': u\'Integrated Care Board (ICB) Code\',u\'description\': u\'The unique code used to refer to an ICB.\',u\'name\': u\'ICB_CODE\', u\'type\': u\'string\', u\'format\': u\'default\'},{u\'title\': u\'Primary Care Organisation Name\',u\'description\': u\'An NHS organisation that commissions or provides care services involving prescriptions that are dispensed in the community. For example: a Sub Integrated Care Board Location (SICBL), an NHS Trust.\',u\'name\': u\'PCO_NAME\', u\'type\': u\'string\', u\'format\': u\'default\'},{u\'title\': u\'Primary Care Organisation Code\',u\'description\': u\'The unique code used to refer to a Primary Care Organisation.\',u\'name\': u\'PCO_CODE\', u\'type\': u\'string\', u\'format\': u\'default\'},{u\'title\': u\'Practice Name\',u\'description\': u\'The name of an organisation that employs one or more prescribers who issue prescriptions that may be dispensed in the community. For example:a GP Practice, an Out-of-Hours service, a hospital department within an NHS Trust.\',u\'name\': u\'PRACTICE_NAME\', u\'type\': u\'string\', u\'format\': u\'default\'},{u\'title\': u\'Practice Code\',u\'description\': u\'The unique code used to refer to a Practice.\',u\'name\': u\'PRACTICE_CODE\', u\'type\': u\'string\', u\'format\': u\'default\'},{u\'title\': u\'Address Field 1\',u\'description\': u\'The Address used by a Practice. This data is supplied by Primary Care Support England (PSCE), NHS England ICBs or the SICBL, whenever a new practice is opened or if a change of details is required.\',u\'name\': u\'ADDRESS_1\', u\'type\': u\'string\', u\'format\': u\'default\'},{u\'title\': u\'Address Field 2\',u\'description\': u\'The Address used by a Practice. This data is supplied by Primary Care Support England (PSCE), NHS England ICBs or the SICBL, whenever a new practice is opened or if a change of details is required.\',u\'name\': u\'ADDRESS_2\', u\'type\': u\'string\', u\'format\': u\'default\'},{u\'title\': u\'Address Field 3\',u\'description\': u\'The Address used by a Practice. This data is supplied by Primary Care Support England (PSCE), NHS England ICBs or the SICBL, whenever a new practice is opened or if a change of details is required.\',u\'name\': u\'ADDRESS_3\', u\'type\': u\'string\', u\'format\': u\'default\'},{u\'title\': u\'Address Field 4\',u\'description\': u\'The Address used by a Practice. This data is supplied by Primary Care Support England (PSCE), NHS England ICBs or the SICBL, whenever a new practice is opened or if a change of details is required.\',u\'name\': u\'ADDRESS_4\', u\'type\': u\'string\', u\'format\': u\'default\'},{u\'title\': u\'Post Code\',u\'description\': u\'The Address used by a Practice. This data is supplied by Primary Care Support England (PSCE), NHS England ICBs or the SICBL, whenever a new practice is opened or if a change of details is required.\',u\'name\': u\'POSTCODE\', u\'type\': u\'string\', u\'format\': u\'default\'},{u\'title\': u\'British National Formulary (BNF) Chemical Substance Code\',u\'description\': u\'A unique code used to refer to a BNF Chemical Substance.For example, 0501013B0\',u\'name\': u\'BNF_CHEMICAL_SUBSTANCE\', u\'type\': u\'string\', u\'format\': u\'default\'},{u\'title\': u\'British National Formulary (BNF) Chemical Substance Description\',u\'description\': u\'The name of the main active ingredient in a drug or the type of an appliance. Determined by the British National Formulatory (BNF) for drugs, or the NHS BSA for appliances. For example, Amoxicillin\',u\'name\': u\'CHEMICAL_SUBSTANCE_BNF_DESCR\', u\'type\': u\'string\', u\'format\': u\'default\'},{u\'title\': u\'British National Formulary (BNF) Code\',u\'description\': u\'The unique code used to refer to a BNF Presentation. For example, 0501013B0AAABAB\',u\'name\': u\'BNF_CODE\', u\'type\': u\'string\', u\'format\': u\'default\'},{u\'title\': u\'British National Formulary (BNF) Description\',u\'description\': u\'The name given to the specific type, strength, and formulation of a drug; or, the specific type of an appliance. For example, Amoxicillin 500mg capsules\',u\'name\': u\'BNF_DESCRIPTION\', u\'type\': u\'string\', u\'format\': u\'default\'},{u\'title\': u\'British National Formulary (BNF) Description\',u\'description\': u\'The name given to a British National Formulatory (BNF) Chapter that includes the prescribed product. Includes the numerical code used to refer to the chapter.For example, 05: Infections\',u\'name\': u\'BNF_CHAPTER_PLUS_CODE\', u\'type\': u\'string\', u\'format\': u\'default\'},{u\'title\': u\'Quantity\',u\'description\': u\'The quantity of a medicine, dressing or appliance for which an individual item was prescribed and dispensed, for each BNF Presentation. This represents a pseudo pack size, to illustrate the typical range of prescribed quantities of a given presentation. For example, a quantity of 28 for Amoxicillin 500mg capsules means that the pack size dispensed was 28 capsules.\',u\'name\': u\'QUANTITY\', u\'type\': u\'number\', u\'format\': u\'default\'},{u\'title\': u\'Items\',u\'description\': u\'The number of times a product appears on a prescription form. Prescription forms include both paper prescriptions and electronic messages.\',u\'name\': u\'ITEMS\', u\'type\': u\'number\', u\'format\': u\'default\'},{u\'title\': u\'Total Quantity\',u\'description\': u\'The total quantity of a drug or appliance that was prescribed.This is calculated by multiplying Quantity by Items. For example, if 2 items of Amoxicillin 500mg capsules with a quantity of 28 were prescribed, total quantity will be 56.\',u\'name\': u\'TOTAL_QUANTITY\', u\'type\': u\'number\', u\'format\': u\'default\'},{u\'title\': u\'Average Daily Quantity (ADQ)\',u\'description\': u\'Average Daily Quantity (ADQ) is the typical daily dose of a medication, prescribed to adult patients by GP Practices.This field shows the quantity prescribed multiplied by the strength, which is then divided by the Average Daily Quantity value.\',u\'name\': u\'ADQUSAGE\', u\'type\': u\'number\', u\'format\': u\'default\'},{u\'title\': u\'Net Ingredient Cost (NIC)\',u\'description\': u\'In GBP. The amount that would be paid using the basic price of the prescribed drug or appliance and the quantity prescribed.Sometimes called the "Net Ingredient Cost" (NIC).The basic price is given either in the Drug Tariff or is determined from prices published by manufacturers, wholesalers or suppliers. Basic price is set out in Parts 8 and 9 of the Drug Tariff. For any drugs or appliances not in Part 8, the price is usually taken from the manufacturer, wholesaler or supplier of the product.\',u\'name\': u\'NIC\', u\'type\': u\'number\', u\'format\': u\'default\'},{u\'title\': u\'Actual Cost\',u\'description\': u\'In GBP. The basic cost after adjustment for the national average discount and some payments to the dispenser.See notes for details of the calculation. The calculation is:Net Ingredient Cost - National Average Discount Percentage + (payment for consumables + out of pocket expenses + payment for containers)\',u\'name\': u\'ACTUAL_COST\', u\'type\': u\'number\', u\'format\': u\'default\'},{u\'title\': u\'Unidentified\',u\'description\': u\'This field shows data from prescription forms that could not be allocated to a Practice. Please see the guidance notes for a more detailed explanation of this field, and its uses.\',u\'name\': u\'UNIDENTIFIED\', u\'type\': u\'string\', u\'format\': u\'default\'},{u\'title\': u\'Presentation SNOMED code\',u\'description\': u\'A SNOMED CT (Systemised Nomenclature of Medicine Clinical Terms) is a clinical vocabulary readable by computers. The SNOMED code contained within the data is a unique identifier for each Medicinal Product (both VMP and AMP level). The identifier will not be re-used and or allocated to another presentation.\',u\'name\': u\'SNOMED_CODE\', u\'type\': u\'number\', u\'format\': u\'default\'}], u\'missingValues\': [u\'\']}', 'bq_table_name': 'EPD_SNOMED_202304', 'hash': '38b03288371369b014941409eade9f3c08c55d7dd86cff463ecf833d08260237', 'description': '', 'format': 'CSV', 'mimetype_inner': None, 'url_type': 'upload', 'mimetype': 'text/csv', 'cache_url': None, 'name': 'EPD_SNOMED_202304', 'created': '2023-06-21T15:34:49.702460', 'url': 'https://opendata.nhsbsa.net/dataset/906115a6-4155-44be-8b81-f8e83cebfb84/resource/d621e74c-1118-4cde-a865-f07af62c9281/download/epd_snomed_202304.csv', 'last_modified': '2023-06-21T15:34:49.410217', 'position': 29, 'revision_id': 'aed266fd-d148-4149-ac32-1063af92a5e4', 'resource_type': None}, {'cache_last_updated': None, 'package_id': '906115a6-4155-44be-8b81-f8e83cebfb84', 'datastore_active': 'true', 'id': '300da531-b978-4bd7-9d6e-582b28385ff2', 'size': 7162342632, 'title': 'English Prescribing Dataset (EPD) with SNOMED code - May 2023', 'restricted': '{level: public}', 'encoding': 'utf8', 'state': 'active', 'sha256': '8282792aee42c34165902596b9579b55f5e85905fdcc92a93ceeab97a5bd83b9', 'zip_url': 'https://83025b28472d6aa2bf5ae59f3724aa78.eu.r2.cloudflarestorage.com/dx-nhs-production/DATOPIAN_DATA/EPD_SNOMED_202305.ZIP?response-content-disposition=filename%3DEPD_SNOMED_202305.ZIP&X-Amz-Algorithm=AWS4-HMAC-SHA256&X-Amz-Expires=3600&X-Amz-Credential=d1d532dd4244a61845b7ea3d94bcd4d9%2F20240528%2Fus-east-1%2Fs3%2Faws4_request&X-Amz-SignedHeaders=host&X-Amz-Date=20240528T140250Z&X-Amz-Signature=6e15fa1a4c80cbded499cb6978267bcbd714886f98379bdd916eb5db0280492b', 'lfs_prefix': 'experimental-data-sets/english-prescribing-dataset-epd-with-snomed-code', 'schema': '{u\'fields\': [{u\'title\': u\'Year and Month as YYYYMM\',u\'description\': u\'Example: 201401\',u\'name\': u\'YEAR_MONTH\', u\'type\': u\'number\', u\'format\': u\'default\'},{u\'title\': u\'Regional Office Name\',u\'description\': u\'The name given to a geographical region by NHS England. Each region supports local systems to provide more joined up and care for patients.\',u\'name\': u\'REGIONAL_OFFICE_NAME\', u\'type\': u\'string\', u\'format\': u\'default\'},{u\'title\': u\'Regional Office Code\',u\'description\': u\'The unique code used to refer to a Regional Office.\',u\'name\': u\'REGIONAL_OFFICE_CODE\', u\'type\': u\'string\', u\'format\': u\'default\'},{u\'title\': u\'Integrated Care Board (ICB) Name\',u\'description\': u\'The name given to a geographical statutory organisation by NHS England that is a smaller division of a Region.\',u\'name\': u\'ICB_NAME\', u\'type\': u\'string\', u\'format\': u\'default\'},{u\'title\': u\'Integrated Care Board (ICB) Code\',u\'description\': u\'The unique code used to refer to an ICB.\',u\'name\': u\'ICB_CODE\', u\'type\': u\'string\', u\'format\': u\'default\'},{u\'title\': u\'Primary Care Organisation Name\',u\'description\': u\'An NHS organisation that commissions or provides care services involving prescriptions that are dispensed in the community. For example: a Sub Integrated Care Board Location (SICBL), an NHS Trust.\',u\'name\': u\'PCO_NAME\', u\'type\': u\'string\', u\'format\': u\'default\'},{u\'title\': u\'Primary Care Organisation Code\',u\'description\': u\'The unique code used to refer to a Primary Care Organisation.\',u\'name\': u\'PCO_CODE\', u\'type\': u\'string\', u\'format\': u\'default\'},{u\'title\': u\'Practice Name\',u\'description\': u\'The name of an organisation that employs one or more prescribers who issue prescriptions that may be dispensed in the community. For example:a GP Practice, an Out-of-Hours service, a hospital department within an NHS Trust.\',u\'name\': u\'PRACTICE_NAME\', u\'type\': u\'string\', u\'format\': u\'default\'},{u\'title\': u\'Practice Code\',u\'description\': u\'The unique code used to refer to a Practice.\',u\'name\': u\'PRACTICE_CODE\', u\'type\': u\'string\', u\'format\': u\'default\'},{u\'title\': u\'Address Field 1\',u\'description\': u\'The Address used by a Practice. This data is supplied by Primary Care Support England (PSCE), NHS England ICBs or the SICBL, whenever a new practice is opened or if a change of details is required.\',u\'name\': u\'ADDRESS_1\', u\'type\': u\'string\', u\'format\': u\'default\'},{u\'title\': u\'Address Field 2\',u\'description\': u\'The Address used by a Practice. This data is supplied by Primary Care Support England (PSCE), NHS England ICBs or the SICBL, whenever a new practice is opened or if a change of details is required.\',u\'name\': u\'ADDRESS_2\', u\'type\': u\'string\', u\'format\': u\'default\'},{u\'title\': u\'Address Field 3\',u\'description\': u\'The Address used by a Practice. This data is supplied by Primary Care Support England (PSCE), NHS England ICBs or the SICBL, whenever a new practice is opened or if a change of details is required.\',u\'name\': u\'ADDRESS_3\', u\'type\': u\'string\', u\'format\': u\'default\'},{u\'title\': u\'Address Field 4\',u\'description\': u\'The Address used by a Practice. This data is supplied by Primary Care Support England (PSCE), NHS England ICBs or the SICBL, whenever a new practice is opened or if a change of details is required.\',u\'name\': u\'ADDRESS_4\', u\'type\': u\'string\', u\'format\': u\'default\'},{u\'title\': u\'Post Code\',u\'description\': u\'The Address used by a Practice. This data is supplied by Primary Care Support England (PSCE), NHS England ICBs or the SICBL, whenever a new practice is opened or if a change of details is required.\',u\'name\': u\'POSTCODE\', u\'type\': u\'string\', u\'format\': u\'default\'},{u\'title\': u\'British National Formulary (BNF) Chemical Substance Code\',u\'description\': u\'A unique code used to refer to a BNF Chemical Substance.For example, 0501013B0\',u\'name\': u\'BNF_CHEMICAL_SUBSTANCE\', u\'type\': u\'string\', u\'format\': u\'default\'},{u\'title\': u\'British National Formulary (BNF) Chemical Substance Description\',u\'description\': u\'The name of the main active ingredient in a drug or the type of an appliance. Determined by the British National Formulatory (BNF) for drugs, or the NHS BSA for appliances. For example, Amoxicillin\',u\'name\': u\'CHEMICAL_SUBSTANCE_BNF_DESCR\', u\'type\': u\'string\', u\'format\': u\'default\'},{u\'title\': u\'British National Formulary (BNF) Code\',u\'description\': u\'The unique code used to refer to a BNF Presentation. For example, 0501013B0AAABAB\',u\'name\': u\'BNF_CODE\', u\'type\': u\'string\', u\'format\': u\'default\'},{u\'title\': u\'British National Formulary (BNF) Description\',u\'description\': u\'The name given to the specific type, strength, and formulation of a drug; or, the specific type of an appliance. For example, Amoxicillin 500mg capsules\',u\'name\': u\'BNF_DESCRIPTION\', u\'type\': u\'string\', u\'format\': u\'default\'},{u\'title\': u\'British National Formulary (BNF) Description\',u\'description\': u\'The name given to a British National Formulatory (BNF) Chapter that includes the prescribed product. Includes the numerical code used to refer to the chapter.For example, 05: Infections\',u\'name\': u\'BNF_CHAPTER_PLUS_CODE\', u\'type\': u\'string\', u\'format\': u\'default\'},{u\'title\': u\'Quantity\',u\'description\': u\'The quantity of a medicine, dressing or appliance for which an individual item was prescribed and dispensed, for each BNF Presentation. This represents a pseudo pack size, to illustrate the typical range of prescribed quantities of a given presentation. For example, a quantity of 28 for Amoxicillin 500mg capsules means that the pack size dispensed was 28 capsules.\',u\'name\': u\'QUANTITY\', u\'type\': u\'number\', u\'format\': u\'default\'},{u\'title\': u\'Items\',u\'description\': u\'The number of times a product appears on a prescription form. Prescription forms include both paper prescriptions and electronic messages.\',u\'name\': u\'ITEMS\', u\'type\': u\'number\', u\'format\': u\'default\'},{u\'title\': u\'Total Quantity\',u\'description\': u\'The total quantity of a drug or appliance that was prescribed.This is calculated by multiplying Quantity by Items. For example, if 2 items of Amoxicillin 500mg capsules with a quantity of 28 were prescribed, total quantity will be 56.\',u\'name\': u\'TOTAL_QUANTITY\', u\'type\': u\'number\', u\'format\': u\'default\'},{u\'title\': u\'Average Daily Quantity (ADQ)\',u\'description\': u\'Average Daily Quantity (ADQ) is the typical daily dose of a medication, prescribed to adult patients by GP Practices.This field shows the quantity prescribed multiplied by the strength, which is then divided by the Average Daily Quantity value.\',u\'name\': u\'ADQUSAGE\', u\'type\': u\'number\', u\'format\': u\'default\'},{u\'title\': u\'Net Ingredient Cost (NIC)\',u\'description\': u\'In GBP. The amount that would be paid using the basic price of the prescribed drug or appliance and the quantity prescribed.Sometimes called the "Net Ingredient Cost" (NIC).The basic price is given either in the Drug Tariff or is determined from prices published by manufacturers, wholesalers or suppliers. Basic price is set out in Parts 8 and 9 of the Drug Tariff. For any drugs or appliances not in Part 8, the price is usually taken from the manufacturer, wholesaler or supplier of the product.\',u\'name\': u\'NIC\', u\'type\': u\'number\', u\'format\': u\'default\'},{u\'title\': u\'Actual Cost\',u\'description\': u\'In GBP. The basic cost after adjustment for the national average discount and some payments to the dispenser.See notes for details of the calculation. The calculation is:Net Ingredient Cost - National Average Discount Percentage + (payment for consumables + out of pocket expenses + payment for containers)\',u\'name\': u\'ACTUAL_COST\', u\'type\': u\'number\', u\'format\': u\'default\'},{u\'title\': u\'Unidentified\',u\'description\': u\'This field shows data from prescription forms that could not be allocated to a Practice. Please see the guidance notes for a more detailed explanation of this field, and its uses.\',u\'name\': u\'UNIDENTIFIED\', u\'type\': u\'string\', u\'format\': u\'default\'},{u\'title\': u\'Presentation SNOMED code\',u\'description\': u\'A SNOMED CT (Systemised Nomenclature of Medicine Clinical Terms) is a clinical vocabulary readable by computers. The SNOMED code contained within the data is a unique identifier for each Medicinal Product (both VMP and AMP level). The identifier will not be re-used and or allocated to another presentation.\',u\'name\': u\'SNOMED_CODE\', u\'type\': u\'number\', u\'format\': u\'default\'}], u\'missingValues\': [u\'\']}', 'bq_table_name': 'EPD_SNOMED_202305', 'hash': '8282792aee42c34165902596b9579b55f5e85905fdcc92a93ceeab97a5bd83b9', 'description': '', 'format': 'CSV', 'mimetype_inner': None, 'url_type': 'upload', 'mimetype': 'text/csv', 'cache_url': None, 'name': 'EPD_SNOMED_202305', 'created': '2023-07-18T16:45:23.202079', 'url': 'https://opendata.nhsbsa.net/dataset/906115a6-4155-44be-8b81-f8e83cebfb84/resource/300da531-b978-4bd7-9d6e-582b28385ff2/download/epd_snomed_202305.csv', 'last_modified': '2023-07-18T16:45:22.943656', 'position': 30, 'revision_id': 'aed266fd-d148-4149-ac32-1063af92a5e4', 'resource_type': None}, {'cache_last_updated': None, 'package_id': '906115a6-4155-44be-8b81-f8e83cebfb84', 'datastore_active': 'true', 'id': '2a83a077-2337-4111-9d24-a91b87aafa5f', 'size': 7259598797, 'title': 'English Prescribing Dataset (EPD) with SNOMED code - Jun 2023', 'restricted': '{level: public}', 'encoding': 'utf8', 'state': 'active', 'sha256': '8ed682e0efac0fe23065188e015fb22e069159dd0f130ec8298f586f1b467237', 'zip_url': 'https://83025b28472d6aa2bf5ae59f3724aa78.eu.r2.cloudflarestorage.com/dx-nhs-production/DATOPIAN_DATA/EPD_SNOMED_202306.ZIP?response-content-disposition=filename%3DEPD_SNOMED_202306.ZIP&X-Amz-Algorithm=AWS4-HMAC-SHA256&X-Amz-Expires=3600&X-Amz-Credential=d1d532dd4244a61845b7ea3d94bcd4d9%2F20240528%2Fus-east-1%2Fs3%2Faws4_request&X-Amz-SignedHeaders=host&X-Amz-Date=20240528T140250Z&X-Amz-Signature=7af58457aab6aebcf204dabefd265ad3af89d3b8d770d5cd7faf7a5747fce2bb', 'lfs_prefix': 'experimental-data-sets/english-prescribing-dataset-epd-with-snomed-code', 'schema': '{u\'fields\': [{u\'title\': u\'Year and Month as YYYYMM\',u\'description\': u\'Example: 201401\',u\'name\': u\'YEAR_MONTH\', u\'type\': u\'number\', u\'format\': u\'default\'},{u\'title\': u\'Regional Office Name\',u\'description\': u\'The name given to a geographical region by NHS England. Each region supports local systems to provide more joined up and care for patients.\',u\'name\': u\'REGIONAL_OFFICE_NAME\', u\'type\': u\'string\', u\'format\': u\'default\'},{u\'title\': u\'Regional Office Code\',u\'description\': u\'The unique code used to refer to a Regional Office.\',u\'name\': u\'REGIONAL_OFFICE_CODE\', u\'type\': u\'string\', u\'format\': u\'default\'},{u\'title\': u\'Integrated Care Board (ICB) Name\',u\'description\': u\'The name given to a geographical statutory organisation by NHS England that is a smaller division of a Region.\',u\'name\': u\'ICB_NAME\', u\'type\': u\'string\', u\'format\': u\'default\'},{u\'title\': u\'Integrated Care Board (ICB) Code\',u\'description\': u\'The unique code used to refer to an ICB.\',u\'name\': u\'ICB_CODE\', u\'type\': u\'string\', u\'format\': u\'default\'},{u\'title\': u\'Primary Care Organisation Name\',u\'description\': u\'An NHS organisation that commissions or provides care services involving prescriptions that are dispensed in the community. For example: a Sub Integrated Care Board Location (SICBL), an NHS Trust.\',u\'name\': u\'PCO_NAME\', u\'type\': u\'string\', u\'format\': u\'default\'},{u\'title\': u\'Primary Care Organisation Code\',u\'description\': u\'The unique code used to refer to a Primary Care Organisation.\',u\'name\': u\'PCO_CODE\', u\'type\': u\'string\', u\'format\': u\'default\'},{u\'title\': u\'Practice Name\',u\'description\': u\'The name of an organisation that employs one or more prescribers who issue prescriptions that may be dispensed in the community. For example:a GP Practice, an Out-of-Hours service, a hospital department within an NHS Trust.\',u\'name\': u\'PRACTICE_NAME\', u\'type\': u\'string\', u\'format\': u\'default\'},{u\'title\': u\'Practice Code\',u\'description\': u\'The unique code used to refer to a Practice.\',u\'name\': u\'PRACTICE_CODE\', u\'type\': u\'string\', u\'format\': u\'default\'},{u\'title\': u\'Address Field 1\',u\'description\': u\'The Address used by a Practice. This data is supplied by Primary Care Support England (PSCE), NHS England ICBs or the SICBL, whenever a new practice is opened or if a change of details is required.\',u\'name\': u\'ADDRESS_1\', u\'type\': u\'string\', u\'format\': u\'default\'},{u\'title\': u\'Address Field 2\',u\'description\': u\'The Address used by a Practice. This data is supplied by Primary Care Support England (PSCE), NHS England ICBs or the SICBL, whenever a new practice is opened or if a change of details is required.\',u\'name\': u\'ADDRESS_2\', u\'type\': u\'string\', u\'format\': u\'default\'},{u\'title\': u\'Address Field 3\',u\'description\': u\'The Address used by a Practice. This data is supplied by Primary Care Support England (PSCE), NHS England ICBs or the SICBL, whenever a new practice is opened or if a change of details is required.\',u\'name\': u\'ADDRESS_3\', u\'type\': u\'string\', u\'format\': u\'default\'},{u\'title\': u\'Address Field 4\',u\'description\': u\'The Address used by a Practice. This data is supplied by Primary Care Support England (PSCE), NHS England ICBs or the SICBL, whenever a new practice is opened or if a change of details is required.\',u\'name\': u\'ADDRESS_4\', u\'type\': u\'string\', u\'format\': u\'default\'},{u\'title\': u\'Post Code\',u\'description\': u\'The Address used by a Practice. This data is supplied by Primary Care Support England (PSCE), NHS England ICBs or the SICBL, whenever a new practice is opened or if a change of details is required.\',u\'name\': u\'POSTCODE\', u\'type\': u\'string\', u\'format\': u\'default\'},{u\'title\': u\'British National Formulary (BNF) Chemical Substance Code\',u\'description\': u\'A unique code used to refer to a BNF Chemical Substance.For example, 0501013B0\',u\'name\': u\'BNF_CHEMICAL_SUBSTANCE\', u\'type\': u\'string\', u\'format\': u\'default\'},{u\'title\': u\'British National Formulary (BNF) Chemical Substance Description\',u\'description\': u\'The name of the main active ingredient in a drug or the type of an appliance. Determined by the British National Formulatory (BNF) for drugs, or the NHS BSA for appliances. For example, Amoxicillin\',u\'name\': u\'CHEMICAL_SUBSTANCE_BNF_DESCR\', u\'type\': u\'string\', u\'format\': u\'default\'},{u\'title\': u\'British National Formulary (BNF) Code\',u\'description\': u\'The unique code used to refer to a BNF Presentation. For example, 0501013B0AAABAB\',u\'name\': u\'BNF_CODE\', u\'type\': u\'string\', u\'format\': u\'default\'},{u\'title\': u\'British National Formulary (BNF) Description\',u\'description\': u\'The name given to the specific type, strength, and formulation of a drug; or, the specific type of an appliance. For example, Amoxicillin 500mg capsules\',u\'name\': u\'BNF_DESCRIPTION\', u\'type\': u\'string\', u\'format\': u\'default\'},{u\'title\': u\'British National Formulary (BNF) Description\',u\'description\': u\'The name given to a British National Formulatory (BNF) Chapter that includes the prescribed product. Includes the numerical code used to refer to the chapter.For example, 05: Infections\',u\'name\': u\'BNF_CHAPTER_PLUS_CODE\', u\'type\': u\'string\', u\'format\': u\'default\'},{u\'title\': u\'Quantity\',u\'description\': u\'The quantity of a medicine, dressing or appliance for which an individual item was prescribed and dispensed, for each BNF Presentation. This represents a pseudo pack size, to illustrate the typical range of prescribed quantities of a given presentation. For example, a quantity of 28 for Amoxicillin 500mg capsules means that the pack size dispensed was 28 capsules.\',u\'name\': u\'QUANTITY\', u\'type\': u\'number\', u\'format\': u\'default\'},{u\'title\': u\'Items\',u\'description\': u\'The number of times a product appears on a prescription form. Prescription forms include both paper prescriptions and electronic messages.\',u\'name\': u\'ITEMS\', u\'type\': u\'number\', u\'format\': u\'default\'},{u\'title\': u\'Total Quantity\',u\'description\': u\'The total quantity of a drug or appliance that was prescribed.This is calculated by multiplying Quantity by Items. For example, if 2 items of Amoxicillin 500mg capsules with a quantity of 28 were prescribed, total quantity will be 56.\',u\'name\': u\'TOTAL_QUANTITY\', u\'type\': u\'number\', u\'format\': u\'default\'},{u\'title\': u\'Average Daily Quantity (ADQ)\',u\'description\': u\'Average Daily Quantity (ADQ) is the typical daily dose of a medication, prescribed to adult patients by GP Practices.This field shows the quantity prescribed multiplied by the strength, which is then divided by the Average Daily Quantity value.\',u\'name\': u\'ADQUSAGE\', u\'type\': u\'number\', u\'format\': u\'default\'},{u\'title\': u\'Net Ingredient Cost (NIC)\',u\'description\': u\'In GBP. The amount that would be paid using the basic price of the prescribed drug or appliance and the quantity prescribed.Sometimes called the "Net Ingredient Cost" (NIC).The basic price is given either in the Drug Tariff or is determined from prices published by manufacturers, wholesalers or suppliers. Basic price is set out in Parts 8 and 9 of the Drug Tariff. For any drugs or appliances not in Part 8, the price is usually taken from the manufacturer, wholesaler or supplier of the product.\',u\'name\': u\'NIC\', u\'type\': u\'number\', u\'format\': u\'default\'},{u\'title\': u\'Actual Cost\',u\'description\': u\'In GBP. The basic cost after adjustment for the national average discount and some payments to the dispenser.See notes for details of the calculation. The calculation is:Net Ingredient Cost - National Average Discount Percentage + (payment for consumables + out of pocket expenses + payment for containers)\',u\'name\': u\'ACTUAL_COST\', u\'type\': u\'number\', u\'format\': u\'default\'},{u\'title\': u\'Unidentified\',u\'description\': u\'This field shows data from prescription forms that could not be allocated to a Practice. Please see the guidance notes for a more detailed explanation of this field, and its uses.\',u\'name\': u\'UNIDENTIFIED\', u\'type\': u\'string\', u\'format\': u\'default\'},{u\'title\': u\'Presentation SNOMED code\',u\'description\': u\'A SNOMED CT (Systemised Nomenclature of Medicine Clinical Terms) is a clinical vocabulary readable by computers. The SNOMED code contained within the data is a unique identifier for each Medicinal Product (both VMP and AMP level). The identifier will not be re-used and or allocated to another presentation.\',u\'name\': u\'SNOMED_CODE\', u\'type\': u\'number\', u\'format\': u\'default\'}], u\'missingValues\': [u\'\']}', 'bq_table_name': 'EPD_SNOMED_202306', 'hash': '8ed682e0efac0fe23065188e015fb22e069159dd0f130ec8298f586f1b467237', 'description': '', 'format': 'CSV', 'mimetype_inner': None, 'url_type': 'upload', 'mimetype': 'text/csv', 'cache_url': None, 'name': 'EPD_SNOMED_202306', 'created': '2023-08-21T11:38:30.101405', 'url': 'https://opendata.nhsbsa.net/dataset/906115a6-4155-44be-8b81-f8e83cebfb84/resource/2a83a077-2337-4111-9d24-a91b87aafa5f/download/epd_snomed_202306.csv', 'last_modified': '2023-08-21T11:38:29.880923', 'position': 31, 'revision_id': 'aed266fd-d148-4149-ac32-1063af92a5e4', 'resource_type': None}, {'cache_last_updated': None, 'package_id': '906115a6-4155-44be-8b81-f8e83cebfb84', 'datastore_active': 'true', 'id': '87fee4ef-8c70-4036-93fd-0cc64dfb98ef', 'size': 7185029145, 'title': 'English Prescribing Dataset (EPD) with SNOMED code - Jul 2023', 'restricted': '{level: public}', 'encoding': 'utf8', 'state': 'active', 'sha256': '21fb12020d355270b54a6b1d0febde337c1251fbdd1a454cf9f7ceb80d4dfd4d', 'zip_url': 'https://83025b28472d6aa2bf5ae59f3724aa78.eu.r2.cloudflarestorage.com/dx-nhs-production/DATOPIAN_DATA/EPD_SNOMED_202307.ZIP?response-content-disposition=filename%3DEPD_SNOMED_202307.ZIP&X-Amz-Algorithm=AWS4-HMAC-SHA256&X-Amz-Expires=3600&X-Amz-Credential=d1d532dd4244a61845b7ea3d94bcd4d9%2F20240528%2Fus-east-1%2Fs3%2Faws4_request&X-Amz-SignedHeaders=host&X-Amz-Date=20240528T140250Z&X-Amz-Signature=0bde3173bfa10e90d2d21cd7ea2ae99d8949542d3166cb41fd5129cdb5f6311b', 'lfs_prefix': 'experimental-data-sets/english-prescribing-dataset-epd-with-snomed-code', 'schema': '{u\'fields\': [{u\'title\': u\'Year and Month as YYYYMM\',u\'description\': u\'Example: 201401\',u\'name\': u\'YEAR_MONTH\', u\'type\': u\'number\', u\'format\': u\'default\'},{u\'title\': u\'Regional Office Name\',u\'description\': u\'The name given to a geographical region by NHS England. Each region supports local systems to provide more joined up and care for patients.\',u\'name\': u\'REGIONAL_OFFICE_NAME\', u\'type\': u\'string\', u\'format\': u\'default\'},{u\'title\': u\'Regional Office Code\',u\'description\': u\'The unique code used to refer to a Regional Office.\',u\'name\': u\'REGIONAL_OFFICE_CODE\', u\'type\': u\'string\', u\'format\': u\'default\'},{u\'title\': u\'Integrated Care Board (ICB) Name\',u\'description\': u\'The name given to a geographical statutory organisation by NHS England that is a smaller division of a Region.\',u\'name\': u\'ICB_NAME\', u\'type\': u\'string\', u\'format\': u\'default\'},{u\'title\': u\'Integrated Care Board (ICB) Code\',u\'description\': u\'The unique code used to refer to an ICB.\',u\'name\': u\'ICB_CODE\', u\'type\': u\'string\', u\'format\': u\'default\'},{u\'title\': u\'Primary Care Organisation Name\',u\'description\': u\'An NHS organisation that commissions or provides care services involving prescriptions that are dispensed in the community. For example: a Sub Integrated Care Board Location (SICBL), an NHS Trust.\',u\'name\': u\'PCO_NAME\', u\'type\': u\'string\', u\'format\': u\'default\'},{u\'title\': u\'Primary Care Organisation Code\',u\'description\': u\'The unique code used to refer to a Primary Care Organisation.\',u\'name\': u\'PCO_CODE\', u\'type\': u\'string\', u\'format\': u\'default\'},{u\'title\': u\'Practice Name\',u\'description\': u\'The name of an organisation that employs one or more prescribers who issue prescriptions that may be dispensed in the community. For example:a GP Practice, an Out-of-Hours service, a hospital department within an NHS Trust.\',u\'name\': u\'PRACTICE_NAME\', u\'type\': u\'string\', u\'format\': u\'default\'},{u\'title\': u\'Practice Code\',u\'description\': u\'The unique code used to refer to a Practice.\',u\'name\': u\'PRACTICE_CODE\', u\'type\': u\'string\', u\'format\': u\'default\'},{u\'title\': u\'Address Field 1\',u\'description\': u\'The Address used by a Practice. This data is supplied by Primary Care Support England (PSCE), NHS England ICBs or the SICBL, whenever a new practice is opened or if a change of details is required.\',u\'name\': u\'ADDRESS_1\', u\'type\': u\'string\', u\'format\': u\'default\'},{u\'title\': u\'Address Field 2\',u\'description\': u\'The Address used by a Practice. This data is supplied by Primary Care Support England (PSCE), NHS England ICBs or the SICBL, whenever a new practice is opened or if a change of details is required.\',u\'name\': u\'ADDRESS_2\', u\'type\': u\'string\', u\'format\': u\'default\'},{u\'title\': u\'Address Field 3\',u\'description\': u\'The Address used by a Practice. This data is supplied by Primary Care Support England (PSCE), NHS England ICBs or the SICBL, whenever a new practice is opened or if a change of details is required.\',u\'name\': u\'ADDRESS_3\', u\'type\': u\'string\', u\'format\': u\'default\'},{u\'title\': u\'Address Field 4\',u\'description\': u\'The Address used by a Practice. This data is supplied by Primary Care Support England (PSCE), NHS England ICBs or the SICBL, whenever a new practice is opened or if a change of details is required.\',u\'name\': u\'ADDRESS_4\', u\'type\': u\'string\', u\'format\': u\'default\'},{u\'title\': u\'Post Code\',u\'description\': u\'The Address used by a Practice. This data is supplied by Primary Care Support England (PSCE), NHS England ICBs or the SICBL, whenever a new practice is opened or if a change of details is required.\',u\'name\': u\'POSTCODE\', u\'type\': u\'string\', u\'format\': u\'default\'},{u\'title\': u\'British National Formulary (BNF) Chemical Substance Code\',u\'description\': u\'A unique code used to refer to a BNF Chemical Substance.For example, 0501013B0\',u\'name\': u\'BNF_CHEMICAL_SUBSTANCE\', u\'type\': u\'string\', u\'format\': u\'default\'},{u\'title\': u\'British National Formulary (BNF) Chemical Substance Description\',u\'description\': u\'The name of the main active ingredient in a drug or the type of an appliance. Determined by the British National Formulatory (BNF) for drugs, or the NHS BSA for appliances. For example, Amoxicillin\',u\'name\': u\'CHEMICAL_SUBSTANCE_BNF_DESCR\', u\'type\': u\'string\', u\'format\': u\'default\'},{u\'title\': u\'British National Formulary (BNF) Code\',u\'description\': u\'The unique code used to refer to a BNF Presentation. For example, 0501013B0AAABAB\',u\'name\': u\'BNF_CODE\', u\'type\': u\'string\', u\'format\': u\'default\'},{u\'title\': u\'British National Formulary (BNF) Description\',u\'description\': u\'The name given to the specific type, strength, and formulation of a drug; or, the specific type of an appliance. For example, Amoxicillin 500mg capsules\',u\'name\': u\'BNF_DESCRIPTION\', u\'type\': u\'string\', u\'format\': u\'default\'},{u\'title\': u\'British National Formulary (BNF) Description\',u\'description\': u\'The name given to a British National Formulatory (BNF) Chapter that includes the prescribed product. Includes the numerical code used to refer to the chapter.For example, 05: Infections\',u\'name\': u\'BNF_CHAPTER_PLUS_CODE\', u\'type\': u\'string\', u\'format\': u\'default\'},{u\'title\': u\'Quantity\',u\'description\': u\'The quantity of a medicine, dressing or appliance for which an individual item was prescribed and dispensed, for each BNF Presentation. This represents a pseudo pack size, to illustrate the typical range of prescribed quantities of a given presentation. For example, a quantity of 28 for Amoxicillin 500mg capsules means that the pack size dispensed was 28 capsules.\',u\'name\': u\'QUANTITY\', u\'type\': u\'number\', u\'format\': u\'default\'},{u\'title\': u\'Items\',u\'description\': u\'The number of times a product appears on a prescription form. Prescription forms include both paper prescriptions and electronic messages.\',u\'name\': u\'ITEMS\', u\'type\': u\'number\', u\'format\': u\'default\'},{u\'title\': u\'Total Quantity\',u\'description\': u\'The total quantity of a drug or appliance that was prescribed.This is calculated by multiplying Quantity by Items. For example, if 2 items of Amoxicillin 500mg capsules with a quantity of 28 were prescribed, total quantity will be 56.\',u\'name\': u\'TOTAL_QUANTITY\', u\'type\': u\'number\', u\'format\': u\'default\'},{u\'title\': u\'Average Daily Quantity (ADQ)\',u\'description\': u\'Average Daily Quantity (ADQ) is the typical daily dose of a medication, prescribed to adult patients by GP Practices.This field shows the quantity prescribed multiplied by the strength, which is then divided by the Average Daily Quantity value.\',u\'name\': u\'ADQUSAGE\', u\'type\': u\'number\', u\'format\': u\'default\'},{u\'title\': u\'Net Ingredient Cost (NIC)\',u\'description\': u\'In GBP. The amount that would be paid using the basic price of the prescribed drug or appliance and the quantity prescribed.Sometimes called the "Net Ingredient Cost" (NIC).The basic price is given either in the Drug Tariff or is determined from prices published by manufacturers, wholesalers or suppliers. Basic price is set out in Parts 8 and 9 of the Drug Tariff. For any drugs or appliances not in Part 8, the price is usually taken from the manufacturer, wholesaler or supplier of the product.\',u\'name\': u\'NIC\', u\'type\': u\'number\', u\'format\': u\'default\'},{u\'title\': u\'Actual Cost\',u\'description\': u\'In GBP. The basic cost after adjustment for the national average discount and some payments to the dispenser.See notes for details of the calculation. The calculation is:Net Ingredient Cost - National Average Discount Percentage + (payment for consumables + out of pocket expenses + payment for containers)\',u\'name\': u\'ACTUAL_COST\', u\'type\': u\'number\', u\'format\': u\'default\'},{u\'title\': u\'Unidentified\',u\'description\': u\'This field shows data from prescription forms that could not be allocated to a Practice. Please see the guidance notes for a more detailed explanation of this field, and its uses.\',u\'name\': u\'UNIDENTIFIED\', u\'type\': u\'string\', u\'format\': u\'default\'},{u\'title\': u\'Presentation SNOMED code\',u\'description\': u\'A SNOMED CT (Systemised Nomenclature of Medicine Clinical Terms) is a clinical vocabulary readable by computers. The SNOMED code contained within the data is a unique identifier for each Medicinal Product (both VMP and AMP level). The identifier will not be re-used and or allocated to another presentation.\',u\'name\': u\'SNOMED_CODE\', u\'type\': u\'number\', u\'format\': u\'default\'}], u\'missingValues\': [u\'\']}', 'bq_table_name': 'EPD_SNOMED_202307', 'hash': '21fb12020d355270b54a6b1d0febde337c1251fbdd1a454cf9f7ceb80d4dfd4d', 'description': '', 'format': 'CSV', 'mimetype_inner': None, 'url_type': 'upload', 'mimetype': 'text/csv', 'cache_url': None, 'name': 'EPD_SNOMED_202307', 'created': '2023-09-20T13:02:00.153579', 'url': 'https://opendata.nhsbsa.net/dataset/906115a6-4155-44be-8b81-f8e83cebfb84/resource/87fee4ef-8c70-4036-93fd-0cc64dfb98ef/download/epd_snomed_202307.csv', 'last_modified': '2023-09-20T13:01:59.678950', 'position': 32, 'revision_id': 'aed266fd-d148-4149-ac32-1063af92a5e4', 'resource_type': None}, {'cache_last_updated': None, 'package_id': '906115a6-4155-44be-8b81-f8e83cebfb84', 'datastore_active': 'true', 'id': '759994f4-cadd-4e9c-8b3c-73d31ffdfbdc', 'size': 7185265230, 'title': 'English Prescribing Dataset (EPD) with SNOMED code - Aug 2023', 'restricted': '{level: public}', 'encoding': 'utf8', 'state': 'active', 'sha256': '764b69858e673e6b996507b7566e9936e848447780791f168a6f040143b7dc75', 'zip_url': 'https://83025b28472d6aa2bf5ae59f3724aa78.eu.r2.cloudflarestorage.com/dx-nhs-production/DATOPIAN_DATA/EPD_SNOMED_202308.ZIP?response-content-disposition=filename%3DEPD_SNOMED_202308.ZIP&X-Amz-Algorithm=AWS4-HMAC-SHA256&X-Amz-Expires=3600&X-Amz-Credential=d1d532dd4244a61845b7ea3d94bcd4d9%2F20240528%2Fus-east-1%2Fs3%2Faws4_request&X-Amz-SignedHeaders=host&X-Amz-Date=20240528T140250Z&X-Amz-Signature=f4f694edad568249e6a84ec85b540244b28189cd67c5fde0fed67a60207ae0e5', 'lfs_prefix': 'experimental-data-sets/english-prescribing-dataset-epd-with-snomed-code', 'schema': '{u\'fields\': [{u\'title\': u\'Year and Month as YYYYMM\',u\'description\': u\'Example: 201401\',u\'name\': u\'YEAR_MONTH\', u\'type\': u\'number\', u\'format\': u\'default\'},{u\'title\': u\'Regional Office Name\',u\'description\': u\'The name given to a geographical region by NHS England. Each region supports local systems to provide more joined up and care for patients.\',u\'name\': u\'REGIONAL_OFFICE_NAME\', u\'type\': u\'string\', u\'format\': u\'default\'},{u\'title\': u\'Regional Office Code\',u\'description\': u\'The unique code used to refer to a Regional Office.\',u\'name\': u\'REGIONAL_OFFICE_CODE\', u\'type\': u\'string\', u\'format\': u\'default\'},{u\'title\': u\'Integrated Care Board (ICB) Name\',u\'description\': u\'The name given to a geographical statutory organisation by NHS England that is a smaller division of a Region.\',u\'name\': u\'ICB_NAME\', u\'type\': u\'string\', u\'format\': u\'default\'},{u\'title\': u\'Integrated Care Board (ICB) Code\',u\'description\': u\'The unique code used to refer to an ICB.\',u\'name\': u\'ICB_CODE\', u\'type\': u\'string\', u\'format\': u\'default\'},{u\'title\': u\'Primary Care Organisation Name\',u\'description\': u\'An NHS organisation that commissions or provides care services involving prescriptions that are dispensed in the community. For example: a Sub Integrated Care Board Location (SICBL), an NHS Trust.\',u\'name\': u\'PCO_NAME\', u\'type\': u\'string\', u\'format\': u\'default\'},{u\'title\': u\'Primary Care Organisation Code\',u\'description\': u\'The unique code used to refer to a Primary Care Organisation.\',u\'name\': u\'PCO_CODE\', u\'type\': u\'string\', u\'format\': u\'default\'},{u\'title\': u\'Practice Name\',u\'description\': u\'The name of an organisation that employs one or more prescribers who issue prescriptions that may be dispensed in the community. For example:a GP Practice, an Out-of-Hours service, a hospital department within an NHS Trust.\',u\'name\': u\'PRACTICE_NAME\', u\'type\': u\'string\', u\'format\': u\'default\'},{u\'title\': u\'Practice Code\',u\'description\': u\'The unique code used to refer to a Practice.\',u\'name\': u\'PRACTICE_CODE\', u\'type\': u\'string\', u\'format\': u\'default\'},{u\'title\': u\'Address Field 1\',u\'description\': u\'The Address used by a Practice. This data is supplied by Primary Care Support England (PSCE), NHS England ICBs or the SICBL, whenever a new practice is opened or if a change of details is required.\',u\'name\': u\'ADDRESS_1\', u\'type\': u\'string\', u\'format\': u\'default\'},{u\'title\': u\'Address Field 2\',u\'description\': u\'The Address used by a Practice. This data is supplied by Primary Care Support England (PSCE), NHS England ICBs or the SICBL, whenever a new practice is opened or if a change of details is required.\',u\'name\': u\'ADDRESS_2\', u\'type\': u\'string\', u\'format\': u\'default\'},{u\'title\': u\'Address Field 3\',u\'description\': u\'The Address used by a Practice. This data is supplied by Primary Care Support England (PSCE), NHS England ICBs or the SICBL, whenever a new practice is opened or if a change of details is required.\',u\'name\': u\'ADDRESS_3\', u\'type\': u\'string\', u\'format\': u\'default\'},{u\'title\': u\'Address Field 4\',u\'description\': u\'The Address used by a Practice. This data is supplied by Primary Care Support England (PSCE), NHS England ICBs or the SICBL, whenever a new practice is opened or if a change of details is required.\',u\'name\': u\'ADDRESS_4\', u\'type\': u\'string\', u\'format\': u\'default\'},{u\'title\': u\'Post Code\',u\'description\': u\'The Address used by a Practice. This data is supplied by Primary Care Support England (PSCE), NHS England ICBs or the SICBL, whenever a new practice is opened or if a change of details is required.\',u\'name\': u\'POSTCODE\', u\'type\': u\'string\', u\'format\': u\'default\'},{u\'title\': u\'British National Formulary (BNF) Chemical Substance Code\',u\'description\': u\'A unique code used to refer to a BNF Chemical Substance.For example, 0501013B0\',u\'name\': u\'BNF_CHEMICAL_SUBSTANCE\', u\'type\': u\'string\', u\'format\': u\'default\'},{u\'title\': u\'British National Formulary (BNF) Chemical Substance Description\',u\'description\': u\'The name of the main active ingredient in a drug or the type of an appliance. Determined by the British National Formulatory (BNF) for drugs, or the NHS BSA for appliances. For example, Amoxicillin\',u\'name\': u\'CHEMICAL_SUBSTANCE_BNF_DESCR\', u\'type\': u\'string\', u\'format\': u\'default\'},{u\'title\': u\'British National Formulary (BNF) Code\',u\'description\': u\'The unique code used to refer to a BNF Presentation. For example, 0501013B0AAABAB\',u\'name\': u\'BNF_CODE\', u\'type\': u\'string\', u\'format\': u\'default\'},{u\'title\': u\'British National Formulary (BNF) Description\',u\'description\': u\'The name given to the specific type, strength, and formulation of a drug; or, the specific type of an appliance. For example, Amoxicillin 500mg capsules\',u\'name\': u\'BNF_DESCRIPTION\', u\'type\': u\'string\', u\'format\': u\'default\'},{u\'title\': u\'British National Formulary (BNF) Description\',u\'description\': u\'The name given to a British National Formulatory (BNF) Chapter that includes the prescribed product. Includes the numerical code used to refer to the chapter.For example, 05: Infections\',u\'name\': u\'BNF_CHAPTER_PLUS_CODE\', u\'type\': u\'string\', u\'format\': u\'default\'},{u\'title\': u\'Quantity\',u\'description\': u\'The quantity of a medicine, dressing or appliance for which an individual item was prescribed and dispensed, for each BNF Presentation. This represents a pseudo pack size, to illustrate the typical range of prescribed quantities of a given presentation. For example, a quantity of 28 for Amoxicillin 500mg capsules means that the pack size dispensed was 28 capsules.\',u\'name\': u\'QUANTITY\', u\'type\': u\'number\', u\'format\': u\'default\'},{u\'title\': u\'Items\',u\'description\': u\'The number of times a product appears on a prescription form. Prescription forms include both paper prescriptions and electronic messages.\',u\'name\': u\'ITEMS\', u\'type\': u\'number\', u\'format\': u\'default\'},{u\'title\': u\'Total Quantity\',u\'description\': u\'The total quantity of a drug or appliance that was prescribed.This is calculated by multiplying Quantity by Items. For example, if 2 items of Amoxicillin 500mg capsules with a quantity of 28 were prescribed, total quantity will be 56.\',u\'name\': u\'TOTAL_QUANTITY\', u\'type\': u\'number\', u\'format\': u\'default\'},{u\'title\': u\'Average Daily Quantity (ADQ)\',u\'description\': u\'Average Daily Quantity (ADQ) is the typical daily dose of a medication, prescribed to adult patients by GP Practices.This field shows the quantity prescribed multiplied by the strength, which is then divided by the Average Daily Quantity value.\',u\'name\': u\'ADQUSAGE\', u\'type\': u\'number\', u\'format\': u\'default\'},{u\'title\': u\'Net Ingredient Cost (NIC)\',u\'description\': u\'In GBP. The amount that would be paid using the basic price of the prescribed drug or appliance and the quantity prescribed.Sometimes called the "Net Ingredient Cost" (NIC).The basic price is given either in the Drug Tariff or is determined from prices published by manufacturers, wholesalers or suppliers. Basic price is set out in Parts 8 and 9 of the Drug Tariff. For any drugs or appliances not in Part 8, the price is usually taken from the manufacturer, wholesaler or supplier of the product.\',u\'name\': u\'NIC\', u\'type\': u\'number\', u\'format\': u\'default\'},{u\'title\': u\'Actual Cost\',u\'description\': u\'In GBP. The basic cost after adjustment for the national average discount and some payments to the dispenser.See notes for details of the calculation. The calculation is:Net Ingredient Cost - National Average Discount Percentage + (payment for consumables + out of pocket expenses + payment for containers)\',u\'name\': u\'ACTUAL_COST\', u\'type\': u\'number\', u\'format\': u\'default\'},{u\'title\': u\'Unidentified\',u\'description\': u\'This field shows data from prescription forms that could not be allocated to a Practice. Please see the guidance notes for a more detailed explanation of this field, and its uses.\',u\'name\': u\'UNIDENTIFIED\', u\'type\': u\'string\', u\'format\': u\'default\'},{u\'title\': u\'Presentation SNOMED code\',u\'description\': u\'A SNOMED CT (Systemised Nomenclature of Medicine Clinical Terms) is a clinical vocabulary readable by computers. The SNOMED code contained within the data is a unique identifier for each Medicinal Product (both VMP and AMP level). The identifier will not be re-used and or allocated to another presentation.\',u\'name\': u\'SNOMED_CODE\', u\'type\': u\'number\', u\'format\': u\'default\'}], u\'missingValues\': [u\'\']}', 'bq_table_name': 'EPD_SNOMED_202308', 'hash': '764b69858e673e6b996507b7566e9936e848447780791f168a6f040143b7dc75', 'description': '', 'format': 'CSV', 'mimetype_inner': None, 'url_type': 'upload', 'mimetype': 'text/csv', 'cache_url': None, 'name': 'EPD_SNOMED_202308', 'created': '2023-10-17T15:35:06.778677', 'url': 'https://opendata.nhsbsa.net/dataset/906115a6-4155-44be-8b81-f8e83cebfb84/resource/759994f4-cadd-4e9c-8b3c-73d31ffdfbdc/download/epd_snomed_202308.csv', 'last_modified': '2023-10-17T15:35:06.623206', 'position': 33, 'revision_id': 'aed266fd-d148-4149-ac32-1063af92a5e4', 'resource_type': None}, {'cache_last_updated': None, 'package_id': '906115a6-4155-44be-8b81-f8e83cebfb84', 'datastore_active': 'true', 'id': '7470b1e8-bf54-4cb2-a7bb-7b6133d45459', 'size': 7182569595, 'title': 'English Prescribing Dataset (EPD) with SNOMED code - Sep 2023', 'restricted': '{level: public}', 'encoding': 'utf8', 'state': 'active', 'sha256': 'd29e538f5baf7216f9231790fa615c404038d839a687d2025e1dc845596b6fea', 'zip_url': 'https://83025b28472d6aa2bf5ae59f3724aa78.eu.r2.cloudflarestorage.com/dx-nhs-production/DATOPIAN_DATA/EPD_SNOMED_202309.ZIP?response-content-disposition=filename%3DEPD_SNOMED_202309.ZIP&X-Amz-Algorithm=AWS4-HMAC-SHA256&X-Amz-Expires=3600&X-Amz-Credential=d1d532dd4244a61845b7ea3d94bcd4d9%2F20240528%2Fus-east-1%2Fs3%2Faws4_request&X-Amz-SignedHeaders=host&X-Amz-Date=20240528T140250Z&X-Amz-Signature=ac59ba57d19b900edd4e55031069c97def3439fe9789428d17c607fae881f566', 'lfs_prefix': 'experimental-data-sets/english-prescribing-dataset-epd-with-snomed-code', 'schema': '{u\'fields\': [{u\'title\': u\'Year and Month as YYYYMM\',u\'description\': u\'Example: 201401\',u\'name\': u\'YEAR_MONTH\', u\'type\': u\'number\', u\'format\': u\'default\'},{u\'title\': u\'Regional Office Name\',u\'description\': u\'The name given to a geographical region by NHS England. Each region supports local systems to provide more joined up and care for patients.\',u\'name\': u\'REGIONAL_OFFICE_NAME\', u\'type\': u\'string\', u\'format\': u\'default\'},{u\'title\': u\'Regional Office Code\',u\'description\': u\'The unique code used to refer to a Regional Office.\',u\'name\': u\'REGIONAL_OFFICE_CODE\', u\'type\': u\'string\', u\'format\': u\'default\'},{u\'title\': u\'Integrated Care Board (ICB) Name\',u\'description\': u\'The name given to a geographical statutory organisation by NHS England that is a smaller division of a Region.\',u\'name\': u\'ICB_NAME\', u\'type\': u\'string\', u\'format\': u\'default\'},{u\'title\': u\'Integrated Care Board (ICB) Code\',u\'description\': u\'The unique code used to refer to an ICB.\',u\'name\': u\'ICB_CODE\', u\'type\': u\'string\', u\'format\': u\'default\'},{u\'title\': u\'Primary Care Organisation Name\',u\'description\': u\'An NHS organisation that commissions or provides care services involving prescriptions that are dispensed in the community. For example: a Sub Integrated Care Board Location (SICBL), an NHS Trust.\',u\'name\': u\'PCO_NAME\', u\'type\': u\'string\', u\'format\': u\'default\'},{u\'title\': u\'Primary Care Organisation Code\',u\'description\': u\'The unique code used to refer to a Primary Care Organisation.\',u\'name\': u\'PCO_CODE\', u\'type\': u\'string\', u\'format\': u\'default\'},{u\'title\': u\'Practice Name\',u\'description\': u\'The name of an organisation that employs one or more prescribers who issue prescriptions that may be dispensed in the community. For example:a GP Practice, an Out-of-Hours service, a hospital department within an NHS Trust.\',u\'name\': u\'PRACTICE_NAME\', u\'type\': u\'string\', u\'format\': u\'default\'},{u\'title\': u\'Practice Code\',u\'description\': u\'The unique code used to refer to a Practice.\',u\'name\': u\'PRACTICE_CODE\', u\'type\': u\'string\', u\'format\': u\'default\'},{u\'title\': u\'Address Field 1\',u\'description\': u\'The Address used by a Practice. This data is supplied by Primary Care Support England (PSCE), NHS England ICBs or the SICBL, whenever a new practice is opened or if a change of details is required.\',u\'name\': u\'ADDRESS_1\', u\'type\': u\'string\', u\'format\': u\'default\'},{u\'title\': u\'Address Field 2\',u\'description\': u\'The Address used by a Practice. This data is supplied by Primary Care Support England (PSCE), NHS England ICBs or the SICBL, whenever a new practice is opened or if a change of details is required.\',u\'name\': u\'ADDRESS_2\', u\'type\': u\'string\', u\'format\': u\'default\'},{u\'title\': u\'Address Field 3\',u\'description\': u\'The Address used by a Practice. This data is supplied by Primary Care Support England (PSCE), NHS England ICBs or the SICBL, whenever a new practice is opened or if a change of details is required.\',u\'name\': u\'ADDRESS_3\', u\'type\': u\'string\', u\'format\': u\'default\'},{u\'title\': u\'Address Field 4\',u\'description\': u\'The Address used by a Practice. This data is supplied by Primary Care Support England (PSCE), NHS England ICBs or the SICBL, whenever a new practice is opened or if a change of details is required.\',u\'name\': u\'ADDRESS_4\', u\'type\': u\'string\', u\'format\': u\'default\'},{u\'title\': u\'Post Code\',u\'description\': u\'The Address used by a Practice. This data is supplied by Primary Care Support England (PSCE), NHS England ICBs or the SICBL, whenever a new practice is opened or if a change of details is required.\',u\'name\': u\'POSTCODE\', u\'type\': u\'string\', u\'format\': u\'default\'},{u\'title\': u\'British National Formulary (BNF) Chemical Substance Code\',u\'description\': u\'A unique code used to refer to a BNF Chemical Substance.For example, 0501013B0\',u\'name\': u\'BNF_CHEMICAL_SUBSTANCE\', u\'type\': u\'string\', u\'format\': u\'default\'},{u\'title\': u\'British National Formulary (BNF) Chemical Substance Description\',u\'description\': u\'The name of the main active ingredient in a drug or the type of an appliance. Determined by the British National Formulatory (BNF) for drugs, or the NHS BSA for appliances. For example, Amoxicillin\',u\'name\': u\'CHEMICAL_SUBSTANCE_BNF_DESCR\', u\'type\': u\'string\', u\'format\': u\'default\'},{u\'title\': u\'British National Formulary (BNF) Code\',u\'description\': u\'The unique code used to refer to a BNF Presentation. For example, 0501013B0AAABAB\',u\'name\': u\'BNF_CODE\', u\'type\': u\'string\', u\'format\': u\'default\'},{u\'title\': u\'British National Formulary (BNF) Description\',u\'description\': u\'The name given to the specific type, strength, and formulation of a drug; or, the specific type of an appliance. For example, Amoxicillin 500mg capsules\',u\'name\': u\'BNF_DESCRIPTION\', u\'type\': u\'string\', u\'format\': u\'default\'},{u\'title\': u\'British National Formulary (BNF) Description\',u\'description\': u\'The name given to a British National Formulatory (BNF) Chapter that includes the prescribed product. Includes the numerical code used to refer to the chapter.For example, 05: Infections\',u\'name\': u\'BNF_CHAPTER_PLUS_CODE\', u\'type\': u\'string\', u\'format\': u\'default\'},{u\'title\': u\'Quantity\',u\'description\': u\'The quantity of a medicine, dressing or appliance for which an individual item was prescribed and dispensed, for each BNF Presentation. This represents a pseudo pack size, to illustrate the typical range of prescribed quantities of a given presentation. For example, a quantity of 28 for Amoxicillin 500mg capsules means that the pack size dispensed was 28 capsules.\',u\'name\': u\'QUANTITY\', u\'type\': u\'number\', u\'format\': u\'default\'},{u\'title\': u\'Items\',u\'description\': u\'The number of times a product appears on a prescription form. Prescription forms include both paper prescriptions and electronic messages.\',u\'name\': u\'ITEMS\', u\'type\': u\'number\', u\'format\': u\'default\'},{u\'title\': u\'Total Quantity\',u\'description\': u\'The total quantity of a drug or appliance that was prescribed.This is calculated by multiplying Quantity by Items. For example, if 2 items of Amoxicillin 500mg capsules with a quantity of 28 were prescribed, total quantity will be 56.\',u\'name\': u\'TOTAL_QUANTITY\', u\'type\': u\'number\', u\'format\': u\'default\'},{u\'title\': u\'Average Daily Quantity (ADQ)\',u\'description\': u\'Average Daily Quantity (ADQ) is the typical daily dose of a medication, prescribed to adult patients by GP Practices.This field shows the quantity prescribed multiplied by the strength, which is then divided by the Average Daily Quantity value.\',u\'name\': u\'ADQUSAGE\', u\'type\': u\'number\', u\'format\': u\'default\'},{u\'title\': u\'Net Ingredient Cost (NIC)\',u\'description\': u\'In GBP. The amount that would be paid using the basic price of the prescribed drug or appliance and the quantity prescribed.Sometimes called the "Net Ingredient Cost" (NIC).The basic price is given either in the Drug Tariff or is determined from prices published by manufacturers, wholesalers or suppliers. Basic price is set out in Parts 8 and 9 of the Drug Tariff. For any drugs or appliances not in Part 8, the price is usually taken from the manufacturer, wholesaler or supplier of the product.\',u\'name\': u\'NIC\', u\'type\': u\'number\', u\'format\': u\'default\'},{u\'title\': u\'Actual Cost\',u\'description\': u\'In GBP. The basic cost after adjustment for the national average discount and some payments to the dispenser.See notes for details of the calculation. The calculation is:Net Ingredient Cost - National Average Discount Percentage + (payment for consumables + out of pocket expenses + payment for containers)\',u\'name\': u\'ACTUAL_COST\', u\'type\': u\'number\', u\'format\': u\'default\'},{u\'title\': u\'Unidentified\',u\'description\': u\'This field shows data from prescription forms that could not be allocated to a Practice. Please see the guidance notes for a more detailed explanation of this field, and its uses.\',u\'name\': u\'UNIDENTIFIED\', u\'type\': u\'string\', u\'format\': u\'default\'},{u\'title\': u\'Presentation SNOMED code\',u\'description\': u\'A SNOMED CT (Systemised Nomenclature of Medicine Clinical Terms) is a clinical vocabulary readable by computers. The SNOMED code contained within the data is a unique identifier for each Medicinal Product (both VMP and AMP level). The identifier will not be re-used and or allocated to another presentation.\',u\'name\': u\'SNOMED_CODE\', u\'type\': u\'number\', u\'format\': u\'default\'}], u\'missingValues\': [u\'\']}', 'bq_table_name': 'EPD_SNOMED_202309', 'hash': 'd29e538f5baf7216f9231790fa615c404038d839a687d2025e1dc845596b6fea', 'description': '', 'format': 'CSV', 'mimetype_inner': None, 'url_type': 'upload', 'mimetype': 'text/csv', 'cache_url': None, 'name': 'EPD_SNOMED_202309', 'created': '2023-11-20T13:51:58.089435', 'url': 'https://opendata.nhsbsa.net/dataset/906115a6-4155-44be-8b81-f8e83cebfb84/resource/7470b1e8-bf54-4cb2-a7bb-7b6133d45459/download/epd_snomed_202309.csv', 'last_modified': '2023-11-20T13:51:57.939009', 'position': 34, 'revision_id': 'aed266fd-d148-4149-ac32-1063af92a5e4', 'resource_type': None}, {'cache_last_updated': None, 'package_id': '906115a6-4155-44be-8b81-f8e83cebfb84', 'datastore_active': 'true', 'id': 'f4cbbd4e-02c0-4f5e-83e7-407997877f37', 'size': 7219535513, 'title': 'English Prescribing Dataset (EPD) with SNOMED code - Oct 2023', 'restricted': '{level: public}', 'encoding': 'utf8', 'state': 'active', 'sha256': '12ffe914cbb1f1a8890166a9baacaf7cfe5cee29613a395265939ab46ce76d0d', 'zip_url': 'https://83025b28472d6aa2bf5ae59f3724aa78.eu.r2.cloudflarestorage.com/dx-nhs-production/DATOPIAN_DATA/EPD_SNOMED_202310.ZIP?response-content-disposition=filename%3DEPD_SNOMED_202310.ZIP&X-Amz-Algorithm=AWS4-HMAC-SHA256&X-Amz-Expires=3600&X-Amz-Credential=d1d532dd4244a61845b7ea3d94bcd4d9%2F20240528%2Fus-east-1%2Fs3%2Faws4_request&X-Amz-SignedHeaders=host&X-Amz-Date=20240528T140250Z&X-Amz-Signature=4ee2bfb8acb0da93131e82395682a5d76c70857501790a5c7821e6e293accb3b', 'lfs_prefix': 'experimental-data-sets/english-prescribing-dataset-epd-with-snomed-code', 'schema': '{u\'fields\': [{u\'title\': u\'Year and Month as YYYYMM\',u\'description\': u\'Example: 201401\',u\'name\': u\'YEAR_MONTH\', u\'type\': u\'number\', u\'format\': u\'default\'},{u\'title\': u\'Regional Office Name\',u\'description\': u\'The name given to a geographical region by NHS England. Each region supports local systems to provide more joined up and care for patients.\',u\'name\': u\'REGIONAL_OFFICE_NAME\', u\'type\': u\'string\', u\'format\': u\'default\'},{u\'title\': u\'Regional Office Code\',u\'description\': u\'The unique code used to refer to a Regional Office.\',u\'name\': u\'REGIONAL_OFFICE_CODE\', u\'type\': u\'string\', u\'format\': u\'default\'},{u\'title\': u\'Integrated Care Board (ICB) Name\',u\'description\': u\'The name given to a geographical statutory organisation by NHS England that is a smaller division of a Region.\',u\'name\': u\'ICB_NAME\', u\'type\': u\'string\', u\'format\': u\'default\'},{u\'title\': u\'Integrated Care Board (ICB) Code\',u\'description\': u\'The unique code used to refer to an ICB.\',u\'name\': u\'ICB_CODE\', u\'type\': u\'string\', u\'format\': u\'default\'},{u\'title\': u\'Primary Care Organisation Name\',u\'description\': u\'An NHS organisation that commissions or provides care services involving prescriptions that are dispensed in the community. For example: a Sub Integrated Care Board Location (SICBL), an NHS Trust.\',u\'name\': u\'PCO_NAME\', u\'type\': u\'string\', u\'format\': u\'default\'},{u\'title\': u\'Primary Care Organisation Code\',u\'description\': u\'The unique code used to refer to a Primary Care Organisation.\',u\'name\': u\'PCO_CODE\', u\'type\': u\'string\', u\'format\': u\'default\'},{u\'title\': u\'Practice Name\',u\'description\': u\'The name of an organisation that employs one or more prescribers who issue prescriptions that may be dispensed in the community. For example:a GP Practice, an Out-of-Hours service, a hospital department within an NHS Trust.\',u\'name\': u\'PRACTICE_NAME\', u\'type\': u\'string\', u\'format\': u\'default\'},{u\'title\': u\'Practice Code\',u\'description\': u\'The unique code used to refer to a Practice.\',u\'name\': u\'PRACTICE_CODE\', u\'type\': u\'string\', u\'format\': u\'default\'},{u\'title\': u\'Address Field 1\',u\'description\': u\'The Address used by a Practice. This data is supplied by Primary Care Support England (PSCE), NHS England ICBs or the SICBL, whenever a new practice is opened or if a change of details is required.\',u\'name\': u\'ADDRESS_1\', u\'type\': u\'string\', u\'format\': u\'default\'},{u\'title\': u\'Address Field 2\',u\'description\': u\'The Address used by a Practice. This data is supplied by Primary Care Support England (PSCE), NHS England ICBs or the SICBL, whenever a new practice is opened or if a change of details is required.\',u\'name\': u\'ADDRESS_2\', u\'type\': u\'string\', u\'format\': u\'default\'},{u\'title\': u\'Address Field 3\',u\'description\': u\'The Address used by a Practice. This data is supplied by Primary Care Support England (PSCE), NHS England ICBs or the SICBL, whenever a new practice is opened or if a change of details is required.\',u\'name\': u\'ADDRESS_3\', u\'type\': u\'string\', u\'format\': u\'default\'},{u\'title\': u\'Address Field 4\',u\'description\': u\'The Address used by a Practice. This data is supplied by Primary Care Support England (PSCE), NHS England ICBs or the SICBL, whenever a new practice is opened or if a change of details is required.\',u\'name\': u\'ADDRESS_4\', u\'type\': u\'string\', u\'format\': u\'default\'},{u\'title\': u\'Post Code\',u\'description\': u\'The Address used by a Practice. This data is supplied by Primary Care Support England (PSCE), NHS England ICBs or the SICBL, whenever a new practice is opened or if a change of details is required.\',u\'name\': u\'POSTCODE\', u\'type\': u\'string\', u\'format\': u\'default\'},{u\'title\': u\'British National Formulary (BNF) Chemical Substance Code\',u\'description\': u\'A unique code used to refer to a BNF Chemical Substance.For example, 0501013B0\',u\'name\': u\'BNF_CHEMICAL_SUBSTANCE\', u\'type\': u\'string\', u\'format\': u\'default\'},{u\'title\': u\'British National Formulary (BNF) Chemical Substance Description\',u\'description\': u\'The name of the main active ingredient in a drug or the type of an appliance. Determined by the British National Formulatory (BNF) for drugs, or the NHS BSA for appliances. For example, Amoxicillin\',u\'name\': u\'CHEMICAL_SUBSTANCE_BNF_DESCR\', u\'type\': u\'string\', u\'format\': u\'default\'},{u\'title\': u\'British National Formulary (BNF) Code\',u\'description\': u\'The unique code used to refer to a BNF Presentation. For example, 0501013B0AAABAB\',u\'name\': u\'BNF_CODE\', u\'type\': u\'string\', u\'format\': u\'default\'},{u\'title\': u\'British National Formulary (BNF) Description\',u\'description\': u\'The name given to the specific type, strength, and formulation of a drug; or, the specific type of an appliance. For example, Amoxicillin 500mg capsules\',u\'name\': u\'BNF_DESCRIPTION\', u\'type\': u\'string\', u\'format\': u\'default\'},{u\'title\': u\'British National Formulary (BNF) Description\',u\'description\': u\'The name given to a British National Formulatory (BNF) Chapter that includes the prescribed product. Includes the numerical code used to refer to the chapter.For example, 05: Infections\',u\'name\': u\'BNF_CHAPTER_PLUS_CODE\', u\'type\': u\'string\', u\'format\': u\'default\'},{u\'title\': u\'Quantity\',u\'description\': u\'The quantity of a medicine, dressing or appliance for which an individual item was prescribed and dispensed, for each BNF Presentation. This represents a pseudo pack size, to illustrate the typical range of prescribed quantities of a given presentation. For example, a quantity of 28 for Amoxicillin 500mg capsules means that the pack size dispensed was 28 capsules.\',u\'name\': u\'QUANTITY\', u\'type\': u\'number\', u\'format\': u\'default\'},{u\'title\': u\'Items\',u\'description\': u\'The number of times a product appears on a prescription form. Prescription forms include both paper prescriptions and electronic messages.\',u\'name\': u\'ITEMS\', u\'type\': u\'number\', u\'format\': u\'default\'},{u\'title\': u\'Total Quantity\',u\'description\': u\'The total quantity of a drug or appliance that was prescribed.This is calculated by multiplying Quantity by Items. For example, if 2 items of Amoxicillin 500mg capsules with a quantity of 28 were prescribed, total quantity will be 56.\',u\'name\': u\'TOTAL_QUANTITY\', u\'type\': u\'number\', u\'format\': u\'default\'},{u\'title\': u\'Average Daily Quantity (ADQ)\',u\'description\': u\'Average Daily Quantity (ADQ) is the typical daily dose of a medication, prescribed to adult patients by GP Practices.This field shows the quantity prescribed multiplied by the strength, which is then divided by the Average Daily Quantity value.\',u\'name\': u\'ADQUSAGE\', u\'type\': u\'number\', u\'format\': u\'default\'},{u\'title\': u\'Net Ingredient Cost (NIC)\',u\'description\': u\'In GBP. The amount that would be paid using the basic price of the prescribed drug or appliance and the quantity prescribed.Sometimes called the "Net Ingredient Cost" (NIC).The basic price is given either in the Drug Tariff or is determined from prices published by manufacturers, wholesalers or suppliers. Basic price is set out in Parts 8 and 9 of the Drug Tariff. For any drugs or appliances not in Part 8, the price is usually taken from the manufacturer, wholesaler or supplier of the product.\',u\'name\': u\'NIC\', u\'type\': u\'number\', u\'format\': u\'default\'},{u\'title\': u\'Actual Cost\',u\'description\': u\'In GBP. The basic cost after adjustment for the national average discount and some payments to the dispenser.See notes for details of the calculation. The calculation is:Net Ingredient Cost - National Average Discount Percentage + (payment for consumables + out of pocket expenses + payment for containers)\',u\'name\': u\'ACTUAL_COST\', u\'type\': u\'number\', u\'format\': u\'default\'},{u\'title\': u\'Unidentified\',u\'description\': u\'This field shows data from prescription forms that could not be allocated to a Practice. Please see the guidance notes for a more detailed explanation of this field, and its uses.\',u\'name\': u\'UNIDENTIFIED\', u\'type\': u\'string\', u\'format\': u\'default\'},{u\'title\': u\'Presentation SNOMED code\',u\'description\': u\'A SNOMED CT (Systemised Nomenclature of Medicine Clinical Terms) is a clinical vocabulary readable by computers. The SNOMED code contained within the data is a unique identifier for each Medicinal Product (both VMP and AMP level). The identifier will not be re-used and or allocated to another presentation.\',u\'name\': u\'SNOMED_CODE\', u\'type\': u\'number\', u\'format\': u\'default\'}], u\'missingValues\': [u\'\']}', 'bq_table_name': 'EPD_SNOMED_202310', 'hash': '12ffe914cbb1f1a8890166a9baacaf7cfe5cee29613a395265939ab46ce76d0d', 'description': '', 'format': 'CSV', 'mimetype_inner': None, 'url_type': 'upload', 'mimetype': 'text/csv', 'cache_url': None, 'name': 'EPD_SNOMED_202310', 'created': '2023-12-15T10:29:14.727375', 'url': 'https://opendata.nhsbsa.net/dataset/906115a6-4155-44be-8b81-f8e83cebfb84/resource/f4cbbd4e-02c0-4f5e-83e7-407997877f37/download/epd_snomed_202310.csv', 'last_modified': '2023-12-15T10:29:14.488785', 'position': 35, 'revision_id': 'aed266fd-d148-4149-ac32-1063af92a5e4', 'resource_type': None}, {'cache_last_updated': None, 'package_id': '906115a6-4155-44be-8b81-f8e83cebfb84', 'datastore_active': 'true', 'id': '36c67aba-0ba4-402e-9182-f30a8cd9b138', 'size': 7266791481, 'title': 'English Prescribing Dataset (EPD) with SNOMED code - Nov 2023', 'restricted': '{level: public}', 'encoding': 'utf8', 'state': 'active', 'sha256': '89934578d8cf1101fae5147d5d685ef9acf37cfefc404f87ee98a73acbfbe1d1', 'zip_url': 'https://83025b28472d6aa2bf5ae59f3724aa78.eu.r2.cloudflarestorage.com/dx-nhs-production/DATOPIAN_DATA/EPD_SNOMED_202311.ZIP?response-content-disposition=filename%3DEPD_SNOMED_202311.ZIP&X-Amz-Algorithm=AWS4-HMAC-SHA256&X-Amz-Expires=3600&X-Amz-Credential=d1d532dd4244a61845b7ea3d94bcd4d9%2F20240528%2Fus-east-1%2Fs3%2Faws4_request&X-Amz-SignedHeaders=host&X-Amz-Date=20240528T140250Z&X-Amz-Signature=9eea60c0159878d6e778412d7e1e018d662b11de3921f139eab06855fbdfcaf5', 'lfs_prefix': 'experimental-data-sets/english-prescribing-dataset-epd-with-snomed-code', 'schema': '{u\'fields\': [{u\'title\': u\'Year and Month as YYYYMM\',u\'description\': u\'Example: 201401\',u\'name\': u\'YEAR_MONTH\', u\'type\': u\'number\', u\'format\': u\'default\'},{u\'title\': u\'Regional Office Name\',u\'description\': u\'The name given to a geographical region by NHS England. Each region supports local systems to provide more joined up and care for patients.\',u\'name\': u\'REGIONAL_OFFICE_NAME\', u\'type\': u\'string\', u\'format\': u\'default\'},{u\'title\': u\'Regional Office Code\',u\'description\': u\'The unique code used to refer to a Regional Office.\',u\'name\': u\'REGIONAL_OFFICE_CODE\', u\'type\': u\'string\', u\'format\': u\'default\'},{u\'title\': u\'Integrated Care Board (ICB) Name\',u\'description\': u\'The name given to a geographical statutory organisation by NHS England that is a smaller division of a Region.\',u\'name\': u\'ICB_NAME\', u\'type\': u\'string\', u\'format\': u\'default\'},{u\'title\': u\'Integrated Care Board (ICB) Code\',u\'description\': u\'The unique code used to refer to an ICB.\',u\'name\': u\'ICB_CODE\', u\'type\': u\'string\', u\'format\': u\'default\'},{u\'title\': u\'Primary Care Organisation Name\',u\'description\': u\'An NHS organisation that commissions or provides care services involving prescriptions that are dispensed in the community. For example: a Sub Integrated Care Board Location (SICBL), an NHS Trust.\',u\'name\': u\'PCO_NAME\', u\'type\': u\'string\', u\'format\': u\'default\'},{u\'title\': u\'Primary Care Organisation Code\',u\'description\': u\'The unique code used to refer to a Primary Care Organisation.\',u\'name\': u\'PCO_CODE\', u\'type\': u\'string\', u\'format\': u\'default\'},{u\'title\': u\'Practice Name\',u\'description\': u\'The name of an organisation that employs one or more prescribers who issue prescriptions that may be dispensed in the community. For example:a GP Practice, an Out-of-Hours service, a hospital department within an NHS Trust.\',u\'name\': u\'PRACTICE_NAME\', u\'type\': u\'string\', u\'format\': u\'default\'},{u\'title\': u\'Practice Code\',u\'description\': u\'The unique code used to refer to a Practice.\',u\'name\': u\'PRACTICE_CODE\', u\'type\': u\'string\', u\'format\': u\'default\'},{u\'title\': u\'Address Field 1\',u\'description\': u\'The Address used by a Practice. This data is supplied by Primary Care Support England (PSCE), NHS England ICBs or the SICBL, whenever a new practice is opened or if a change of details is required.\',u\'name\': u\'ADDRESS_1\', u\'type\': u\'string\', u\'format\': u\'default\'},{u\'title\': u\'Address Field 2\',u\'description\': u\'The Address used by a Practice. This data is supplied by Primary Care Support England (PSCE), NHS England ICBs or the SICBL, whenever a new practice is opened or if a change of details is required.\',u\'name\': u\'ADDRESS_2\', u\'type\': u\'string\', u\'format\': u\'default\'},{u\'title\': u\'Address Field 3\',u\'description\': u\'The Address used by a Practice. This data is supplied by Primary Care Support England (PSCE), NHS England ICBs or the SICBL, whenever a new practice is opened or if a change of details is required.\',u\'name\': u\'ADDRESS_3\', u\'type\': u\'string\', u\'format\': u\'default\'},{u\'title\': u\'Address Field 4\',u\'description\': u\'The Address used by a Practice. This data is supplied by Primary Care Support England (PSCE), NHS England ICBs or the SICBL, whenever a new practice is opened or if a change of details is required.\',u\'name\': u\'ADDRESS_4\', u\'type\': u\'string\', u\'format\': u\'default\'},{u\'title\': u\'Post Code\',u\'description\': u\'The Address used by a Practice. This data is supplied by Primary Care Support England (PSCE), NHS England ICBs or the SICBL, whenever a new practice is opened or if a change of details is required.\',u\'name\': u\'POSTCODE\', u\'type\': u\'string\', u\'format\': u\'default\'},{u\'title\': u\'British National Formulary (BNF) Chemical Substance Code\',u\'description\': u\'A unique code used to refer to a BNF Chemical Substance.For example, 0501013B0\',u\'name\': u\'BNF_CHEMICAL_SUBSTANCE\', u\'type\': u\'string\', u\'format\': u\'default\'},{u\'title\': u\'British National Formulary (BNF) Chemical Substance Description\',u\'description\': u\'The name of the main active ingredient in a drug or the type of an appliance. Determined by the British National Formulatory (BNF) for drugs, or the NHS BSA for appliances. For example, Amoxicillin\',u\'name\': u\'CHEMICAL_SUBSTANCE_BNF_DESCR\', u\'type\': u\'string\', u\'format\': u\'default\'},{u\'title\': u\'British National Formulary (BNF) Code\',u\'description\': u\'The unique code used to refer to a BNF Presentation. For example, 0501013B0AAABAB\',u\'name\': u\'BNF_CODE\', u\'type\': u\'string\', u\'format\': u\'default\'},{u\'title\': u\'British National Formulary (BNF) Description\',u\'description\': u\'The name given to the specific type, strength, and formulation of a drug; or, the specific type of an appliance. For example, Amoxicillin 500mg capsules\',u\'name\': u\'BNF_DESCRIPTION\', u\'type\': u\'string\', u\'format\': u\'default\'},{u\'title\': u\'British National Formulary (BNF) Description\',u\'description\': u\'The name given to a British National Formulatory (BNF) Chapter that includes the prescribed product. Includes the numerical code used to refer to the chapter.For example, 05: Infections\',u\'name\': u\'BNF_CHAPTER_PLUS_CODE\', u\'type\': u\'string\', u\'format\': u\'default\'},{u\'title\': u\'Quantity\',u\'description\': u\'The quantity of a medicine, dressing or appliance for which an individual item was prescribed and dispensed, for each BNF Presentation. This represents a pseudo pack size, to illustrate the typical range of prescribed quantities of a given presentation. For example, a quantity of 28 for Amoxicillin 500mg capsules means that the pack size dispensed was 28 capsules.\',u\'name\': u\'QUANTITY\', u\'type\': u\'number\', u\'format\': u\'default\'},{u\'title\': u\'Items\',u\'description\': u\'The number of times a product appears on a prescription form. Prescription forms include both paper prescriptions and electronic messages.\',u\'name\': u\'ITEMS\', u\'type\': u\'number\', u\'format\': u\'default\'},{u\'title\': u\'Total Quantity\',u\'description\': u\'The total quantity of a drug or appliance that was prescribed.This is calculated by multiplying Quantity by Items. For example, if 2 items of Amoxicillin 500mg capsules with a quantity of 28 were prescribed, total quantity will be 56.\',u\'name\': u\'TOTAL_QUANTITY\', u\'type\': u\'number\', u\'format\': u\'default\'},{u\'title\': u\'Average Daily Quantity (ADQ)\',u\'description\': u\'Average Daily Quantity (ADQ) is the typical daily dose of a medication, prescribed to adult patients by GP Practices.This field shows the quantity prescribed multiplied by the strength, which is then divided by the Average Daily Quantity value.\',u\'name\': u\'ADQUSAGE\', u\'type\': u\'number\', u\'format\': u\'default\'},{u\'title\': u\'Net Ingredient Cost (NIC)\',u\'description\': u\'In GBP. The amount that would be paid using the basic price of the prescribed drug or appliance and the quantity prescribed.Sometimes called the "Net Ingredient Cost" (NIC).The basic price is given either in the Drug Tariff or is determined from prices published by manufacturers, wholesalers or suppliers. Basic price is set out in Parts 8 and 9 of the Drug Tariff. For any drugs or appliances not in Part 8, the price is usually taken from the manufacturer, wholesaler or supplier of the product.\',u\'name\': u\'NIC\', u\'type\': u\'number\', u\'format\': u\'default\'},{u\'title\': u\'Actual Cost\',u\'description\': u\'In GBP. The basic cost after adjustment for the national average discount and some payments to the dispenser.See notes for details of the calculation. The calculation is:Net Ingredient Cost - National Average Discount Percentage + (payment for consumables + out of pocket expenses + payment for containers)\',u\'name\': u\'ACTUAL_COST\', u\'type\': u\'number\', u\'format\': u\'default\'},{u\'title\': u\'Unidentified\',u\'description\': u\'This field shows data from prescription forms that could not be allocated to a Practice. Please see the guidance notes for a more detailed explanation of this field, and its uses.\',u\'name\': u\'UNIDENTIFIED\', u\'type\': u\'string\', u\'format\': u\'default\'},{u\'title\': u\'Presentation SNOMED code\',u\'description\': u\'A SNOMED CT (Systemised Nomenclature of Medicine Clinical Terms) is a clinical vocabulary readable by computers. The SNOMED code contained within the data is a unique identifier for each Medicinal Product (both VMP and AMP level). The identifier will not be re-used and or allocated to another presentation.\',u\'name\': u\'SNOMED_CODE\', u\'type\': u\'number\', u\'format\': u\'default\'}], u\'missingValues\': [u\'\']}', 'bq_table_name': 'EPD_SNOMED_202311', 'hash': '89934578d8cf1101fae5147d5d685ef9acf37cfefc404f87ee98a73acbfbe1d1', 'description': '', 'format': 'CSV', 'mimetype_inner': None, 'url_type': 'upload', 'mimetype': 'text/csv', 'cache_url': None, 'name': 'EPD_SNOMED_202311', 'created': '2024-01-22T08:24:39.200752', 'url': 'https://opendata.nhsbsa.net/dataset/906115a6-4155-44be-8b81-f8e83cebfb84/resource/36c67aba-0ba4-402e-9182-f30a8cd9b138/download/epd_snomed_202311.csv', 'last_modified': '2024-01-22T08:24:39.200752', 'position': 36, 'revision_id': 'aed266fd-d148-4149-ac32-1063af92a5e4', 'resource_type': None}, {'cache_last_updated': None, 'package_id': '906115a6-4155-44be-8b81-f8e83cebfb84', 'datastore_active': 'true', 'id': 'bb27b92e-f839-48f9-befc-5840964cc974', 'size': 7203284618, 'title': 'English Prescribing Dataset (EPD) with SNOMED code - Dec 2023', 'restricted': '{level: public}', 'encoding': 'utf8', 'state': 'active', 'sha256': '579fbacd96e33ee07f24fad8ec12b977eae2aeafe4ac3ed5869f6ea0179cfc11', 'zip_url': 'https://83025b28472d6aa2bf5ae59f3724aa78.eu.r2.cloudflarestorage.com/dx-nhs-production/DATOPIAN_DATA/EPD_SNOMED_202312.ZIP?response-content-disposition=filename%3DEPD_SNOMED_202312.ZIP&X-Amz-Algorithm=AWS4-HMAC-SHA256&X-Amz-Expires=3600&X-Amz-Credential=d1d532dd4244a61845b7ea3d94bcd4d9%2F20240528%2Fus-east-1%2Fs3%2Faws4_request&X-Amz-SignedHeaders=host&X-Amz-Date=20240528T140250Z&X-Amz-Signature=e49270d837783d7bf2509741b2d4495f0e3883afd6a4a6971d1a9d7b706a5ff9', 'lfs_prefix': 'experimental-data-sets/english-prescribing-dataset-epd-with-snomed-code', 'schema': '{u\'fields\': [{u\'title\': u\'Year and Month as YYYYMM\',u\'description\': u\'Example: 201401\',u\'name\': u\'YEAR_MONTH\', u\'type\': u\'number\', u\'format\': u\'default\'},{u\'title\': u\'Regional Office Name\',u\'description\': u\'The name given to a geographical region by NHS England. Each region supports local systems to provide more joined up and care for patients.\',u\'name\': u\'REGIONAL_OFFICE_NAME\', u\'type\': u\'string\', u\'format\': u\'default\'},{u\'title\': u\'Regional Office Code\',u\'description\': u\'The unique code used to refer to a Regional Office.\',u\'name\': u\'REGIONAL_OFFICE_CODE\', u\'type\': u\'string\', u\'format\': u\'default\'},{u\'title\': u\'Integrated Care Board (ICB) Name\',u\'description\': u\'The name given to a geographical statutory organisation by NHS England that is a smaller division of a Region.\',u\'name\': u\'ICB_NAME\', u\'type\': u\'string\', u\'format\': u\'default\'},{u\'title\': u\'Integrated Care Board (ICB) Code\',u\'description\': u\'The unique code used to refer to an ICB.\',u\'name\': u\'ICB_CODE\', u\'type\': u\'string\', u\'format\': u\'default\'},{u\'title\': u\'Primary Care Organisation Name\',u\'description\': u\'An NHS organisation that commissions or provides care services involving prescriptions that are dispensed in the community. For example: a Sub Integrated Care Board Location (SICBL), an NHS Trust.\',u\'name\': u\'PCO_NAME\', u\'type\': u\'string\', u\'format\': u\'default\'},{u\'title\': u\'Primary Care Organisation Code\',u\'description\': u\'The unique code used to refer to a Primary Care Organisation.\',u\'name\': u\'PCO_CODE\', u\'type\': u\'string\', u\'format\': u\'default\'},{u\'title\': u\'Practice Name\',u\'description\': u\'The name of an organisation that employs one or more prescribers who issue prescriptions that may be dispensed in the community. For example:a GP Practice, an Out-of-Hours service, a hospital department within an NHS Trust.\',u\'name\': u\'PRACTICE_NAME\', u\'type\': u\'string\', u\'format\': u\'default\'},{u\'title\': u\'Practice Code\',u\'description\': u\'The unique code used to refer to a Practice.\',u\'name\': u\'PRACTICE_CODE\', u\'type\': u\'string\', u\'format\': u\'default\'},{u\'title\': u\'Address Field 1\',u\'description\': u\'The Address used by a Practice. This data is supplied by Primary Care Support England (PSCE), NHS England ICBs or the SICBL, whenever a new practice is opened or if a change of details is required.\',u\'name\': u\'ADDRESS_1\', u\'type\': u\'string\', u\'format\': u\'default\'},{u\'title\': u\'Address Field 2\',u\'description\': u\'The Address used by a Practice. This data is supplied by Primary Care Support England (PSCE), NHS England ICBs or the SICBL, whenever a new practice is opened or if a change of details is required.\',u\'name\': u\'ADDRESS_2\', u\'type\': u\'string\', u\'format\': u\'default\'},{u\'title\': u\'Address Field 3\',u\'description\': u\'The Address used by a Practice. This data is supplied by Primary Care Support England (PSCE), NHS England ICBs or the SICBL, whenever a new practice is opened or if a change of details is required.\',u\'name\': u\'ADDRESS_3\', u\'type\': u\'string\', u\'format\': u\'default\'},{u\'title\': u\'Address Field 4\',u\'description\': u\'The Address used by a Practice. This data is supplied by Primary Care Support England (PSCE), NHS England ICBs or the SICBL, whenever a new practice is opened or if a change of details is required.\',u\'name\': u\'ADDRESS_4\', u\'type\': u\'string\', u\'format\': u\'default\'},{u\'title\': u\'Post Code\',u\'description\': u\'The Address used by a Practice. This data is supplied by Primary Care Support England (PSCE), NHS England ICBs or the SICBL, whenever a new practice is opened or if a change of details is required.\',u\'name\': u\'POSTCODE\', u\'type\': u\'string\', u\'format\': u\'default\'},{u\'title\': u\'British National Formulary (BNF) Chemical Substance Code\',u\'description\': u\'A unique code used to refer to a BNF Chemical Substance.For example, 0501013B0\',u\'name\': u\'BNF_CHEMICAL_SUBSTANCE\', u\'type\': u\'string\', u\'format\': u\'default\'},{u\'title\': u\'British National Formulary (BNF) Chemical Substance Description\',u\'description\': u\'The name of the main active ingredient in a drug or the type of an appliance. Determined by the British National Formulatory (BNF) for drugs, or the NHS BSA for appliances. For example, Amoxicillin\',u\'name\': u\'CHEMICAL_SUBSTANCE_BNF_DESCR\', u\'type\': u\'string\', u\'format\': u\'default\'},{u\'title\': u\'British National Formulary (BNF) Code\',u\'description\': u\'The unique code used to refer to a BNF Presentation. For example, 0501013B0AAABAB\',u\'name\': u\'BNF_CODE\', u\'type\': u\'string\', u\'format\': u\'default\'},{u\'title\': u\'British National Formulary (BNF) Description\',u\'description\': u\'The name given to the specific type, strength, and formulation of a drug; or, the specific type of an appliance. For example, Amoxicillin 500mg capsules\',u\'name\': u\'BNF_DESCRIPTION\', u\'type\': u\'string\', u\'format\': u\'default\'},{u\'title\': u\'British National Formulary (BNF) Description\',u\'description\': u\'The name given to a British National Formulatory (BNF) Chapter that includes the prescribed product. Includes the numerical code used to refer to the chapter.For example, 05: Infections\',u\'name\': u\'BNF_CHAPTER_PLUS_CODE\', u\'type\': u\'string\', u\'format\': u\'default\'},{u\'title\': u\'Quantity\',u\'description\': u\'The quantity of a medicine, dressing or appliance for which an individual item was prescribed and dispensed, for each BNF Presentation. This represents a pseudo pack size, to illustrate the typical range of prescribed quantities of a given presentation. For example, a quantity of 28 for Amoxicillin 500mg capsules means that the pack size dispensed was 28 capsules.\',u\'name\': u\'QUANTITY\', u\'type\': u\'number\', u\'format\': u\'default\'},{u\'title\': u\'Items\',u\'description\': u\'The number of times a product appears on a prescription form. Prescription forms include both paper prescriptions and electronic messages.\',u\'name\': u\'ITEMS\', u\'type\': u\'number\', u\'format\': u\'default\'},{u\'title\': u\'Total Quantity\',u\'description\': u\'The total quantity of a drug or appliance that was prescribed.This is calculated by multiplying Quantity by Items. For example, if 2 items of Amoxicillin 500mg capsules with a quantity of 28 were prescribed, total quantity will be 56.\',u\'name\': u\'TOTAL_QUANTITY\', u\'type\': u\'number\', u\'format\': u\'default\'},{u\'title\': u\'Average Daily Quantity (ADQ)\',u\'description\': u\'Average Daily Quantity (ADQ) is the typical daily dose of a medication, prescribed to adult patients by GP Practices.This field shows the quantity prescribed multiplied by the strength, which is then divided by the Average Daily Quantity value.\',u\'name\': u\'ADQUSAGE\', u\'type\': u\'number\', u\'format\': u\'default\'},{u\'title\': u\'Net Ingredient Cost (NIC)\',u\'description\': u\'In GBP. The amount that would be paid using the basic price of the prescribed drug or appliance and the quantity prescribed.Sometimes called the "Net Ingredient Cost" (NIC).The basic price is given either in the Drug Tariff or is determined from prices published by manufacturers, wholesalers or suppliers. Basic price is set out in Parts 8 and 9 of the Drug Tariff. For any drugs or appliances not in Part 8, the price is usually taken from the manufacturer, wholesaler or supplier of the product.\',u\'name\': u\'NIC\', u\'type\': u\'number\', u\'format\': u\'default\'},{u\'title\': u\'Actual Cost\',u\'description\': u\'In GBP. The basic cost after adjustment for the national average discount and some payments to the dispenser.See notes for details of the calculation. The calculation is:Net Ingredient Cost - National Average Discount Percentage + (payment for consumables + out of pocket expenses + payment for containers)\',u\'name\': u\'ACTUAL_COST\', u\'type\': u\'number\', u\'format\': u\'default\'},{u\'title\': u\'Unidentified\',u\'description\': u\'This field shows data from prescription forms that could not be allocated to a Practice. Please see the guidance notes for a more detailed explanation of this field, and its uses.\',u\'name\': u\'UNIDENTIFIED\', u\'type\': u\'string\', u\'format\': u\'default\'},{u\'title\': u\'Presentation SNOMED code\',u\'description\': u\'A SNOMED CT (Systemised Nomenclature of Medicine Clinical Terms) is a clinical vocabulary readable by computers. The SNOMED code contained within the data is a unique identifier for each Medicinal Product (both VMP and AMP level). The identifier will not be re-used and or allocated to another presentation.\',u\'name\': u\'SNOMED_CODE\', u\'type\': u\'number\', u\'format\': u\'default\'}], u\'missingValues\': [u\'\']}', 'bq_table_name': 'EPD_SNOMED_202312', 'hash': '579fbacd96e33ee07f24fad8ec12b977eae2aeafe4ac3ed5869f6ea0179cfc11', 'description': '', 'format': 'CSV', 'mimetype_inner': None, 'url_type': 'upload', 'mimetype': 'text/csv', 'cache_url': None, 'name': 'EPD_SNOMED_202312', 'created': '2024-02-16T12:40:51.734042', 'url': 'https://opendata.nhsbsa.net/dataset/906115a6-4155-44be-8b81-f8e83cebfb84/resource/bb27b92e-f839-48f9-befc-5840964cc974/download/epd_snomed_202312.csv', 'last_modified': '2024-02-16T12:40:51.353282', 'position': 37, 'revision_id': 'aed266fd-d148-4149-ac32-1063af92a5e4', 'resource_type': None}, {'cache_last_updated': None, 'package_id': '906115a6-4155-44be-8b81-f8e83cebfb84', 'datastore_active': 'true', 'id': 'e43050cd-815b-478e-916a-91952448d5bf', 'size': 7330921367, 'title': 'English Prescribing Dataset (EPD) with SNOMED code - Jan 2024', 'restricted': '{level: public}', 'encoding': 'utf8', 'state': 'active', 'sha256': '7d7acfcab64bc516ec1a642a3e21ce6b4b6e9e328a4bcaf1df9a56a30480accb', 'zip_url': 'https://83025b28472d6aa2bf5ae59f3724aa78.eu.r2.cloudflarestorage.com/dx-nhs-production/DATOPIAN_DATA/EPD_SNOMED_202401.ZIP?response-content-disposition=filename%3DEPD_SNOMED_202401.ZIP&X-Amz-Algorithm=AWS4-HMAC-SHA256&X-Amz-Expires=3600&X-Amz-Credential=d1d532dd4244a61845b7ea3d94bcd4d9%2F20240528%2Fus-east-1%2Fs3%2Faws4_request&X-Amz-SignedHeaders=host&X-Amz-Date=20240528T140250Z&X-Amz-Signature=830433c9284be4c428059b46aa1bd68588fd7b5a7c3844827ecac14a821dfdd1', 'lfs_prefix': 'experimental-data-sets/english-prescribing-dataset-epd-with-snomed-code', 'schema': '{u\'fields\': [{u\'title\': u\'Year and Month as YYYYMM\',u\'description\': u\'Example: 201401\',u\'name\': u\'YEAR_MONTH\', u\'type\': u\'number\', u\'format\': u\'default\'},{u\'title\': u\'Regional Office Name\',u\'description\': u\'The name given to a geographical region by NHS England. Each region supports local systems to provide more joined up and care for patients.\',u\'name\': u\'REGIONAL_OFFICE_NAME\', u\'type\': u\'string\', u\'format\': u\'default\'},{u\'title\': u\'Regional Office Code\',u\'description\': u\'The unique code used to refer to a Regional Office.\',u\'name\': u\'REGIONAL_OFFICE_CODE\', u\'type\': u\'string\', u\'format\': u\'default\'},{u\'title\': u\'Integrated Care Board (ICB) Name\',u\'description\': u\'The name given to a geographical statutory organisation by NHS England that is a smaller division of a Region.\',u\'name\': u\'ICB_NAME\', u\'type\': u\'string\', u\'format\': u\'default\'},{u\'title\': u\'Integrated Care Board (ICB) Code\',u\'description\': u\'The unique code used to refer to an ICB.\',u\'name\': u\'ICB_CODE\', u\'type\': u\'string\', u\'format\': u\'default\'},{u\'title\': u\'Primary Care Organisation Name\',u\'description\': u\'An NHS organisation that commissions or provides care services involving prescriptions that are dispensed in the community. For example: a Sub Integrated Care Board Location (SICBL), an NHS Trust.\',u\'name\': u\'PCO_NAME\', u\'type\': u\'string\', u\'format\': u\'default\'},{u\'title\': u\'Primary Care Organisation Code\',u\'description\': u\'The unique code used to refer to a Primary Care Organisation.\',u\'name\': u\'PCO_CODE\', u\'type\': u\'string\', u\'format\': u\'default\'},{u\'title\': u\'Practice Name\',u\'description\': u\'The name of an organisation that employs one or more prescribers who issue prescriptions that may be dispensed in the community. For example:a GP Practice, an Out-of-Hours service, a hospital department within an NHS Trust.\',u\'name\': u\'PRACTICE_NAME\', u\'type\': u\'string\', u\'format\': u\'default\'},{u\'title\': u\'Practice Code\',u\'description\': u\'The unique code used to refer to a Practice.\',u\'name\': u\'PRACTICE_CODE\', u\'type\': u\'string\', u\'format\': u\'default\'},{u\'title\': u\'Address Field 1\',u\'description\': u\'The Address used by a Practice. This data is supplied by Primary Care Support England (PSCE), NHS England ICBs or the SICBL, whenever a new practice is opened or if a change of details is required.\',u\'name\': u\'ADDRESS_1\', u\'type\': u\'string\', u\'format\': u\'default\'},{u\'title\': u\'Address Field 2\',u\'description\': u\'The Address used by a Practice. This data is supplied by Primary Care Support England (PSCE), NHS England ICBs or the SICBL, whenever a new practice is opened or if a change of details is required.\',u\'name\': u\'ADDRESS_2\', u\'type\': u\'string\', u\'format\': u\'default\'},{u\'title\': u\'Address Field 3\',u\'description\': u\'The Address used by a Practice. This data is supplied by Primary Care Support England (PSCE), NHS England ICBs or the SICBL, whenever a new practice is opened or if a change of details is required.\',u\'name\': u\'ADDRESS_3\', u\'type\': u\'string\', u\'format\': u\'default\'},{u\'title\': u\'Address Field 4\',u\'description\': u\'The Address used by a Practice. This data is supplied by Primary Care Support England (PSCE), NHS England ICBs or the SICBL, whenever a new practice is opened or if a change of details is required.\',u\'name\': u\'ADDRESS_4\', u\'type\': u\'string\', u\'format\': u\'default\'},{u\'title\': u\'Post Code\',u\'description\': u\'The Address used by a Practice. This data is supplied by Primary Care Support England (PSCE), NHS England ICBs or the SICBL, whenever a new practice is opened or if a change of details is required.\',u\'name\': u\'POSTCODE\', u\'type\': u\'string\', u\'format\': u\'default\'},{u\'title\': u\'British National Formulary (BNF) Chemical Substance Code\',u\'description\': u\'A unique code used to refer to a BNF Chemical Substance.For example, 0501013B0\',u\'name\': u\'BNF_CHEMICAL_SUBSTANCE\', u\'type\': u\'string\', u\'format\': u\'default\'},{u\'title\': u\'British National Formulary (BNF) Chemical Substance Description\',u\'description\': u\'The name of the main active ingredient in a drug or the type of an appliance. Determined by the British National Formulatory (BNF) for drugs, or the NHS BSA for appliances. For example, Amoxicillin\',u\'name\': u\'CHEMICAL_SUBSTANCE_BNF_DESCR\', u\'type\': u\'string\', u\'format\': u\'default\'},{u\'title\': u\'British National Formulary (BNF) Code\',u\'description\': u\'The unique code used to refer to a BNF Presentation. For example, 0501013B0AAABAB\',u\'name\': u\'BNF_CODE\', u\'type\': u\'string\', u\'format\': u\'default\'},{u\'title\': u\'British National Formulary (BNF) Description\',u\'description\': u\'The name given to the specific type, strength, and formulation of a drug; or, the specific type of an appliance. For example, Amoxicillin 500mg capsules\',u\'name\': u\'BNF_DESCRIPTION\', u\'type\': u\'string\', u\'format\': u\'default\'},{u\'title\': u\'British National Formulary (BNF) Description\',u\'description\': u\'The name given to a British National Formulatory (BNF) Chapter that includes the prescribed product. Includes the numerical code used to refer to the chapter.For example, 05: Infections\',u\'name\': u\'BNF_CHAPTER_PLUS_CODE\', u\'type\': u\'string\', u\'format\': u\'default\'},{u\'title\': u\'Quantity\',u\'description\': u\'The quantity of a medicine, dressing or appliance for which an individual item was prescribed and dispensed, for each BNF Presentation. This represents a pseudo pack size, to illustrate the typical range of prescribed quantities of a given presentation. For example, a quantity of 28 for Amoxicillin 500mg capsules means that the pack size dispensed was 28 capsules.\',u\'name\': u\'QUANTITY\', u\'type\': u\'number\', u\'format\': u\'default\'},{u\'title\': u\'Items\',u\'description\': u\'The number of times a product appears on a prescription form. Prescription forms include both paper prescriptions and electronic messages.\',u\'name\': u\'ITEMS\', u\'type\': u\'number\', u\'format\': u\'default\'},{u\'title\': u\'Total Quantity\',u\'description\': u\'The total quantity of a drug or appliance that was prescribed.This is calculated by multiplying Quantity by Items. For example, if 2 items of Amoxicillin 500mg capsules with a quantity of 28 were prescribed, total quantity will be 56.\',u\'name\': u\'TOTAL_QUANTITY\', u\'type\': u\'number\', u\'format\': u\'default\'},{u\'title\': u\'Average Daily Quantity (ADQ)\',u\'description\': u\'Average Daily Quantity (ADQ) is the typical daily dose of a medication, prescribed to adult patients by GP Practices.This field shows the quantity prescribed multiplied by the strength, which is then divided by the Average Daily Quantity value.\',u\'name\': u\'ADQUSAGE\', u\'type\': u\'number\', u\'format\': u\'default\'},{u\'title\': u\'Net Ingredient Cost (NIC)\',u\'description\': u\'In GBP. The amount that would be paid using the basic price of the prescribed drug or appliance and the quantity prescribed.Sometimes called the "Net Ingredient Cost" (NIC).The basic price is given either in the Drug Tariff or is determined from prices published by manufacturers, wholesalers or suppliers. Basic price is set out in Parts 8 and 9 of the Drug Tariff. For any drugs or appliances not in Part 8, the price is usually taken from the manufacturer, wholesaler or supplier of the product.\',u\'name\': u\'NIC\', u\'type\': u\'number\', u\'format\': u\'default\'},{u\'title\': u\'Actual Cost\',u\'description\': u\'In GBP. The basic cost after adjustment for the national average discount and some payments to the dispenser.See notes for details of the calculation. The calculation is:Net Ingredient Cost - National Average Discount Percentage + (payment for consumables + out of pocket expenses + payment for containers)\',u\'name\': u\'ACTUAL_COST\', u\'type\': u\'number\', u\'format\': u\'default\'},{u\'title\': u\'Unidentified\',u\'description\': u\'This field shows data from prescription forms that could not be allocated to a Practice. Please see the guidance notes for a more detailed explanation of this field, and its uses.\',u\'name\': u\'UNIDENTIFIED\', u\'type\': u\'string\', u\'format\': u\'default\'},{u\'title\': u\'Presentation SNOMED code\',u\'description\': u\'A SNOMED CT (Systemised Nomenclature of Medicine Clinical Terms) is a clinical vocabulary readable by computers. The SNOMED code contained within the data is a unique identifier for each Medicinal Product (both VMP and AMP level). The identifier will not be re-used and or allocated to another presentation.\',u\'name\': u\'SNOMED_CODE\', u\'type\': u\'number\', u\'format\': u\'default\'}], u\'missingValues\': [u\'\']}', 'bq_table_name': 'EPD_SNOMED_202401', 'hash': '7d7acfcab64bc516ec1a642a3e21ce6b4b6e9e328a4bcaf1df9a56a30480accb', 'description': '', 'format': 'CSV', 'mimetype_inner': None, 'url_type': 'upload', 'mimetype': 'text/csv', 'cache_url': None, 'name': 'EPD_SNOMED_202401', 'created': '2024-03-18T14:32:17.202329', 'url': 'https://opendata.nhsbsa.net/dataset/906115a6-4155-44be-8b81-f8e83cebfb84/resource/e43050cd-815b-478e-916a-91952448d5bf/download/epd_snomed_202401.csv', 'last_modified': '2024-03-18T14:32:16.982254', 'position': 38, 'revision_id': 'aed266fd-d148-4149-ac32-1063af92a5e4', 'resource_type': None}, {'encoding': 'utf-8', 'sample': '{}', 'package_id': '906115a6-4155-44be-8b81-f8e83cebfb84', 'datastore_active': False, 'id': '93b7d85b-e734-406d-8406-67f169c803eb', 'bq_table_name': 'EPD_SNOMED_202402', 'size': 7155429235, 'title': 'English Prescribing Dataset (EPD) with SNOMED code - Feb 2024', 'restricted': '{"level": "public"}', 'cache_last_updated': None, 'state': 'active', 'sha256': 'dd59f248fb4f872f6b2bea952206fe44821e4254eb82ffec60a373b9495a9d72', 'zip_url': 'https://83025b28472d6aa2bf5ae59f3724aa78.eu.r2.cloudflarestorage.com/dx-nhs-production/DATOPIAN_DATA/EPD_202402.zip?response-content-disposition=filename%3DEPD_202402.zip&X-Amz-Algorithm=AWS4-HMAC-SHA256&X-Amz-Expires=3600&X-Amz-Credential=d1d532dd4244a61845b7ea3d94bcd4d9%2F20240528%2Fus-east-1%2Fs3%2Faws4_request&X-Amz-SignedHeaders=host&X-Amz-Date=20240528T140250Z&X-Amz-Signature=88ed1428ffd0267a6d40b4fe7fea275bf295695ed0100c7de283ba1d009049bd', 'lfs_prefix': 'experimental-data-sets/english-prescribing-dataset-epd-with-snomed-code', 'schema': '{u\'fields\': [{u\'title\': u\'Year and Month as YYYYMM\', u\'type\': u\'number\', u\'description\': u\'Example: 201401\', u\'name\': u\'YEAR_MONTH\', u\'format\': u\'default\'}, {u\'title\': u\'Regional Office Name\', u\'type\': u\'string\', u\'description\': u\'The name given to a geographical region by NHS England. Each region supports local systems to provide more joined up and care for patients.\', u\'name\': u\'REGIONAL_OFFICE_NAME\', u\'format\': u\'default\'}, {u\'title\': u\'Regional Office Code\', u\'type\': u\'string\', u\'description\': u\'The unique code used to refer to a Regional Office.\', u\'name\': u\'REGIONAL_OFFICE_CODE\', u\'format\': u\'default\'}, {u\'title\': u\'Integrated Care Board (ICB) Name\', u\'type\': u\'string\', u\'description\': u\'The name given to a geographical statutory organisation by NHS England that is a smaller division of a Region.\', u\'name\': u\'ICB_NAME\', u\'format\': u\'default\'}, {u\'title\': u\'Integrated Care Board (ICB) Code\', u\'type\': u\'string\', u\'description\': u\'The unique code used to refer to an ICB.\', u\'name\': u\'ICB_CODE\', u\'format\': u\'default\'}, {u\'title\': u\'Primary Care Organisation Name\', u\'type\': u\'string\', u\'description\': u\'An NHS organisation that commissions or provides care services involving prescriptions that are dispensed in the community. For example: a Sub Integrated Care Board Location (SICBL), an NHS Trust.\', u\'name\': u\'PCO_NAME\', u\'format\': u\'default\'}, {u\'title\': u\'Primary Care Organisation Code\', u\'type\': u\'string\', u\'description\': u\'The unique code used to refer to a Primary Care Organisation.\', u\'name\': u\'PCO_CODE\', u\'format\': u\'default\'}, {u\'title\': u\'Practice Name\', u\'type\': u\'string\', u\'description\': u\'The name of an organisation that employs one or more prescribers who issue prescriptions that may be dispensed in the community. For example:a GP Practice, an Out-of-Hours service, a hospital department within an NHS Trust.\', u\'name\': u\'PRACTICE_NAME\', u\'format\': u\'default\'}, {u\'title\': u\'Practice Code\', u\'type\': u\'string\', u\'description\': u\'The unique code used to refer to a Practice.\', u\'name\': u\'PRACTICE_CODE\', u\'format\': u\'default\'}, {u\'title\': u\'Address Field 1\', u\'type\': u\'string\', u\'description\': u\'The Address used by a Practice. This data is supplied by Primary Care Support England (PSCE), NHS England ICBs or the SICBL, whenever a new practice is opened or if a change of details is required.\', u\'name\': u\'ADDRESS_1\', u\'format\': u\'default\'}, {u\'title\': u\'Address Field 2\', u\'type\': u\'string\', u\'description\': u\'The Address used by a Practice. This data is supplied by Primary Care Support England (PSCE), NHS England ICBs or the SICBL, whenever a new practice is opened or if a change of details is required.\', u\'name\': u\'ADDRESS_2\', u\'format\': u\'default\'}, {u\'title\': u\'Address Field 3\', u\'type\': u\'string\', u\'description\': u\'The Address used by a Practice. This data is supplied by Primary Care Support England (PSCE), NHS England ICBs or the SICBL, whenever a new practice is opened or if a change of details is required.\', u\'name\': u\'ADDRESS_3\', u\'format\': u\'default\'}, {u\'title\': u\'Address Field 4\', u\'type\': u\'string\', u\'description\': u\'The Address used by a Practice. This data is supplied by Primary Care Support England (PSCE), NHS England ICBs or the SICBL, whenever a new practice is opened or if a change of details is required.\', u\'name\': u\'ADDRESS_4\', u\'format\': u\'default\'}, {u\'title\': u\'Post Code\', u\'type\': u\'string\', u\'description\': u\'The Address used by a Practice. This data is supplied by Primary Care Support England (PSCE), NHS England ICBs or the SICBL, whenever a new practice is opened or if a change of details is required.\', u\'name\': u\'POSTCODE\', u\'format\': u\'default\'}, {u\'title\': u\'British National Formulary (BNF) Chemical Substance Code\', u\'type\': u\'string\', u\'description\': u\'A unique code used to refer to a BNF Chemical Substance.For example, 0501013B0\', u\'name\': u\'BNF_CHEMICAL_SUBSTANCE\', u\'format\': u\'default\'}, {u\'title\': u\'British National Formulary (BNF) Chemical Substance Description\', u\'type\': u\'string\', u\'description\': u\'The name of the main active ingredient in a drug or the type of an appliance. Determined by the British National Formulatory (BNF) for drugs, or the NHS BSA for appliances. For example, Amoxicillin\', u\'name\': u\'CHEMICAL_SUBSTANCE_BNF_DESCR\', u\'format\': u\'default\'}, {u\'title\': u\'British National Formulary (BNF) Code\', u\'type\': u\'string\', u\'description\': u\'The unique code used to refer to a BNF Presentation. For example, 0501013B0AAABAB\', u\'name\': u\'BNF_CODE\', u\'format\': u\'default\'}, {u\'title\': u\'British National Formulary (BNF) Description\', u\'type\': u\'string\', u\'description\': u\'The name given to the specific type, strength, and formulation of a drug; or, the specific type of an appliance. For example, Amoxicillin 500mg capsules\', u\'name\': u\'BNF_DESCRIPTION\', u\'format\': u\'default\'}, {u\'title\': u\'British National Formulary (BNF) Description\', u\'type\': u\'string\', u\'description\': u\'The name given to a British National Formulatory (BNF) Chapter that includes the prescribed product. Includes the numerical code used to refer to the chapter.For example, 05: Infections\', u\'name\': u\'BNF_CHAPTER_PLUS_CODE\', u\'format\': u\'default\'}, {u\'title\': u\'Quantity\', u\'type\': u\'number\', u\'description\': u\'The quantity of a medicine, dressing or appliance for which an individual item was prescribed and dispensed, for each BNF Presentation. This represents a pseudo pack size, to illustrate the typical range of prescribed quantities of a given presentation. For example, a quantity of 28 for Amoxicillin 500mg capsules means that the pack size dispensed was 28 capsules.\', u\'name\': u\'QUANTITY\', u\'format\': u\'default\'}, {u\'title\': u\'Items\', u\'type\': u\'number\', u\'description\': u\'The number of times a product appears on a prescription form. Prescription forms include both paper prescriptions and electronic messages.\', u\'name\': u\'ITEMS\', u\'format\': u\'default\'}, {u\'title\': u\'Total Quantity\', u\'type\': u\'number\', u\'description\': u\'The total quantity of a drug or appliance that was prescribed.This is calculated by multiplying Quantity by Items. For example, if 2 items of Amoxicillin 500mg capsules with a quantity of 28 were prescribed, total quantity will be 56.\', u\'name\': u\'TOTAL_QUANTITY\', u\'format\': u\'default\'}, {u\'title\': u\'Average Daily Quantity (ADQ)\', u\'type\': u\'number\', u\'description\': u\'Average Daily Quantity (ADQ) is the typical daily dose of a medication, prescribed to adult patients by GP Practices.This field shows the quantity prescribed multiplied by the strength, which is then divided by the Average Daily Quantity value.\', u\'name\': u\'ADQUSAGE\', u\'format\': u\'default\'}, {u\'title\': u\'Net Ingredient Cost (NIC)\', u\'type\': u\'number\', u\'description\': u\'In GBP. The amount that would be paid using the basic price of the prescribed drug or appliance and the quantity prescribed.Sometimes called the "Net Ingredient Cost" (NIC).The basic price is given either in the Drug Tariff or is determined from prices published by manufacturers, wholesalers or suppliers. Basic price is set out in Parts 8 and 9 of the Drug Tariff. For any drugs or appliances not in Part 8, the price is usually taken from the manufacturer, wholesaler or supplier of the product.\', u\'name\': u\'NIC\', u\'format\': u\'default\'}, {u\'title\': u\'Actual Cost\', u\'type\': u\'number\', u\'description\': u\'In GBP. The basic cost after adjustment for the national average discount and some payments to the dispenser.See notes for details of the calculation. The calculation is:Net Ingredient Cost - National Average Discount Percentage + (payment for consumables + out of pocket expenses + payment for containers)\', u\'name\': u\'ACTUAL_COST\', u\'format\': u\'default\'}, {u\'title\': u\'Unidentified\', u\'type\': u\'string\', u\'description\': u\'This field shows data from prescription forms that could not be allocated to a Practice. Please see the guidance notes for a more detailed explanation of this field, and its uses.\', u\'name\': u\'UNIDENTIFIED\', u\'format\': u\'default\'}, {u\'title\': u\'Presentation SNOMED code\', u\'type\': u\'number\', u\'description\': u\'A SNOMED CT (Systemised Nomenclature of Medicine Clinical Terms) is a clinical vocabulary readable by computers. The SNOMED code contained within the data is a unique identifier for each Medicinal Product (both VMP and AMP level). The identifier will not be re-used and or allocated to another presentation.\', u\'name\': u\'SNOMED_CODE\', u\'format\': u\'default\'}], u\'missingValues\': [u\'\']}', 'dialect': '{u\'quoteChar\': u\'"\', u\'delimiter\': u\',\'}', 'hash': 'dd59f248fb4f872f6b2bea952206fe44821e4254eb82ffec60a373b9495a9d72', 'description': '', 'format': 'CSV', 'mimetype_inner': None, 'url_type': 'upload', 'mimetype': None, 'cache_url': None, 'name': 'EPD_SNOMED_202402', 'created': '2024-04-30T20:23:27.059505', 'url': 'https://opendata.nhsbsa.net/dataset/906115a6-4155-44be-8b81-f8e83cebfb84/resource/93b7d85b-e734-406d-8406-67f169c803eb/download/epd_snomed_202402.csv', 'last_modified': None, 'position': 39, 'revision_id': 'aed266fd-d148-4149-ac32-1063af92a5e4', 'resource_type': None}, {'cache_last_updated': None, 'package_id': '906115a6-4155-44be-8b81-f8e83cebfb84', 'datastore_active': 'true', 'id': '2e950c3e-37a5-45bb-b81d-41ef9c0f2898', 'size': 7207178759, 'title': 'English Prescribing Dataset (EPD) with SNOMED code - Mar 2024', 'restricted': '{level: public}', 'encoding': 'utf8', 'state': 'active', 'sha256': '801d43abab8619c82f24d2ceb078796aee32cf58e45a5fb2bf4590d89ced9c98', 'zip_url': 'https://83025b28472d6aa2bf5ae59f3724aa78.eu.r2.cloudflarestorage.com/dx-nhs-production/DATOPIAN_DATA/EPD_SNOMED_202403.ZIP?response-content-disposition=filename%3DEPD_SNOMED_202403.ZIP&X-Amz-Algorithm=AWS4-HMAC-SHA256&X-Amz-Expires=3600&X-Amz-Credential=d1d532dd4244a61845b7ea3d94bcd4d9%2F20240528%2Fus-east-1%2Fs3%2Faws4_request&X-Amz-SignedHeaders=host&X-Amz-Date=20240528T140250Z&X-Amz-Signature=e8c8b24f5f981771e8ea1300ed90e5648bbc705d156e92136043e485aee6f02c', 'lfs_prefix': 'experimental-data-sets/english-prescribing-dataset-epd-with-snomed-code', 'schema': '{u\'fields\': [{u\'title\': u\'Year and Month as YYYYMM\',u\'description\': u\'Example: 201401\',u\'name\': u\'YEAR_MONTH\', u\'type\': u\'number\', u\'format\': u\'default\'},{u\'title\': u\'Regional Office Name\',u\'description\': u\'The name given to a geographical region by NHS England. Each region supports local systems to provide more joined up and care for patients.\',u\'name\': u\'REGIONAL_OFFICE_NAME\', u\'type\': u\'string\', u\'format\': u\'default\'},{u\'title\': u\'Regional Office Code\',u\'description\': u\'The unique code used to refer to a Regional Office.\',u\'name\': u\'REGIONAL_OFFICE_CODE\', u\'type\': u\'string\', u\'format\': u\'default\'},{u\'title\': u\'Integrated Care Board (ICB) Name\',u\'description\': u\'The name given to a geographical statutory organisation by NHS England that is a smaller division of a Region.\',u\'name\': u\'ICB_NAME\', u\'type\': u\'string\', u\'format\': u\'default\'},{u\'title\': u\'Integrated Care Board (ICB) Code\',u\'description\': u\'The unique code used to refer to an ICB.\',u\'name\': u\'ICB_CODE\', u\'type\': u\'string\', u\'format\': u\'default\'},{u\'title\': u\'Primary Care Organisation Name\',u\'description\': u\'An NHS organisation that commissions or provides care services involving prescriptions that are dispensed in the community. For example: a Sub Integrated Care Board Location (SICBL), an NHS Trust.\',u\'name\': u\'PCO_NAME\', u\'type\': u\'string\', u\'format\': u\'default\'},{u\'title\': u\'Primary Care Organisation Code\',u\'description\': u\'The unique code used to refer to a Primary Care Organisation.\',u\'name\': u\'PCO_CODE\', u\'type\': u\'string\', u\'format\': u\'default\'},{u\'title\': u\'Practice Name\',u\'description\': u\'The name of an organisation that employs one or more prescribers who issue prescriptions that may be dispensed in the community. For example:a GP Practice, an Out-of-Hours service, a hospital department within an NHS Trust.\',u\'name\': u\'PRACTICE_NAME\', u\'type\': u\'string\', u\'format\': u\'default\'},{u\'title\': u\'Practice Code\',u\'description\': u\'The unique code used to refer to a Practice.\',u\'name\': u\'PRACTICE_CODE\', u\'type\': u\'string\', u\'format\': u\'default\'},{u\'title\': u\'Address Field 1\',u\'description\': u\'The Address used by a Practice. This data is supplied by Primary Care Support England (PSCE), NHS England ICBs or the SICBL, whenever a new practice is opened or if a change of details is required.\',u\'name\': u\'ADDRESS_1\', u\'type\': u\'string\', u\'format\': u\'default\'},{u\'title\': u\'Address Field 2\',u\'description\': u\'The Address used by a Practice. This data is supplied by Primary Care Support England (PSCE), NHS England ICBs or the SICBL, whenever a new practice is opened or if a change of details is required.\',u\'name\': u\'ADDRESS_2\', u\'type\': u\'string\', u\'format\': u\'default\'},{u\'title\': u\'Address Field 3\',u\'description\': u\'The Address used by a Practice. This data is supplied by Primary Care Support England (PSCE), NHS England ICBs or the SICBL, whenever a new practice is opened or if a change of details is required.\',u\'name\': u\'ADDRESS_3\', u\'type\': u\'string\', u\'format\': u\'default\'},{u\'title\': u\'Address Field 4\',u\'description\': u\'The Address used by a Practice. This data is supplied by Primary Care Support England (PSCE), NHS England ICBs or the SICBL, whenever a new practice is opened or if a change of details is required.\',u\'name\': u\'ADDRESS_4\', u\'type\': u\'string\', u\'format\': u\'default\'},{u\'title\': u\'Post Code\',u\'description\': u\'The Address used by a Practice. This data is supplied by Primary Care Support England (PSCE), NHS England ICBs or the SICBL, whenever a new practice is opened or if a change of details is required.\',u\'name\': u\'POSTCODE\', u\'type\': u\'string\', u\'format\': u\'default\'},{u\'title\': u\'British National Formulary (BNF) Chemical Substance Code\',u\'description\': u\'A unique code used to refer to a BNF Chemical Substance.For example, 0501013B0\',u\'name\': u\'BNF_CHEMICAL_SUBSTANCE\', u\'type\': u\'string\', u\'format\': u\'default\'},{u\'title\': u\'British National Formulary (BNF) Chemical Substance Description\',u\'description\': u\'The name of the main active ingredient in a drug or the type of an appliance. Determined by the British National Formulatory (BNF) for drugs, or the NHS BSA for appliances. For example, Amoxicillin\',u\'name\': u\'CHEMICAL_SUBSTANCE_BNF_DESCR\', u\'type\': u\'string\', u\'format\': u\'default\'},{u\'title\': u\'British National Formulary (BNF) Code\',u\'description\': u\'The unique code used to refer to a BNF Presentation. For example, 0501013B0AAABAB\',u\'name\': u\'BNF_CODE\', u\'type\': u\'string\', u\'format\': u\'default\'},{u\'title\': u\'British National Formulary (BNF) Description\',u\'description\': u\'The name given to the specific type, strength, and formulation of a drug; or, the specific type of an appliance. For example, Amoxicillin 500mg capsules\',u\'name\': u\'BNF_DESCRIPTION\', u\'type\': u\'string\', u\'format\': u\'default\'},{u\'title\': u\'British National Formulary (BNF) Description\',u\'description\': u\'The name given to a British National Formulatory (BNF) Chapter that includes the prescribed product. Includes the numerical code used to refer to the chapter.For example, 05: Infections\',u\'name\': u\'BNF_CHAPTER_PLUS_CODE\', u\'type\': u\'string\', u\'format\': u\'default\'},{u\'title\': u\'Quantity\',u\'description\': u\'The quantity of a medicine, dressing or appliance for which an individual item was prescribed and dispensed, for each BNF Presentation. This represents a pseudo pack size, to illustrate the typical range of prescribed quantities of a given presentation. For example, a quantity of 28 for Amoxicillin 500mg capsules means that the pack size dispensed was 28 capsules.\',u\'name\': u\'QUANTITY\', u\'type\': u\'number\', u\'format\': u\'default\'},{u\'title\': u\'Items\',u\'description\': u\'The number of times a product appears on a prescription form. Prescription forms include both paper prescriptions and electronic messages.\',u\'name\': u\'ITEMS\', u\'type\': u\'number\', u\'format\': u\'default\'},{u\'title\': u\'Total Quantity\',u\'description\': u\'The total quantity of a drug or appliance that was prescribed.This is calculated by multiplying Quantity by Items. For example, if 2 items of Amoxicillin 500mg capsules with a quantity of 28 were prescribed, total quantity will be 56.\',u\'name\': u\'TOTAL_QUANTITY\', u\'type\': u\'number\', u\'format\': u\'default\'},{u\'title\': u\'Average Daily Quantity (ADQ)\',u\'description\': u\'Average Daily Quantity (ADQ) is the typical daily dose of a medication, prescribed to adult patients by GP Practices.This field shows the quantity prescribed multiplied by the strength, which is then divided by the Average Daily Quantity value.\',u\'name\': u\'ADQUSAGE\', u\'type\': u\'number\', u\'format\': u\'default\'},{u\'title\': u\'Net Ingredient Cost (NIC)\',u\'description\': u\'In GBP. The amount that would be paid using the basic price of the prescribed drug or appliance and the quantity prescribed.Sometimes called the "Net Ingredient Cost" (NIC).The basic price is given either in the Drug Tariff or is determined from prices published by manufacturers, wholesalers or suppliers. Basic price is set out in Parts 8 and 9 of the Drug Tariff. For any drugs or appliances not in Part 8, the price is usually taken from the manufacturer, wholesaler or supplier of the product.\',u\'name\': u\'NIC\', u\'type\': u\'number\', u\'format\': u\'default\'},{u\'title\': u\'Actual Cost\',u\'description\': u\'In GBP. The basic cost after adjustment for the national average discount and some payments to the dispenser.See notes for details of the calculation. The calculation is:Net Ingredient Cost - National Average Discount Percentage + (payment for consumables + out of pocket expenses + payment for containers)\',u\'name\': u\'ACTUAL_COST\', u\'type\': u\'number\', u\'format\': u\'default\'},{u\'title\': u\'Unidentified\',u\'description\': u\'This field shows data from prescription forms that could not be allocated to a Practice. Please see the guidance notes for a more detailed explanation of this field, and its uses.\',u\'name\': u\'UNIDENTIFIED\', u\'type\': u\'string\', u\'format\': u\'default\'},{u\'title\': u\'Presentation SNOMED code\',u\'description\': u\'A SNOMED CT (Systemised Nomenclature of Medicine Clinical Terms) is a clinical vocabulary readable by computers. The SNOMED code contained within the data is a unique identifier for each Medicinal Product (both VMP and AMP level). The identifier will not be re-used and or allocated to another presentation.\',u\'name\': u\'SNOMED_CODE\', u\'type\': u\'number\', u\'format\': u\'default\'}], u\'missingValues\': [u\'\']}', 'bq_table_name': 'EPD_SNOMED_202403', 'hash': '801d43abab8619c82f24d2ceb078796aee32cf58e45a5fb2bf4590d89ced9c98', 'description': '', 'format': 'CSV', 'mimetype_inner': None, 'url_type': 'upload', 'mimetype': 'text/csv', 'cache_url': None, 'name': 'EPD_SNOMED_202403', 'created': '2024-05-16T14:27:41.010700', 'url': 'https://opendata.nhsbsa.net/dataset/906115a6-4155-44be-8b81-f8e83cebfb84/resource/2e950c3e-37a5-45bb-b81d-41ef9c0f2898/download/epd_snomed_202403.csv', 'last_modified': None, 'position': 40, 'revision_id': 'aed266fd-d148-4149-ac32-1063af92a5e4', 'resource_type': None}], 'num_resources': 41, 'tags': [{'vocabulary_id': None, 'state': 'active', 'display_name': 'Experimental', 'id': 'e0f16473-c39e-4206-a2bf-143875873f51', 'name': 'Experimental'}, {'vocabulary_id': None, 'state': 'active', 'display_name': 'Prescribing', 'id': '10a6f51b-4115-4116-963e-e777282ae7db', 'name': 'Prescribing'}, {'vocabulary_id': None, 'state': 'active', 'display_name': 'Prescriptions', 'id': '625e4706-25ca-430e-9024-d5afa85dbe05', 'name': 'Prescriptions'}], 'groups': [], 'license_id': 'OGL-UK-3.0', 'relationships_as_subject': [], 'organization': {'description': 'A sandbox area that hosts experimental and innovative datasets.', 'created': '2021-04-30T09:06:53.622168', 'title': 'Experimental Data Sets', 'name': 'experimental-data-sets', 'is_organization': True, 'state': 'active', 'image_url': 'https://storage.googleapis.com/dx-nhs-production/_assets/group/experimental-icon.jpg', 'revision_id': 'a9af9e39-81cb-4e2b-8ee2-e2f2b4ec1fa6', 'type': 'organization', 'id': '3d55cbc1-7ff0-4818-a3ac-e0da3c3698cd', 'approval_status': 'approved'}, 'name': 'english-prescribing-dataset-epd-with-snomed-code', 'isopen': True, 'url': 'NHS Business Services Authority (NHSBSA) Data warehouse ', 'notes': "The English Prescribing Data set contains detailed information on prescriptions issued in England that have been dispensed in England, Wales, Scotland, Guernsey, Alderney, Jersey, and the Isle of Man. This experimental version of the data contains an additional column - SNOMED Code.\r\n\r\nWe are releasing this as an experimental data set initially to allow users to provide us with feedback on its use and utility and to allow you to make any amendments that are needed to your own systems before we implement these changes in the live version of the data. You can provide us with feedback by completing [the online form](https://wh1.snapsurveys.com/s.asp?k=161943168158) or by emailing [DataServicesSupport@nhsbsa.nhs.uk](mailto:DataServicesSupport@nhsbsa.nhs.uk). This data set will be updated each month and then merged with the existing EPD in the future once we are confident it meets our user's needs.\r\n\r\nThe inclusion of SNOMED Code within the data means that it is now at a more granular level and the data files are larger than they were before. We estimate that each monthly release will now increase in size by approximately 1.25 million rows and 200MB in file size. You can read more about the changes we have made in the provided guidance document.\r\n\r\n[English Prescribing Dataset (EPD) Guidance (ODT: 236KB)](https://github.com/NHSBSA-Open-Data/OPD/raw/main/EPD_SNOMED_release_guidance_v003.odt)\r\n\r\n[English Prescribing Dataset (EPD) Guidance (PDF: 249KB)](https://github.com/NHSBSA-Open-Data/OPD/raw/main/EPD_SNOMED_release_guidance_v003.pdf)\r\n\r\n## Notices\r\n\r\n**15 July 2022:** In the May 2022 EPD with Snomed code release the STP Name and STP code columns have been replaced with Integrated Care Board (ICB) and ICB code columns. CCG’s (Clinical Commissioning Groups) will be renamed as SICBL’s (Sub Integrated Care Board Locations) within the PCO Name Column, for example, KIRKLEES CCG will be changing to NHS WEST YORKSHIRE ICB X2C4Y. \r\n\r\nThis is to reflect the new NHS organisational structure - details can be found at the [NHS Digital’s Integrated Care Board page](https://digital.nhs.uk/services/organisation-data-service/integrated-care-boards).", 'owner_org': '3d55cbc1-7ff0-4818-a3ac-e0da3c3698cd', 'extras': [{'key': 'tableschema', 'value': '{"fields": [{"name": "YEAR_MONTH", "title": "Year and Month as YYYYMM", "type": "integer", "description": "Example: `201401`"}, {"name": "REGIONAL_OFFICE_NAME", "title": "Regional Office Name", "type": "string", "description": "The name given to a geographical region by NHS England. Each region supports local systems to provide more joined up and care for patients."}, {"name": "REGIONAL_OFFICE_CODE", "title": "Regional Office Code", "type": "string", "description": "The unique code used to refer to a Regional Office."}, {"name": "AREA_TEAM_NAME", "title": "Area Team Name", "type": "string", "description": "The name given to a geographical area by NHS England that is a smaller division of a Regional Office. (This column is only present in data from Jan 2014 to Mar 2020)"}, {"name": "AREA_TEAM_CODE", "title": "Area Team Code", "type": "string", "description": "The unique code used to refer to an Area Team. (This column is only present in data from Jan 2014 to Mar 2020)"}, {"name": "STP_NAME", "title": "Area Team Name", "type": "string", "description": "The name given to a geographical area by NHS England that is a smaller division of a Region. STP stands for Sustainability and Transformation Partnership"}, {"name": "STP_CODE", "title": "Area Team Code", "type": "string", "description": "The unique code used to refer to an STP. STP stands for Sustainability and Transformation Partnership."}, {"name": "PCO_NAME", "title": "Primary Care Organisation Name", "type": "string", "description": "An NHS organisation that commissions or provides care services involving prescriptions that are dispensed in the community. \\n\\nFor example: a Clinical Commissioning Group (CCG), an NHS Trust."}, {"name": "PCO_CODE", "title": "Primary Care Organisation Code", "type": "string", "description": "The unique code used to refer to a Primary Care Organisation."}, {"name": "PRACTICE_NAME", "title": "Practice Name ", "type": "string", "description": "The name of an organisation that employs one or more prescribers who issue prescriptions that may be dispensed in the community. For example:\\na GP Practice, an Out-of-Hours service, a hospital department within an NHS Trust."}, {"name": "PRACTICE_CODE", "title": "Practice Code", "type": "string", "description": "The unique code used to refer to a Practice."}, {"name": "ADDRESS_1", "title": "Address Field 1", "type": "string", "description": "The Address used by a Practice. This data is supplied by Primary Care Support England (PSCE), NHS England Area Teams or the Clinical Commissioning Group, whenever a new practice is opened or if a change of details is required.\\n\\nThis data is supplied by Primary Care Support England (PSCE), NHS England Area Teams or the Clinical Commissioning Group, whenever a new practice is opened or if a change of details is required."}, {"name": "ADDRESS_2", "title": "Address Field 2", "type": "string", "description": "The Address used by a Practice. This data is supplied by Primary Care Support England (PSCE), NHS England Area Teams or the Clinical Commissioning Group, whenever a new practice is opened or if a change of details is required.\\n\\nThis data is supplied by Primary Care Support England (PSCE), NHS England Area Teams or the Clinical Commissioning Group, whenever a new practice is opened or if a change of details is required."}, {"name": "ADDRESS_3", "title": "Address Field 3", "type": "string", "description": "The Address used by a Practice. This data is supplied by Primary Care Support England (PSCE), NHS England Area Teams or the Clinical Commissioning Group, whenever a new practice is opened or if a change of details is required.\\n\\nThis data is supplied by Primary Care Support England (PSCE), NHS England Area Teams or the Clinical Commissioning Group, whenever a new practice is opened or if a change of details is required."}, {"name": "ADDRESS_4", "title": "Address Field 4", "type": "string", "description": "The Address used by a Practice. This data is supplied by Primary Care Support England (PSCE), NHS England Area Teams or the Clinical Commissioning Group, whenever a new practice is opened or if a change of details is required.\\n\\nThis data is supplied by Primary Care Support England (PSCE), NHS England Area Teams or the Clinical Commissioning Group, whenever a new practice is opened or if a change of details is required."}, {"name": "POSTCODE", "title": "Post Code", "type": "string", "description": "The Address used by a Practice. This data is supplied by Primary Care Support England (PSCE), NHS England Area Teams or the Clinical Commissioning Group, whenever a new practice is opened or if a change of details is required.\\n\\nThis data is supplied by Primary Care Support England (PSCE), NHS England Area Teams or the Clinical Commissioning Group, whenever a new practice is opened or if a change of details is required."}, {"name": "BNF_CHEMICAL_SUBSTANCE", "title": " British National Formulatory (BNF) Chemical Substance Code", "type": "string", "description": "A unique code used to refer to a BNF Chemical Substance.\\n\\nFor example, `0501013B0`"}, {"name": "CHEMICAL_SUBSTANCE_BNF_DESCR", "title": " British National Formulatory (BNF) Chemical Substance Description", "type": "string", "description": "The name of the main active ingredient in a drug or the type of an appliance. \\n\\nDetermined by the British National Formulatory (BNF) for drugs, or the NHS BSA for appliances. For example, `Amoxicillin`"}, {"name": "BNF_CODE", "title": " British National Formulatory (BNF) Code", "type": "string", "description": "The unique code used to refer to a BNF Presentation. For example, `0501013B0AAABAB`"}, {"name": "BNF_DESCRIPTION", "title": " British National Formulatory (BNF) Description", "type": "string", "description": "The name given to the specific type, strength, and formulation of a drug; or, the specific type of an appliance. For example, `Amoxicillin 500mg` capsules"}, {"name": "BNF_CHAPTER_PLUS_CODE", "title": "British National Formulatory (BNF) Description", "type": "string", "description": "The name given to a British National Formulatory (BNF) Chapter that includes the prescribed product. Includes the numerical code used to refer to the chapter.\\n\\nFor example, `05: Infections`"}, {"name": "QUANTITY", "title": "Quantity", "type": "number", "description": "The quantity of a medicine, dressing or appliance for which an individual item was prescribed and dispensed, for each BNF Presentation. This represents a pseudo pack size, to illustrate the typical range of prescribed quantities of a given presentation. For example, a quantity of 28 for `Amoxicillin 500mg` capsules means that the pack size dispensed was 28 capsules."}, {"name": "ITEMS", "title": "Items", "type": "integer", "description": "The number of times a product appears on a prescription form. Prescription forms include both paper prescriptions and electronic messages."}, {"name": "TOTAL_QUANTITY", "title": "Total Quantity", "type": "number", "description": "The total quantity of a drug or appliance that was prescribed.\\n\\nThis is calculated by multiplying Quantity by Items. For example, if 2 items of `Amoxicillin 500mg` capsules with a quantity of 28 were prescribed, total quantity will be 56."}, {"name": "ADQUSAGE", "title": "Average Daily Quantity (ADQ) ", "type": "number", "description": "Average Daily Quantity (ADQ) is the typical daily dose of a medication, prescribed to adult patients by GP Practices.\\n\\nThis field shows the quantity prescribed multiplied by the strength, which is then divided by the Average Daily Quantity value."}, {"name": "NIC", "title": "Net Ingredient Cost (NIC)", "type": "number", "description": "The amount that would be paid using the basic price of the prescribed drug or appliance and the quantity prescribed.\\n\\nSometimes called the \'Net Ingredient Cost\' (NIC).\\n\\nThe basic price is given either in the Drug Tariff or is determined from prices published by manufacturers, wholesalers or suppliers. Basic price is set out in Parts 8 and 9 of the Drug Tariff. \\n\\nFor any drugs or appliances not in Part 8, the price is usually taken from the manufacturer, wholesaler or supplier of the product."}, {"name": "ACTUAL_COST", "title": "Actual Cost ", "type": "number", "description": "The basic cost after adjustment for the national average discount and some payments to the dispenser.\\n\\nSee notes for details of the calculation. The calculation is:\\n\\nNet Ingredient Cost - National Average Discount Percentage + (payment for consumables + out of pocket expenses + payment for containers)"}, {"name": "UNIDENTIFIED", "title": "Unidentified", "type": "boolean", "description": "This field shows data from prescription forms that could not be allocated to a Practice. Please see the guidance notes for a more detailed explanation of this field, and its uses."}, {"name": "SNOMED_CODE", "title": "Presentation SNOMED code", "type": "interger", "description": "Example: `323510009`"]}'}], 'license_url': 'https://www.nationalarchives.gov.uk/doc/open-government-licence/version/3/', 'title': 'English Prescribing Dataset (EPD) with SNOMED Code', 'revision_id': '2e6f066b-3882-4a10-b073-4f4742f63e41'}}, 'permission_labels': None} English Prescribing Dataset (EPD) with SNOMED Code 1 year ago

Michael Smith create a new discussion board
English Prescribing Dataset (EPD) with SNOMED Code 1 year ago

paul_westrip added a new comment
{'id': '9e81e2a4-127f-4ced-8765-f77da17b857b', 'timestamp': '2023-11-14T18:31:29.883938', 'user_id': 'd88b189d-8107-4e6e-942b-e40ed83d89aa', 'object_id': '906115a6-4155-44be-8b81-f8e83cebfb84', 'activity_type': 'changed issue', 'data': {'id': 30, 'comment': 'Hi\r\n\r\nYou are entirely free to use this and any data on the Open Data Portal for your purposes.\r\n\r\nWe publish under open government licence the https://www.nationalarchives.gov.uk/doc/open-government-licence/version/3/\r\n\r\nAll we ask is that we are acknowledged as the source of the data. \r\n\r\nGood luck with the research!', 'user_id': 'd88b189d-8107-4e6e-942b-e40ed83d89aa', 'issue_id': 17, 'created': '2023-11-14 18:31:29.820928', 'visibility': 'visible', 'abuse_status': 'unmoderated', 'user': {'email_hash': '0a70e7432f0fbb8664de1e622a5f3aec', 'about': 'Service Lead for Open Data at the NHSBSA\r\n\r\nPlease reach out if you have questions or ideas', 'display_name': 'paul_westrip', 'name': 'paul_westrip', 'created': '2022-08-04T14:58:42.347572', 'ckan_url': '/user/paul_westrip', 'gravatar_url': '//gravatar.com/avatar/0a70e7432f0fbb8664de1e622a5f3aec?s=48', 'id': 'd88b189d-8107-4e6e-942b-e40ed83d89aa', 'sysadmin': True, 'activity_streams_email_notifications': True, 'state': 'active', 'number_of_edits': 490, 'gravatar': '<img src="//gravatar.com/avatar/0a70e7432f0fbb8664de1e622a5f3aec?s=48&d=identicon"\n class="gravatar" width="48" height="48" alt="Gravatar" />', 'fullname': '', 'number_created_packages': 7}, 'dataset_id': '906115a6-4155-44be-8b81-f8e83cebfb84', 'issue_number': 1, 'package': {'license_title': 'Open Government Licence 3.0 (United Kingdom)', 'maintainer': None, 'relationships_as_object': [], 'private': False, 'maintainer_email': None, 'num_tags': 3, 'id': '906115a6-4155-44be-8b81-f8e83cebfb84', 'metadata_created': '2021-04-30T09:11:51.096533', 'upload_to_bigquery': 'true', 'metadata_modified': '2023-11-08T08:31:22.441369', 'author': 'NHS Business Services Authority (NHSBSA)', 'author_email': 'DataServicesSupport@nhsbsa.nhs.uk', 'state': 'active', 'version': '1.0', 'creator_user_id': '0ff64ac9-3511-43bc-a05c-9089256a8864', 'type': 'dataset', 'resources': [{'cache_last_updated': None, 'package_id': '906115a6-4155-44be-8b81-f8e83cebfb84', 'datastore_active': 'true', 'id': 'e4e5508c-3f9e-4676-b5bb-e126ef724060', 'size': 6513338780, 'title': 'English Prescribing Dataset (EPD) with SNOMED code - Nov 2020', 'restricted': '{level: public}', 'encoding': 'utf8', 'state': 'active', 'sha256': '6552429217c522b33a7b05cb96bac5c71c4c6e5ce58277687847bdc4425fe8e1', 'zip_url': 'https://storage.googleapis.com/dx-nhs-production/DATOPIAN_DATA/EPD_SNOMED_202011.ZIP', 'lfs_prefix': 'experimental-data-sets/english-prescribing-dataset-epd-with-snomed-code', 'schema': '{u\'fields\': [{u\'title\': u\'Year and Month as YYYYMM\',u\'description\': u\'Example: 201401\',u\'name\': u\'YEAR_MONTH\', u\'type\': u\'number\', u\'format\': u\'default\'},{u\'title\': u\'Regional Office Name\',u\'description\': u\'The name given to a geographical region by NHS England. Each region supports local systems to provide more joined up and care for patients.\',u\'name\': u\'REGIONAL_OFFICE_NAME\', u\'type\': u\'string\', u\'format\': u\'default\'},{u\'title\': u\'Regional Office Code\',u\'description\': u\'The unique code used to refer to a Regional Office.\',u\'name\': u\'REGIONAL_OFFICE_CODE\', u\'type\': u\'string\', u\'format\': u\'default\'},{u\'title\': u\'STP Name\',u\'description\': u\'The name given to a geographical area by NHS England that is a smaller division of a Region. STP stands for Sustainability and Transformation Partnership\',u\'name\': u\'STP_NAME\', u\'type\': u\'string\', u\'format\': u\'default\'},{u\'title\': u\'STP Code\',u\'description\': u\'The unique code used to refer to an STP. STP stands for Sustainability and Transformation Partnership.\',u\'name\': u\'STP_CODE\', u\'type\': u\'string\', u\'format\': u\'default\'},{u\'title\': u\'Primary Care Organisation Name\',u\'description\': u\'An NHS organisation that commissions or provides care services involving prescriptions that are dispensed in the community. For example: a Clinical Commissioning Group (CCG), an NHS Trust.\',u\'name\': u\'PCO_NAME\', u\'type\': u\'string\', u\'format\': u\'default\'},{u\'title\': u\'Primary Care Organisation Code\',u\'description\': u\'The unique code used to refer to a Primary Care Organisation.\',u\'name\': u\'PCO_CODE\', u\'type\': u\'string\', u\'format\': u\'default\'},{u\'title\': u\'Practice Name\',u\'description\': u\'The name of an organisation that employs one or more prescribers who issue prescriptions that may be dispensed in the community. For example:a GP Practice, an Out-of-Hours service, a hospital department within an NHS Trust.\',u\'name\': u\'PRACTICE_NAME\', u\'type\': u\'string\', u\'format\': u\'default\'},{u\'title\': u\'Practice Code\',u\'description\': u\'The unique code used to refer to a Practice.\',u\'name\': u\'PRACTICE_CODE\', u\'type\': u\'string\', u\'format\': u\'default\'},{u\'title\': u\'Address Field 1\',u\'description\': u\'The Address used by a Practice. This data is supplied by Primary Care Support England (PSCE), NHS England Area Teams or the Clinical Commissioning Group, whenever a new practice is opened or if a change of details is required.\',u\'name\': u\'ADDRESS_1\', u\'type\': u\'string\', u\'format\': u\'default\'},{u\'title\': u\'Address Field 2\',u\'description\': u\'The Address used by a Practice. This data is supplied by Primary Care Support England (PSCE), NHS England Area Teams or the Clinical Commissioning Group, whenever a new practice is opened or if a change of details is required.\',u\'name\': u\'ADDRESS_2\', u\'type\': u\'string\', u\'format\': u\'default\'},{u\'title\': u\'Address Field 3\',u\'description\': u\'The Address used by a Practice. This data is supplied by Primary Care Support England (PSCE), NHS England Area Teams or the Clinical Commissioning Group, whenever a new practice is opened or if a change of details is required.\',u\'name\': u\'ADDRESS_3\', u\'type\': u\'string\', u\'format\': u\'default\'},{u\'title\': u\'Address Field 4\',u\'description\': u\'The Address used by a Practice. This data is supplied by Primary Care Support England (PSCE), NHS England Area Teams or the Clinical Commissioning Group, whenever a new practice is opened or if a change of details is required.\',u\'name\': u\'ADDRESS_4\', u\'type\': u\'string\', u\'format\': u\'default\'},{u\'title\': u\'Post Code\',u\'description\': u\'The Address used by a Practice. This data is supplied by Primary Care Support England (PSCE), NHS England Area Teams or the Clinical Commissioning Group, whenever a new practice is opened or if a change of details is required.\',u\'name\': u\'POSTCODE\', u\'type\': u\'string\', u\'format\': u\'default\'},{u\'title\': u\'British National Formulary (BNF) Chemical Substance Code\',u\'description\': u\'A unique code used to refer to a BNF Chemical Substance.For example, 0501013B0\',u\'name\': u\'BNF_CHEMICAL_SUBSTANCE\', u\'type\': u\'string\', u\'format\': u\'default\'},{u\'title\': u\'British National Formulary (BNF) Chemical Substance Description\',u\'description\': u\'The name of the main active ingredient in a drug or the type of an appliance. Determined by the British National Formulatory (BNF) for drugs, or the NHS BSA for appliances. For example, Amoxicillin\',u\'name\': u\'CHEMICAL_SUBSTANCE_BNF_DESCR\', u\'type\': u\'string\', u\'format\': u\'default\'},{u\'title\': u\'British National Formulary (BNF) Code\',u\'description\': u\'The unique code used to refer to a BNF Presentation. For example, 0501013B0AAABAB\',u\'name\': u\'BNF_CODE\', u\'type\': u\'string\', u\'format\': u\'default\'},{u\'title\': u\'British National Formulary (BNF) Description\',u\'description\': u\'The name given to the specific type, strength, and formulation of a drug; or, the specific type of an appliance. For example, Amoxicillin 500mg capsules\',u\'name\': u\'BNF_DESCRIPTION\', u\'type\': u\'string\', u\'format\': u\'default\'},{u\'title\': u\'British National Formulary (BNF) Description\',u\'description\': u\'The name given to a British National Formulatory (BNF) Chapter that includes the prescribed product. Includes the numerical code used to refer to the chapter.For example, 05: Infections\',u\'name\': u\'BNF_CHAPTER_PLUS_CODE\', u\'type\': u\'string\', u\'format\': u\'default\'},{u\'title\': u\'Quantity\',u\'description\': u\'The quantity of a medicine, dressing or appliance for which an individual item was prescribed and dispensed, for each BNF Presentation. This represents a pseudo pack size, to illustrate the typical range of prescribed quantities of a given presentation. For example, a quantity of 28 for Amoxicillin 500mg capsules means that the pack size dispensed was 28 capsules.\',u\'name\': u\'QUANTITY\', u\'type\': u\'number\', u\'format\': u\'default\'},{u\'title\': u\'Items\',u\'description\': u\'The number of times a product appears on a prescription form. Prescription forms include both paper prescriptions and electronic messages.\',u\'name\': u\'ITEMS\', u\'type\': u\'number\', u\'format\': u\'default\'},{u\'title\': u\'Total Quantity\',u\'description\': u\'The total quantity of a drug or appliance that was prescribed.This is calculated by multiplying Quantity by Items. For example, if 2 items of Amoxicillin 500mg capsules with a quantity of 28 were prescribed, total quantity will be 56.\',u\'name\': u\'TOTAL_QUANTITY\', u\'type\': u\'number\', u\'format\': u\'default\'},{u\'title\': u\'Average Daily Quantity (ADQ)\',u\'description\': u\'Average Daily Quantity (ADQ) is the typical daily dose of a medication, prescribed to adult patients by GP Practices.This field shows the quantity prescribed multiplied by the strength, which is then divided by the Average Daily Quantity value.\',u\'name\': u\'ADQUSAGE\', u\'type\': u\'number\', u\'format\': u\'default\'},{u\'title\': u\'Net Ingredient Cost (NIC)\',u\'description\': u\'In GBP. The amount that would be paid using the basic price of the prescribed drug or appliance and the quantity prescribed.Sometimes called the "Net Ingredient Cost" (NIC).The basic price is given either in the Drug Tariff or is determined from prices published by manufacturers, wholesalers or suppliers. Basic price is set out in Parts 8 and 9 of the Drug Tariff. For any drugs or appliances not in Part 8, the price is usually taken from the manufacturer, wholesaler or supplier of the product.\',u\'name\': u\'NIC\', u\'type\': u\'number\', u\'format\': u\'default\'},{u\'title\': u\'Actual Cost\',u\'description\': u\'In GBP. The basic cost after adjustment for the national average discount and some payments to the dispenser.See notes for details of the calculation. The calculation is:Net Ingredient Cost - National Average Discount Percentage + (payment for consumables + out of pocket expenses + payment for containers)\',u\'name\': u\'ACTUAL_COST\', u\'type\': u\'number\', u\'format\': u\'default\'},{u\'title\': u\'Unidentified\',u\'description\': u\'This field shows data from prescription forms that could not be allocated to a Practice. Please see the guidance notes for a more detailed explanation of this field, and its uses.\',u\'name\': u\'UNIDENTIFIED\', u\'type\': u\'string\', u\'format\': u\'default\'},{u\'title\': u\'Presentation SNOMED code\',u\'description\': u\'A SNOMED CT (Systemised Nomenclature of Medicine Clinical Terms) is a clinical vocabulary readable by computers. The SNOMED code contained within the data is a unique identifier for each Medicinal Product (both VMP and AMP level). The identifier will not be re-used and or allocated to another presentation.\',u\'name\': u\'SNOMED_CODE\', u\'type\': u\'number\', u\'format\': u\'default\'}], u\'missingValues\': [u\'\']}', 'bq_table_name': 'EPD_SNOMED_202011', 'hash': '6552429217c522b33a7b05cb96bac5c71c4c6e5ce58277687847bdc4425fe8e1', 'description': '', 'format': 'CSV', 'mimetype_inner': None, 'url_type': 'upload', 'mimetype': 'text/csv', 'cache_url': None, 'name': 'EPD_SNOMED_202011', 'created': '2021-06-25T17:39:43.777420', 'url': 'https://opendata.nhsbsa.net/dataset/906115a6-4155-44be-8b81-f8e83cebfb84/resource/e4e5508c-3f9e-4676-b5bb-e126ef724060/download/epd_snomed_202011.csv', 'last_modified': '2021-06-25T17:39:43.486899', 'position': 0, 'revision_id': '38807881-f078-4184-be34-d93853a8fe30', 'resource_type': None}, {'cache_last_updated': None, 'package_id': '906115a6-4155-44be-8b81-f8e83cebfb84', 'datastore_active': 'true', 'id': 'd5c1c25a-d589-42d6-a97d-50a970ba757f', 'size': 6622528548, 'title': 'English Prescribing Dataset (EPD) with SNOMED code - Dec 2020', 'restricted': '{level: public}', 'encoding': 'utf8', 'state': 'active', 'sha256': '9ad8df7bd132427faf6c0bba903c88b3c046f62b5d7c9f50bbbd19a099d7790e', 'zip_url': 'https://storage.googleapis.com/dx-nhs-production/DATOPIAN_DATA/EPD_SNOMED_202012.ZIP', 'lfs_prefix': 'experimental-data-sets/english-prescribing-dataset-epd-with-snomed-code', 'schema': '{u\'fields\': [{u\'title\': u\'Year and Month as YYYYMM\',u\'description\': u\'Example: 201401\',u\'name\': u\'YEAR_MONTH\', u\'type\': u\'number\', u\'format\': u\'default\'},{u\'title\': u\'Regional Office Name\',u\'description\': u\'The name given to a geographical region by NHS England. Each region supports local systems to provide more joined up and care for patients.\',u\'name\': u\'REGIONAL_OFFICE_NAME\', u\'type\': u\'string\', u\'format\': u\'default\'},{u\'title\': u\'Regional Office Code\',u\'description\': u\'The unique code used to refer to a Regional Office.\',u\'name\': u\'REGIONAL_OFFICE_CODE\', u\'type\': u\'string\', u\'format\': u\'default\'},{u\'title\': u\'STP Name\',u\'description\': u\'The name given to a geographical area by NHS England that is a smaller division of a Region. STP stands for Sustainability and Transformation Partnership\',u\'name\': u\'STP_NAME\', u\'type\': u\'string\', u\'format\': u\'default\'},{u\'title\': u\'STP Code\',u\'description\': u\'The unique code used to refer to an STP. STP stands for Sustainability and Transformation Partnership.\',u\'name\': u\'STP_CODE\', u\'type\': u\'string\', u\'format\': u\'default\'},{u\'title\': u\'Primary Care Organisation Name\',u\'description\': u\'An NHS organisation that commissions or provides care services involving prescriptions that are dispensed in the community. For example: a Clinical Commissioning Group (CCG), an NHS Trust.\',u\'name\': u\'PCO_NAME\', u\'type\': u\'string\', u\'format\': u\'default\'},{u\'title\': u\'Primary Care Organisation Code\',u\'description\': u\'The unique code used to refer to a Primary Care Organisation.\',u\'name\': u\'PCO_CODE\', u\'type\': u\'string\', u\'format\': u\'default\'},{u\'title\': u\'Practice Name\',u\'description\': u\'The name of an organisation that employs one or more prescribers who issue prescriptions that may be dispensed in the community. For example:a GP Practice, an Out-of-Hours service, a hospital department within an NHS Trust.\',u\'name\': u\'PRACTICE_NAME\', u\'type\': u\'string\', u\'format\': u\'default\'},{u\'title\': u\'Practice Code\',u\'description\': u\'The unique code used to refer to a Practice.\',u\'name\': u\'PRACTICE_CODE\', u\'type\': u\'string\', u\'format\': u\'default\'},{u\'title\': u\'Address Field 1\',u\'description\': u\'The Address used by a Practice. This data is supplied by Primary Care Support England (PSCE), NHS England Area Teams or the Clinical Commissioning Group, whenever a new practice is opened or if a change of details is required.\',u\'name\': u\'ADDRESS_1\', u\'type\': u\'string\', u\'format\': u\'default\'},{u\'title\': u\'Address Field 2\',u\'description\': u\'The Address used by a Practice. This data is supplied by Primary Care Support England (PSCE), NHS England Area Teams or the Clinical Commissioning Group, whenever a new practice is opened or if a change of details is required.\',u\'name\': u\'ADDRESS_2\', u\'type\': u\'string\', u\'format\': u\'default\'},{u\'title\': u\'Address Field 3\',u\'description\': u\'The Address used by a Practice. This data is supplied by Primary Care Support England (PSCE), NHS England Area Teams or the Clinical Commissioning Group, whenever a new practice is opened or if a change of details is required.\',u\'name\': u\'ADDRESS_3\', u\'type\': u\'string\', u\'format\': u\'default\'},{u\'title\': u\'Address Field 4\',u\'description\': u\'The Address used by a Practice. This data is supplied by Primary Care Support England (PSCE), NHS England Area Teams or the Clinical Commissioning Group, whenever a new practice is opened or if a change of details is required.\',u\'name\': u\'ADDRESS_4\', u\'type\': u\'string\', u\'format\': u\'default\'},{u\'title\': u\'Post Code\',u\'description\': u\'The Address used by a Practice. This data is supplied by Primary Care Support England (PSCE), NHS England Area Teams or the Clinical Commissioning Group, whenever a new practice is opened or if a change of details is required.\',u\'name\': u\'POSTCODE\', u\'type\': u\'string\', u\'format\': u\'default\'},{u\'title\': u\'British National Formulary (BNF) Chemical Substance Code\',u\'description\': u\'A unique code used to refer to a BNF Chemical Substance.For example, 0501013B0\',u\'name\': u\'BNF_CHEMICAL_SUBSTANCE\', u\'type\': u\'string\', u\'format\': u\'default\'},{u\'title\': u\'British National Formulary (BNF) Chemical Substance Description\',u\'description\': u\'The name of the main active ingredient in a drug or the type of an appliance. Determined by the British National Formulatory (BNF) for drugs, or the NHS BSA for appliances. For example, Amoxicillin\',u\'name\': u\'CHEMICAL_SUBSTANCE_BNF_DESCR\', u\'type\': u\'string\', u\'format\': u\'default\'},{u\'title\': u\'British National Formulary (BNF) Code\',u\'description\': u\'The unique code used to refer to a BNF Presentation. For example, 0501013B0AAABAB\',u\'name\': u\'BNF_CODE\', u\'type\': u\'string\', u\'format\': u\'default\'},{u\'title\': u\'British National Formulary (BNF) Description\',u\'description\': u\'The name given to the specific type, strength, and formulation of a drug; or, the specific type of an appliance. For example, Amoxicillin 500mg capsules\',u\'name\': u\'BNF_DESCRIPTION\', u\'type\': u\'string\', u\'format\': u\'default\'},{u\'title\': u\'British National Formulary (BNF) Description\',u\'description\': u\'The name given to a British National Formulatory (BNF) Chapter that includes the prescribed product. Includes the numerical code used to refer to the chapter.For example, 05: Infections\',u\'name\': u\'BNF_CHAPTER_PLUS_CODE\', u\'type\': u\'string\', u\'format\': u\'default\'},{u\'title\': u\'Quantity\',u\'description\': u\'The quantity of a medicine, dressing or appliance for which an individual item was prescribed and dispensed, for each BNF Presentation. This represents a pseudo pack size, to illustrate the typical range of prescribed quantities of a given presentation. For example, a quantity of 28 for Amoxicillin 500mg capsules means that the pack size dispensed was 28 capsules.\',u\'name\': u\'QUANTITY\', u\'type\': u\'number\', u\'format\': u\'default\'},{u\'title\': u\'Items\',u\'description\': u\'The number of times a product appears on a prescription form. Prescription forms include both paper prescriptions and electronic messages.\',u\'name\': u\'ITEMS\', u\'type\': u\'number\', u\'format\': u\'default\'},{u\'title\': u\'Total Quantity\',u\'description\': u\'The total quantity of a drug or appliance that was prescribed.This is calculated by multiplying Quantity by Items. For example, if 2 items of Amoxicillin 500mg capsules with a quantity of 28 were prescribed, total quantity will be 56.\',u\'name\': u\'TOTAL_QUANTITY\', u\'type\': u\'number\', u\'format\': u\'default\'},{u\'title\': u\'Average Daily Quantity (ADQ)\',u\'description\': u\'Average Daily Quantity (ADQ) is the typical daily dose of a medication, prescribed to adult patients by GP Practices.This field shows the quantity prescribed multiplied by the strength, which is then divided by the Average Daily Quantity value.\',u\'name\': u\'ADQUSAGE\', u\'type\': u\'number\', u\'format\': u\'default\'},{u\'title\': u\'Net Ingredient Cost (NIC)\',u\'description\': u\'In GBP. The amount that would be paid using the basic price of the prescribed drug or appliance and the quantity prescribed.Sometimes called the "Net Ingredient Cost" (NIC).The basic price is given either in the Drug Tariff or is determined from prices published by manufacturers, wholesalers or suppliers. Basic price is set out in Parts 8 and 9 of the Drug Tariff. For any drugs or appliances not in Part 8, the price is usually taken from the manufacturer, wholesaler or supplier of the product.\',u\'name\': u\'NIC\', u\'type\': u\'number\', u\'format\': u\'default\'},{u\'title\': u\'Actual Cost\',u\'description\': u\'In GBP. The basic cost after adjustment for the national average discount and some payments to the dispenser.See notes for details of the calculation. The calculation is:Net Ingredient Cost - National Average Discount Percentage + (payment for consumables + out of pocket expenses + payment for containers)\',u\'name\': u\'ACTUAL_COST\', u\'type\': u\'number\', u\'format\': u\'default\'},{u\'title\': u\'Unidentified\',u\'description\': u\'This field shows data from prescription forms that could not be allocated to a Practice. Please see the guidance notes for a more detailed explanation of this field, and its uses.\',u\'name\': u\'UNIDENTIFIED\', u\'type\': u\'string\', u\'format\': u\'default\'},{u\'title\': u\'Presentation SNOMED code\',u\'description\': u\'A SNOMED CT (Systemised Nomenclature of Medicine Clinical Terms) is a clinical vocabulary readable by computers. The SNOMED code contained within the data is a unique identifier for each Medicinal Product (both VMP and AMP level). The identifier will not be re-used and or allocated to another presentation.\',u\'name\': u\'SNOMED_CODE\', u\'type\': u\'number\', u\'format\': u\'default\'}], u\'missingValues\': [u\'\']}', 'bq_table_name': 'EPD_SNOMED_202012', 'hash': '9ad8df7bd132427faf6c0bba903c88b3c046f62b5d7c9f50bbbd19a099d7790e', 'description': '', 'format': 'CSV', 'mimetype_inner': None, 'url_type': 'upload', 'mimetype': 'text/csv', 'cache_url': None, 'name': 'EPD_SNOMED_202012', 'created': '2021-06-25T18:55:34.372795', 'url': 'https://opendata.nhsbsa.net/dataset/906115a6-4155-44be-8b81-f8e83cebfb84/resource/d5c1c25a-d589-42d6-a97d-50a970ba757f/download/epd_snomed_202012.csv', 'last_modified': '2021-06-25T18:55:34.293934', 'position': 1, 'revision_id': '2bc5f2a7-b57d-492e-b7e1-655a75b3d2bc', 'resource_type': None}, {'cache_last_updated': None, 'package_id': '906115a6-4155-44be-8b81-f8e83cebfb84', 'datastore_active': 'true', 'id': '5886c8f1-700b-4895-8eb9-d57ff440f094', 'size': 6487610676, 'title': 'English Prescribing Dataset (EPD) with SNOMED code - Jan 2021', 'restricted': '{level: public}', 'encoding': 'utf8', 'state': 'active', 'sha256': '550de70703d0416a2cc6e2cbfba20c3426e14cc2b6ace959aad3f9be8619b3ef', 'zip_url': 'https://storage.googleapis.com/dx-nhs-production/DATOPIAN_DATA/EPD_SNOMED_202101.ZIP', 'lfs_prefix': 'experimental-data-sets/english-prescribing-dataset-epd-with-snomed-code', 'schema': '{u\'fields\': [{u\'title\': u\'Year and Month as YYYYMM\',u\'description\': u\'Example: 201401\',u\'name\': u\'YEAR_MONTH\', u\'type\': u\'number\', u\'format\': u\'default\'},{u\'title\': u\'Regional Office Name\',u\'description\': u\'The name given to a geographical region by NHS England. Each region supports local systems to provide more joined up and care for patients.\',u\'name\': u\'REGIONAL_OFFICE_NAME\', u\'type\': u\'string\', u\'format\': u\'default\'},{u\'title\': u\'Regional Office Code\',u\'description\': u\'The unique code used to refer to a Regional Office.\',u\'name\': u\'REGIONAL_OFFICE_CODE\', u\'type\': u\'string\', u\'format\': u\'default\'},{u\'title\': u\'STP Name\',u\'description\': u\'The name given to a geographical area by NHS England that is a smaller division of a Region. STP stands for Sustainability and Transformation Partnership\',u\'name\': u\'STP_NAME\', u\'type\': u\'string\', u\'format\': u\'default\'},{u\'title\': u\'STP Code\',u\'description\': u\'The unique code used to refer to an STP. STP stands for Sustainability and Transformation Partnership.\',u\'name\': u\'STP_CODE\', u\'type\': u\'string\', u\'format\': u\'default\'},{u\'title\': u\'Primary Care Organisation Name\',u\'description\': u\'An NHS organisation that commissions or provides care services involving prescriptions that are dispensed in the community. For example: a Clinical Commissioning Group (CCG), an NHS Trust.\',u\'name\': u\'PCO_NAME\', u\'type\': u\'string\', u\'format\': u\'default\'},{u\'title\': u\'Primary Care Organisation Code\',u\'description\': u\'The unique code used to refer to a Primary Care Organisation.\',u\'name\': u\'PCO_CODE\', u\'type\': u\'string\', u\'format\': u\'default\'},{u\'title\': u\'Practice Name\',u\'description\': u\'The name of an organisation that employs one or more prescribers who issue prescriptions that may be dispensed in the community. For example:a GP Practice, an Out-of-Hours service, a hospital department within an NHS Trust.\',u\'name\': u\'PRACTICE_NAME\', u\'type\': u\'string\', u\'format\': u\'default\'},{u\'title\': u\'Practice Code\',u\'description\': u\'The unique code used to refer to a Practice.\',u\'name\': u\'PRACTICE_CODE\', u\'type\': u\'string\', u\'format\': u\'default\'},{u\'title\': u\'Address Field 1\',u\'description\': u\'The Address used by a Practice. This data is supplied by Primary Care Support England (PSCE), NHS England Area Teams or the Clinical Commissioning Group, whenever a new practice is opened or if a change of details is required.\',u\'name\': u\'ADDRESS_1\', u\'type\': u\'string\', u\'format\': u\'default\'},{u\'title\': u\'Address Field 2\',u\'description\': u\'The Address used by a Practice. This data is supplied by Primary Care Support England (PSCE), NHS England Area Teams or the Clinical Commissioning Group, whenever a new practice is opened or if a change of details is required.\',u\'name\': u\'ADDRESS_2\', u\'type\': u\'string\', u\'format\': u\'default\'},{u\'title\': u\'Address Field 3\',u\'description\': u\'The Address used by a Practice. This data is supplied by Primary Care Support England (PSCE), NHS England Area Teams or the Clinical Commissioning Group, whenever a new practice is opened or if a change of details is required.\',u\'name\': u\'ADDRESS_3\', u\'type\': u\'string\', u\'format\': u\'default\'},{u\'title\': u\'Address Field 4\',u\'description\': u\'The Address used by a Practice. This data is supplied by Primary Care Support England (PSCE), NHS England Area Teams or the Clinical Commissioning Group, whenever a new practice is opened or if a change of details is required.\',u\'name\': u\'ADDRESS_4\', u\'type\': u\'string\', u\'format\': u\'default\'},{u\'title\': u\'Post Code\',u\'description\': u\'The Address used by a Practice. This data is supplied by Primary Care Support England (PSCE), NHS England Area Teams or the Clinical Commissioning Group, whenever a new practice is opened or if a change of details is required.\',u\'name\': u\'POSTCODE\', u\'type\': u\'string\', u\'format\': u\'default\'},{u\'title\': u\'British National Formulary (BNF) Chemical Substance Code\',u\'description\': u\'A unique code used to refer to a BNF Chemical Substance.For example, 0501013B0\',u\'name\': u\'BNF_CHEMICAL_SUBSTANCE\', u\'type\': u\'string\', u\'format\': u\'default\'},{u\'title\': u\'British National Formulary (BNF) Chemical Substance Description\',u\'description\': u\'The name of the main active ingredient in a drug or the type of an appliance. Determined by the British National Formulatory (BNF) for drugs, or the NHS BSA for appliances. For example, Amoxicillin\',u\'name\': u\'CHEMICAL_SUBSTANCE_BNF_DESCR\', u\'type\': u\'string\', u\'format\': u\'default\'},{u\'title\': u\'British National Formulary (BNF) Code\',u\'description\': u\'The unique code used to refer to a BNF Presentation. For example, 0501013B0AAABAB\',u\'name\': u\'BNF_CODE\', u\'type\': u\'string\', u\'format\': u\'default\'},{u\'title\': u\'British National Formulary (BNF) Description\',u\'description\': u\'The name given to the specific type, strength, and formulation of a drug; or, the specific type of an appliance. For example, Amoxicillin 500mg capsules\',u\'name\': u\'BNF_DESCRIPTION\', u\'type\': u\'string\', u\'format\': u\'default\'},{u\'title\': u\'British National Formulary (BNF) Description\',u\'description\': u\'The name given to a British National Formulatory (BNF) Chapter that includes the prescribed product. Includes the numerical code used to refer to the chapter.For example, 05: Infections\',u\'name\': u\'BNF_CHAPTER_PLUS_CODE\', u\'type\': u\'string\', u\'format\': u\'default\'},{u\'title\': u\'Quantity\',u\'description\': u\'The quantity of a medicine, dressing or appliance for which an individual item was prescribed and dispensed, for each BNF Presentation. This represents a pseudo pack size, to illustrate the typical range of prescribed quantities of a given presentation. For example, a quantity of 28 for Amoxicillin 500mg capsules means that the pack size dispensed was 28 capsules.\',u\'name\': u\'QUANTITY\', u\'type\': u\'number\', u\'format\': u\'default\'},{u\'title\': u\'Items\',u\'description\': u\'The number of times a product appears on a prescription form. Prescription forms include both paper prescriptions and electronic messages.\',u\'name\': u\'ITEMS\', u\'type\': u\'number\', u\'format\': u\'default\'},{u\'title\': u\'Total Quantity\',u\'description\': u\'The total quantity of a drug or appliance that was prescribed.This is calculated by multiplying Quantity by Items. For example, if 2 items of Amoxicillin 500mg capsules with a quantity of 28 were prescribed, total quantity will be 56.\',u\'name\': u\'TOTAL_QUANTITY\', u\'type\': u\'number\', u\'format\': u\'default\'},{u\'title\': u\'Average Daily Quantity (ADQ)\',u\'description\': u\'Average Daily Quantity (ADQ) is the typical daily dose of a medication, prescribed to adult patients by GP Practices.This field shows the quantity prescribed multiplied by the strength, which is then divided by the Average Daily Quantity value.\',u\'name\': u\'ADQUSAGE\', u\'type\': u\'number\', u\'format\': u\'default\'},{u\'title\': u\'Net Ingredient Cost (NIC)\',u\'description\': u\'In GBP. The amount that would be paid using the basic price of the prescribed drug or appliance and the quantity prescribed.Sometimes called the "Net Ingredient Cost" (NIC).The basic price is given either in the Drug Tariff or is determined from prices published by manufacturers, wholesalers or suppliers. Basic price is set out in Parts 8 and 9 of the Drug Tariff. For any drugs or appliances not in Part 8, the price is usually taken from the manufacturer, wholesaler or supplier of the product.\',u\'name\': u\'NIC\', u\'type\': u\'number\', u\'format\': u\'default\'},{u\'title\': u\'Actual Cost\',u\'description\': u\'In GBP. The basic cost after adjustment for the national average discount and some payments to the dispenser.See notes for details of the calculation. The calculation is:Net Ingredient Cost - National Average Discount Percentage + (payment for consumables + out of pocket expenses + payment for containers)\',u\'name\': u\'ACTUAL_COST\', u\'type\': u\'number\', u\'format\': u\'default\'},{u\'title\': u\'Unidentified\',u\'description\': u\'This field shows data from prescription forms that could not be allocated to a Practice. Please see the guidance notes for a more detailed explanation of this field, and its uses.\',u\'name\': u\'UNIDENTIFIED\', u\'type\': u\'string\', u\'format\': u\'default\'},{u\'title\': u\'Presentation SNOMED code\',u\'description\': u\'A SNOMED CT (Systemised Nomenclature of Medicine Clinical Terms) is a clinical vocabulary readable by computers. The SNOMED code contained within the data is a unique identifier for each Medicinal Product (both VMP and AMP level). The identifier will not be re-used and or allocated to another presentation.\',u\'name\': u\'SNOMED_CODE\', u\'type\': u\'number\', u\'format\': u\'default\'}], u\'missingValues\': [u\'\']}', 'bq_table_name': 'EPD_SNOMED_202101', 'hash': '550de70703d0416a2cc6e2cbfba20c3426e14cc2b6ace959aad3f9be8619b3ef', 'description': '', 'format': 'CSV', 'mimetype_inner': None, 'url_type': 'upload', 'mimetype': 'text/csv', 'cache_url': None, 'name': 'EPD_SNOMED_202101', 'created': '2021-06-25T19:57:46.143034', 'url': 'https://opendata.nhsbsa.net/dataset/906115a6-4155-44be-8b81-f8e83cebfb84/resource/5886c8f1-700b-4895-8eb9-d57ff440f094/download/epd_snomed_202101.csv', 'last_modified': '2021-06-25T19:57:45.185854', 'position': 2, 'revision_id': '3027eb9a-5356-4e5d-9e08-817bb7a18c27', 'resource_type': None}, {'cache_last_updated': None, 'package_id': '906115a6-4155-44be-8b81-f8e83cebfb84', 'datastore_active': 'true', 'id': 'cbfbedb0-7001-4031-9d60-1ceca9e13779', 'size': 6317101619, 'title': 'English Prescribing Dataset (EPD) with SNOMED code - Feb 2021', 'restricted': '{level: public}', 'encoding': 'utf8', 'state': 'active', 'sha256': '2a77c5d79a68b95b283972ac03f5ef8a9e0d35b1815eb52208ef9d5874414534', 'zip_url': 'https://storage.googleapis.com/dx-nhs-production/DATOPIAN_DATA/EPD_SNOMED_202102.ZIP', 'lfs_prefix': 'experimental-data-sets/english-prescribing-dataset-epd-with-snomed-code', 'schema': '{u\'fields\': [{u\'title\': u\'Year and Month as YYYYMM\',u\'description\': u\'Example: 201401\',u\'name\': u\'YEAR_MONTH\', u\'type\': u\'number\', u\'format\': u\'default\'},{u\'title\': u\'Regional Office Name\',u\'description\': u\'The name given to a geographical region by NHS England. Each region supports local systems to provide more joined up and care for patients.\',u\'name\': u\'REGIONAL_OFFICE_NAME\', u\'type\': u\'string\', u\'format\': u\'default\'},{u\'title\': u\'Regional Office Code\',u\'description\': u\'The unique code used to refer to a Regional Office.\',u\'name\': u\'REGIONAL_OFFICE_CODE\', u\'type\': u\'string\', u\'format\': u\'default\'},{u\'title\': u\'STP Name\',u\'description\': u\'The name given to a geographical area by NHS England that is a smaller division of a Region. STP stands for Sustainability and Transformation Partnership\',u\'name\': u\'STP_NAME\', u\'type\': u\'string\', u\'format\': u\'default\'},{u\'title\': u\'STP Code\',u\'description\': u\'The unique code used to refer to an STP. STP stands for Sustainability and Transformation Partnership.\',u\'name\': u\'STP_CODE\', u\'type\': u\'string\', u\'format\': u\'default\'},{u\'title\': u\'Primary Care Organisation Name\',u\'description\': u\'An NHS organisation that commissions or provides care services involving prescriptions that are dispensed in the community. For example: a Clinical Commissioning Group (CCG), an NHS Trust.\',u\'name\': u\'PCO_NAME\', u\'type\': u\'string\', u\'format\': u\'default\'},{u\'title\': u\'Primary Care Organisation Code\',u\'description\': u\'The unique code used to refer to a Primary Care Organisation.\',u\'name\': u\'PCO_CODE\', u\'type\': u\'string\', u\'format\': u\'default\'},{u\'title\': u\'Practice Name\',u\'description\': u\'The name of an organisation that employs one or more prescribers who issue prescriptions that may be dispensed in the community. For example:a GP Practice, an Out-of-Hours service, a hospital department within an NHS Trust.\',u\'name\': u\'PRACTICE_NAME\', u\'type\': u\'string\', u\'format\': u\'default\'},{u\'title\': u\'Practice Code\',u\'description\': u\'The unique code used to refer to a Practice.\',u\'name\': u\'PRACTICE_CODE\', u\'type\': u\'string\', u\'format\': u\'default\'},{u\'title\': u\'Address Field 1\',u\'description\': u\'The Address used by a Practice. This data is supplied by Primary Care Support England (PSCE), NHS England Area Teams or the Clinical Commissioning Group, whenever a new practice is opened or if a change of details is required.\',u\'name\': u\'ADDRESS_1\', u\'type\': u\'string\', u\'format\': u\'default\'},{u\'title\': u\'Address Field 2\',u\'description\': u\'The Address used by a Practice. This data is supplied by Primary Care Support England (PSCE), NHS England Area Teams or the Clinical Commissioning Group, whenever a new practice is opened or if a change of details is required.\',u\'name\': u\'ADDRESS_2\', u\'type\': u\'string\', u\'format\': u\'default\'},{u\'title\': u\'Address Field 3\',u\'description\': u\'The Address used by a Practice. This data is supplied by Primary Care Support England (PSCE), NHS England Area Teams or the Clinical Commissioning Group, whenever a new practice is opened or if a change of details is required.\',u\'name\': u\'ADDRESS_3\', u\'type\': u\'string\', u\'format\': u\'default\'},{u\'title\': u\'Address Field 4\',u\'description\': u\'The Address used by a Practice. This data is supplied by Primary Care Support England (PSCE), NHS England Area Teams or the Clinical Commissioning Group, whenever a new practice is opened or if a change of details is required.\',u\'name\': u\'ADDRESS_4\', u\'type\': u\'string\', u\'format\': u\'default\'},{u\'title\': u\'Post Code\',u\'description\': u\'The Address used by a Practice. This data is supplied by Primary Care Support England (PSCE), NHS England Area Teams or the Clinical Commissioning Group, whenever a new practice is opened or if a change of details is required.\',u\'name\': u\'POSTCODE\', u\'type\': u\'string\', u\'format\': u\'default\'},{u\'title\': u\'British National Formulary (BNF) Chemical Substance Code\',u\'description\': u\'A unique code used to refer to a BNF Chemical Substance.For example, 0501013B0\',u\'name\': u\'BNF_CHEMICAL_SUBSTANCE\', u\'type\': u\'string\', u\'format\': u\'default\'},{u\'title\': u\'British National Formulary (BNF) Chemical Substance Description\',u\'description\': u\'The name of the main active ingredient in a drug or the type of an appliance. Determined by the British National Formulatory (BNF) for drugs, or the NHS BSA for appliances. For example, Amoxicillin\',u\'name\': u\'CHEMICAL_SUBSTANCE_BNF_DESCR\', u\'type\': u\'string\', u\'format\': u\'default\'},{u\'title\': u\'British National Formulary (BNF) Code\',u\'description\': u\'The unique code used to refer to a BNF Presentation. For example, 0501013B0AAABAB\',u\'name\': u\'BNF_CODE\', u\'type\': u\'string\', u\'format\': u\'default\'},{u\'title\': u\'British National Formulary (BNF) Description\',u\'description\': u\'The name given to the specific type, strength, and formulation of a drug; or, the specific type of an appliance. For example, Amoxicillin 500mg capsules\',u\'name\': u\'BNF_DESCRIPTION\', u\'type\': u\'string\', u\'format\': u\'default\'},{u\'title\': u\'British National Formulary (BNF) Description\',u\'description\': u\'The name given to a British National Formulatory (BNF) Chapter that includes the prescribed product. Includes the numerical code used to refer to the chapter.For example, 05: Infections\',u\'name\': u\'BNF_CHAPTER_PLUS_CODE\', u\'type\': u\'string\', u\'format\': u\'default\'},{u\'title\': u\'Quantity\',u\'description\': u\'The quantity of a medicine, dressing or appliance for which an individual item was prescribed and dispensed, for each BNF Presentation. This represents a pseudo pack size, to illustrate the typical range of prescribed quantities of a given presentation. For example, a quantity of 28 for Amoxicillin 500mg capsules means that the pack size dispensed was 28 capsules.\',u\'name\': u\'QUANTITY\', u\'type\': u\'number\', u\'format\': u\'default\'},{u\'title\': u\'Items\',u\'description\': u\'The number of times a product appears on a prescription form. Prescription forms include both paper prescriptions and electronic messages.\',u\'name\': u\'ITEMS\', u\'type\': u\'number\', u\'format\': u\'default\'},{u\'title\': u\'Total Quantity\',u\'description\': u\'The total quantity of a drug or appliance that was prescribed.This is calculated by multiplying Quantity by Items. For example, if 2 items of Amoxicillin 500mg capsules with a quantity of 28 were prescribed, total quantity will be 56.\',u\'name\': u\'TOTAL_QUANTITY\', u\'type\': u\'number\', u\'format\': u\'default\'},{u\'title\': u\'Average Daily Quantity (ADQ)\',u\'description\': u\'Average Daily Quantity (ADQ) is the typical daily dose of a medication, prescribed to adult patients by GP Practices.This field shows the quantity prescribed multiplied by the strength, which is then divided by the Average Daily Quantity value.\',u\'name\': u\'ADQUSAGE\', u\'type\': u\'number\', u\'format\': u\'default\'},{u\'title\': u\'Net Ingredient Cost (NIC)\',u\'description\': u\'In GBP. The amount that would be paid using the basic price of the prescribed drug or appliance and the quantity prescribed.Sometimes called the "Net Ingredient Cost" (NIC).The basic price is given either in the Drug Tariff or is determined from prices published by manufacturers, wholesalers or suppliers. Basic price is set out in Parts 8 and 9 of the Drug Tariff. For any drugs or appliances not in Part 8, the price is usually taken from the manufacturer, wholesaler or supplier of the product.\',u\'name\': u\'NIC\', u\'type\': u\'number\', u\'format\': u\'default\'},{u\'title\': u\'Actual Cost\',u\'description\': u\'In GBP. The basic cost after adjustment for the national average discount and some payments to the dispenser.See notes for details of the calculation. The calculation is:Net Ingredient Cost - National Average Discount Percentage + (payment for consumables + out of pocket expenses + payment for containers)\',u\'name\': u\'ACTUAL_COST\', u\'type\': u\'number\', u\'format\': u\'default\'},{u\'title\': u\'Unidentified\',u\'description\': u\'This field shows data from prescription forms that could not be allocated to a Practice. Please see the guidance notes for a more detailed explanation of this field, and its uses.\',u\'name\': u\'UNIDENTIFIED\', u\'type\': u\'string\', u\'format\': u\'default\'},{u\'title\': u\'Presentation SNOMED code\',u\'description\': u\'A SNOMED CT (Systemised Nomenclature of Medicine Clinical Terms) is a clinical vocabulary readable by computers. The SNOMED code contained within the data is a unique identifier for each Medicinal Product (both VMP and AMP level). The identifier will not be re-used and or allocated to another presentation.\',u\'name\': u\'SNOMED_CODE\', u\'type\': u\'number\', u\'format\': u\'default\'}], u\'missingValues\': [u\'\']}', 'bq_table_name': 'EPD_SNOMED_202102', 'hash': '2a77c5d79a68b95b283972ac03f5ef8a9e0d35b1815eb52208ef9d5874414534', 'description': '', 'format': 'CSV', 'mimetype_inner': None, 'url_type': 'upload', 'mimetype': 'text/csv', 'cache_url': None, 'name': 'EPD_SNOMED_202102', 'created': '2021-06-25T20:58:30.115243', 'url': 'https://opendata.nhsbsa.net/dataset/906115a6-4155-44be-8b81-f8e83cebfb84/resource/cbfbedb0-7001-4031-9d60-1ceca9e13779/download/epd_snomed_202102.csv', 'last_modified': '2021-06-25T20:58:29.522498', 'position': 3, 'revision_id': '36f115c6-3fd3-4b5e-911d-68baa83ecbef', 'resource_type': None}, {'cache_last_updated': None, 'package_id': '906115a6-4155-44be-8b81-f8e83cebfb84', 'datastore_active': 'true', 'id': 'd9ac2bd2-aa6d-4f8d-a830-e34bd7c1eb4c', 'size': 6617587279, 'title': 'English Prescribing Dataset (EPD) with SNOMED code - Mar 2021', 'restricted': '{level: public}', 'encoding': 'utf8', 'state': 'active', 'sha256': '43b15c916048b9bec4baf6b47a179c670bf03fe19ff4b151f887a5f68299589e', 'zip_url': 'https://storage.googleapis.com/dx-nhs-production/DATOPIAN_DATA/EPD_SNOMED_202103.ZIP', 'lfs_prefix': 'experimental-data-sets/english-prescribing-dataset-epd-with-snomed-code', 'schema': '{u\'fields\': [{u\'title\': u\'Year and Month as YYYYMM\',u\'description\': u\'Example: 201401\',u\'name\': u\'YEAR_MONTH\', u\'type\': u\'number\', u\'format\': u\'default\'},{u\'title\': u\'Regional Office Name\',u\'description\': u\'The name given to a geographical region by NHS England. Each region supports local systems to provide more joined up and care for patients.\',u\'name\': u\'REGIONAL_OFFICE_NAME\', u\'type\': u\'string\', u\'format\': u\'default\'},{u\'title\': u\'Regional Office Code\',u\'description\': u\'The unique code used to refer to a Regional Office.\',u\'name\': u\'REGIONAL_OFFICE_CODE\', u\'type\': u\'string\', u\'format\': u\'default\'},{u\'title\': u\'STP Name\',u\'description\': u\'The name given to a geographical area by NHS England that is a smaller division of a Region. STP stands for Sustainability and Transformation Partnership\',u\'name\': u\'STP_NAME\', u\'type\': u\'string\', u\'format\': u\'default\'},{u\'title\': u\'STP Code\',u\'description\': u\'The unique code used to refer to an STP. STP stands for Sustainability and Transformation Partnership.\',u\'name\': u\'STP_CODE\', u\'type\': u\'string\', u\'format\': u\'default\'},{u\'title\': u\'Primary Care Organisation Name\',u\'description\': u\'An NHS organisation that commissions or provides care services involving prescriptions that are dispensed in the community. For example: a Clinical Commissioning Group (CCG), an NHS Trust.\',u\'name\': u\'PCO_NAME\', u\'type\': u\'string\', u\'format\': u\'default\'},{u\'title\': u\'Primary Care Organisation Code\',u\'description\': u\'The unique code used to refer to a Primary Care Organisation.\',u\'name\': u\'PCO_CODE\', u\'type\': u\'string\', u\'format\': u\'default\'},{u\'title\': u\'Practice Name\',u\'description\': u\'The name of an organisation that employs one or more prescribers who issue prescriptions that may be dispensed in the community. For example:a GP Practice, an Out-of-Hours service, a hospital department within an NHS Trust.\',u\'name\': u\'PRACTICE_NAME\', u\'type\': u\'string\', u\'format\': u\'default\'},{u\'title\': u\'Practice Code\',u\'description\': u\'The unique code used to refer to a Practice.\',u\'name\': u\'PRACTICE_CODE\', u\'type\': u\'string\', u\'format\': u\'default\'},{u\'title\': u\'Address Field 1\',u\'description\': u\'The Address used by a Practice. This data is supplied by Primary Care Support England (PSCE), NHS England Area Teams or the Clinical Commissioning Group, whenever a new practice is opened or if a change of details is required.\',u\'name\': u\'ADDRESS_1\', u\'type\': u\'string\', u\'format\': u\'default\'},{u\'title\': u\'Address Field 2\',u\'description\': u\'The Address used by a Practice. This data is supplied by Primary Care Support England (PSCE), NHS England Area Teams or the Clinical Commissioning Group, whenever a new practice is opened or if a change of details is required.\',u\'name\': u\'ADDRESS_2\', u\'type\': u\'string\', u\'format\': u\'default\'},{u\'title\': u\'Address Field 3\',u\'description\': u\'The Address used by a Practice. This data is supplied by Primary Care Support England (PSCE), NHS England Area Teams or the Clinical Commissioning Group, whenever a new practice is opened or if a change of details is required.\',u\'name\': u\'ADDRESS_3\', u\'type\': u\'string\', u\'format\': u\'default\'},{u\'title\': u\'Address Field 4\',u\'description\': u\'The Address used by a Practice. This data is supplied by Primary Care Support England (PSCE), NHS England Area Teams or the Clinical Commissioning Group, whenever a new practice is opened or if a change of details is required.\',u\'name\': u\'ADDRESS_4\', u\'type\': u\'string\', u\'format\': u\'default\'},{u\'title\': u\'Post Code\',u\'description\': u\'The Address used by a Practice. This data is supplied by Primary Care Support England (PSCE), NHS England Area Teams or the Clinical Commissioning Group, whenever a new practice is opened or if a change of details is required.\',u\'name\': u\'POSTCODE\', u\'type\': u\'string\', u\'format\': u\'default\'},{u\'title\': u\'British National Formulary (BNF) Chemical Substance Code\',u\'description\': u\'A unique code used to refer to a BNF Chemical Substance.For example, 0501013B0\',u\'name\': u\'BNF_CHEMICAL_SUBSTANCE\', u\'type\': u\'string\', u\'format\': u\'default\'},{u\'title\': u\'British National Formulary (BNF) Chemical Substance Description\',u\'description\': u\'The name of the main active ingredient in a drug or the type of an appliance. Determined by the British National Formulatory (BNF) for drugs, or the NHS BSA for appliances. For example, Amoxicillin\',u\'name\': u\'CHEMICAL_SUBSTANCE_BNF_DESCR\', u\'type\': u\'string\', u\'format\': u\'default\'},{u\'title\': u\'British National Formulary (BNF) Code\',u\'description\': u\'The unique code used to refer to a BNF Presentation. For example, 0501013B0AAABAB\',u\'name\': u\'BNF_CODE\', u\'type\': u\'string\', u\'format\': u\'default\'},{u\'title\': u\'British National Formulary (BNF) Description\',u\'description\': u\'The name given to the specific type, strength, and formulation of a drug; or, the specific type of an appliance. For example, Amoxicillin 500mg capsules\',u\'name\': u\'BNF_DESCRIPTION\', u\'type\': u\'string\', u\'format\': u\'default\'},{u\'title\': u\'British National Formulary (BNF) Description\',u\'description\': u\'The name given to a British National Formulatory (BNF) Chapter that includes the prescribed product. Includes the numerical code used to refer to the chapter.For example, 05: Infections\',u\'name\': u\'BNF_CHAPTER_PLUS_CODE\', u\'type\': u\'string\', u\'format\': u\'default\'},{u\'title\': u\'Quantity\',u\'description\': u\'The quantity of a medicine, dressing or appliance for which an individual item was prescribed and dispensed, for each BNF Presentation. This represents a pseudo pack size, to illustrate the typical range of prescribed quantities of a given presentation. For example, a quantity of 28 for Amoxicillin 500mg capsules means that the pack size dispensed was 28 capsules.\',u\'name\': u\'QUANTITY\', u\'type\': u\'number\', u\'format\': u\'default\'},{u\'title\': u\'Items\',u\'description\': u\'The number of times a product appears on a prescription form. Prescription forms include both paper prescriptions and electronic messages.\',u\'name\': u\'ITEMS\', u\'type\': u\'number\', u\'format\': u\'default\'},{u\'title\': u\'Total Quantity\',u\'description\': u\'The total quantity of a drug or appliance that was prescribed.This is calculated by multiplying Quantity by Items. For example, if 2 items of Amoxicillin 500mg capsules with a quantity of 28 were prescribed, total quantity will be 56.\',u\'name\': u\'TOTAL_QUANTITY\', u\'type\': u\'number\', u\'format\': u\'default\'},{u\'title\': u\'Average Daily Quantity (ADQ)\',u\'description\': u\'Average Daily Quantity (ADQ) is the typical daily dose of a medication, prescribed to adult patients by GP Practices.This field shows the quantity prescribed multiplied by the strength, which is then divided by the Average Daily Quantity value.\',u\'name\': u\'ADQUSAGE\', u\'type\': u\'number\', u\'format\': u\'default\'},{u\'title\': u\'Net Ingredient Cost (NIC)\',u\'description\': u\'In GBP. The amount that would be paid using the basic price of the prescribed drug or appliance and the quantity prescribed.Sometimes called the "Net Ingredient Cost" (NIC).The basic price is given either in the Drug Tariff or is determined from prices published by manufacturers, wholesalers or suppliers. Basic price is set out in Parts 8 and 9 of the Drug Tariff. For any drugs or appliances not in Part 8, the price is usually taken from the manufacturer, wholesaler or supplier of the product.\',u\'name\': u\'NIC\', u\'type\': u\'number\', u\'format\': u\'default\'},{u\'title\': u\'Actual Cost\',u\'description\': u\'In GBP. The basic cost after adjustment for the national average discount and some payments to the dispenser.See notes for details of the calculation. The calculation is:Net Ingredient Cost - National Average Discount Percentage + (payment for consumables + out of pocket expenses + payment for containers)\',u\'name\': u\'ACTUAL_COST\', u\'type\': u\'number\', u\'format\': u\'default\'},{u\'title\': u\'Unidentified\',u\'description\': u\'This field shows data from prescription forms that could not be allocated to a Practice. Please see the guidance notes for a more detailed explanation of this field, and its uses.\',u\'name\': u\'UNIDENTIFIED\', u\'type\': u\'string\', u\'format\': u\'default\'},{u\'title\': u\'Presentation SNOMED code\',u\'description\': u\'A SNOMED CT (Systemised Nomenclature of Medicine Clinical Terms) is a clinical vocabulary readable by computers. The SNOMED code contained within the data is a unique identifier for each Medicinal Product (both VMP and AMP level). The identifier will not be re-used and or allocated to another presentation.\',u\'name\': u\'SNOMED_CODE\', u\'type\': u\'number\', u\'format\': u\'default\'}], u\'missingValues\': [u\'\']}', 'bq_table_name': 'EPD_SNOMED_202103', 'hash': '43b15c916048b9bec4baf6b47a179c670bf03fe19ff4b151f887a5f68299589e', 'description': '', 'format': 'CSV', 'mimetype_inner': None, 'url_type': 'upload', 'mimetype': 'text/csv', 'cache_url': None, 'name': 'EPD_SNOMED_202103', 'created': '2021-06-25T21:59:34.640197', 'url': 'https://opendata.nhsbsa.net/dataset/906115a6-4155-44be-8b81-f8e83cebfb84/resource/d9ac2bd2-aa6d-4f8d-a830-e34bd7c1eb4c/download/epd_snomed_202103.csv', 'last_modified': '2021-06-25T21:59:34.438974', 'position': 4, 'revision_id': 'f44401b6-488c-41bc-8f4f-5f55881876f1', 'resource_type': None}, {'cache_last_updated': None, 'package_id': '906115a6-4155-44be-8b81-f8e83cebfb84', 'datastore_active': 'true', 'id': '0e879024-1fef-4a85-8980-64537f8b6fcc', 'size': 6582203870, 'title': 'English Prescribing Dataset (EPD) with SNOMED code - Apr 2021', 'restricted': '{level: public}', 'encoding': 'utf8', 'state': 'active', 'sha256': '886a980eb8410dc23a60fff1a3b73c6b6893b2f36c04cfda34a07c8a5ad2334a', 'zip_url': 'https://storage.googleapis.com/dx-nhs-production/DATOPIAN_DATA/EPD_SNOMED_202104.ZIP', 'lfs_prefix': 'experimental-data-sets/english-prescribing-dataset-epd-with-snomed-code', 'schema': '{u\'fields\': [{u\'title\': u\'Year and Month as YYYYMM\',u\'description\': u\'Example: 201401\',u\'name\': u\'YEAR_MONTH\', u\'type\': u\'number\', u\'format\': u\'default\'},{u\'title\': u\'Regional Office Name\',u\'description\': u\'The name given to a geographical region by NHS England. Each region supports local systems to provide more joined up and care for patients.\',u\'name\': u\'REGIONAL_OFFICE_NAME\', u\'type\': u\'string\', u\'format\': u\'default\'},{u\'title\': u\'Regional Office Code\',u\'description\': u\'The unique code used to refer to a Regional Office.\',u\'name\': u\'REGIONAL_OFFICE_CODE\', u\'type\': u\'string\', u\'format\': u\'default\'},{u\'title\': u\'STP Name\',u\'description\': u\'The name given to a geographical area by NHS England that is a smaller division of a Region. STP stands for Sustainability and Transformation Partnership\',u\'name\': u\'STP_NAME\', u\'type\': u\'string\', u\'format\': u\'default\'},{u\'title\': u\'STP Code\',u\'description\': u\'The unique code used to refer to an STP. STP stands for Sustainability and Transformation Partnership.\',u\'name\': u\'STP_CODE\', u\'type\': u\'string\', u\'format\': u\'default\'},{u\'title\': u\'Primary Care Organisation Name\',u\'description\': u\'An NHS organisation that commissions or provides care services involving prescriptions that are dispensed in the community. For example: a Clinical Commissioning Group (CCG), an NHS Trust.\',u\'name\': u\'PCO_NAME\', u\'type\': u\'string\', u\'format\': u\'default\'},{u\'title\': u\'Primary Care Organisation Code\',u\'description\': u\'The unique code used to refer to a Primary Care Organisation.\',u\'name\': u\'PCO_CODE\', u\'type\': u\'string\', u\'format\': u\'default\'},{u\'title\': u\'Practice Name\',u\'description\': u\'The name of an organisation that employs one or more prescribers who issue prescriptions that may be dispensed in the community. For example:a GP Practice, an Out-of-Hours service, a hospital department within an NHS Trust.\',u\'name\': u\'PRACTICE_NAME\', u\'type\': u\'string\', u\'format\': u\'default\'},{u\'title\': u\'Practice Code\',u\'description\': u\'The unique code used to refer to a Practice.\',u\'name\': u\'PRACTICE_CODE\', u\'type\': u\'string\', u\'format\': u\'default\'},{u\'title\': u\'Address Field 1\',u\'description\': u\'The Address used by a Practice. This data is supplied by Primary Care Support England (PSCE), NHS England Area Teams or the Clinical Commissioning Group, whenever a new practice is opened or if a change of details is required.\',u\'name\': u\'ADDRESS_1\', u\'type\': u\'string\', u\'format\': u\'default\'},{u\'title\': u\'Address Field 2\',u\'description\': u\'The Address used by a Practice. This data is supplied by Primary Care Support England (PSCE), NHS England Area Teams or the Clinical Commissioning Group, whenever a new practice is opened or if a change of details is required.\',u\'name\': u\'ADDRESS_2\', u\'type\': u\'string\', u\'format\': u\'default\'},{u\'title\': u\'Address Field 3\',u\'description\': u\'The Address used by a Practice. This data is supplied by Primary Care Support England (PSCE), NHS England Area Teams or the Clinical Commissioning Group, whenever a new practice is opened or if a change of details is required.\',u\'name\': u\'ADDRESS_3\', u\'type\': u\'string\', u\'format\': u\'default\'},{u\'title\': u\'Address Field 4\',u\'description\': u\'The Address used by a Practice. This data is supplied by Primary Care Support England (PSCE), NHS England Area Teams or the Clinical Commissioning Group, whenever a new practice is opened or if a change of details is required.\',u\'name\': u\'ADDRESS_4\', u\'type\': u\'string\', u\'format\': u\'default\'},{u\'title\': u\'Post Code\',u\'description\': u\'The Address used by a Practice. This data is supplied by Primary Care Support England (PSCE), NHS England Area Teams or the Clinical Commissioning Group, whenever a new practice is opened or if a change of details is required.\',u\'name\': u\'POSTCODE\', u\'type\': u\'string\', u\'format\': u\'default\'},{u\'title\': u\'British National Formulary (BNF) Chemical Substance Code\',u\'description\': u\'A unique code used to refer to a BNF Chemical Substance.For example, 0501013B0\',u\'name\': u\'BNF_CHEMICAL_SUBSTANCE\', u\'type\': u\'string\', u\'format\': u\'default\'},{u\'title\': u\'British National Formulary (BNF) Chemical Substance Description\',u\'description\': u\'The name of the main active ingredient in a drug or the type of an appliance. Determined by the British National Formulatory (BNF) for drugs, or the NHS BSA for appliances. For example, Amoxicillin\',u\'name\': u\'CHEMICAL_SUBSTANCE_BNF_DESCR\', u\'type\': u\'string\', u\'format\': u\'default\'},{u\'title\': u\'British National Formulary (BNF) Code\',u\'description\': u\'The unique code used to refer to a BNF Presentation. For example, 0501013B0AAABAB\',u\'name\': u\'BNF_CODE\', u\'type\': u\'string\', u\'format\': u\'default\'},{u\'title\': u\'British National Formulary (BNF) Description\',u\'description\': u\'The name given to the specific type, strength, and formulation of a drug; or, the specific type of an appliance. For example, Amoxicillin 500mg capsules\',u\'name\': u\'BNF_DESCRIPTION\', u\'type\': u\'string\', u\'format\': u\'default\'},{u\'title\': u\'British National Formulary (BNF) Description\',u\'description\': u\'The name given to a British National Formulatory (BNF) Chapter that includes the prescribed product. Includes the numerical code used to refer to the chapter.For example, 05: Infections\',u\'name\': u\'BNF_CHAPTER_PLUS_CODE\', u\'type\': u\'string\', u\'format\': u\'default\'},{u\'title\': u\'Quantity\',u\'description\': u\'The quantity of a medicine, dressing or appliance for which an individual item was prescribed and dispensed, for each BNF Presentation. This represents a pseudo pack size, to illustrate the typical range of prescribed quantities of a given presentation. For example, a quantity of 28 for Amoxicillin 500mg capsules means that the pack size dispensed was 28 capsules.\',u\'name\': u\'QUANTITY\', u\'type\': u\'number\', u\'format\': u\'default\'},{u\'title\': u\'Items\',u\'description\': u\'The number of times a product appears on a prescription form. Prescription forms include both paper prescriptions and electronic messages.\',u\'name\': u\'ITEMS\', u\'type\': u\'number\', u\'format\': u\'default\'},{u\'title\': u\'Total Quantity\',u\'description\': u\'The total quantity of a drug or appliance that was prescribed.This is calculated by multiplying Quantity by Items. For example, if 2 items of Amoxicillin 500mg capsules with a quantity of 28 were prescribed, total quantity will be 56.\',u\'name\': u\'TOTAL_QUANTITY\', u\'type\': u\'number\', u\'format\': u\'default\'},{u\'title\': u\'Average Daily Quantity (ADQ)\',u\'description\': u\'Average Daily Quantity (ADQ) is the typical daily dose of a medication, prescribed to adult patients by GP Practices.This field shows the quantity prescribed multiplied by the strength, which is then divided by the Average Daily Quantity value.\',u\'name\': u\'ADQUSAGE\', u\'type\': u\'number\', u\'format\': u\'default\'},{u\'title\': u\'Net Ingredient Cost (NIC)\',u\'description\': u\'In GBP. The amount that would be paid using the basic price of the prescribed drug or appliance and the quantity prescribed.Sometimes called the "Net Ingredient Cost" (NIC).The basic price is given either in the Drug Tariff or is determined from prices published by manufacturers, wholesalers or suppliers. Basic price is set out in Parts 8 and 9 of the Drug Tariff. For any drugs or appliances not in Part 8, the price is usually taken from the manufacturer, wholesaler or supplier of the product.\',u\'name\': u\'NIC\', u\'type\': u\'number\', u\'format\': u\'default\'},{u\'title\': u\'Actual Cost\',u\'description\': u\'In GBP. The basic cost after adjustment for the national average discount and some payments to the dispenser.See notes for details of the calculation. The calculation is:Net Ingredient Cost - National Average Discount Percentage + (payment for consumables + out of pocket expenses + payment for containers)\',u\'name\': u\'ACTUAL_COST\', u\'type\': u\'number\', u\'format\': u\'default\'},{u\'title\': u\'Unidentified\',u\'description\': u\'This field shows data from prescription forms that could not be allocated to a Practice. Please see the guidance notes for a more detailed explanation of this field, and its uses.\',u\'name\': u\'UNIDENTIFIED\', u\'type\': u\'string\', u\'format\': u\'default\'},{u\'title\': u\'Presentation SNOMED code\',u\'description\': u\'A SNOMED CT (Systemised Nomenclature of Medicine Clinical Terms) is a clinical vocabulary readable by computers. The SNOMED code contained within the data is a unique identifier for each Medicinal Product (both VMP and AMP level). The identifier will not be re-used and or allocated to another presentation.\',u\'name\': u\'SNOMED_CODE\', u\'type\': u\'number\', u\'format\': u\'default\'}], u\'missingValues\': [u\'\']}', 'bq_table_name': 'EPD_SNOMED_202104', 'hash': '886a980eb8410dc23a60fff1a3b73c6b6893b2f36c04cfda34a07c8a5ad2334a', 'description': '', 'format': 'CSV', 'mimetype_inner': None, 'url_type': 'upload', 'mimetype': 'text/csv', 'cache_url': None, 'name': 'EPD_SNOMED_202104', 'created': '2021-06-25T23:00:16.401715', 'url': 'https://opendata.nhsbsa.net/dataset/906115a6-4155-44be-8b81-f8e83cebfb84/resource/0e879024-1fef-4a85-8980-64537f8b6fcc/download/epd_snomed_202104.csv', 'last_modified': '2021-06-25T23:00:16.295414', 'position': 5, 'revision_id': '14cf6348-c3f4-44fa-9310-99ae98863991', 'resource_type': None}, {'cache_last_updated': None, 'package_id': '906115a6-4155-44be-8b81-f8e83cebfb84', 'datastore_active': 'true', 'id': '33e0ea36-c33b-4797-86d4-efdb883eff8d', 'size': 6502137963, 'title': 'English Prescribing Dataset (EPD) with SNOMED code - May 2021', 'restricted': '{level: public}', 'encoding': 'utf8', 'state': 'active', 'sha256': '1273b124a47f2ed5e689665df0d17a04bf344714608ada9f8f9f3bfa54181273', 'zip_url': 'https://storage.googleapis.com/dx-nhs-production/DATOPIAN_DATA/EPD_SNOMED_202105.ZIP', 'lfs_prefix': 'experimental-data-sets/english-prescribing-dataset-epd-with-snomed-code', 'schema': '{u\'fields\': [{u\'title\': u\'Year and Month as YYYYMM\',u\'description\': u\'Example: 201401\',u\'name\': u\'YEAR_MONTH\', u\'type\': u\'number\', u\'format\': u\'default\'},{u\'title\': u\'Regional Office Name\',u\'description\': u\'The name given to a geographical region by NHS England. Each region supports local systems to provide more joined up and care for patients.\',u\'name\': u\'REGIONAL_OFFICE_NAME\', u\'type\': u\'string\', u\'format\': u\'default\'},{u\'title\': u\'Regional Office Code\',u\'description\': u\'The unique code used to refer to a Regional Office.\',u\'name\': u\'REGIONAL_OFFICE_CODE\', u\'type\': u\'string\', u\'format\': u\'default\'},{u\'title\': u\'STP Name\',u\'description\': u\'The name given to a geographical area by NHS England that is a smaller division of a Region. STP stands for Sustainability and Transformation Partnership\',u\'name\': u\'STP_NAME\', u\'type\': u\'string\', u\'format\': u\'default\'},{u\'title\': u\'STP Code\',u\'description\': u\'The unique code used to refer to an STP. STP stands for Sustainability and Transformation Partnership.\',u\'name\': u\'STP_CODE\', u\'type\': u\'string\', u\'format\': u\'default\'},{u\'title\': u\'Primary Care Organisation Name\',u\'description\': u\'An NHS organisation that commissions or provides care services involving prescriptions that are dispensed in the community. For example: a Clinical Commissioning Group (CCG), an NHS Trust.\',u\'name\': u\'PCO_NAME\', u\'type\': u\'string\', u\'format\': u\'default\'},{u\'title\': u\'Primary Care Organisation Code\',u\'description\': u\'The unique code used to refer to a Primary Care Organisation.\',u\'name\': u\'PCO_CODE\', u\'type\': u\'string\', u\'format\': u\'default\'},{u\'title\': u\'Practice Name\',u\'description\': u\'The name of an organisation that employs one or more prescribers who issue prescriptions that may be dispensed in the community. For example:a GP Practice, an Out-of-Hours service, a hospital department within an NHS Trust.\',u\'name\': u\'PRACTICE_NAME\', u\'type\': u\'string\', u\'format\': u\'default\'},{u\'title\': u\'Practice Code\',u\'description\': u\'The unique code used to refer to a Practice.\',u\'name\': u\'PRACTICE_CODE\', u\'type\': u\'string\', u\'format\': u\'default\'},{u\'title\': u\'Address Field 1\',u\'description\': u\'The Address used by a Practice. This data is supplied by Primary Care Support England (PSCE), NHS England Area Teams or the Clinical Commissioning Group, whenever a new practice is opened or if a change of details is required.\',u\'name\': u\'ADDRESS_1\', u\'type\': u\'string\', u\'format\': u\'default\'},{u\'title\': u\'Address Field 2\',u\'description\': u\'The Address used by a Practice. This data is supplied by Primary Care Support England (PSCE), NHS England Area Teams or the Clinical Commissioning Group, whenever a new practice is opened or if a change of details is required.\',u\'name\': u\'ADDRESS_2\', u\'type\': u\'string\', u\'format\': u\'default\'},{u\'title\': u\'Address Field 3\',u\'description\': u\'The Address used by a Practice. This data is supplied by Primary Care Support England (PSCE), NHS England Area Teams or the Clinical Commissioning Group, whenever a new practice is opened or if a change of details is required.\',u\'name\': u\'ADDRESS_3\', u\'type\': u\'string\', u\'format\': u\'default\'},{u\'title\': u\'Address Field 4\',u\'description\': u\'The Address used by a Practice. This data is supplied by Primary Care Support England (PSCE), NHS England Area Teams or the Clinical Commissioning Group, whenever a new practice is opened or if a change of details is required.\',u\'name\': u\'ADDRESS_4\', u\'type\': u\'string\', u\'format\': u\'default\'},{u\'title\': u\'Post Code\',u\'description\': u\'The Address used by a Practice. This data is supplied by Primary Care Support England (PSCE), NHS England Area Teams or the Clinical Commissioning Group, whenever a new practice is opened or if a change of details is required.\',u\'name\': u\'POSTCODE\', u\'type\': u\'string\', u\'format\': u\'default\'},{u\'title\': u\'British National Formulary (BNF) Chemical Substance Code\',u\'description\': u\'A unique code used to refer to a BNF Chemical Substance.For example, 0501013B0\',u\'name\': u\'BNF_CHEMICAL_SUBSTANCE\', u\'type\': u\'string\', u\'format\': u\'default\'},{u\'title\': u\'British National Formulary (BNF) Chemical Substance Description\',u\'description\': u\'The name of the main active ingredient in a drug or the type of an appliance. Determined by the British National Formulatory (BNF) for drugs, or the NHS BSA for appliances. For example, Amoxicillin\',u\'name\': u\'CHEMICAL_SUBSTANCE_BNF_DESCR\', u\'type\': u\'string\', u\'format\': u\'default\'},{u\'title\': u\'British National Formulary (BNF) Code\',u\'description\': u\'The unique code used to refer to a BNF Presentation. For example, 0501013B0AAABAB\',u\'name\': u\'BNF_CODE\', u\'type\': u\'string\', u\'format\': u\'default\'},{u\'title\': u\'British National Formulary (BNF) Description\',u\'description\': u\'The name given to the specific type, strength, and formulation of a drug; or, the specific type of an appliance. For example, Amoxicillin 500mg capsules\',u\'name\': u\'BNF_DESCRIPTION\', u\'type\': u\'string\', u\'format\': u\'default\'},{u\'title\': u\'British National Formulary (BNF) Description\',u\'description\': u\'The name given to a British National Formulatory (BNF) Chapter that includes the prescribed product. Includes the numerical code used to refer to the chapter.For example, 05: Infections\',u\'name\': u\'BNF_CHAPTER_PLUS_CODE\', u\'type\': u\'string\', u\'format\': u\'default\'},{u\'title\': u\'Quantity\',u\'description\': u\'The quantity of a medicine, dressing or appliance for which an individual item was prescribed and dispensed, for each BNF Presentation. This represents a pseudo pack size, to illustrate the typical range of prescribed quantities of a given presentation. For example, a quantity of 28 for Amoxicillin 500mg capsules means that the pack size dispensed was 28 capsules.\',u\'name\': u\'QUANTITY\', u\'type\': u\'number\', u\'format\': u\'default\'},{u\'title\': u\'Items\',u\'description\': u\'The number of times a product appears on a prescription form. Prescription forms include both paper prescriptions and electronic messages.\',u\'name\': u\'ITEMS\', u\'type\': u\'number\', u\'format\': u\'default\'},{u\'title\': u\'Total Quantity\',u\'description\': u\'The total quantity of a drug or appliance that was prescribed.This is calculated by multiplying Quantity by Items. For example, if 2 items of Amoxicillin 500mg capsules with a quantity of 28 were prescribed, total quantity will be 56.\',u\'name\': u\'TOTAL_QUANTITY\', u\'type\': u\'number\', u\'format\': u\'default\'},{u\'title\': u\'Average Daily Quantity (ADQ)\',u\'description\': u\'Average Daily Quantity (ADQ) is the typical daily dose of a medication, prescribed to adult patients by GP Practices.This field shows the quantity prescribed multiplied by the strength, which is then divided by the Average Daily Quantity value.\',u\'name\': u\'ADQUSAGE\', u\'type\': u\'number\', u\'format\': u\'default\'},{u\'title\': u\'Net Ingredient Cost (NIC)\',u\'description\': u\'In GBP. The amount that would be paid using the basic price of the prescribed drug or appliance and the quantity prescribed.Sometimes called the "Net Ingredient Cost" (NIC).The basic price is given either in the Drug Tariff or is determined from prices published by manufacturers, wholesalers or suppliers. Basic price is set out in Parts 8 and 9 of the Drug Tariff. For any drugs or appliances not in Part 8, the price is usually taken from the manufacturer, wholesaler or supplier of the product.\',u\'name\': u\'NIC\', u\'type\': u\'number\', u\'format\': u\'default\'},{u\'title\': u\'Actual Cost\',u\'description\': u\'In GBP. The basic cost after adjustment for the national average discount and some payments to the dispenser.See notes for details of the calculation. The calculation is:Net Ingredient Cost - National Average Discount Percentage + (payment for consumables + out of pocket expenses + payment for containers)\',u\'name\': u\'ACTUAL_COST\', u\'type\': u\'number\', u\'format\': u\'default\'},{u\'title\': u\'Unidentified\',u\'description\': u\'This field shows data from prescription forms that could not be allocated to a Practice. Please see the guidance notes for a more detailed explanation of this field, and its uses.\',u\'name\': u\'UNIDENTIFIED\', u\'type\': u\'string\', u\'format\': u\'default\'},{u\'title\': u\'Presentation SNOMED code\',u\'description\': u\'A SNOMED CT (Systemised Nomenclature of Medicine Clinical Terms) is a clinical vocabulary readable by computers. The SNOMED code contained within the data is a unique identifier for each Medicinal Product (both VMP and AMP level). The identifier will not be re-used and or allocated to another presentation.\',u\'name\': u\'SNOMED_CODE\', u\'type\': u\'number\', u\'format\': u\'default\'}], u\'missingValues\': [u\'\']}', 'bq_table_name': 'EPD_SNOMED_202105', 'hash': '1273b124a47f2ed5e689665df0d17a04bf344714608ada9f8f9f3bfa54181273', 'description': '', 'format': 'CSV', 'mimetype_inner': None, 'url_type': 'upload', 'mimetype': 'text/csv', 'cache_url': None, 'name': 'EPD_SNOMED_202105', 'created': '2021-07-14T17:34:17.828986', 'url': 'https://opendata.nhsbsa.net/dataset/906115a6-4155-44be-8b81-f8e83cebfb84/resource/33e0ea36-c33b-4797-86d4-efdb883eff8d/download/epd_snomed_202105.csv', 'last_modified': '2021-07-14T17:34:17.721597', 'position': 6, 'revision_id': 'e6e32ee8-53cf-4134-8c97-2eb36aecf441', 'resource_type': None}, {'cache_last_updated': None, 'package_id': '906115a6-4155-44be-8b81-f8e83cebfb84', 'datastore_active': 'true', 'id': '9742823b-2d4e-4c71-bfae-3f686433ec80', 'size': 6701867090, 'title': 'English Prescribing Dataset (EPD) with SNOMED code - Jun 2021', 'restricted': '{level: public}', 'encoding': 'utf8', 'state': 'active', 'sha256': 'cde822424beb010f1b86d6789cfe04455830c05dc5021ce06a743750e4a73092', 'zip_url': 'https://storage.googleapis.com/dx-nhs-production/DATOPIAN_DATA/EPD_SNOMED_202106.ZIP', 'lfs_prefix': 'experimental-data-sets/english-prescribing-dataset-epd-with-snomed-code', 'schema': '{u\'fields\': [{u\'title\': u\'Year and Month as YYYYMM\',u\'description\': u\'Example: 201401\',u\'name\': u\'YEAR_MONTH\', u\'type\': u\'number\', u\'format\': u\'default\'},{u\'title\': u\'Regional Office Name\',u\'description\': u\'The name given to a geographical region by NHS England. Each region supports local systems to provide more joined up and care for patients.\',u\'name\': u\'REGIONAL_OFFICE_NAME\', u\'type\': u\'string\', u\'format\': u\'default\'},{u\'title\': u\'Regional Office Code\',u\'description\': u\'The unique code used to refer to a Regional Office.\',u\'name\': u\'REGIONAL_OFFICE_CODE\', u\'type\': u\'string\', u\'format\': u\'default\'},{u\'title\': u\'STP Name\',u\'description\': u\'The name given to a geographical area by NHS England that is a smaller division of a Region. STP stands for Sustainability and Transformation Partnership\',u\'name\': u\'STP_NAME\', u\'type\': u\'string\', u\'format\': u\'default\'},{u\'title\': u\'STP Code\',u\'description\': u\'The unique code used to refer to an STP. STP stands for Sustainability and Transformation Partnership.\',u\'name\': u\'STP_CODE\', u\'type\': u\'string\', u\'format\': u\'default\'},{u\'title\': u\'Primary Care Organisation Name\',u\'description\': u\'An NHS organisation that commissions or provides care services involving prescriptions that are dispensed in the community. For example: a Clinical Commissioning Group (CCG), an NHS Trust.\',u\'name\': u\'PCO_NAME\', u\'type\': u\'string\', u\'format\': u\'default\'},{u\'title\': u\'Primary Care Organisation Code\',u\'description\': u\'The unique code used to refer to a Primary Care Organisation.\',u\'name\': u\'PCO_CODE\', u\'type\': u\'string\', u\'format\': u\'default\'},{u\'title\': u\'Practice Name\',u\'description\': u\'The name of an organisation that employs one or more prescribers who issue prescriptions that may be dispensed in the community. For example:a GP Practice, an Out-of-Hours service, a hospital department within an NHS Trust.\',u\'name\': u\'PRACTICE_NAME\', u\'type\': u\'string\', u\'format\': u\'default\'},{u\'title\': u\'Practice Code\',u\'description\': u\'The unique code used to refer to a Practice.\',u\'name\': u\'PRACTICE_CODE\', u\'type\': u\'string\', u\'format\': u\'default\'},{u\'title\': u\'Address Field 1\',u\'description\': u\'The Address used by a Practice. This data is supplied by Primary Care Support England (PSCE), NHS England Area Teams or the Clinical Commissioning Group, whenever a new practice is opened or if a change of details is required.\',u\'name\': u\'ADDRESS_1\', u\'type\': u\'string\', u\'format\': u\'default\'},{u\'title\': u\'Address Field 2\',u\'description\': u\'The Address used by a Practice. This data is supplied by Primary Care Support England (PSCE), NHS England Area Teams or the Clinical Commissioning Group, whenever a new practice is opened or if a change of details is required.\',u\'name\': u\'ADDRESS_2\', u\'type\': u\'string\', u\'format\': u\'default\'},{u\'title\': u\'Address Field 3\',u\'description\': u\'The Address used by a Practice. This data is supplied by Primary Care Support England (PSCE), NHS England Area Teams or the Clinical Commissioning Group, whenever a new practice is opened or if a change of details is required.\',u\'name\': u\'ADDRESS_3\', u\'type\': u\'string\', u\'format\': u\'default\'},{u\'title\': u\'Address Field 4\',u\'description\': u\'The Address used by a Practice. This data is supplied by Primary Care Support England (PSCE), NHS England Area Teams or the Clinical Commissioning Group, whenever a new practice is opened or if a change of details is required.\',u\'name\': u\'ADDRESS_4\', u\'type\': u\'string\', u\'format\': u\'default\'},{u\'title\': u\'Post Code\',u\'description\': u\'The Address used by a Practice. This data is supplied by Primary Care Support England (PSCE), NHS England Area Teams or the Clinical Commissioning Group, whenever a new practice is opened or if a change of details is required.\',u\'name\': u\'POSTCODE\', u\'type\': u\'string\', u\'format\': u\'default\'},{u\'title\': u\'British National Formulary (BNF) Chemical Substance Code\',u\'description\': u\'A unique code used to refer to a BNF Chemical Substance.For example, 0501013B0\',u\'name\': u\'BNF_CHEMICAL_SUBSTANCE\', u\'type\': u\'string\', u\'format\': u\'default\'},{u\'title\': u\'British National Formulary (BNF) Chemical Substance Description\',u\'description\': u\'The name of the main active ingredient in a drug or the type of an appliance. Determined by the British National Formulatory (BNF) for drugs, or the NHS BSA for appliances. For example, Amoxicillin\',u\'name\': u\'CHEMICAL_SUBSTANCE_BNF_DESCR\', u\'type\': u\'string\', u\'format\': u\'default\'},{u\'title\': u\'British National Formulary (BNF) Code\',u\'description\': u\'The unique code used to refer to a BNF Presentation. For example, 0501013B0AAABAB\',u\'name\': u\'BNF_CODE\', u\'type\': u\'string\', u\'format\': u\'default\'},{u\'title\': u\'British National Formulary (BNF) Description\',u\'description\': u\'The name given to the specific type, strength, and formulation of a drug; or, the specific type of an appliance. For example, Amoxicillin 500mg capsules\',u\'name\': u\'BNF_DESCRIPTION\', u\'type\': u\'string\', u\'format\': u\'default\'},{u\'title\': u\'British National Formulary (BNF) Description\',u\'description\': u\'The name given to a British National Formulatory (BNF) Chapter that includes the prescribed product. Includes the numerical code used to refer to the chapter.For example, 05: Infections\',u\'name\': u\'BNF_CHAPTER_PLUS_CODE\', u\'type\': u\'string\', u\'format\': u\'default\'},{u\'title\': u\'Quantity\',u\'description\': u\'The quantity of a medicine, dressing or appliance for which an individual item was prescribed and dispensed, for each BNF Presentation. This represents a pseudo pack size, to illustrate the typical range of prescribed quantities of a given presentation. For example, a quantity of 28 for Amoxicillin 500mg capsules means that the pack size dispensed was 28 capsules.\',u\'name\': u\'QUANTITY\', u\'type\': u\'number\', u\'format\': u\'default\'},{u\'title\': u\'Items\',u\'description\': u\'The number of times a product appears on a prescription form. Prescription forms include both paper prescriptions and electronic messages.\',u\'name\': u\'ITEMS\', u\'type\': u\'number\', u\'format\': u\'default\'},{u\'title\': u\'Total Quantity\',u\'description\': u\'The total quantity of a drug or appliance that was prescribed.This is calculated by multiplying Quantity by Items. For example, if 2 items of Amoxicillin 500mg capsules with a quantity of 28 were prescribed, total quantity will be 56.\',u\'name\': u\'TOTAL_QUANTITY\', u\'type\': u\'number\', u\'format\': u\'default\'},{u\'title\': u\'Average Daily Quantity (ADQ)\',u\'description\': u\'Average Daily Quantity (ADQ) is the typical daily dose of a medication, prescribed to adult patients by GP Practices.This field shows the quantity prescribed multiplied by the strength, which is then divided by the Average Daily Quantity value.\',u\'name\': u\'ADQUSAGE\', u\'type\': u\'number\', u\'format\': u\'default\'},{u\'title\': u\'Net Ingredient Cost (NIC)\',u\'description\': u\'In GBP. The amount that would be paid using the basic price of the prescribed drug or appliance and the quantity prescribed.Sometimes called the "Net Ingredient Cost" (NIC).The basic price is given either in the Drug Tariff or is determined from prices published by manufacturers, wholesalers or suppliers. Basic price is set out in Parts 8 and 9 of the Drug Tariff. For any drugs or appliances not in Part 8, the price is usually taken from the manufacturer, wholesaler or supplier of the product.\',u\'name\': u\'NIC\', u\'type\': u\'number\', u\'format\': u\'default\'},{u\'title\': u\'Actual Cost\',u\'description\': u\'In GBP. The basic cost after adjustment for the national average discount and some payments to the dispenser.See notes for details of the calculation. The calculation is:Net Ingredient Cost - National Average Discount Percentage + (payment for consumables + out of pocket expenses + payment for containers)\',u\'name\': u\'ACTUAL_COST\', u\'type\': u\'number\', u\'format\': u\'default\'},{u\'title\': u\'Unidentified\',u\'description\': u\'This field shows data from prescription forms that could not be allocated to a Practice. Please see the guidance notes for a more detailed explanation of this field, and its uses.\',u\'name\': u\'UNIDENTIFIED\', u\'type\': u\'string\', u\'format\': u\'default\'},{u\'title\': u\'Presentation SNOMED code\',u\'description\': u\'A SNOMED CT (Systemised Nomenclature of Medicine Clinical Terms) is a clinical vocabulary readable by computers. The SNOMED code contained within the data is a unique identifier for each Medicinal Product (both VMP and AMP level). The identifier will not be re-used and or allocated to another presentation.\',u\'name\': u\'SNOMED_CODE\', u\'type\': u\'number\', u\'format\': u\'default\'}], u\'missingValues\': [u\'\']}', 'bq_table_name': 'EPD_SNOMED_202106', 'hash': 'cde822424beb010f1b86d6789cfe04455830c05dc5021ce06a743750e4a73092', 'description': '', 'format': 'CSV', 'mimetype_inner': None, 'url_type': 'upload', 'mimetype': 'text/csv', 'cache_url': None, 'name': 'EPD_SNOMED_202106', 'created': '2021-08-16T19:04:01.231565', 'url': 'https://opendata.nhsbsa.net/dataset/906115a6-4155-44be-8b81-f8e83cebfb84/resource/9742823b-2d4e-4c71-bfae-3f686433ec80/download/epd_snomed_202106.csv', 'last_modified': '2021-08-16T19:04:01.080286', 'position': 7, 'revision_id': '8ddf78fc-8054-4833-9464-0f77a84f443d', 'resource_type': None}, {'cache_last_updated': None, 'package_id': '906115a6-4155-44be-8b81-f8e83cebfb84', 'datastore_active': 'true', 'id': 'bb386c01-2352-4351-9d00-fdc7a316c43f', 'size': 6682981735, 'title': 'English Prescribing Dataset (EPD) with SNOMED code - Jul 2021', 'restricted': '{level: public}', 'encoding': 'utf8', 'state': 'active', 'sha256': '081e0e964c03f7f92f26ce90a7cf3b5767731d6a61c0d3845d8b71d2996624ee', 'zip_url': 'https://storage.googleapis.com/dx-nhs-production/DATOPIAN_DATA/EPD_SNOMED_202107.ZIP', 'lfs_prefix': 'experimental-data-sets/english-prescribing-dataset-epd-with-snomed-code', 'schema': '{u\'fields\': [{u\'title\': u\'Year and Month as YYYYMM\',u\'description\': u\'Example: 201401\',u\'name\': u\'YEAR_MONTH\', u\'type\': u\'number\', u\'format\': u\'default\'},{u\'title\': u\'Regional Office Name\',u\'description\': u\'The name given to a geographical region by NHS England. Each region supports local systems to provide more joined up and care for patients.\',u\'name\': u\'REGIONAL_OFFICE_NAME\', u\'type\': u\'string\', u\'format\': u\'default\'},{u\'title\': u\'Regional Office Code\',u\'description\': u\'The unique code used to refer to a Regional Office.\',u\'name\': u\'REGIONAL_OFFICE_CODE\', u\'type\': u\'string\', u\'format\': u\'default\'},{u\'title\': u\'STP Name\',u\'description\': u\'The name given to a geographical area by NHS England that is a smaller division of a Region. STP stands for Sustainability and Transformation Partnership\',u\'name\': u\'STP_NAME\', u\'type\': u\'string\', u\'format\': u\'default\'},{u\'title\': u\'STP Code\',u\'description\': u\'The unique code used to refer to an STP. STP stands for Sustainability and Transformation Partnership.\',u\'name\': u\'STP_CODE\', u\'type\': u\'string\', u\'format\': u\'default\'},{u\'title\': u\'Primary Care Organisation Name\',u\'description\': u\'An NHS organisation that commissions or provides care services involving prescriptions that are dispensed in the community. For example: a Clinical Commissioning Group (CCG), an NHS Trust.\',u\'name\': u\'PCO_NAME\', u\'type\': u\'string\', u\'format\': u\'default\'},{u\'title\': u\'Primary Care Organisation Code\',u\'description\': u\'The unique code used to refer to a Primary Care Organisation.\',u\'name\': u\'PCO_CODE\', u\'type\': u\'string\', u\'format\': u\'default\'},{u\'title\': u\'Practice Name\',u\'description\': u\'The name of an organisation that employs one or more prescribers who issue prescriptions that may be dispensed in the community. For example:a GP Practice, an Out-of-Hours service, a hospital department within an NHS Trust.\',u\'name\': u\'PRACTICE_NAME\', u\'type\': u\'string\', u\'format\': u\'default\'},{u\'title\': u\'Practice Code\',u\'description\': u\'The unique code used to refer to a Practice.\',u\'name\': u\'PRACTICE_CODE\', u\'type\': u\'string\', u\'format\': u\'default\'},{u\'title\': u\'Address Field 1\',u\'description\': u\'The Address used by a Practice. This data is supplied by Primary Care Support England (PSCE), NHS England Area Teams or the Clinical Commissioning Group, whenever a new practice is opened or if a change of details is required.\',u\'name\': u\'ADDRESS_1\', u\'type\': u\'string\', u\'format\': u\'default\'},{u\'title\': u\'Address Field 2\',u\'description\': u\'The Address used by a Practice. This data is supplied by Primary Care Support England (PSCE), NHS England Area Teams or the Clinical Commissioning Group, whenever a new practice is opened or if a change of details is required.\',u\'name\': u\'ADDRESS_2\', u\'type\': u\'string\', u\'format\': u\'default\'},{u\'title\': u\'Address Field 3\',u\'description\': u\'The Address used by a Practice. This data is supplied by Primary Care Support England (PSCE), NHS England Area Teams or the Clinical Commissioning Group, whenever a new practice is opened or if a change of details is required.\',u\'name\': u\'ADDRESS_3\', u\'type\': u\'string\', u\'format\': u\'default\'},{u\'title\': u\'Address Field 4\',u\'description\': u\'The Address used by a Practice. This data is supplied by Primary Care Support England (PSCE), NHS England Area Teams or the Clinical Commissioning Group, whenever a new practice is opened or if a change of details is required.\',u\'name\': u\'ADDRESS_4\', u\'type\': u\'string\', u\'format\': u\'default\'},{u\'title\': u\'Post Code\',u\'description\': u\'The Address used by a Practice. This data is supplied by Primary Care Support England (PSCE), NHS England Area Teams or the Clinical Commissioning Group, whenever a new practice is opened or if a change of details is required.\',u\'name\': u\'POSTCODE\', u\'type\': u\'string\', u\'format\': u\'default\'},{u\'title\': u\'British National Formulary (BNF) Chemical Substance Code\',u\'description\': u\'A unique code used to refer to a BNF Chemical Substance.For example, 0501013B0\',u\'name\': u\'BNF_CHEMICAL_SUBSTANCE\', u\'type\': u\'string\', u\'format\': u\'default\'},{u\'title\': u\'British National Formulary (BNF) Chemical Substance Description\',u\'description\': u\'The name of the main active ingredient in a drug or the type of an appliance. Determined by the British National Formulatory (BNF) for drugs, or the NHS BSA for appliances. For example, Amoxicillin\',u\'name\': u\'CHEMICAL_SUBSTANCE_BNF_DESCR\', u\'type\': u\'string\', u\'format\': u\'default\'},{u\'title\': u\'British National Formulary (BNF) Code\',u\'description\': u\'The unique code used to refer to a BNF Presentation. For example, 0501013B0AAABAB\',u\'name\': u\'BNF_CODE\', u\'type\': u\'string\', u\'format\': u\'default\'},{u\'title\': u\'British National Formulary (BNF) Description\',u\'description\': u\'The name given to the specific type, strength, and formulation of a drug; or, the specific type of an appliance. For example, Amoxicillin 500mg capsules\',u\'name\': u\'BNF_DESCRIPTION\', u\'type\': u\'string\', u\'format\': u\'default\'},{u\'title\': u\'British National Formulary (BNF) Description\',u\'description\': u\'The name given to a British National Formulatory (BNF) Chapter that includes the prescribed product. Includes the numerical code used to refer to the chapter.For example, 05: Infections\',u\'name\': u\'BNF_CHAPTER_PLUS_CODE\', u\'type\': u\'string\', u\'format\': u\'default\'},{u\'title\': u\'Quantity\',u\'description\': u\'The quantity of a medicine, dressing or appliance for which an individual item was prescribed and dispensed, for each BNF Presentation. This represents a pseudo pack size, to illustrate the typical range of prescribed quantities of a given presentation. For example, a quantity of 28 for Amoxicillin 500mg capsules means that the pack size dispensed was 28 capsules.\',u\'name\': u\'QUANTITY\', u\'type\': u\'number\', u\'format\': u\'default\'},{u\'title\': u\'Items\',u\'description\': u\'The number of times a product appears on a prescription form. Prescription forms include both paper prescriptions and electronic messages.\',u\'name\': u\'ITEMS\', u\'type\': u\'number\', u\'format\': u\'default\'},{u\'title\': u\'Total Quantity\',u\'description\': u\'The total quantity of a drug or appliance that was prescribed.This is calculated by multiplying Quantity by Items. For example, if 2 items of Amoxicillin 500mg capsules with a quantity of 28 were prescribed, total quantity will be 56.\',u\'name\': u\'TOTAL_QUANTITY\', u\'type\': u\'number\', u\'format\': u\'default\'},{u\'title\': u\'Average Daily Quantity (ADQ)\',u\'description\': u\'Average Daily Quantity (ADQ) is the typical daily dose of a medication, prescribed to adult patients by GP Practices.This field shows the quantity prescribed multiplied by the strength, which is then divided by the Average Daily Quantity value.\',u\'name\': u\'ADQUSAGE\', u\'type\': u\'number\', u\'format\': u\'default\'},{u\'title\': u\'Net Ingredient Cost (NIC)\',u\'description\': u\'In GBP. The amount that would be paid using the basic price of the prescribed drug or appliance and the quantity prescribed.Sometimes called the "Net Ingredient Cost" (NIC).The basic price is given either in the Drug Tariff or is determined from prices published by manufacturers, wholesalers or suppliers. Basic price is set out in Parts 8 and 9 of the Drug Tariff. For any drugs or appliances not in Part 8, the price is usually taken from the manufacturer, wholesaler or supplier of the product.\',u\'name\': u\'NIC\', u\'type\': u\'number\', u\'format\': u\'default\'},{u\'title\': u\'Actual Cost\',u\'description\': u\'In GBP. The basic cost after adjustment for the national average discount and some payments to the dispenser.See notes for details of the calculation. The calculation is:Net Ingredient Cost - National Average Discount Percentage + (payment for consumables + out of pocket expenses + payment for containers)\',u\'name\': u\'ACTUAL_COST\', u\'type\': u\'number\', u\'format\': u\'default\'},{u\'title\': u\'Unidentified\',u\'description\': u\'This field shows data from prescription forms that could not be allocated to a Practice. Please see the guidance notes for a more detailed explanation of this field, and its uses.\',u\'name\': u\'UNIDENTIFIED\', u\'type\': u\'string\', u\'format\': u\'default\'},{u\'title\': u\'Presentation SNOMED code\',u\'description\': u\'A SNOMED CT (Systemised Nomenclature of Medicine Clinical Terms) is a clinical vocabulary readable by computers. The SNOMED code contained within the data is a unique identifier for each Medicinal Product (both VMP and AMP level). The identifier will not be re-used and or allocated to another presentation.\',u\'name\': u\'SNOMED_CODE\', u\'type\': u\'number\', u\'format\': u\'default\'}], u\'missingValues\': [u\'\']}', 'bq_table_name': 'EPD_SNOMED_202107', 'hash': '081e0e964c03f7f92f26ce90a7cf3b5767731d6a61c0d3845d8b71d2996624ee', 'description': '', 'format': 'CSV', 'mimetype_inner': None, 'url_type': 'upload', 'mimetype': 'text/csv', 'cache_url': None, 'name': 'EPD_SNOMED_202107', 'created': '2021-09-16T15:08:06.476900', 'url': 'https://opendata.nhsbsa.net/dataset/906115a6-4155-44be-8b81-f8e83cebfb84/resource/bb386c01-2352-4351-9d00-fdc7a316c43f/download/epd_snomed_202107.csv', 'last_modified': '2021-09-16T15:08:06.082320', 'position': 8, 'revision_id': '215091d1-5e0f-4585-a67e-b8e730b39e6d', 'resource_type': None}, {'cache_last_updated': None, 'package_id': '906115a6-4155-44be-8b81-f8e83cebfb84', 'datastore_active': 'true', 'id': '7ad2a6ab-d84b-4e25-847b-3b3fc37babdc', 'size': 6508415106, 'title': 'English Prescribing Dataset (EPD) with SNOMED code - Aug 2021', 'restricted': '{level: public}', 'encoding': 'utf8', 'state': 'active', 'sha256': '0e95fe415d4af58ea1b52733f4c18fdeca5bceaa8e9f4ce6d57ed79e31b5698d', 'zip_url': 'https://storage.googleapis.com/dx-nhs-production/DATOPIAN_DATA/EPD_SNOMED_202108.ZIP', 'lfs_prefix': 'experimental-data-sets/english-prescribing-dataset-epd-with-snomed-code', 'schema': '{u\'fields\': [{u\'title\': u\'Year and Month as YYYYMM\',u\'description\': u\'Example: 201401\',u\'name\': u\'YEAR_MONTH\', u\'type\': u\'number\', u\'format\': u\'default\'},{u\'title\': u\'Regional Office Name\',u\'description\': u\'The name given to a geographical region by NHS England. Each region supports local systems to provide more joined up and care for patients.\',u\'name\': u\'REGIONAL_OFFICE_NAME\', u\'type\': u\'string\', u\'format\': u\'default\'},{u\'title\': u\'Regional Office Code\',u\'description\': u\'The unique code used to refer to a Regional Office.\',u\'name\': u\'REGIONAL_OFFICE_CODE\', u\'type\': u\'string\', u\'format\': u\'default\'},{u\'title\': u\'STP Name\',u\'description\': u\'The name given to a geographical area by NHS England that is a smaller division of a Region. STP stands for Sustainability and Transformation Partnership\',u\'name\': u\'STP_NAME\', u\'type\': u\'string\', u\'format\': u\'default\'},{u\'title\': u\'STP Code\',u\'description\': u\'The unique code used to refer to an STP. STP stands for Sustainability and Transformation Partnership.\',u\'name\': u\'STP_CODE\', u\'type\': u\'string\', u\'format\': u\'default\'},{u\'title\': u\'Primary Care Organisation Name\',u\'description\': u\'An NHS organisation that commissions or provides care services involving prescriptions that are dispensed in the community. For example: a Clinical Commissioning Group (CCG), an NHS Trust.\',u\'name\': u\'PCO_NAME\', u\'type\': u\'string\', u\'format\': u\'default\'},{u\'title\': u\'Primary Care Organisation Code\',u\'description\': u\'The unique code used to refer to a Primary Care Organisation.\',u\'name\': u\'PCO_CODE\', u\'type\': u\'string\', u\'format\': u\'default\'},{u\'title\': u\'Practice Name\',u\'description\': u\'The name of an organisation that employs one or more prescribers who issue prescriptions that may be dispensed in the community. For example:a GP Practice, an Out-of-Hours service, a hospital department within an NHS Trust.\',u\'name\': u\'PRACTICE_NAME\', u\'type\': u\'string\', u\'format\': u\'default\'},{u\'title\': u\'Practice Code\',u\'description\': u\'The unique code used to refer to a Practice.\',u\'name\': u\'PRACTICE_CODE\', u\'type\': u\'string\', u\'format\': u\'default\'},{u\'title\': u\'Address Field 1\',u\'description\': u\'The Address used by a Practice. This data is supplied by Primary Care Support England (PSCE), NHS England Area Teams or the Clinical Commissioning Group, whenever a new practice is opened or if a change of details is required.\',u\'name\': u\'ADDRESS_1\', u\'type\': u\'string\', u\'format\': u\'default\'},{u\'title\': u\'Address Field 2\',u\'description\': u\'The Address used by a Practice. This data is supplied by Primary Care Support England (PSCE), NHS England Area Teams or the Clinical Commissioning Group, whenever a new practice is opened or if a change of details is required.\',u\'name\': u\'ADDRESS_2\', u\'type\': u\'string\', u\'format\': u\'default\'},{u\'title\': u\'Address Field 3\',u\'description\': u\'The Address used by a Practice. This data is supplied by Primary Care Support England (PSCE), NHS England Area Teams or the Clinical Commissioning Group, whenever a new practice is opened or if a change of details is required.\',u\'name\': u\'ADDRESS_3\', u\'type\': u\'string\', u\'format\': u\'default\'},{u\'title\': u\'Address Field 4\',u\'description\': u\'The Address used by a Practice. This data is supplied by Primary Care Support England (PSCE), NHS England Area Teams or the Clinical Commissioning Group, whenever a new practice is opened or if a change of details is required.\',u\'name\': u\'ADDRESS_4\', u\'type\': u\'string\', u\'format\': u\'default\'},{u\'title\': u\'Post Code\',u\'description\': u\'The Address used by a Practice. This data is supplied by Primary Care Support England (PSCE), NHS England Area Teams or the Clinical Commissioning Group, whenever a new practice is opened or if a change of details is required.\',u\'name\': u\'POSTCODE\', u\'type\': u\'string\', u\'format\': u\'default\'},{u\'title\': u\'British National Formulary (BNF) Chemical Substance Code\',u\'description\': u\'A unique code used to refer to a BNF Chemical Substance.For example, 0501013B0\',u\'name\': u\'BNF_CHEMICAL_SUBSTANCE\', u\'type\': u\'string\', u\'format\': u\'default\'},{u\'title\': u\'British National Formulary (BNF) Chemical Substance Description\',u\'description\': u\'The name of the main active ingredient in a drug or the type of an appliance. Determined by the British National Formulatory (BNF) for drugs, or the NHS BSA for appliances. For example, Amoxicillin\',u\'name\': u\'CHEMICAL_SUBSTANCE_BNF_DESCR\', u\'type\': u\'string\', u\'format\': u\'default\'},{u\'title\': u\'British National Formulary (BNF) Code\',u\'description\': u\'The unique code used to refer to a BNF Presentation. For example, 0501013B0AAABAB\',u\'name\': u\'BNF_CODE\', u\'type\': u\'string\', u\'format\': u\'default\'},{u\'title\': u\'British National Formulary (BNF) Description\',u\'description\': u\'The name given to the specific type, strength, and formulation of a drug; or, the specific type of an appliance. For example, Amoxicillin 500mg capsules\',u\'name\': u\'BNF_DESCRIPTION\', u\'type\': u\'string\', u\'format\': u\'default\'},{u\'title\': u\'British National Formulary (BNF) Description\',u\'description\': u\'The name given to a British National Formulatory (BNF) Chapter that includes the prescribed product. Includes the numerical code used to refer to the chapter.For example, 05: Infections\',u\'name\': u\'BNF_CHAPTER_PLUS_CODE\', u\'type\': u\'string\', u\'format\': u\'default\'},{u\'title\': u\'Quantity\',u\'description\': u\'The quantity of a medicine, dressing or appliance for which an individual item was prescribed and dispensed, for each BNF Presentation. This represents a pseudo pack size, to illustrate the typical range of prescribed quantities of a given presentation. For example, a quantity of 28 for Amoxicillin 500mg capsules means that the pack size dispensed was 28 capsules.\',u\'name\': u\'QUANTITY\', u\'type\': u\'number\', u\'format\': u\'default\'},{u\'title\': u\'Items\',u\'description\': u\'The number of times a product appears on a prescription form. Prescription forms include both paper prescriptions and electronic messages.\',u\'name\': u\'ITEMS\', u\'type\': u\'number\', u\'format\': u\'default\'},{u\'title\': u\'Total Quantity\',u\'description\': u\'The total quantity of a drug or appliance that was prescribed.This is calculated by multiplying Quantity by Items. For example, if 2 items of Amoxicillin 500mg capsules with a quantity of 28 were prescribed, total quantity will be 56.\',u\'name\': u\'TOTAL_QUANTITY\', u\'type\': u\'number\', u\'format\': u\'default\'},{u\'title\': u\'Average Daily Quantity (ADQ)\',u\'description\': u\'Average Daily Quantity (ADQ) is the typical daily dose of a medication, prescribed to adult patients by GP Practices.This field shows the quantity prescribed multiplied by the strength, which is then divided by the Average Daily Quantity value.\',u\'name\': u\'ADQUSAGE\', u\'type\': u\'number\', u\'format\': u\'default\'},{u\'title\': u\'Net Ingredient Cost (NIC)\',u\'description\': u\'In GBP. The amount that would be paid using the basic price of the prescribed drug or appliance and the quantity prescribed.Sometimes called the "Net Ingredient Cost" (NIC).The basic price is given either in the Drug Tariff or is determined from prices published by manufacturers, wholesalers or suppliers. Basic price is set out in Parts 8 and 9 of the Drug Tariff. For any drugs or appliances not in Part 8, the price is usually taken from the manufacturer, wholesaler or supplier of the product.\',u\'name\': u\'NIC\', u\'type\': u\'number\', u\'format\': u\'default\'},{u\'title\': u\'Actual Cost\',u\'description\': u\'In GBP. The basic cost after adjustment for the national average discount and some payments to the dispenser.See notes for details of the calculation. The calculation is:Net Ingredient Cost - National Average Discount Percentage + (payment for consumables + out of pocket expenses + payment for containers)\',u\'name\': u\'ACTUAL_COST\', u\'type\': u\'number\', u\'format\': u\'default\'},{u\'title\': u\'Unidentified\',u\'description\': u\'This field shows data from prescription forms that could not be allocated to a Practice. Please see the guidance notes for a more detailed explanation of this field, and its uses.\',u\'name\': u\'UNIDENTIFIED\', u\'type\': u\'string\', u\'format\': u\'default\'},{u\'title\': u\'Presentation SNOMED code\',u\'description\': u\'A SNOMED CT (Systemised Nomenclature of Medicine Clinical Terms) is a clinical vocabulary readable by computers. The SNOMED code contained within the data is a unique identifier for each Medicinal Product (both VMP and AMP level). The identifier will not be re-used and or allocated to another presentation.\',u\'name\': u\'SNOMED_CODE\', u\'type\': u\'number\', u\'format\': u\'default\'}], u\'missingValues\': [u\'\']}', 'bq_table_name': 'EPD_SNOMED_202108', 'hash': '0e95fe415d4af58ea1b52733f4c18fdeca5bceaa8e9f4ce6d57ed79e31b5698d', 'description': '', 'format': 'CSV', 'mimetype_inner': None, 'url_type': 'upload', 'mimetype': 'text/csv', 'cache_url': None, 'name': 'EPD_SNOMED_202108', 'created': '2021-10-14T10:24:56.811432', 'url': 'https://opendata.nhsbsa.net/dataset/906115a6-4155-44be-8b81-f8e83cebfb84/resource/7ad2a6ab-d84b-4e25-847b-3b3fc37babdc/download/epd_snomed_202108.csv', 'last_modified': '2021-10-14T10:24:56.369337', 'position': 9, 'revision_id': 'd14513c3-fecc-4e88-b6a3-52b1896c5de1', 'resource_type': None}, {'cache_last_updated': None, 'package_id': '906115a6-4155-44be-8b81-f8e83cebfb84', 'datastore_active': 'true', 'id': '374ee7ac-fd8e-4c3f-b7a9-6ea27cc16d63', 'size': 6667974553, 'title': 'English Prescribing Dataset (EPD) with SNOMED code - Sep 2021', 'restricted': '{level: public}', 'encoding': 'utf8', 'state': 'active', 'sha256': '27fa196a9da7231483abd4d2db2b24d3629f50d872f88fc177c66ae07678d3f6', 'zip_url': 'https://storage.googleapis.com/dx-nhs-production/DATOPIAN_DATA/EPD_SNOMED_202109.ZIP', 'lfs_prefix': 'experimental-data-sets/english-prescribing-dataset-epd-with-snomed-code', 'schema': '{u\'fields\': [{u\'title\': u\'Year and Month as YYYYMM\',u\'description\': u\'Example: 201401\',u\'name\': u\'YEAR_MONTH\', u\'type\': u\'number\', u\'format\': u\'default\'},{u\'title\': u\'Regional Office Name\',u\'description\': u\'The name given to a geographical region by NHS England. Each region supports local systems to provide more joined up and care for patients.\',u\'name\': u\'REGIONAL_OFFICE_NAME\', u\'type\': u\'string\', u\'format\': u\'default\'},{u\'title\': u\'Regional Office Code\',u\'description\': u\'The unique code used to refer to a Regional Office.\',u\'name\': u\'REGIONAL_OFFICE_CODE\', u\'type\': u\'string\', u\'format\': u\'default\'},{u\'title\': u\'STP Name\',u\'description\': u\'The name given to a geographical area by NHS England that is a smaller division of a Region. STP stands for Sustainability and Transformation Partnership\',u\'name\': u\'STP_NAME\', u\'type\': u\'string\', u\'format\': u\'default\'},{u\'title\': u\'STP Code\',u\'description\': u\'The unique code used to refer to an STP. STP stands for Sustainability and Transformation Partnership.\',u\'name\': u\'STP_CODE\', u\'type\': u\'string\', u\'format\': u\'default\'},{u\'title\': u\'Primary Care Organisation Name\',u\'description\': u\'An NHS organisation that commissions or provides care services involving prescriptions that are dispensed in the community. For example: a Clinical Commissioning Group (CCG), an NHS Trust.\',u\'name\': u\'PCO_NAME\', u\'type\': u\'string\', u\'format\': u\'default\'},{u\'title\': u\'Primary Care Organisation Code\',u\'description\': u\'The unique code used to refer to a Primary Care Organisation.\',u\'name\': u\'PCO_CODE\', u\'type\': u\'string\', u\'format\': u\'default\'},{u\'title\': u\'Practice Name\',u\'description\': u\'The name of an organisation that employs one or more prescribers who issue prescriptions that may be dispensed in the community. For example:a GP Practice, an Out-of-Hours service, a hospital department within an NHS Trust.\',u\'name\': u\'PRACTICE_NAME\', u\'type\': u\'string\', u\'format\': u\'default\'},{u\'title\': u\'Practice Code\',u\'description\': u\'The unique code used to refer to a Practice.\',u\'name\': u\'PRACTICE_CODE\', u\'type\': u\'string\', u\'format\': u\'default\'},{u\'title\': u\'Address Field 1\',u\'description\': u\'The Address used by a Practice. This data is supplied by Primary Care Support England (PSCE), NHS England Area Teams or the Clinical Commissioning Group, whenever a new practice is opened or if a change of details is required.\',u\'name\': u\'ADDRESS_1\', u\'type\': u\'string\', u\'format\': u\'default\'},{u\'title\': u\'Address Field 2\',u\'description\': u\'The Address used by a Practice. This data is supplied by Primary Care Support England (PSCE), NHS England Area Teams or the Clinical Commissioning Group, whenever a new practice is opened or if a change of details is required.\',u\'name\': u\'ADDRESS_2\', u\'type\': u\'string\', u\'format\': u\'default\'},{u\'title\': u\'Address Field 3\',u\'description\': u\'The Address used by a Practice. This data is supplied by Primary Care Support England (PSCE), NHS England Area Teams or the Clinical Commissioning Group, whenever a new practice is opened or if a change of details is required.\',u\'name\': u\'ADDRESS_3\', u\'type\': u\'string\', u\'format\': u\'default\'},{u\'title\': u\'Address Field 4\',u\'description\': u\'The Address used by a Practice. This data is supplied by Primary Care Support England (PSCE), NHS England Area Teams or the Clinical Commissioning Group, whenever a new practice is opened or if a change of details is required.\',u\'name\': u\'ADDRESS_4\', u\'type\': u\'string\', u\'format\': u\'default\'},{u\'title\': u\'Post Code\',u\'description\': u\'The Address used by a Practice. This data is supplied by Primary Care Support England (PSCE), NHS England Area Teams or the Clinical Commissioning Group, whenever a new practice is opened or if a change of details is required.\',u\'name\': u\'POSTCODE\', u\'type\': u\'string\', u\'format\': u\'default\'},{u\'title\': u\'British National Formulary (BNF) Chemical Substance Code\',u\'description\': u\'A unique code used to refer to a BNF Chemical Substance.For example, 0501013B0\',u\'name\': u\'BNF_CHEMICAL_SUBSTANCE\', u\'type\': u\'string\', u\'format\': u\'default\'},{u\'title\': u\'British National Formulary (BNF) Chemical Substance Description\',u\'description\': u\'The name of the main active ingredient in a drug or the type of an appliance. Determined by the British National Formulatory (BNF) for drugs, or the NHS BSA for appliances. For example, Amoxicillin\',u\'name\': u\'CHEMICAL_SUBSTANCE_BNF_DESCR\', u\'type\': u\'string\', u\'format\': u\'default\'},{u\'title\': u\'British National Formulary (BNF) Code\',u\'description\': u\'The unique code used to refer to a BNF Presentation. For example, 0501013B0AAABAB\',u\'name\': u\'BNF_CODE\', u\'type\': u\'string\', u\'format\': u\'default\'},{u\'title\': u\'British National Formulary (BNF) Description\',u\'description\': u\'The name given to the specific type, strength, and formulation of a drug; or, the specific type of an appliance. For example, Amoxicillin 500mg capsules\',u\'name\': u\'BNF_DESCRIPTION\', u\'type\': u\'string\', u\'format\': u\'default\'},{u\'title\': u\'British National Formulary (BNF) Description\',u\'description\': u\'The name given to a British National Formulatory (BNF) Chapter that includes the prescribed product. Includes the numerical code used to refer to the chapter.For example, 05: Infections\',u\'name\': u\'BNF_CHAPTER_PLUS_CODE\', u\'type\': u\'string\', u\'format\': u\'default\'},{u\'title\': u\'Quantity\',u\'description\': u\'The quantity of a medicine, dressing or appliance for which an individual item was prescribed and dispensed, for each BNF Presentation. This represents a pseudo pack size, to illustrate the typical range of prescribed quantities of a given presentation. For example, a quantity of 28 for Amoxicillin 500mg capsules means that the pack size dispensed was 28 capsules.\',u\'name\': u\'QUANTITY\', u\'type\': u\'number\', u\'format\': u\'default\'},{u\'title\': u\'Items\',u\'description\': u\'The number of times a product appears on a prescription form. Prescription forms include both paper prescriptions and electronic messages.\',u\'name\': u\'ITEMS\', u\'type\': u\'number\', u\'format\': u\'default\'},{u\'title\': u\'Total Quantity\',u\'description\': u\'The total quantity of a drug or appliance that was prescribed.This is calculated by multiplying Quantity by Items. For example, if 2 items of Amoxicillin 500mg capsules with a quantity of 28 were prescribed, total quantity will be 56.\',u\'name\': u\'TOTAL_QUANTITY\', u\'type\': u\'number\', u\'format\': u\'default\'},{u\'title\': u\'Average Daily Quantity (ADQ)\',u\'description\': u\'Average Daily Quantity (ADQ) is the typical daily dose of a medication, prescribed to adult patients by GP Practices.This field shows the quantity prescribed multiplied by the strength, which is then divided by the Average Daily Quantity value.\',u\'name\': u\'ADQUSAGE\', u\'type\': u\'number\', u\'format\': u\'default\'},{u\'title\': u\'Net Ingredient Cost (NIC)\',u\'description\': u\'In GBP. The amount that would be paid using the basic price of the prescribed drug or appliance and the quantity prescribed.Sometimes called the "Net Ingredient Cost" (NIC).The basic price is given either in the Drug Tariff or is determined from prices published by manufacturers, wholesalers or suppliers. Basic price is set out in Parts 8 and 9 of the Drug Tariff. For any drugs or appliances not in Part 8, the price is usually taken from the manufacturer, wholesaler or supplier of the product.\',u\'name\': u\'NIC\', u\'type\': u\'number\', u\'format\': u\'default\'},{u\'title\': u\'Actual Cost\',u\'description\': u\'In GBP. The basic cost after adjustment for the national average discount and some payments to the dispenser.See notes for details of the calculation. The calculation is:Net Ingredient Cost - National Average Discount Percentage + (payment for consumables + out of pocket expenses + payment for containers)\',u\'name\': u\'ACTUAL_COST\', u\'type\': u\'number\', u\'format\': u\'default\'},{u\'title\': u\'Unidentified\',u\'description\': u\'This field shows data from prescription forms that could not be allocated to a Practice. Please see the guidance notes for a more detailed explanation of this field, and its uses.\',u\'name\': u\'UNIDENTIFIED\', u\'type\': u\'string\', u\'format\': u\'default\'},{u\'title\': u\'Presentation SNOMED code\',u\'description\': u\'A SNOMED CT (Systemised Nomenclature of Medicine Clinical Terms) is a clinical vocabulary readable by computers. The SNOMED code contained within the data is a unique identifier for each Medicinal Product (both VMP and AMP level). The identifier will not be re-used and or allocated to another presentation.\',u\'name\': u\'SNOMED_CODE\', u\'type\': u\'number\', u\'format\': u\'default\'}], u\'missingValues\': [u\'\']}', 'bq_table_name': 'EPD_SNOMED_202109', 'hash': '27fa196a9da7231483abd4d2db2b24d3629f50d872f88fc177c66ae07678d3f6', 'description': '', 'format': 'CSV', 'mimetype_inner': None, 'url_type': 'upload', 'mimetype': 'text/csv', 'cache_url': None, 'name': 'EPD_SNOMED_202109', 'created': '2021-11-12T11:41:56.358752', 'url': 'https://opendata.nhsbsa.net/dataset/906115a6-4155-44be-8b81-f8e83cebfb84/resource/374ee7ac-fd8e-4c3f-b7a9-6ea27cc16d63/download/epd_snomed_202109.csv', 'last_modified': '2021-11-12T11:41:56.147185', 'position': 10, 'revision_id': '0e86e82a-cb7c-4571-9b4b-af54f4b736c7', 'resource_type': None}, {'cache_last_updated': None, 'package_id': '906115a6-4155-44be-8b81-f8e83cebfb84', 'datastore_active': 'true', 'id': 'f4e1021f-5f23-46b7-8730-8c0d599a92a7', 'size': 6548753347, 'title': 'English Prescribing Dataset (EPD) with SNOMED code - Oct 2021', 'restricted': '{level: public}', 'encoding': 'utf8', 'state': 'active', 'sha256': 'ac1789e17c8d4eaf5099b82ed3750fa2e33ce8e58c4886eba7b83324757a67fb', 'zip_url': 'https://storage.googleapis.com/dx-nhs-production/DATOPIAN_DATA/EPD_SNOMED_202110.ZIP', 'lfs_prefix': 'experimental-data-sets/english-prescribing-dataset-epd-with-snomed-code', 'schema': '{u\'fields\': [{u\'title\': u\'Year and Month as YYYYMM\',u\'description\': u\'Example: 201401\',u\'name\': u\'YEAR_MONTH\', u\'type\': u\'number\', u\'format\': u\'default\'},{u\'title\': u\'Regional Office Name\',u\'description\': u\'The name given to a geographical region by NHS England. Each region supports local systems to provide more joined up and care for patients.\',u\'name\': u\'REGIONAL_OFFICE_NAME\', u\'type\': u\'string\', u\'format\': u\'default\'},{u\'title\': u\'Regional Office Code\',u\'description\': u\'The unique code used to refer to a Regional Office.\',u\'name\': u\'REGIONAL_OFFICE_CODE\', u\'type\': u\'string\', u\'format\': u\'default\'},{u\'title\': u\'STP Name\',u\'description\': u\'The name given to a geographical area by NHS England that is a smaller division of a Region. STP stands for Sustainability and Transformation Partnership\',u\'name\': u\'STP_NAME\', u\'type\': u\'string\', u\'format\': u\'default\'},{u\'title\': u\'STP Code\',u\'description\': u\'The unique code used to refer to an STP. STP stands for Sustainability and Transformation Partnership.\',u\'name\': u\'STP_CODE\', u\'type\': u\'string\', u\'format\': u\'default\'},{u\'title\': u\'Primary Care Organisation Name\',u\'description\': u\'An NHS organisation that commissions or provides care services involving prescriptions that are dispensed in the community. For example: a Clinical Commissioning Group (CCG), an NHS Trust.\',u\'name\': u\'PCO_NAME\', u\'type\': u\'string\', u\'format\': u\'default\'},{u\'title\': u\'Primary Care Organisation Code\',u\'description\': u\'The unique code used to refer to a Primary Care Organisation.\',u\'name\': u\'PCO_CODE\', u\'type\': u\'string\', u\'format\': u\'default\'},{u\'title\': u\'Practice Name\',u\'description\': u\'The name of an organisation that employs one or more prescribers who issue prescriptions that may be dispensed in the community. For example:a GP Practice, an Out-of-Hours service, a hospital department within an NHS Trust.\',u\'name\': u\'PRACTICE_NAME\', u\'type\': u\'string\', u\'format\': u\'default\'},{u\'title\': u\'Practice Code\',u\'description\': u\'The unique code used to refer to a Practice.\',u\'name\': u\'PRACTICE_CODE\', u\'type\': u\'string\', u\'format\': u\'default\'},{u\'title\': u\'Address Field 1\',u\'description\': u\'The Address used by a Practice. This data is supplied by Primary Care Support England (PSCE), NHS England Area Teams or the Clinical Commissioning Group, whenever a new practice is opened or if a change of details is required.\',u\'name\': u\'ADDRESS_1\', u\'type\': u\'string\', u\'format\': u\'default\'},{u\'title\': u\'Address Field 2\',u\'description\': u\'The Address used by a Practice. This data is supplied by Primary Care Support England (PSCE), NHS England Area Teams or the Clinical Commissioning Group, whenever a new practice is opened or if a change of details is required.\',u\'name\': u\'ADDRESS_2\', u\'type\': u\'string\', u\'format\': u\'default\'},{u\'title\': u\'Address Field 3\',u\'description\': u\'The Address used by a Practice. This data is supplied by Primary Care Support England (PSCE), NHS England Area Teams or the Clinical Commissioning Group, whenever a new practice is opened or if a change of details is required.\',u\'name\': u\'ADDRESS_3\', u\'type\': u\'string\', u\'format\': u\'default\'},{u\'title\': u\'Address Field 4\',u\'description\': u\'The Address used by a Practice. This data is supplied by Primary Care Support England (PSCE), NHS England Area Teams or the Clinical Commissioning Group, whenever a new practice is opened or if a change of details is required.\',u\'name\': u\'ADDRESS_4\', u\'type\': u\'string\', u\'format\': u\'default\'},{u\'title\': u\'Post Code\',u\'description\': u\'The Address used by a Practice. This data is supplied by Primary Care Support England (PSCE), NHS England Area Teams or the Clinical Commissioning Group, whenever a new practice is opened or if a change of details is required.\',u\'name\': u\'POSTCODE\', u\'type\': u\'string\', u\'format\': u\'default\'},{u\'title\': u\'British National Formulary (BNF) Chemical Substance Code\',u\'description\': u\'A unique code used to refer to a BNF Chemical Substance.For example, 0501013B0\',u\'name\': u\'BNF_CHEMICAL_SUBSTANCE\', u\'type\': u\'string\', u\'format\': u\'default\'},{u\'title\': u\'British National Formulary (BNF) Chemical Substance Description\',u\'description\': u\'The name of the main active ingredient in a drug or the type of an appliance. Determined by the British National Formulatory (BNF) for drugs, or the NHS BSA for appliances. For example, Amoxicillin\',u\'name\': u\'CHEMICAL_SUBSTANCE_BNF_DESCR\', u\'type\': u\'string\', u\'format\': u\'default\'},{u\'title\': u\'British National Formulary (BNF) Code\',u\'description\': u\'The unique code used to refer to a BNF Presentation. For example, 0501013B0AAABAB\',u\'name\': u\'BNF_CODE\', u\'type\': u\'string\', u\'format\': u\'default\'},{u\'title\': u\'British National Formulary (BNF) Description\',u\'description\': u\'The name given to the specific type, strength, and formulation of a drug; or, the specific type of an appliance. For example, Amoxicillin 500mg capsules\',u\'name\': u\'BNF_DESCRIPTION\', u\'type\': u\'string\', u\'format\': u\'default\'},{u\'title\': u\'British National Formulary (BNF) Description\',u\'description\': u\'The name given to a British National Formulatory (BNF) Chapter that includes the prescribed product. Includes the numerical code used to refer to the chapter.For example, 05: Infections\',u\'name\': u\'BNF_CHAPTER_PLUS_CODE\', u\'type\': u\'string\', u\'format\': u\'default\'},{u\'title\': u\'Quantity\',u\'description\': u\'The quantity of a medicine, dressing or appliance for which an individual item was prescribed and dispensed, for each BNF Presentation. This represents a pseudo pack size, to illustrate the typical range of prescribed quantities of a given presentation. For example, a quantity of 28 for Amoxicillin 500mg capsules means that the pack size dispensed was 28 capsules.\',u\'name\': u\'QUANTITY\', u\'type\': u\'number\', u\'format\': u\'default\'},{u\'title\': u\'Items\',u\'description\': u\'The number of times a product appears on a prescription form. Prescription forms include both paper prescriptions and electronic messages.\',u\'name\': u\'ITEMS\', u\'type\': u\'number\', u\'format\': u\'default\'},{u\'title\': u\'Total Quantity\',u\'description\': u\'The total quantity of a drug or appliance that was prescribed.This is calculated by multiplying Quantity by Items. For example, if 2 items of Amoxicillin 500mg capsules with a quantity of 28 were prescribed, total quantity will be 56.\',u\'name\': u\'TOTAL_QUANTITY\', u\'type\': u\'number\', u\'format\': u\'default\'},{u\'title\': u\'Average Daily Quantity (ADQ)\',u\'description\': u\'Average Daily Quantity (ADQ) is the typical daily dose of a medication, prescribed to adult patients by GP Practices.This field shows the quantity prescribed multiplied by the strength, which is then divided by the Average Daily Quantity value.\',u\'name\': u\'ADQUSAGE\', u\'type\': u\'number\', u\'format\': u\'default\'},{u\'title\': u\'Net Ingredient Cost (NIC)\',u\'description\': u\'In GBP. The amount that would be paid using the basic price of the prescribed drug or appliance and the quantity prescribed.Sometimes called the "Net Ingredient Cost" (NIC).The basic price is given either in the Drug Tariff or is determined from prices published by manufacturers, wholesalers or suppliers. Basic price is set out in Parts 8 and 9 of the Drug Tariff. For any drugs or appliances not in Part 8, the price is usually taken from the manufacturer, wholesaler or supplier of the product.\',u\'name\': u\'NIC\', u\'type\': u\'number\', u\'format\': u\'default\'},{u\'title\': u\'Actual Cost\',u\'description\': u\'In GBP. The basic cost after adjustment for the national average discount and some payments to the dispenser.See notes for details of the calculation. The calculation is:Net Ingredient Cost - National Average Discount Percentage + (payment for consumables + out of pocket expenses + payment for containers)\',u\'name\': u\'ACTUAL_COST\', u\'type\': u\'number\', u\'format\': u\'default\'},{u\'title\': u\'Unidentified\',u\'description\': u\'This field shows data from prescription forms that could not be allocated to a Practice. Please see the guidance notes for a more detailed explanation of this field, and its uses.\',u\'name\': u\'UNIDENTIFIED\', u\'type\': u\'string\', u\'format\': u\'default\'},{u\'title\': u\'Presentation SNOMED code\',u\'description\': u\'A SNOMED CT (Systemised Nomenclature of Medicine Clinical Terms) is a clinical vocabulary readable by computers. The SNOMED code contained within the data is a unique identifier for each Medicinal Product (both VMP and AMP level). The identifier will not be re-used and or allocated to another presentation.\',u\'name\': u\'SNOMED_CODE\', u\'type\': u\'number\', u\'format\': u\'default\'}], u\'missingValues\': [u\'\']}', 'bq_table_name': 'EPD_SNOMED_202110', 'hash': 'ac1789e17c8d4eaf5099b82ed3750fa2e33ce8e58c4886eba7b83324757a67fb', 'description': '', 'format': 'CSV', 'mimetype_inner': None, 'url_type': 'upload', 'mimetype': 'text/csv', 'cache_url': None, 'name': 'EPD_SNOMED_202110', 'created': '2022-01-13T10:37:15.745664', 'url': 'https://opendata.nhsbsa.net/dataset/906115a6-4155-44be-8b81-f8e83cebfb84/resource/f4e1021f-5f23-46b7-8730-8c0d599a92a7/download/epd_snomed_202110.csv', 'last_modified': '2022-01-13T10:37:15.603989', 'position': 11, 'revision_id': '18eb5ec9-d1b9-4ec7-859b-246024c4b914', 'resource_type': None}, {'cache_last_updated': None, 'package_id': '906115a6-4155-44be-8b81-f8e83cebfb84', 'datastore_active': 'true', 'id': '464082e8-03f0-4b81-80bb-7784cb6de2af', 'size': 6657921788, 'title': 'English Prescribing Dataset (EPD) with SNOMED code - Nov 2021', 'restricted': '{level: public}', 'encoding': 'utf8', 'state': 'active', 'sha256': '95b1a86107ddb501c31eb1fe2d6af5ca09178caf5db659286a99b1f8c4317927', 'zip_url': 'https://storage.googleapis.com/dx-nhs-production/DATOPIAN_DATA/EPD_SNOMED_202111.ZIP', 'lfs_prefix': 'experimental-data-sets/english-prescribing-dataset-epd-with-snomed-code', 'schema': '{u\'fields\': [{u\'title\': u\'Year and Month as YYYYMM\',u\'description\': u\'Example: 201401\',u\'name\': u\'YEAR_MONTH\', u\'type\': u\'number\', u\'format\': u\'default\'},{u\'title\': u\'Regional Office Name\',u\'description\': u\'The name given to a geographical region by NHS England. Each region supports local systems to provide more joined up and care for patients.\',u\'name\': u\'REGIONAL_OFFICE_NAME\', u\'type\': u\'string\', u\'format\': u\'default\'},{u\'title\': u\'Regional Office Code\',u\'description\': u\'The unique code used to refer to a Regional Office.\',u\'name\': u\'REGIONAL_OFFICE_CODE\', u\'type\': u\'string\', u\'format\': u\'default\'},{u\'title\': u\'STP Name\',u\'description\': u\'The name given to a geographical area by NHS England that is a smaller division of a Region. STP stands for Sustainability and Transformation Partnership\',u\'name\': u\'STP_NAME\', u\'type\': u\'string\', u\'format\': u\'default\'},{u\'title\': u\'STP Code\',u\'description\': u\'The unique code used to refer to an STP. STP stands for Sustainability and Transformation Partnership.\',u\'name\': u\'STP_CODE\', u\'type\': u\'string\', u\'format\': u\'default\'},{u\'title\': u\'Primary Care Organisation Name\',u\'description\': u\'An NHS organisation that commissions or provides care services involving prescriptions that are dispensed in the community. For example: a Clinical Commissioning Group (CCG), an NHS Trust.\',u\'name\': u\'PCO_NAME\', u\'type\': u\'string\', u\'format\': u\'default\'},{u\'title\': u\'Primary Care Organisation Code\',u\'description\': u\'The unique code used to refer to a Primary Care Organisation.\',u\'name\': u\'PCO_CODE\', u\'type\': u\'string\', u\'format\': u\'default\'},{u\'title\': u\'Practice Name\',u\'description\': u\'The name of an organisation that employs one or more prescribers who issue prescriptions that may be dispensed in the community. For example:a GP Practice, an Out-of-Hours service, a hospital department within an NHS Trust.\',u\'name\': u\'PRACTICE_NAME\', u\'type\': u\'string\', u\'format\': u\'default\'},{u\'title\': u\'Practice Code\',u\'description\': u\'The unique code used to refer to a Practice.\',u\'name\': u\'PRACTICE_CODE\', u\'type\': u\'string\', u\'format\': u\'default\'},{u\'title\': u\'Address Field 1\',u\'description\': u\'The Address used by a Practice. This data is supplied by Primary Care Support England (PSCE), NHS England Area Teams or the Clinical Commissioning Group, whenever a new practice is opened or if a change of details is required.\',u\'name\': u\'ADDRESS_1\', u\'type\': u\'string\', u\'format\': u\'default\'},{u\'title\': u\'Address Field 2\',u\'description\': u\'The Address used by a Practice. This data is supplied by Primary Care Support England (PSCE), NHS England Area Teams or the Clinical Commissioning Group, whenever a new practice is opened or if a change of details is required.\',u\'name\': u\'ADDRESS_2\', u\'type\': u\'string\', u\'format\': u\'default\'},{u\'title\': u\'Address Field 3\',u\'description\': u\'The Address used by a Practice. This data is supplied by Primary Care Support England (PSCE), NHS England Area Teams or the Clinical Commissioning Group, whenever a new practice is opened or if a change of details is required.\',u\'name\': u\'ADDRESS_3\', u\'type\': u\'string\', u\'format\': u\'default\'},{u\'title\': u\'Address Field 4\',u\'description\': u\'The Address used by a Practice. This data is supplied by Primary Care Support England (PSCE), NHS England Area Teams or the Clinical Commissioning Group, whenever a new practice is opened or if a change of details is required.\',u\'name\': u\'ADDRESS_4\', u\'type\': u\'string\', u\'format\': u\'default\'},{u\'title\': u\'Post Code\',u\'description\': u\'The Address used by a Practice. This data is supplied by Primary Care Support England (PSCE), NHS England Area Teams or the Clinical Commissioning Group, whenever a new practice is opened or if a change of details is required.\',u\'name\': u\'POSTCODE\', u\'type\': u\'string\', u\'format\': u\'default\'},{u\'title\': u\'British National Formulary (BNF) Chemical Substance Code\',u\'description\': u\'A unique code used to refer to a BNF Chemical Substance.For example, 0501013B0\',u\'name\': u\'BNF_CHEMICAL_SUBSTANCE\', u\'type\': u\'string\', u\'format\': u\'default\'},{u\'title\': u\'British National Formulary (BNF) Chemical Substance Description\',u\'description\': u\'The name of the main active ingredient in a drug or the type of an appliance. Determined by the British National Formulatory (BNF) for drugs, or the NHS BSA for appliances. For example, Amoxicillin\',u\'name\': u\'CHEMICAL_SUBSTANCE_BNF_DESCR\', u\'type\': u\'string\', u\'format\': u\'default\'},{u\'title\': u\'British National Formulary (BNF) Code\',u\'description\': u\'The unique code used to refer to a BNF Presentation. For example, 0501013B0AAABAB\',u\'name\': u\'BNF_CODE\', u\'type\': u\'string\', u\'format\': u\'default\'},{u\'title\': u\'British National Formulary (BNF) Description\',u\'description\': u\'The name given to the specific type, strength, and formulation of a drug; or, the specific type of an appliance. For example, Amoxicillin 500mg capsules\',u\'name\': u\'BNF_DESCRIPTION\', u\'type\': u\'string\', u\'format\': u\'default\'},{u\'title\': u\'British National Formulary (BNF) Description\',u\'description\': u\'The name given to a British National Formulatory (BNF) Chapter that includes the prescribed product. Includes the numerical code used to refer to the chapter.For example, 05: Infections\',u\'name\': u\'BNF_CHAPTER_PLUS_CODE\', u\'type\': u\'string\', u\'format\': u\'default\'},{u\'title\': u\'Quantity\',u\'description\': u\'The quantity of a medicine, dressing or appliance for which an individual item was prescribed and dispensed, for each BNF Presentation. This represents a pseudo pack size, to illustrate the typical range of prescribed quantities of a given presentation. For example, a quantity of 28 for Amoxicillin 500mg capsules means that the pack size dispensed was 28 capsules.\',u\'name\': u\'QUANTITY\', u\'type\': u\'number\', u\'format\': u\'default\'},{u\'title\': u\'Items\',u\'description\': u\'The number of times a product appears on a prescription form. Prescription forms include both paper prescriptions and electronic messages.\',u\'name\': u\'ITEMS\', u\'type\': u\'number\', u\'format\': u\'default\'},{u\'title\': u\'Total Quantity\',u\'description\': u\'The total quantity of a drug or appliance that was prescribed.This is calculated by multiplying Quantity by Items. For example, if 2 items of Amoxicillin 500mg capsules with a quantity of 28 were prescribed, total quantity will be 56.\',u\'name\': u\'TOTAL_QUANTITY\', u\'type\': u\'number\', u\'format\': u\'default\'},{u\'title\': u\'Average Daily Quantity (ADQ)\',u\'description\': u\'Average Daily Quantity (ADQ) is the typical daily dose of a medication, prescribed to adult patients by GP Practices.This field shows the quantity prescribed multiplied by the strength, which is then divided by the Average Daily Quantity value.\',u\'name\': u\'ADQUSAGE\', u\'type\': u\'number\', u\'format\': u\'default\'},{u\'title\': u\'Net Ingredient Cost (NIC)\',u\'description\': u\'In GBP. The amount that would be paid using the basic price of the prescribed drug or appliance and the quantity prescribed.Sometimes called the "Net Ingredient Cost" (NIC).The basic price is given either in the Drug Tariff or is determined from prices published by manufacturers, wholesalers or suppliers. Basic price is set out in Parts 8 and 9 of the Drug Tariff. For any drugs or appliances not in Part 8, the price is usually taken from the manufacturer, wholesaler or supplier of the product.\',u\'name\': u\'NIC\', u\'type\': u\'number\', u\'format\': u\'default\'},{u\'title\': u\'Actual Cost\',u\'description\': u\'In GBP. The basic cost after adjustment for the national average discount and some payments to the dispenser.See notes for details of the calculation. The calculation is:Net Ingredient Cost - National Average Discount Percentage + (payment for consumables + out of pocket expenses + payment for containers)\',u\'name\': u\'ACTUAL_COST\', u\'type\': u\'number\', u\'format\': u\'default\'},{u\'title\': u\'Unidentified\',u\'description\': u\'This field shows data from prescription forms that could not be allocated to a Practice. Please see the guidance notes for a more detailed explanation of this field, and its uses.\',u\'name\': u\'UNIDENTIFIED\', u\'type\': u\'string\', u\'format\': u\'default\'},{u\'title\': u\'Presentation SNOMED code\',u\'description\': u\'A SNOMED CT (Systemised Nomenclature of Medicine Clinical Terms) is a clinical vocabulary readable by computers. The SNOMED code contained within the data is a unique identifier for each Medicinal Product (both VMP and AMP level). The identifier will not be re-used and or allocated to another presentation.\',u\'name\': u\'SNOMED_CODE\', u\'type\': u\'number\', u\'format\': u\'default\'}], u\'missingValues\': [u\'\']}', 'bq_table_name': 'EPD_SNOMED_202111', 'hash': '95b1a86107ddb501c31eb1fe2d6af5ca09178caf5db659286a99b1f8c4317927', 'description': '', 'format': 'CSV', 'mimetype_inner': None, 'url_type': 'upload', 'mimetype': 'text/csv', 'cache_url': None, 'name': 'EPD_SNOMED_202111', 'created': '2022-01-17T19:49:36.418861', 'url': 'https://opendata.nhsbsa.net/dataset/906115a6-4155-44be-8b81-f8e83cebfb84/resource/464082e8-03f0-4b81-80bb-7784cb6de2af/download/epd_snomed_202111.csv', 'last_modified': '2022-01-17T19:49:35.941425', 'position': 12, 'revision_id': 'd0536ec3-c039-42d6-b149-5384f1588879', 'resource_type': None}, {'cache_last_updated': None, 'package_id': '906115a6-4155-44be-8b81-f8e83cebfb84', 'datastore_active': 'true', 'id': '5660d2a6-d1a9-41f6-8a4b-045c90f418c5', 'size': 6718701675, 'title': 'English Prescribing Dataset (EPD) with SNOMED code - Dec 2021', 'restricted': '{level: public}', 'encoding': 'utf8', 'state': 'active', 'sha256': '18697dfdbeb6c4147026f9829027e6fc4628b555bf225f96e988df3f7daae7b8', 'zip_url': 'https://storage.googleapis.com/dx-nhs-production/DATOPIAN_DATA/EPD_SNOMED_202112.ZIP', 'lfs_prefix': 'experimental-data-sets/english-prescribing-dataset-epd-with-snomed-code', 'schema': '{u\'fields\': [{u\'title\': u\'Year and Month as YYYYMM\',u\'description\': u\'Example: 201401\',u\'name\': u\'YEAR_MONTH\', u\'type\': u\'number\', u\'format\': u\'default\'},{u\'title\': u\'Regional Office Name\',u\'description\': u\'The name given to a geographical region by NHS England. Each region supports local systems to provide more joined up and care for patients.\',u\'name\': u\'REGIONAL_OFFICE_NAME\', u\'type\': u\'string\', u\'format\': u\'default\'},{u\'title\': u\'Regional Office Code\',u\'description\': u\'The unique code used to refer to a Regional Office.\',u\'name\': u\'REGIONAL_OFFICE_CODE\', u\'type\': u\'string\', u\'format\': u\'default\'},{u\'title\': u\'STP Name\',u\'description\': u\'The name given to a geographical area by NHS England that is a smaller division of a Region. STP stands for Sustainability and Transformation Partnership\',u\'name\': u\'STP_NAME\', u\'type\': u\'string\', u\'format\': u\'default\'},{u\'title\': u\'STP Code\',u\'description\': u\'The unique code used to refer to an STP. STP stands for Sustainability and Transformation Partnership.\',u\'name\': u\'STP_CODE\', u\'type\': u\'string\', u\'format\': u\'default\'},{u\'title\': u\'Primary Care Organisation Name\',u\'description\': u\'An NHS organisation that commissions or provides care services involving prescriptions that are dispensed in the community. For example: a Clinical Commissioning Group (CCG), an NHS Trust.\',u\'name\': u\'PCO_NAME\', u\'type\': u\'string\', u\'format\': u\'default\'},{u\'title\': u\'Primary Care Organisation Code\',u\'description\': u\'The unique code used to refer to a Primary Care Organisation.\',u\'name\': u\'PCO_CODE\', u\'type\': u\'string\', u\'format\': u\'default\'},{u\'title\': u\'Practice Name\',u\'description\': u\'The name of an organisation that employs one or more prescribers who issue prescriptions that may be dispensed in the community. For example:a GP Practice, an Out-of-Hours service, a hospital department within an NHS Trust.\',u\'name\': u\'PRACTICE_NAME\', u\'type\': u\'string\', u\'format\': u\'default\'},{u\'title\': u\'Practice Code\',u\'description\': u\'The unique code used to refer to a Practice.\',u\'name\': u\'PRACTICE_CODE\', u\'type\': u\'string\', u\'format\': u\'default\'},{u\'title\': u\'Address Field 1\',u\'description\': u\'The Address used by a Practice. This data is supplied by Primary Care Support England (PSCE), NHS England Area Teams or the Clinical Commissioning Group, whenever a new practice is opened or if a change of details is required.\',u\'name\': u\'ADDRESS_1\', u\'type\': u\'string\', u\'format\': u\'default\'},{u\'title\': u\'Address Field 2\',u\'description\': u\'The Address used by a Practice. This data is supplied by Primary Care Support England (PSCE), NHS England Area Teams or the Clinical Commissioning Group, whenever a new practice is opened or if a change of details is required.\',u\'name\': u\'ADDRESS_2\', u\'type\': u\'string\', u\'format\': u\'default\'},{u\'title\': u\'Address Field 3\',u\'description\': u\'The Address used by a Practice. This data is supplied by Primary Care Support England (PSCE), NHS England Area Teams or the Clinical Commissioning Group, whenever a new practice is opened or if a change of details is required.\',u\'name\': u\'ADDRESS_3\', u\'type\': u\'string\', u\'format\': u\'default\'},{u\'title\': u\'Address Field 4\',u\'description\': u\'The Address used by a Practice. This data is supplied by Primary Care Support England (PSCE), NHS England Area Teams or the Clinical Commissioning Group, whenever a new practice is opened or if a change of details is required.\',u\'name\': u\'ADDRESS_4\', u\'type\': u\'string\', u\'format\': u\'default\'},{u\'title\': u\'Post Code\',u\'description\': u\'The Address used by a Practice. This data is supplied by Primary Care Support England (PSCE), NHS England Area Teams or the Clinical Commissioning Group, whenever a new practice is opened or if a change of details is required.\',u\'name\': u\'POSTCODE\', u\'type\': u\'string\', u\'format\': u\'default\'},{u\'title\': u\'British National Formulary (BNF) Chemical Substance Code\',u\'description\': u\'A unique code used to refer to a BNF Chemical Substance.For example, 0501013B0\',u\'name\': u\'BNF_CHEMICAL_SUBSTANCE\', u\'type\': u\'string\', u\'format\': u\'default\'},{u\'title\': u\'British National Formulary (BNF) Chemical Substance Description\',u\'description\': u\'The name of the main active ingredient in a drug or the type of an appliance. Determined by the British National Formulatory (BNF) for drugs, or the NHS BSA for appliances. For example, Amoxicillin\',u\'name\': u\'CHEMICAL_SUBSTANCE_BNF_DESCR\', u\'type\': u\'string\', u\'format\': u\'default\'},{u\'title\': u\'British National Formulary (BNF) Code\',u\'description\': u\'The unique code used to refer to a BNF Presentation. For example, 0501013B0AAABAB\',u\'name\': u\'BNF_CODE\', u\'type\': u\'string\', u\'format\': u\'default\'},{u\'title\': u\'British National Formulary (BNF) Description\',u\'description\': u\'The name given to the specific type, strength, and formulation of a drug; or, the specific type of an appliance. For example, Amoxicillin 500mg capsules\',u\'name\': u\'BNF_DESCRIPTION\', u\'type\': u\'string\', u\'format\': u\'default\'},{u\'title\': u\'British National Formulary (BNF) Description\',u\'description\': u\'The name given to a British National Formulatory (BNF) Chapter that includes the prescribed product. Includes the numerical code used to refer to the chapter.For example, 05: Infections\',u\'name\': u\'BNF_CHAPTER_PLUS_CODE\', u\'type\': u\'string\', u\'format\': u\'default\'},{u\'title\': u\'Quantity\',u\'description\': u\'The quantity of a medicine, dressing or appliance for which an individual item was prescribed and dispensed, for each BNF Presentation. This represents a pseudo pack size, to illustrate the typical range of prescribed quantities of a given presentation. For example, a quantity of 28 for Amoxicillin 500mg capsules means that the pack size dispensed was 28 capsules.\',u\'name\': u\'QUANTITY\', u\'type\': u\'number\', u\'format\': u\'default\'},{u\'title\': u\'Items\',u\'description\': u\'The number of times a product appears on a prescription form. Prescription forms include both paper prescriptions and electronic messages.\',u\'name\': u\'ITEMS\', u\'type\': u\'number\', u\'format\': u\'default\'},{u\'title\': u\'Total Quantity\',u\'description\': u\'The total quantity of a drug or appliance that was prescribed.This is calculated by multiplying Quantity by Items. For example, if 2 items of Amoxicillin 500mg capsules with a quantity of 28 were prescribed, total quantity will be 56.\',u\'name\': u\'TOTAL_QUANTITY\', u\'type\': u\'number\', u\'format\': u\'default\'},{u\'title\': u\'Average Daily Quantity (ADQ)\',u\'description\': u\'Average Daily Quantity (ADQ) is the typical daily dose of a medication, prescribed to adult patients by GP Practices.This field shows the quantity prescribed multiplied by the strength, which is then divided by the Average Daily Quantity value.\',u\'name\': u\'ADQUSAGE\', u\'type\': u\'number\', u\'format\': u\'default\'},{u\'title\': u\'Net Ingredient Cost (NIC)\',u\'description\': u\'In GBP. The amount that would be paid using the basic price of the prescribed drug or appliance and the quantity prescribed.Sometimes called the "Net Ingredient Cost" (NIC).The basic price is given either in the Drug Tariff or is determined from prices published by manufacturers, wholesalers or suppliers. Basic price is set out in Parts 8 and 9 of the Drug Tariff. For any drugs or appliances not in Part 8, the price is usually taken from the manufacturer, wholesaler or supplier of the product.\',u\'name\': u\'NIC\', u\'type\': u\'number\', u\'format\': u\'default\'},{u\'title\': u\'Actual Cost\',u\'description\': u\'In GBP. The basic cost after adjustment for the national average discount and some payments to the dispenser.See notes for details of the calculation. The calculation is:Net Ingredient Cost - National Average Discount Percentage + (payment for consumables + out of pocket expenses + payment for containers)\',u\'name\': u\'ACTUAL_COST\', u\'type\': u\'number\', u\'format\': u\'default\'},{u\'title\': u\'Unidentified\',u\'description\': u\'This field shows data from prescription forms that could not be allocated to a Practice. Please see the guidance notes for a more detailed explanation of this field, and its uses.\',u\'name\': u\'UNIDENTIFIED\', u\'type\': u\'string\', u\'format\': u\'default\'},{u\'title\': u\'Presentation SNOMED code\',u\'description\': u\'A SNOMED CT (Systemised Nomenclature of Medicine Clinical Terms) is a clinical vocabulary readable by computers. The SNOMED code contained within the data is a unique identifier for each Medicinal Product (both VMP and AMP level). The identifier will not be re-used and or allocated to another presentation.\',u\'name\': u\'SNOMED_CODE\', u\'type\': u\'number\', u\'format\': u\'default\'}], u\'missingValues\': [u\'\']}', 'bq_table_name': 'EPD_SNOMED_202112', 'hash': '18697dfdbeb6c4147026f9829027e6fc4628b555bf225f96e988df3f7daae7b8', 'description': '', 'format': 'CSV', 'mimetype_inner': None, 'url_type': 'upload', 'mimetype': 'text/csv', 'cache_url': None, 'name': 'EPD_SNOMED_202112', 'created': '2022-02-15T19:00:14.276522', 'url': 'https://opendata.nhsbsa.net/dataset/906115a6-4155-44be-8b81-f8e83cebfb84/resource/5660d2a6-d1a9-41f6-8a4b-045c90f418c5/download/epd_snomed_202112.csv', 'last_modified': '2022-02-15T19:00:08.179964', 'position': 13, 'revision_id': 'f45c8b8f-bf7b-42f6-b0ca-18e1b4bceac2', 'resource_type': None}, {'cache_last_updated': None, 'package_id': '906115a6-4155-44be-8b81-f8e83cebfb84', 'datastore_active': 'true', 'id': 'e9a43f6c-0688-4396-8bdf-674427ebab06', 'size': 6616710149, 'title': 'English Prescribing Dataset (EPD) with SNOMED code - Jan 2022', 'restricted': '{level: public}', 'encoding': 'utf8', 'state': 'active', 'sha256': '65268101b5cc886c478455f21aca58cee2927019219972ce55136654b0b4e260', 'zip_url': 'https://storage.googleapis.com/dx-nhs-production/DATOPIAN_DATA/EPD_SNOMED_202201.ZIP', 'lfs_prefix': 'experimental-data-sets/english-prescribing-dataset-epd-with-snomed-code', 'schema': '{u\'fields\': [{u\'title\': u\'Year and Month as YYYYMM\',u\'description\': u\'Example: 201401\',u\'name\': u\'YEAR_MONTH\', u\'type\': u\'number\', u\'format\': u\'default\'},{u\'title\': u\'Regional Office Name\',u\'description\': u\'The name given to a geographical region by NHS England. Each region supports local systems to provide more joined up and care for patients.\',u\'name\': u\'REGIONAL_OFFICE_NAME\', u\'type\': u\'string\', u\'format\': u\'default\'},{u\'title\': u\'Regional Office Code\',u\'description\': u\'The unique code used to refer to a Regional Office.\',u\'name\': u\'REGIONAL_OFFICE_CODE\', u\'type\': u\'string\', u\'format\': u\'default\'},{u\'title\': u\'STP Name\',u\'description\': u\'The name given to a geographical area by NHS England that is a smaller division of a Region. STP stands for Sustainability and Transformation Partnership\',u\'name\': u\'STP_NAME\', u\'type\': u\'string\', u\'format\': u\'default\'},{u\'title\': u\'STP Code\',u\'description\': u\'The unique code used to refer to an STP. STP stands for Sustainability and Transformation Partnership.\',u\'name\': u\'STP_CODE\', u\'type\': u\'string\', u\'format\': u\'default\'},{u\'title\': u\'Primary Care Organisation Name\',u\'description\': u\'An NHS organisation that commissions or provides care services involving prescriptions that are dispensed in the community. For example: a Clinical Commissioning Group (CCG), an NHS Trust.\',u\'name\': u\'PCO_NAME\', u\'type\': u\'string\', u\'format\': u\'default\'},{u\'title\': u\'Primary Care Organisation Code\',u\'description\': u\'The unique code used to refer to a Primary Care Organisation.\',u\'name\': u\'PCO_CODE\', u\'type\': u\'string\', u\'format\': u\'default\'},{u\'title\': u\'Practice Name\',u\'description\': u\'The name of an organisation that employs one or more prescribers who issue prescriptions that may be dispensed in the community. For example:a GP Practice, an Out-of-Hours service, a hospital department within an NHS Trust.\',u\'name\': u\'PRACTICE_NAME\', u\'type\': u\'string\', u\'format\': u\'default\'},{u\'title\': u\'Practice Code\',u\'description\': u\'The unique code used to refer to a Practice.\',u\'name\': u\'PRACTICE_CODE\', u\'type\': u\'string\', u\'format\': u\'default\'},{u\'title\': u\'Address Field 1\',u\'description\': u\'The Address used by a Practice. This data is supplied by Primary Care Support England (PSCE), NHS England Area Teams or the Clinical Commissioning Group, whenever a new practice is opened or if a change of details is required.\',u\'name\': u\'ADDRESS_1\', u\'type\': u\'string\', u\'format\': u\'default\'},{u\'title\': u\'Address Field 2\',u\'description\': u\'The Address used by a Practice. This data is supplied by Primary Care Support England (PSCE), NHS England Area Teams or the Clinical Commissioning Group, whenever a new practice is opened or if a change of details is required.\',u\'name\': u\'ADDRESS_2\', u\'type\': u\'string\', u\'format\': u\'default\'},{u\'title\': u\'Address Field 3\',u\'description\': u\'The Address used by a Practice. This data is supplied by Primary Care Support England (PSCE), NHS England Area Teams or the Clinical Commissioning Group, whenever a new practice is opened or if a change of details is required.\',u\'name\': u\'ADDRESS_3\', u\'type\': u\'string\', u\'format\': u\'default\'},{u\'title\': u\'Address Field 4\',u\'description\': u\'The Address used by a Practice. This data is supplied by Primary Care Support England (PSCE), NHS England Area Teams or the Clinical Commissioning Group, whenever a new practice is opened or if a change of details is required.\',u\'name\': u\'ADDRESS_4\', u\'type\': u\'string\', u\'format\': u\'default\'},{u\'title\': u\'Post Code\',u\'description\': u\'The Address used by a Practice. This data is supplied by Primary Care Support England (PSCE), NHS England Area Teams or the Clinical Commissioning Group, whenever a new practice is opened or if a change of details is required.\',u\'name\': u\'POSTCODE\', u\'type\': u\'string\', u\'format\': u\'default\'},{u\'title\': u\'British National Formulary (BNF) Chemical Substance Code\',u\'description\': u\'A unique code used to refer to a BNF Chemical Substance.For example, 0501013B0\',u\'name\': u\'BNF_CHEMICAL_SUBSTANCE\', u\'type\': u\'string\', u\'format\': u\'default\'},{u\'title\': u\'British National Formulary (BNF) Chemical Substance Description\',u\'description\': u\'The name of the main active ingredient in a drug or the type of an appliance. Determined by the British National Formulatory (BNF) for drugs, or the NHS BSA for appliances. For example, Amoxicillin\',u\'name\': u\'CHEMICAL_SUBSTANCE_BNF_DESCR\', u\'type\': u\'string\', u\'format\': u\'default\'},{u\'title\': u\'British National Formulary (BNF) Code\',u\'description\': u\'The unique code used to refer to a BNF Presentation. For example, 0501013B0AAABAB\',u\'name\': u\'BNF_CODE\', u\'type\': u\'string\', u\'format\': u\'default\'},{u\'title\': u\'British National Formulary (BNF) Description\',u\'description\': u\'The name given to the specific type, strength, and formulation of a drug; or, the specific type of an appliance. For example, Amoxicillin 500mg capsules\',u\'name\': u\'BNF_DESCRIPTION\', u\'type\': u\'string\', u\'format\': u\'default\'},{u\'title\': u\'British National Formulary (BNF) Description\',u\'description\': u\'The name given to a British National Formulatory (BNF) Chapter that includes the prescribed product. Includes the numerical code used to refer to the chapter.For example, 05: Infections\',u\'name\': u\'BNF_CHAPTER_PLUS_CODE\', u\'type\': u\'string\', u\'format\': u\'default\'},{u\'title\': u\'Quantity\',u\'description\': u\'The quantity of a medicine, dressing or appliance for which an individual item was prescribed and dispensed, for each BNF Presentation. This represents a pseudo pack size, to illustrate the typical range of prescribed quantities of a given presentation. For example, a quantity of 28 for Amoxicillin 500mg capsules means that the pack size dispensed was 28 capsules.\',u\'name\': u\'QUANTITY\', u\'type\': u\'number\', u\'format\': u\'default\'},{u\'title\': u\'Items\',u\'description\': u\'The number of times a product appears on a prescription form. Prescription forms include both paper prescriptions and electronic messages.\',u\'name\': u\'ITEMS\', u\'type\': u\'number\', u\'format\': u\'default\'},{u\'title\': u\'Total Quantity\',u\'description\': u\'The total quantity of a drug or appliance that was prescribed.This is calculated by multiplying Quantity by Items. For example, if 2 items of Amoxicillin 500mg capsules with a quantity of 28 were prescribed, total quantity will be 56.\',u\'name\': u\'TOTAL_QUANTITY\', u\'type\': u\'number\', u\'format\': u\'default\'},{u\'title\': u\'Average Daily Quantity (ADQ)\',u\'description\': u\'Average Daily Quantity (ADQ) is the typical daily dose of a medication, prescribed to adult patients by GP Practices.This field shows the quantity prescribed multiplied by the strength, which is then divided by the Average Daily Quantity value.\',u\'name\': u\'ADQUSAGE\', u\'type\': u\'number\', u\'format\': u\'default\'},{u\'title\': u\'Net Ingredient Cost (NIC)\',u\'description\': u\'In GBP. The amount that would be paid using the basic price of the prescribed drug or appliance and the quantity prescribed.Sometimes called the "Net Ingredient Cost" (NIC).The basic price is given either in the Drug Tariff or is determined from prices published by manufacturers, wholesalers or suppliers. Basic price is set out in Parts 8 and 9 of the Drug Tariff. For any drugs or appliances not in Part 8, the price is usually taken from the manufacturer, wholesaler or supplier of the product.\',u\'name\': u\'NIC\', u\'type\': u\'number\', u\'format\': u\'default\'},{u\'title\': u\'Actual Cost\',u\'description\': u\'In GBP. The basic cost after adjustment for the national average discount and some payments to the dispenser.See notes for details of the calculation. The calculation is:Net Ingredient Cost - National Average Discount Percentage + (payment for consumables + out of pocket expenses + payment for containers)\',u\'name\': u\'ACTUAL_COST\', u\'type\': u\'number\', u\'format\': u\'default\'},{u\'title\': u\'Unidentified\',u\'description\': u\'This field shows data from prescription forms that could not be allocated to a Practice. Please see the guidance notes for a more detailed explanation of this field, and its uses.\',u\'name\': u\'UNIDENTIFIED\', u\'type\': u\'string\', u\'format\': u\'default\'},{u\'title\': u\'Presentation SNOMED code\',u\'description\': u\'A SNOMED CT (Systemised Nomenclature of Medicine Clinical Terms) is a clinical vocabulary readable by computers. The SNOMED code contained within the data is a unique identifier for each Medicinal Product (both VMP and AMP level). The identifier will not be re-used and or allocated to another presentation.\',u\'name\': u\'SNOMED_CODE\', u\'type\': u\'number\', u\'format\': u\'default\'}], u\'missingValues\': [u\'\']}', 'bq_table_name': 'EPD_SNOMED_202201', 'hash': '65268101b5cc886c478455f21aca58cee2927019219972ce55136654b0b4e260', 'description': '', 'format': 'CSV', 'mimetype_inner': None, 'url_type': 'upload', 'mimetype': 'text/csv', 'cache_url': None, 'name': 'EPD_SNOMED_202201', 'created': '2022-03-16T19:56:26.439745', 'url': 'https://opendata.nhsbsa.net/dataset/906115a6-4155-44be-8b81-f8e83cebfb84/resource/e9a43f6c-0688-4396-8bdf-674427ebab06/download/epd_snomed_202201.csv', 'last_modified': '2022-03-16T19:56:26.341404', 'position': 14, 'revision_id': '6453913e-c8f1-4161-9b17-31e7280c8e38', 'resource_type': None}, {'cache_last_updated': None, 'package_id': '906115a6-4155-44be-8b81-f8e83cebfb84', 'datastore_active': 'true', 'id': 'da65311d-06c0-4fac-af7b-43ee39ef2ba5', 'size': 6457464664, 'title': 'English Prescribing Dataset (EPD) with SNOMED code - Feb 2022', 'restricted': '{level: public}', 'encoding': 'utf8', 'state': 'active', 'sha256': '3609afe776e34068cd969c4bc510c6308b1dca1272614823586daf78eb666630', 'zip_url': 'https://storage.googleapis.com/dx-nhs-production/DATOPIAN_DATA/EPD_SNOMED_202202.ZIP', 'lfs_prefix': 'experimental-data-sets/english-prescribing-dataset-epd-with-snomed-code', 'schema': '{u\'fields\': [{u\'title\': u\'Year and Month as YYYYMM\',u\'description\': u\'Example: 201401\',u\'name\': u\'YEAR_MONTH\', u\'type\': u\'number\', u\'format\': u\'default\'},{u\'title\': u\'Regional Office Name\',u\'description\': u\'The name given to a geographical region by NHS England. Each region supports local systems to provide more joined up and care for patients.\',u\'name\': u\'REGIONAL_OFFICE_NAME\', u\'type\': u\'string\', u\'format\': u\'default\'},{u\'title\': u\'Regional Office Code\',u\'description\': u\'The unique code used to refer to a Regional Office.\',u\'name\': u\'REGIONAL_OFFICE_CODE\', u\'type\': u\'string\', u\'format\': u\'default\'},{u\'title\': u\'STP Name\',u\'description\': u\'The name given to a geographical area by NHS England that is a smaller division of a Region. STP stands for Sustainability and Transformation Partnership\',u\'name\': u\'STP_NAME\', u\'type\': u\'string\', u\'format\': u\'default\'},{u\'title\': u\'STP Code\',u\'description\': u\'The unique code used to refer to an STP. STP stands for Sustainability and Transformation Partnership.\',u\'name\': u\'STP_CODE\', u\'type\': u\'string\', u\'format\': u\'default\'},{u\'title\': u\'Primary Care Organisation Name\',u\'description\': u\'An NHS organisation that commissions or provides care services involving prescriptions that are dispensed in the community. For example: a Clinical Commissioning Group (CCG), an NHS Trust.\',u\'name\': u\'PCO_NAME\', u\'type\': u\'string\', u\'format\': u\'default\'},{u\'title\': u\'Primary Care Organisation Code\',u\'description\': u\'The unique code used to refer to a Primary Care Organisation.\',u\'name\': u\'PCO_CODE\', u\'type\': u\'string\', u\'format\': u\'default\'},{u\'title\': u\'Practice Name\',u\'description\': u\'The name of an organisation that employs one or more prescribers who issue prescriptions that may be dispensed in the community. For example:a GP Practice, an Out-of-Hours service, a hospital department within an NHS Trust.\',u\'name\': u\'PRACTICE_NAME\', u\'type\': u\'string\', u\'format\': u\'default\'},{u\'title\': u\'Practice Code\',u\'description\': u\'The unique code used to refer to a Practice.\',u\'name\': u\'PRACTICE_CODE\', u\'type\': u\'string\', u\'format\': u\'default\'},{u\'title\': u\'Address Field 1\',u\'description\': u\'The Address used by a Practice. This data is supplied by Primary Care Support England (PSCE), NHS England Area Teams or the Clinical Commissioning Group, whenever a new practice is opened or if a change of details is required.\',u\'name\': u\'ADDRESS_1\', u\'type\': u\'string\', u\'format\': u\'default\'},{u\'title\': u\'Address Field 2\',u\'description\': u\'The Address used by a Practice. This data is supplied by Primary Care Support England (PSCE), NHS England Area Teams or the Clinical Commissioning Group, whenever a new practice is opened or if a change of details is required.\',u\'name\': u\'ADDRESS_2\', u\'type\': u\'string\', u\'format\': u\'default\'},{u\'title\': u\'Address Field 3\',u\'description\': u\'The Address used by a Practice. This data is supplied by Primary Care Support England (PSCE), NHS England Area Teams or the Clinical Commissioning Group, whenever a new practice is opened or if a change of details is required.\',u\'name\': u\'ADDRESS_3\', u\'type\': u\'string\', u\'format\': u\'default\'},{u\'title\': u\'Address Field 4\',u\'description\': u\'The Address used by a Practice. This data is supplied by Primary Care Support England (PSCE), NHS England Area Teams or the Clinical Commissioning Group, whenever a new practice is opened or if a change of details is required.\',u\'name\': u\'ADDRESS_4\', u\'type\': u\'string\', u\'format\': u\'default\'},{u\'title\': u\'Post Code\',u\'description\': u\'The Address used by a Practice. This data is supplied by Primary Care Support England (PSCE), NHS England Area Teams or the Clinical Commissioning Group, whenever a new practice is opened or if a change of details is required.\',u\'name\': u\'POSTCODE\', u\'type\': u\'string\', u\'format\': u\'default\'},{u\'title\': u\'British National Formulary (BNF) Chemical Substance Code\',u\'description\': u\'A unique code used to refer to a BNF Chemical Substance.For example, 0501013B0\',u\'name\': u\'BNF_CHEMICAL_SUBSTANCE\', u\'type\': u\'string\', u\'format\': u\'default\'},{u\'title\': u\'British National Formulary (BNF) Chemical Substance Description\',u\'description\': u\'The name of the main active ingredient in a drug or the type of an appliance. Determined by the British National Formulatory (BNF) for drugs, or the NHS BSA for appliances. For example, Amoxicillin\',u\'name\': u\'CHEMICAL_SUBSTANCE_BNF_DESCR\', u\'type\': u\'string\', u\'format\': u\'default\'},{u\'title\': u\'British National Formulary (BNF) Code\',u\'description\': u\'The unique code used to refer to a BNF Presentation. For example, 0501013B0AAABAB\',u\'name\': u\'BNF_CODE\', u\'type\': u\'string\', u\'format\': u\'default\'},{u\'title\': u\'British National Formulary (BNF) Description\',u\'description\': u\'The name given to the specific type, strength, and formulation of a drug; or, the specific type of an appliance. For example, Amoxicillin 500mg capsules\',u\'name\': u\'BNF_DESCRIPTION\', u\'type\': u\'string\', u\'format\': u\'default\'},{u\'title\': u\'British National Formulary (BNF) Description\',u\'description\': u\'The name given to a British National Formulatory (BNF) Chapter that includes the prescribed product. Includes the numerical code used to refer to the chapter.For example, 05: Infections\',u\'name\': u\'BNF_CHAPTER_PLUS_CODE\', u\'type\': u\'string\', u\'format\': u\'default\'},{u\'title\': u\'Quantity\',u\'description\': u\'The quantity of a medicine, dressing or appliance for which an individual item was prescribed and dispensed, for each BNF Presentation. This represents a pseudo pack size, to illustrate the typical range of prescribed quantities of a given presentation. For example, a quantity of 28 for Amoxicillin 500mg capsules means that the pack size dispensed was 28 capsules.\',u\'name\': u\'QUANTITY\', u\'type\': u\'number\', u\'format\': u\'default\'},{u\'title\': u\'Items\',u\'description\': u\'The number of times a product appears on a prescription form. Prescription forms include both paper prescriptions and electronic messages.\',u\'name\': u\'ITEMS\', u\'type\': u\'number\', u\'format\': u\'default\'},{u\'title\': u\'Total Quantity\',u\'description\': u\'The total quantity of a drug or appliance that was prescribed.This is calculated by multiplying Quantity by Items. For example, if 2 items of Amoxicillin 500mg capsules with a quantity of 28 were prescribed, total quantity will be 56.\',u\'name\': u\'TOTAL_QUANTITY\', u\'type\': u\'number\', u\'format\': u\'default\'},{u\'title\': u\'Average Daily Quantity (ADQ)\',u\'description\': u\'Average Daily Quantity (ADQ) is the typical daily dose of a medication, prescribed to adult patients by GP Practices.This field shows the quantity prescribed multiplied by the strength, which is then divided by the Average Daily Quantity value.\',u\'name\': u\'ADQUSAGE\', u\'type\': u\'number\', u\'format\': u\'default\'},{u\'title\': u\'Net Ingredient Cost (NIC)\',u\'description\': u\'In GBP. The amount that would be paid using the basic price of the prescribed drug or appliance and the quantity prescribed.Sometimes called the "Net Ingredient Cost" (NIC).The basic price is given either in the Drug Tariff or is determined from prices published by manufacturers, wholesalers or suppliers. Basic price is set out in Parts 8 and 9 of the Drug Tariff. For any drugs or appliances not in Part 8, the price is usually taken from the manufacturer, wholesaler or supplier of the product.\',u\'name\': u\'NIC\', u\'type\': u\'number\', u\'format\': u\'default\'},{u\'title\': u\'Actual Cost\',u\'description\': u\'In GBP. The basic cost after adjustment for the national average discount and some payments to the dispenser.See notes for details of the calculation. The calculation is:Net Ingredient Cost - National Average Discount Percentage + (payment for consumables + out of pocket expenses + payment for containers)\',u\'name\': u\'ACTUAL_COST\', u\'type\': u\'number\', u\'format\': u\'default\'},{u\'title\': u\'Unidentified\',u\'description\': u\'This field shows data from prescription forms that could not be allocated to a Practice. Please see the guidance notes for a more detailed explanation of this field, and its uses.\',u\'name\': u\'UNIDENTIFIED\', u\'type\': u\'string\', u\'format\': u\'default\'},{u\'title\': u\'Presentation SNOMED code\',u\'description\': u\'A SNOMED CT (Systemised Nomenclature of Medicine Clinical Terms) is a clinical vocabulary readable by computers. The SNOMED code contained within the data is a unique identifier for each Medicinal Product (both VMP and AMP level). The identifier will not be re-used and or allocated to another presentation.\',u\'name\': u\'SNOMED_CODE\', u\'type\': u\'number\', u\'format\': u\'default\'}], u\'missingValues\': [u\'\']}', 'bq_table_name': 'EPD_SNOMED_202202', 'hash': '3609afe776e34068cd969c4bc510c6308b1dca1272614823586daf78eb666630', 'description': '', 'format': 'CSV', 'mimetype_inner': None, 'url_type': 'upload', 'mimetype': 'text/csv', 'cache_url': None, 'name': 'EPD_SNOMED_202202', 'created': '2022-04-22T09:55:23.425284', 'url': 'https://opendata.nhsbsa.net/dataset/906115a6-4155-44be-8b81-f8e83cebfb84/resource/da65311d-06c0-4fac-af7b-43ee39ef2ba5/download/epd_snomed_202202.csv', 'last_modified': '2022-04-22T09:55:23.255340', 'position': 15, 'revision_id': '8f6a232b-8fb4-409a-8d8e-af15f649703f', 'resource_type': None}, {'cache_last_updated': None, 'package_id': '906115a6-4155-44be-8b81-f8e83cebfb84', 'datastore_active': 'true', 'id': '48477a05-3ddb-42bd-bce7-d27e003360dd', 'size': 6816627421, 'title': 'English Prescribing Dataset (EPD) with SNOMED code - Mar 2022', 'restricted': '{level: public}', 'encoding': 'utf8', 'state': 'active', 'sha256': '3b55b5befd6a4e8e2417d7a4ba3c0dcf78e38d034f66922740805165bd11f9d4', 'zip_url': 'https://storage.googleapis.com/dx-nhs-production/DATOPIAN_DATA/EPD_SNOMED_202203.ZIP', 'lfs_prefix': 'experimental-data-sets/english-prescribing-dataset-epd-with-snomed-code', 'schema': '{u\'fields\': [{u\'title\': u\'Year and Month as YYYYMM\',u\'description\': u\'Example: 201401\',u\'name\': u\'YEAR_MONTH\', u\'type\': u\'number\', u\'format\': u\'default\'},{u\'title\': u\'Regional Office Name\',u\'description\': u\'The name given to a geographical region by NHS England. Each region supports local systems to provide more joined up and care for patients.\',u\'name\': u\'REGIONAL_OFFICE_NAME\', u\'type\': u\'string\', u\'format\': u\'default\'},{u\'title\': u\'Regional Office Code\',u\'description\': u\'The unique code used to refer to a Regional Office.\',u\'name\': u\'REGIONAL_OFFICE_CODE\', u\'type\': u\'string\', u\'format\': u\'default\'},{u\'title\': u\'STP Name\',u\'description\': u\'The name given to a geographical area by NHS England that is a smaller division of a Region. STP stands for Sustainability and Transformation Partnership\',u\'name\': u\'STP_NAME\', u\'type\': u\'string\', u\'format\': u\'default\'},{u\'title\': u\'STP Code\',u\'description\': u\'The unique code used to refer to an STP. STP stands for Sustainability and Transformation Partnership.\',u\'name\': u\'STP_CODE\', u\'type\': u\'string\', u\'format\': u\'default\'},{u\'title\': u\'Primary Care Organisation Name\',u\'description\': u\'An NHS organisation that commissions or provides care services involving prescriptions that are dispensed in the community. For example: a Clinical Commissioning Group (CCG), an NHS Trust.\',u\'name\': u\'PCO_NAME\', u\'type\': u\'string\', u\'format\': u\'default\'},{u\'title\': u\'Primary Care Organisation Code\',u\'description\': u\'The unique code used to refer to a Primary Care Organisation.\',u\'name\': u\'PCO_CODE\', u\'type\': u\'string\', u\'format\': u\'default\'},{u\'title\': u\'Practice Name\',u\'description\': u\'The name of an organisation that employs one or more prescribers who issue prescriptions that may be dispensed in the community. For example:a GP Practice, an Out-of-Hours service, a hospital department within an NHS Trust.\',u\'name\': u\'PRACTICE_NAME\', u\'type\': u\'string\', u\'format\': u\'default\'},{u\'title\': u\'Practice Code\',u\'description\': u\'The unique code used to refer to a Practice.\',u\'name\': u\'PRACTICE_CODE\', u\'type\': u\'string\', u\'format\': u\'default\'},{u\'title\': u\'Address Field 1\',u\'description\': u\'The Address used by a Practice. This data is supplied by Primary Care Support England (PSCE), NHS England Area Teams or the Clinical Commissioning Group, whenever a new practice is opened or if a change of details is required.\',u\'name\': u\'ADDRESS_1\', u\'type\': u\'string\', u\'format\': u\'default\'},{u\'title\': u\'Address Field 2\',u\'description\': u\'The Address used by a Practice. This data is supplied by Primary Care Support England (PSCE), NHS England Area Teams or the Clinical Commissioning Group, whenever a new practice is opened or if a change of details is required.\',u\'name\': u\'ADDRESS_2\', u\'type\': u\'string\', u\'format\': u\'default\'},{u\'title\': u\'Address Field 3\',u\'description\': u\'The Address used by a Practice. This data is supplied by Primary Care Support England (PSCE), NHS England Area Teams or the Clinical Commissioning Group, whenever a new practice is opened or if a change of details is required.\',u\'name\': u\'ADDRESS_3\', u\'type\': u\'string\', u\'format\': u\'default\'},{u\'title\': u\'Address Field 4\',u\'description\': u\'The Address used by a Practice. This data is supplied by Primary Care Support England (PSCE), NHS England Area Teams or the Clinical Commissioning Group, whenever a new practice is opened or if a change of details is required.\',u\'name\': u\'ADDRESS_4\', u\'type\': u\'string\', u\'format\': u\'default\'},{u\'title\': u\'Post Code\',u\'description\': u\'The Address used by a Practice. This data is supplied by Primary Care Support England (PSCE), NHS England Area Teams or the Clinical Commissioning Group, whenever a new practice is opened or if a change of details is required.\',u\'name\': u\'POSTCODE\', u\'type\': u\'string\', u\'format\': u\'default\'},{u\'title\': u\'British National Formulary (BNF) Chemical Substance Code\',u\'description\': u\'A unique code used to refer to a BNF Chemical Substance.For example, 0501013B0\',u\'name\': u\'BNF_CHEMICAL_SUBSTANCE\', u\'type\': u\'string\', u\'format\': u\'default\'},{u\'title\': u\'British National Formulary (BNF) Chemical Substance Description\',u\'description\': u\'The name of the main active ingredient in a drug or the type of an appliance. Determined by the British National Formulatory (BNF) for drugs, or the NHS BSA for appliances. For example, Amoxicillin\',u\'name\': u\'CHEMICAL_SUBSTANCE_BNF_DESCR\', u\'type\': u\'string\', u\'format\': u\'default\'},{u\'title\': u\'British National Formulary (BNF) Code\',u\'description\': u\'The unique code used to refer to a BNF Presentation. For example, 0501013B0AAABAB\',u\'name\': u\'BNF_CODE\', u\'type\': u\'string\', u\'format\': u\'default\'},{u\'title\': u\'British National Formulary (BNF) Description\',u\'description\': u\'The name given to the specific type, strength, and formulation of a drug; or, the specific type of an appliance. For example, Amoxicillin 500mg capsules\',u\'name\': u\'BNF_DESCRIPTION\', u\'type\': u\'string\', u\'format\': u\'default\'},{u\'title\': u\'British National Formulary (BNF) Description\',u\'description\': u\'The name given to a British National Formulatory (BNF) Chapter that includes the prescribed product. Includes the numerical code used to refer to the chapter.For example, 05: Infections\',u\'name\': u\'BNF_CHAPTER_PLUS_CODE\', u\'type\': u\'string\', u\'format\': u\'default\'},{u\'title\': u\'Quantity\',u\'description\': u\'The quantity of a medicine, dressing or appliance for which an individual item was prescribed and dispensed, for each BNF Presentation. This represents a pseudo pack size, to illustrate the typical range of prescribed quantities of a given presentation. For example, a quantity of 28 for Amoxicillin 500mg capsules means that the pack size dispensed was 28 capsules.\',u\'name\': u\'QUANTITY\', u\'type\': u\'number\', u\'format\': u\'default\'},{u\'title\': u\'Items\',u\'description\': u\'The number of times a product appears on a prescription form. Prescription forms include both paper prescriptions and electronic messages.\',u\'name\': u\'ITEMS\', u\'type\': u\'number\', u\'format\': u\'default\'},{u\'title\': u\'Total Quantity\',u\'description\': u\'The total quantity of a drug or appliance that was prescribed.This is calculated by multiplying Quantity by Items. For example, if 2 items of Amoxicillin 500mg capsules with a quantity of 28 were prescribed, total quantity will be 56.\',u\'name\': u\'TOTAL_QUANTITY\', u\'type\': u\'number\', u\'format\': u\'default\'},{u\'title\': u\'Average Daily Quantity (ADQ)\',u\'description\': u\'Average Daily Quantity (ADQ) is the typical daily dose of a medication, prescribed to adult patients by GP Practices.This field shows the quantity prescribed multiplied by the strength, which is then divided by the Average Daily Quantity value.\',u\'name\': u\'ADQUSAGE\', u\'type\': u\'number\', u\'format\': u\'default\'},{u\'title\': u\'Net Ingredient Cost (NIC)\',u\'description\': u\'In GBP. The amount that would be paid using the basic price of the prescribed drug or appliance and the quantity prescribed.Sometimes called the "Net Ingredient Cost" (NIC).The basic price is given either in the Drug Tariff or is determined from prices published by manufacturers, wholesalers or suppliers. Basic price is set out in Parts 8 and 9 of the Drug Tariff. For any drugs or appliances not in Part 8, the price is usually taken from the manufacturer, wholesaler or supplier of the product.\',u\'name\': u\'NIC\', u\'type\': u\'number\', u\'format\': u\'default\'},{u\'title\': u\'Actual Cost\',u\'description\': u\'In GBP. The basic cost after adjustment for the national average discount and some payments to the dispenser.See notes for details of the calculation. The calculation is:Net Ingredient Cost - National Average Discount Percentage + (payment for consumables + out of pocket expenses + payment for containers)\',u\'name\': u\'ACTUAL_COST\', u\'type\': u\'number\', u\'format\': u\'default\'},{u\'title\': u\'Unidentified\',u\'description\': u\'This field shows data from prescription forms that could not be allocated to a Practice. Please see the guidance notes for a more detailed explanation of this field, and its uses.\',u\'name\': u\'UNIDENTIFIED\', u\'type\': u\'string\', u\'format\': u\'default\'},{u\'title\': u\'Presentation SNOMED code\',u\'description\': u\'A SNOMED CT (Systemised Nomenclature of Medicine Clinical Terms) is a clinical vocabulary readable by computers. The SNOMED code contained within the data is a unique identifier for each Medicinal Product (both VMP and AMP level). The identifier will not be re-used and or allocated to another presentation.\',u\'name\': u\'SNOMED_CODE\', u\'type\': u\'number\', u\'format\': u\'default\'}], u\'missingValues\': [u\'\']}', 'bq_table_name': 'EPD_SNOMED_202203', 'hash': '3b55b5befd6a4e8e2417d7a4ba3c0dcf78e38d034f66922740805165bd11f9d4', 'description': '', 'format': 'CSV', 'mimetype_inner': None, 'url_type': 'upload', 'mimetype': 'text/csv', 'cache_url': None, 'name': 'EPD_SNOMED_202203', 'created': '2022-05-16T10:15:27.027907', 'url': 'https://opendata.nhsbsa.net/dataset/906115a6-4155-44be-8b81-f8e83cebfb84/resource/48477a05-3ddb-42bd-bce7-d27e003360dd/download/epd_snomed_202203.csv', 'last_modified': '2022-05-16T10:15:25.586809', 'position': 16, 'revision_id': '8376f973-ece2-46df-bc39-3e10f2966da1', 'resource_type': None}, {'cache_last_updated': None, 'package_id': '906115a6-4155-44be-8b81-f8e83cebfb84', 'datastore_active': 'true', 'id': '38f804d9-1953-40ec-b038-daf336666620', 'size': 6581043084, 'title': 'English Prescribing Dataset (EPD) with SNOMED code - Apr 2022', 'restricted': '{level: public}', 'encoding': 'utf8', 'state': 'active', 'sha256': '68d0951598dd8445ea795db49273f516ae3355cfa944d33f9f9c7b1bfa1e90f7', 'zip_url': 'https://storage.googleapis.com/dx-nhs-production/DATOPIAN_DATA/EPD_SNOMED_202204.ZIP', 'lfs_prefix': 'experimental-data-sets/english-prescribing-dataset-epd-with-snomed-code', 'schema': '{u\'fields\': [{u\'title\': u\'Year and Month as YYYYMM\',u\'description\': u\'Example: 201401\',u\'name\': u\'YEAR_MONTH\', u\'type\': u\'number\', u\'format\': u\'default\'},{u\'title\': u\'Regional Office Name\',u\'description\': u\'The name given to a geographical region by NHS England. Each region supports local systems to provide more joined up and care for patients.\',u\'name\': u\'REGIONAL_OFFICE_NAME\', u\'type\': u\'string\', u\'format\': u\'default\'},{u\'title\': u\'Regional Office Code\',u\'description\': u\'The unique code used to refer to a Regional Office.\',u\'name\': u\'REGIONAL_OFFICE_CODE\', u\'type\': u\'string\', u\'format\': u\'default\'},{u\'title\': u\'STP Name\',u\'description\': u\'The name given to a geographical area by NHS England that is a smaller division of a Region. STP stands for Sustainability and Transformation Partnership\',u\'name\': u\'STP_NAME\', u\'type\': u\'string\', u\'format\': u\'default\'},{u\'title\': u\'STP Code\',u\'description\': u\'The unique code used to refer to an STP. STP stands for Sustainability and Transformation Partnership.\',u\'name\': u\'STP_CODE\', u\'type\': u\'string\', u\'format\': u\'default\'},{u\'title\': u\'Primary Care Organisation Name\',u\'description\': u\'An NHS organisation that commissions or provides care services involving prescriptions that are dispensed in the community. For example: a Clinical Commissioning Group (CCG), an NHS Trust.\',u\'name\': u\'PCO_NAME\', u\'type\': u\'string\', u\'format\': u\'default\'},{u\'title\': u\'Primary Care Organisation Code\',u\'description\': u\'The unique code used to refer to a Primary Care Organisation.\',u\'name\': u\'PCO_CODE\', u\'type\': u\'string\', u\'format\': u\'default\'},{u\'title\': u\'Practice Name\',u\'description\': u\'The name of an organisation that employs one or more prescribers who issue prescriptions that may be dispensed in the community. For example:a GP Practice, an Out-of-Hours service, a hospital department within an NHS Trust.\',u\'name\': u\'PRACTICE_NAME\', u\'type\': u\'string\', u\'format\': u\'default\'},{u\'title\': u\'Practice Code\',u\'description\': u\'The unique code used to refer to a Practice.\',u\'name\': u\'PRACTICE_CODE\', u\'type\': u\'string\', u\'format\': u\'default\'},{u\'title\': u\'Address Field 1\',u\'description\': u\'The Address used by a Practice. This data is supplied by Primary Care Support England (PSCE), NHS England Area Teams or the Clinical Commissioning Group, whenever a new practice is opened or if a change of details is required.\',u\'name\': u\'ADDRESS_1\', u\'type\': u\'string\', u\'format\': u\'default\'},{u\'title\': u\'Address Field 2\',u\'description\': u\'The Address used by a Practice. This data is supplied by Primary Care Support England (PSCE), NHS England Area Teams or the Clinical Commissioning Group, whenever a new practice is opened or if a change of details is required.\',u\'name\': u\'ADDRESS_2\', u\'type\': u\'string\', u\'format\': u\'default\'},{u\'title\': u\'Address Field 3\',u\'description\': u\'The Address used by a Practice. This data is supplied by Primary Care Support England (PSCE), NHS England Area Teams or the Clinical Commissioning Group, whenever a new practice is opened or if a change of details is required.\',u\'name\': u\'ADDRESS_3\', u\'type\': u\'string\', u\'format\': u\'default\'},{u\'title\': u\'Address Field 4\',u\'description\': u\'The Address used by a Practice. This data is supplied by Primary Care Support England (PSCE), NHS England Area Teams or the Clinical Commissioning Group, whenever a new practice is opened or if a change of details is required.\',u\'name\': u\'ADDRESS_4\', u\'type\': u\'string\', u\'format\': u\'default\'},{u\'title\': u\'Post Code\',u\'description\': u\'The Address used by a Practice. This data is supplied by Primary Care Support England (PSCE), NHS England Area Teams or the Clinical Commissioning Group, whenever a new practice is opened or if a change of details is required.\',u\'name\': u\'POSTCODE\', u\'type\': u\'string\', u\'format\': u\'default\'},{u\'title\': u\'British National Formulary (BNF) Chemical Substance Code\',u\'description\': u\'A unique code used to refer to a BNF Chemical Substance.For example, 0501013B0\',u\'name\': u\'BNF_CHEMICAL_SUBSTANCE\', u\'type\': u\'string\', u\'format\': u\'default\'},{u\'title\': u\'British National Formulary (BNF) Chemical Substance Description\',u\'description\': u\'The name of the main active ingredient in a drug or the type of an appliance. Determined by the British National Formulatory (BNF) for drugs, or the NHS BSA for appliances. For example, Amoxicillin\',u\'name\': u\'CHEMICAL_SUBSTANCE_BNF_DESCR\', u\'type\': u\'string\', u\'format\': u\'default\'},{u\'title\': u\'British National Formulary (BNF) Code\',u\'description\': u\'The unique code used to refer to a BNF Presentation. For example, 0501013B0AAABAB\',u\'name\': u\'BNF_CODE\', u\'type\': u\'string\', u\'format\': u\'default\'},{u\'title\': u\'British National Formulary (BNF) Description\',u\'description\': u\'The name given to the specific type, strength, and formulation of a drug; or, the specific type of an appliance. For example, Amoxicillin 500mg capsules\',u\'name\': u\'BNF_DESCRIPTION\', u\'type\': u\'string\', u\'format\': u\'default\'},{u\'title\': u\'British National Formulary (BNF) Description\',u\'description\': u\'The name given to a British National Formulatory (BNF) Chapter that includes the prescribed product. Includes the numerical code used to refer to the chapter.For example, 05: Infections\',u\'name\': u\'BNF_CHAPTER_PLUS_CODE\', u\'type\': u\'string\', u\'format\': u\'default\'},{u\'title\': u\'Quantity\',u\'description\': u\'The quantity of a medicine, dressing or appliance for which an individual item was prescribed and dispensed, for each BNF Presentation. This represents a pseudo pack size, to illustrate the typical range of prescribed quantities of a given presentation. For example, a quantity of 28 for Amoxicillin 500mg capsules means that the pack size dispensed was 28 capsules.\',u\'name\': u\'QUANTITY\', u\'type\': u\'number\', u\'format\': u\'default\'},{u\'title\': u\'Items\',u\'description\': u\'The number of times a product appears on a prescription form. Prescription forms include both paper prescriptions and electronic messages.\',u\'name\': u\'ITEMS\', u\'type\': u\'number\', u\'format\': u\'default\'},{u\'title\': u\'Total Quantity\',u\'description\': u\'The total quantity of a drug or appliance that was prescribed.This is calculated by multiplying Quantity by Items. For example, if 2 items of Amoxicillin 500mg capsules with a quantity of 28 were prescribed, total quantity will be 56.\',u\'name\': u\'TOTAL_QUANTITY\', u\'type\': u\'number\', u\'format\': u\'default\'},{u\'title\': u\'Average Daily Quantity (ADQ)\',u\'description\': u\'Average Daily Quantity (ADQ) is the typical daily dose of a medication, prescribed to adult patients by GP Practices.This field shows the quantity prescribed multiplied by the strength, which is then divided by the Average Daily Quantity value.\',u\'name\': u\'ADQUSAGE\', u\'type\': u\'number\', u\'format\': u\'default\'},{u\'title\': u\'Net Ingredient Cost (NIC)\',u\'description\': u\'In GBP. The amount that would be paid using the basic price of the prescribed drug or appliance and the quantity prescribed.Sometimes called the "Net Ingredient Cost" (NIC).The basic price is given either in the Drug Tariff or is determined from prices published by manufacturers, wholesalers or suppliers. Basic price is set out in Parts 8 and 9 of the Drug Tariff. For any drugs or appliances not in Part 8, the price is usually taken from the manufacturer, wholesaler or supplier of the product.\',u\'name\': u\'NIC\', u\'type\': u\'number\', u\'format\': u\'default\'},{u\'title\': u\'Actual Cost\',u\'description\': u\'In GBP. The basic cost after adjustment for the national average discount and some payments to the dispenser.See notes for details of the calculation. The calculation is:Net Ingredient Cost - National Average Discount Percentage + (payment for consumables + out of pocket expenses + payment for containers)\',u\'name\': u\'ACTUAL_COST\', u\'type\': u\'number\', u\'format\': u\'default\'},{u\'title\': u\'Unidentified\',u\'description\': u\'This field shows data from prescription forms that could not be allocated to a Practice. Please see the guidance notes for a more detailed explanation of this field, and its uses.\',u\'name\': u\'UNIDENTIFIED\', u\'type\': u\'string\', u\'format\': u\'default\'},{u\'title\': u\'Presentation SNOMED code\',u\'description\': u\'A SNOMED CT (Systemised Nomenclature of Medicine Clinical Terms) is a clinical vocabulary readable by computers. The SNOMED code contained within the data is a unique identifier for each Medicinal Product (both VMP and AMP level). The identifier will not be re-used and or allocated to another presentation.\',u\'name\': u\'SNOMED_CODE\', u\'type\': u\'number\', u\'format\': u\'default\'}], u\'missingValues\': [u\'\']}', 'bq_table_name': 'EPD_SNOMED_202204', 'hash': '68d0951598dd8445ea795db49273f516ae3355cfa944d33f9f9c7b1bfa1e90f7', 'description': '', 'format': 'CSV', 'mimetype_inner': None, 'url_type': 'upload', 'mimetype': 'text/csv', 'cache_url': None, 'name': 'EPD_SNOMED_202204', 'created': '2022-06-20T09:44:23.618956', 'url': 'https://opendata.nhsbsa.net/dataset/906115a6-4155-44be-8b81-f8e83cebfb84/resource/38f804d9-1953-40ec-b038-daf336666620/download/epd_snomed_202204.csv', 'last_modified': '2022-06-20T09:44:23.484913', 'position': 17, 'revision_id': '2301354b-575a-4d5b-948a-34ab88c3e7bc', 'resource_type': None}, {'encoding': 'utf8', 'sample': '{}', 'package_id': '906115a6-4155-44be-8b81-f8e83cebfb84', 'datastore_active': 'true', 'id': '1b500501-dd5b-42f7-906a-e37ffe3e2900', 'size': 7136566442, 'title': 'English Prescribing Dataset (EPD) with SNOMED code - May 2022', 'restricted': '{level: public}', 'cache_last_updated': None, 'state': 'active', 'sha256': '3e7a8f38f2df0e131d5d79a48fa98f218821288052a0424e08df68dda7e49f98', 'zip_url': 'https://storage.googleapis.com/dx-nhs-production/DATOPIAN_DATA/EPD_SNOMED_202205.ZIP', 'lfs_prefix': 'experimental-data-sets/english-prescribing-dataset-epd-with-snomed-code', 'schema': '{u\'fields\': [{u\'title\': u\'Year and Month as YYYYMM\', u\'type\': u\'number\', u\'description\': u\'Example: 201401\', u\'name\': u\'YEAR_MONTH\', u\'format\': u\'default\'}, {u\'title\': u\'Regional Office Name\', u\'type\': u\'string\', u\'description\': u\'The name given to a geographical region by NHS England. Each region supports local systems to provide more joined up and care for patients.\', u\'name\': u\'REGIONAL_OFFICE_NAME\', u\'format\': u\'default\'}, {u\'title\': u\'Regional Office Code\', u\'type\': u\'string\', u\'description\': u\'The unique code used to refer to a Regional Office.\', u\'name\': u\'REGIONAL_OFFICE_CODE\', u\'format\': u\'default\'}, {u\'title\': u\'Integrated Care Board (ICB) Name\', u\'type\': u\'string\', u\'description\': u\'The name given to a geographical statutory organisation by NHS England that is a smaller division of a Region.\', u\'name\': u\'ICB_NAME\', u\'format\': u\'default\'}, {u\'title\': u\'Integrated Care Board (ICB) Code\', u\'type\': u\'string\', u\'description\': u\'The unique code used to refer to an ICB.\', u\'name\': u\'ICB_CODE\', u\'format\': u\'default\'}, {u\'title\': u\'Primary Care Organisation Name\', u\'type\': u\'string\', u\'description\': u\'An NHS organisation that commissions or provides care services involving prescriptions that are dispensed in the community. For example: a Sub Integrated Care Board Location (SICBL), an NHS Trust.\', u\'name\': u\'PCO_NAME\', u\'format\': u\'default\'}, {u\'title\': u\'Primary Care Organisation Code\', u\'type\': u\'string\', u\'description\': u\'The unique code used to refer to a Primary Care Organisation.\', u\'name\': u\'PCO_CODE\', u\'format\': u\'default\'}, {u\'title\': u\'Practice Name\', u\'type\': u\'string\', u\'description\': u\'The name of an organisation that employs one or more prescribers who issue prescriptions that may be dispensed in the community. For example:a GP Practice, an Out-of-Hours service, a hospital department within an NHS Trust.\', u\'name\': u\'PRACTICE_NAME\', u\'format\': u\'default\'}, {u\'title\': u\'Practice Code\', u\'type\': u\'string\', u\'description\': u\'The unique code used to refer to a Practice.\', u\'name\': u\'PRACTICE_CODE\', u\'format\': u\'default\'}, {u\'title\': u\'Address Field 1\', u\'type\': u\'string\', u\'description\': u\'The Address used by a Practice. This data is supplied by Primary Care Support England (PSCE), NHS England ICBs or the SICBL, whenever a new practice is opened or if a change of details is required.\', u\'name\': u\'ADDRESS_1\', u\'format\': u\'default\'}, {u\'title\': u\'Address Field 2\', u\'type\': u\'string\', u\'description\': u\'The Address used by a Practice. This data is supplied by Primary Care Support England (PSCE), NHS England ICBs or the SICBL, whenever a new practice is opened or if a change of details is required.\', u\'name\': u\'ADDRESS_2\', u\'format\': u\'default\'}, {u\'title\': u\'Address Field 3\', u\'type\': u\'string\', u\'description\': u\'The Address used by a Practice. This data is supplied by Primary Care Support England (PSCE), NHS England ICBs or the SICBL, whenever a new practice is opened or if a change of details is required.\', u\'name\': u\'ADDRESS_3\', u\'format\': u\'default\'}, {u\'title\': u\'Address Field 4\', u\'type\': u\'string\', u\'description\': u\'The Address used by a Practice. This data is supplied by Primary Care Support England (PSCE), NHS England ICBs or the SICBL, whenever a new practice is opened or if a change of details is required.\', u\'name\': u\'ADDRESS_4\', u\'format\': u\'default\'}, {u\'title\': u\'Post Code\', u\'type\': u\'string\', u\'description\': u\'The Address used by a Practice. This data is supplied by Primary Care Support England (PSCE), NHS England ICBs or the SICBL, whenever a new practice is opened or if a change of details is required.\', u\'name\': u\'POSTCODE\', u\'format\': u\'default\'}, {u\'title\': u\'British National Formulary (BNF) Chemical Substance Code\', u\'type\': u\'string\', u\'description\': u\'A unique code used to refer to a BNF Chemical Substance.For example, 0501013B0\', u\'name\': u\'BNF_CHEMICAL_SUBSTANCE\', u\'format\': u\'default\'}, {u\'title\': u\'British National Formulary (BNF) Chemical Substance Description\', u\'type\': u\'string\', u\'description\': u\'The name of the main active ingredient in a drug or the type of an appliance. Determined by the British National Formulatory (BNF) for drugs, or the NHS BSA for appliances. For example, Amoxicillin\', u\'name\': u\'CHEMICAL_SUBSTANCE_BNF_DESCR\', u\'format\': u\'default\'}, {u\'title\': u\'British National Formulary (BNF) Code\', u\'type\': u\'string\', u\'description\': u\'The unique code used to refer to a BNF Presentation. For example, 0501013B0AAABAB\', u\'name\': u\'BNF_CODE\', u\'format\': u\'default\'}, {u\'title\': u\'British National Formulary (BNF) Description\', u\'type\': u\'string\', u\'description\': u\'The name given to the specific type, strength, and formulation of a drug; or, the specific type of an appliance. For example, Amoxicillin 500mg capsules\', u\'name\': u\'BNF_DESCRIPTION\', u\'format\': u\'default\'}, {u\'title\': u\'British National Formulary (BNF) Description\', u\'type\': u\'string\', u\'description\': u\'The name given to a British National Formulatory (BNF) Chapter that includes the prescribed product. Includes the numerical code used to refer to the chapter.For example, 05: Infections\', u\'name\': u\'BNF_CHAPTER_PLUS_CODE\', u\'format\': u\'default\'}, {u\'title\': u\'Quantity\', u\'type\': u\'number\', u\'description\': u\'The quantity of a medicine, dressing or appliance for which an individual item was prescribed and dispensed, for each BNF Presentation. This represents a pseudo pack size, to illustrate the typical range of prescribed quantities of a given presentation. For example, a quantity of 28 for Amoxicillin 500mg capsules means that the pack size dispensed was 28 capsules.\', u\'name\': u\'QUANTITY\', u\'format\': u\'default\'}, {u\'title\': u\'Items\', u\'type\': u\'number\', u\'description\': u\'The number of times a product appears on a prescription form. Prescription forms include both paper prescriptions and electronic messages.\', u\'name\': u\'ITEMS\', u\'format\': u\'default\'}, {u\'title\': u\'Total Quantity\', u\'type\': u\'number\', u\'description\': u\'The total quantity of a drug or appliance that was prescribed.This is calculated by multiplying Quantity by Items. For example, if 2 items of Amoxicillin 500mg capsules with a quantity of 28 were prescribed, total quantity will be 56.\', u\'name\': u\'TOTAL_QUANTITY\', u\'format\': u\'default\'}, {u\'title\': u\'Average Daily Quantity (ADQ)\', u\'type\': u\'number\', u\'description\': u\'Average Daily Quantity (ADQ) is the typical daily dose of a medication, prescribed to adult patients by GP Practices.This field shows the quantity prescribed multiplied by the strength, which is then divided by the Average Daily Quantity value.\', u\'name\': u\'ADQUSAGE\', u\'format\': u\'default\'}, {u\'title\': u\'Net Ingredient Cost (NIC)\', u\'type\': u\'number\', u\'description\': u\'In GBP. The amount that would be paid using the basic price of the prescribed drug or appliance and the quantity prescribed.Sometimes called the "Net Ingredient Cost" (NIC).The basic price is given either in the Drug Tariff or is determined from prices published by manufacturers, wholesalers or suppliers. Basic price is set out in Parts 8 and 9 of the Drug Tariff. For any drugs or appliances not in Part 8, the price is usually taken from the manufacturer, wholesaler or supplier of the product.\', u\'name\': u\'NIC\', u\'format\': u\'default\'}, {u\'title\': u\'Actual Cost\', u\'type\': u\'number\', u\'description\': u\'In GBP. The basic cost after adjustment for the national average discount and some payments to the dispenser.See notes for details of the calculation. The calculation is:Net Ingredient Cost - National Average Discount Percentage + (payment for consumables + out of pocket expenses + payment for containers)\', u\'name\': u\'ACTUAL_COST\', u\'format\': u\'default\'}, {u\'title\': u\'Unidentified\', u\'type\': u\'string\', u\'description\': u\'This field shows data from prescription forms that could not be allocated to a Practice. Please see the guidance notes for a more detailed explanation of this field, and its uses.\', u\'name\': u\'UNIDENTIFIED\', u\'format\': u\'default\'}, {u\'title\': u\'Presentation SNOMED code\', u\'type\': u\'number\', u\'description\': u\'A SNOMED CT (Systemised Nomenclature of Medicine Clinical Terms) is a clinical vocabulary readable by computers. The SNOMED code contained within the data is a unique identifier for each Medicinal Product (both VMP and AMP level). The identifier will not be re-used and or allocated to another presentation.\', u\'name\': u\'SNOMED_CODE\', u\'format\': u\'default\'}], u\'missingValues\': [u\'\']}', 'bq_table_name': 'EPD_SNOMED_202205', 'hash': '3e7a8f38f2df0e131d5d79a48fa98f218821288052a0424e08df68dda7e49f98', 'description': '', 'format': 'CSV', 'mimetype_inner': None, 'url_type': 'upload', 'mimetype': 'text/csv', 'cache_url': None, 'name': 'EPD_SNOMED_202205', 'created': '2022-07-15T14:14:16.033045', 'url': 'https://opendata.nhsbsa.net/dataset/906115a6-4155-44be-8b81-f8e83cebfb84/resource/1b500501-dd5b-42f7-906a-e37ffe3e2900/download/epd_snomed_202205.csv', 'last_modified': '2022-07-15T14:14:15.943721', 'position': 18, 'revision_id': '47205ffc-71df-49fd-95a6-be74e8b2990a', 'resource_type': None}, {'cache_last_updated': None, 'package_id': '906115a6-4155-44be-8b81-f8e83cebfb84', 'datastore_active': 'true', 'id': '6e204297-9558-4f29-a9b0-faf40cd2479b', 'size': 7068457316, 'title': 'English Prescribing Dataset (EPD) with SNOMED code - Jun 2022', 'restricted': '{level: public}', 'encoding': 'utf8', 'state': 'active', 'sha256': '988256f47fbcb30ba40cca9fc9a76fa71f0fcd084899c661ce452c5f8ff73a6d', 'zip_url': 'https://storage.googleapis.com/dx-nhs-production/DATOPIAN_DATA/EPD_SNOMED_202206.ZIP', 'lfs_prefix': 'experimental-data-sets/english-prescribing-dataset-epd-with-snomed-code', 'schema': '{u\'fields\': [{u\'title\': u\'Year and Month as YYYYMM\',u\'description\': u\'Example: 201401\',u\'name\': u\'YEAR_MONTH\', u\'type\': u\'number\', u\'format\': u\'default\'},{u\'title\': u\'Regional Office Name\',u\'description\': u\'The name given to a geographical region by NHS England. Each region supports local systems to provide more joined up and care for patients.\',u\'name\': u\'REGIONAL_OFFICE_NAME\', u\'type\': u\'string\', u\'format\': u\'default\'},{u\'title\': u\'Regional Office Code\',u\'description\': u\'The unique code used to refer to a Regional Office.\',u\'name\': u\'REGIONAL_OFFICE_CODE\', u\'type\': u\'string\', u\'format\': u\'default\'},{u\'title\': u\'Integrated Care Board (ICB) Name\',u\'description\': u\'The name given to a geographical statutory organisation by NHS England that is a smaller division of a Region.\',u\'name\': u\'ICB_NAME\', u\'type\': u\'string\', u\'format\': u\'default\'},{u\'title\': u\'Integrated Care Board (ICB) Code\',u\'description\': u\'The unique code used to refer to an ICB.\',u\'name\': u\'ICB_CODE\', u\'type\': u\'string\', u\'format\': u\'default\'},{u\'title\': u\'Primary Care Organisation Name\',u\'description\': u\'An NHS organisation that commissions or provides care services involving prescriptions that are dispensed in the community. For example: a Sub Integrated Care Board Location (SICBL), an NHS Trust.\',u\'name\': u\'PCO_NAME\', u\'type\': u\'string\', u\'format\': u\'default\'},{u\'title\': u\'Primary Care Organisation Code\',u\'description\': u\'The unique code used to refer to a Primary Care Organisation.\',u\'name\': u\'PCO_CODE\', u\'type\': u\'string\', u\'format\': u\'default\'},{u\'title\': u\'Practice Name\',u\'description\': u\'The name of an organisation that employs one or more prescribers who issue prescriptions that may be dispensed in the community. For example:a GP Practice, an Out-of-Hours service, a hospital department within an NHS Trust.\',u\'name\': u\'PRACTICE_NAME\', u\'type\': u\'string\', u\'format\': u\'default\'},{u\'title\': u\'Practice Code\',u\'description\': u\'The unique code used to refer to a Practice.\',u\'name\': u\'PRACTICE_CODE\', u\'type\': u\'string\', u\'format\': u\'default\'},{u\'title\': u\'Address Field 1\',u\'description\': u\'The Address used by a Practice. This data is supplied by Primary Care Support England (PSCE), NHS England ICBs or the SICBL, whenever a new practice is opened or if a change of details is required.\',u\'name\': u\'ADDRESS_1\', u\'type\': u\'string\', u\'format\': u\'default\'},{u\'title\': u\'Address Field 2\',u\'description\': u\'The Address used by a Practice. This data is supplied by Primary Care Support England (PSCE), NHS England ICBs or the SICBL, whenever a new practice is opened or if a change of details is required.\',u\'name\': u\'ADDRESS_2\', u\'type\': u\'string\', u\'format\': u\'default\'},{u\'title\': u\'Address Field 3\',u\'description\': u\'The Address used by a Practice. This data is supplied by Primary Care Support England (PSCE), NHS England ICBs or the SICBL, whenever a new practice is opened or if a change of details is required.\',u\'name\': u\'ADDRESS_3\', u\'type\': u\'string\', u\'format\': u\'default\'},{u\'title\': u\'Address Field 4\',u\'description\': u\'The Address used by a Practice. This data is supplied by Primary Care Support England (PSCE), NHS England ICBs or the SICBL, whenever a new practice is opened or if a change of details is required.\',u\'name\': u\'ADDRESS_4\', u\'type\': u\'string\', u\'format\': u\'default\'},{u\'title\': u\'Post Code\',u\'description\': u\'The Address used by a Practice. This data is supplied by Primary Care Support England (PSCE), NHS England ICBs or the SICBL, whenever a new practice is opened or if a change of details is required.\',u\'name\': u\'POSTCODE\', u\'type\': u\'string\', u\'format\': u\'default\'},{u\'title\': u\'British National Formulary (BNF) Chemical Substance Code\',u\'description\': u\'A unique code used to refer to a BNF Chemical Substance.For example, 0501013B0\',u\'name\': u\'BNF_CHEMICAL_SUBSTANCE\', u\'type\': u\'string\', u\'format\': u\'default\'},{u\'title\': u\'British National Formulary (BNF) Chemical Substance Description\',u\'description\': u\'The name of the main active ingredient in a drug or the type of an appliance. Determined by the British National Formulatory (BNF) for drugs, or the NHS BSA for appliances. For example, Amoxicillin\',u\'name\': u\'CHEMICAL_SUBSTANCE_BNF_DESCR\', u\'type\': u\'string\', u\'format\': u\'default\'},{u\'title\': u\'British National Formulary (BNF) Code\',u\'description\': u\'The unique code used to refer to a BNF Presentation. For example, 0501013B0AAABAB\',u\'name\': u\'BNF_CODE\', u\'type\': u\'string\', u\'format\': u\'default\'},{u\'title\': u\'British National Formulary (BNF) Description\',u\'description\': u\'The name given to the specific type, strength, and formulation of a drug; or, the specific type of an appliance. For example, Amoxicillin 500mg capsules\',u\'name\': u\'BNF_DESCRIPTION\', u\'type\': u\'string\', u\'format\': u\'default\'},{u\'title\': u\'British National Formulary (BNF) Description\',u\'description\': u\'The name given to a British National Formulatory (BNF) Chapter that includes the prescribed product. Includes the numerical code used to refer to the chapter.For example, 05: Infections\',u\'name\': u\'BNF_CHAPTER_PLUS_CODE\', u\'type\': u\'string\', u\'format\': u\'default\'},{u\'title\': u\'Quantity\',u\'description\': u\'The quantity of a medicine, dressing or appliance for which an individual item was prescribed and dispensed, for each BNF Presentation. This represents a pseudo pack size, to illustrate the typical range of prescribed quantities of a given presentation. For example, a quantity of 28 for Amoxicillin 500mg capsules means that the pack size dispensed was 28 capsules.\',u\'name\': u\'QUANTITY\', u\'type\': u\'number\', u\'format\': u\'default\'},{u\'title\': u\'Items\',u\'description\': u\'The number of times a product appears on a prescription form. Prescription forms include both paper prescriptions and electronic messages.\',u\'name\': u\'ITEMS\', u\'type\': u\'number\', u\'format\': u\'default\'},{u\'title\': u\'Total Quantity\',u\'description\': u\'The total quantity of a drug or appliance that was prescribed.This is calculated by multiplying Quantity by Items. For example, if 2 items of Amoxicillin 500mg capsules with a quantity of 28 were prescribed, total quantity will be 56.\',u\'name\': u\'TOTAL_QUANTITY\', u\'type\': u\'number\', u\'format\': u\'default\'},{u\'title\': u\'Average Daily Quantity (ADQ)\',u\'description\': u\'Average Daily Quantity (ADQ) is the typical daily dose of a medication, prescribed to adult patients by GP Practices.This field shows the quantity prescribed multiplied by the strength, which is then divided by the Average Daily Quantity value.\',u\'name\': u\'ADQUSAGE\', u\'type\': u\'number\', u\'format\': u\'default\'},{u\'title\': u\'Net Ingredient Cost (NIC)\',u\'description\': u\'In GBP. The amount that would be paid using the basic price of the prescribed drug or appliance and the quantity prescribed.Sometimes called the "Net Ingredient Cost" (NIC).The basic price is given either in the Drug Tariff or is determined from prices published by manufacturers, wholesalers or suppliers. Basic price is set out in Parts 8 and 9 of the Drug Tariff. For any drugs or appliances not in Part 8, the price is usually taken from the manufacturer, wholesaler or supplier of the product.\',u\'name\': u\'NIC\', u\'type\': u\'number\', u\'format\': u\'default\'},{u\'title\': u\'Actual Cost\',u\'description\': u\'In GBP. The basic cost after adjustment for the national average discount and some payments to the dispenser.See notes for details of the calculation. The calculation is:Net Ingredient Cost - National Average Discount Percentage + (payment for consumables + out of pocket expenses + payment for containers)\',u\'name\': u\'ACTUAL_COST\', u\'type\': u\'number\', u\'format\': u\'default\'},{u\'title\': u\'Unidentified\',u\'description\': u\'This field shows data from prescription forms that could not be allocated to a Practice. Please see the guidance notes for a more detailed explanation of this field, and its uses.\',u\'name\': u\'UNIDENTIFIED\', u\'type\': u\'string\', u\'format\': u\'default\'},{u\'title\': u\'Presentation SNOMED code\',u\'description\': u\'A SNOMED CT (Systemised Nomenclature of Medicine Clinical Terms) is a clinical vocabulary readable by computers. The SNOMED code contained within the data is a unique identifier for each Medicinal Product (both VMP and AMP level). The identifier will not be re-used and or allocated to another presentation.\',u\'name\': u\'SNOMED_CODE\', u\'type\': u\'number\', u\'format\': u\'default\'}], u\'missingValues\': [u\'\']}', 'bq_table_name': 'EPD_SNOMED_202206', 'hash': '988256f47fbcb30ba40cca9fc9a76fa71f0fcd084899c661ce452c5f8ff73a6d', 'description': '', 'format': 'CSV', 'mimetype_inner': None, 'url_type': 'upload', 'mimetype': 'text/csv', 'cache_url': None, 'name': 'EPD_SNOMED_202206', 'created': '2022-08-19T16:37:57.586131', 'url': 'https://opendata.nhsbsa.net/dataset/906115a6-4155-44be-8b81-f8e83cebfb84/resource/6e204297-9558-4f29-a9b0-faf40cd2479b/download/epd_snomed_202206.csv', 'last_modified': '2022-08-19T16:37:57.440662', 'position': 19, 'revision_id': 'd8a6225c-2746-4ee0-99eb-e2055b0bb333', 'resource_type': None}, {'cache_last_updated': None, 'package_id': '906115a6-4155-44be-8b81-f8e83cebfb84', 'datastore_active': 'true', 'id': '0f744cfe-c905-4a7f-834c-679bdc9c1021', 'size': 7068895191, 'title': 'English Prescribing Dataset (EPD) with SNOMED code - Jul 2022', 'restricted': '{level: public}', 'encoding': 'utf8', 'state': 'active', 'sha256': '27a33a2e3cc397122b531c8ac39597c37f2870acd36ad1b760b06bae2ac7419b', 'zip_url': 'https://storage.googleapis.com/dx-nhs-production/DATOPIAN_DATA/EPD_SNOMED_202207.ZIP', 'lfs_prefix': 'experimental-data-sets/english-prescribing-dataset-epd-with-snomed-code', 'schema': '{u\'fields\': [{u\'title\': u\'Year and Month as YYYYMM\',u\'description\': u\'Example: 201401\',u\'name\': u\'YEAR_MONTH\', u\'type\': u\'number\', u\'format\': u\'default\'},{u\'title\': u\'Regional Office Name\',u\'description\': u\'The name given to a geographical region by NHS England. Each region supports local systems to provide more joined up and care for patients.\',u\'name\': u\'REGIONAL_OFFICE_NAME\', u\'type\': u\'string\', u\'format\': u\'default\'},{u\'title\': u\'Regional Office Code\',u\'description\': u\'The unique code used to refer to a Regional Office.\',u\'name\': u\'REGIONAL_OFFICE_CODE\', u\'type\': u\'string\', u\'format\': u\'default\'},{u\'title\': u\'Integrated Care Board (ICB) Name\',u\'description\': u\'The name given to a geographical statutory organisation by NHS England that is a smaller division of a Region.\',u\'name\': u\'ICB_NAME\', u\'type\': u\'string\', u\'format\': u\'default\'},{u\'title\': u\'Integrated Care Board (ICB) Code\',u\'description\': u\'The unique code used to refer to an ICB.\',u\'name\': u\'ICB_CODE\', u\'type\': u\'string\', u\'format\': u\'default\'},{u\'title\': u\'Primary Care Organisation Name\',u\'description\': u\'An NHS organisation that commissions or provides care services involving prescriptions that are dispensed in the community. For example: a Sub Integrated Care Board Location (SICBL), an NHS Trust.\',u\'name\': u\'PCO_NAME\', u\'type\': u\'string\', u\'format\': u\'default\'},{u\'title\': u\'Primary Care Organisation Code\',u\'description\': u\'The unique code used to refer to a Primary Care Organisation.\',u\'name\': u\'PCO_CODE\', u\'type\': u\'string\', u\'format\': u\'default\'},{u\'title\': u\'Practice Name\',u\'description\': u\'The name of an organisation that employs one or more prescribers who issue prescriptions that may be dispensed in the community. For example:a GP Practice, an Out-of-Hours service, a hospital department within an NHS Trust.\',u\'name\': u\'PRACTICE_NAME\', u\'type\': u\'string\', u\'format\': u\'default\'},{u\'title\': u\'Practice Code\',u\'description\': u\'The unique code used to refer to a Practice.\',u\'name\': u\'PRACTICE_CODE\', u\'type\': u\'string\', u\'format\': u\'default\'},{u\'title\': u\'Address Field 1\',u\'description\': u\'The Address used by a Practice. This data is supplied by Primary Care Support England (PSCE), NHS England ICBs or the SICBL, whenever a new practice is opened or if a change of details is required.\',u\'name\': u\'ADDRESS_1\', u\'type\': u\'string\', u\'format\': u\'default\'},{u\'title\': u\'Address Field 2\',u\'description\': u\'The Address used by a Practice. This data is supplied by Primary Care Support England (PSCE), NHS England ICBs or the SICBL, whenever a new practice is opened or if a change of details is required.\',u\'name\': u\'ADDRESS_2\', u\'type\': u\'string\', u\'format\': u\'default\'},{u\'title\': u\'Address Field 3\',u\'description\': u\'The Address used by a Practice. This data is supplied by Primary Care Support England (PSCE), NHS England ICBs or the SICBL, whenever a new practice is opened or if a change of details is required.\',u\'name\': u\'ADDRESS_3\', u\'type\': u\'string\', u\'format\': u\'default\'},{u\'title\': u\'Address Field 4\',u\'description\': u\'The Address used by a Practice. This data is supplied by Primary Care Support England (PSCE), NHS England ICBs or the SICBL, whenever a new practice is opened or if a change of details is required.\',u\'name\': u\'ADDRESS_4\', u\'type\': u\'string\', u\'format\': u\'default\'},{u\'title\': u\'Post Code\',u\'description\': u\'The Address used by a Practice. This data is supplied by Primary Care Support England (PSCE), NHS England ICBs or the SICBL, whenever a new practice is opened or if a change of details is required.\',u\'name\': u\'POSTCODE\', u\'type\': u\'string\', u\'format\': u\'default\'},{u\'title\': u\'British National Formulary (BNF) Chemical Substance Code\',u\'description\': u\'A unique code used to refer to a BNF Chemical Substance.For example, 0501013B0\',u\'name\': u\'BNF_CHEMICAL_SUBSTANCE\', u\'type\': u\'string\', u\'format\': u\'default\'},{u\'title\': u\'British National Formulary (BNF) Chemical Substance Description\',u\'description\': u\'The name of the main active ingredient in a drug or the type of an appliance. Determined by the British National Formulatory (BNF) for drugs, or the NHS BSA for appliances. For example, Amoxicillin\',u\'name\': u\'CHEMICAL_SUBSTANCE_BNF_DESCR\', u\'type\': u\'string\', u\'format\': u\'default\'},{u\'title\': u\'British National Formulary (BNF) Code\',u\'description\': u\'The unique code used to refer to a BNF Presentation. For example, 0501013B0AAABAB\',u\'name\': u\'BNF_CODE\', u\'type\': u\'string\', u\'format\': u\'default\'},{u\'title\': u\'British National Formulary (BNF) Description\',u\'description\': u\'The name given to the specific type, strength, and formulation of a drug; or, the specific type of an appliance. For example, Amoxicillin 500mg capsules\',u\'name\': u\'BNF_DESCRIPTION\', u\'type\': u\'string\', u\'format\': u\'default\'},{u\'title\': u\'British National Formulary (BNF) Description\',u\'description\': u\'The name given to a British National Formulatory (BNF) Chapter that includes the prescribed product. Includes the numerical code used to refer to the chapter.For example, 05: Infections\',u\'name\': u\'BNF_CHAPTER_PLUS_CODE\', u\'type\': u\'string\', u\'format\': u\'default\'},{u\'title\': u\'Quantity\',u\'description\': u\'The quantity of a medicine, dressing or appliance for which an individual item was prescribed and dispensed, for each BNF Presentation. This represents a pseudo pack size, to illustrate the typical range of prescribed quantities of a given presentation. For example, a quantity of 28 for Amoxicillin 500mg capsules means that the pack size dispensed was 28 capsules.\',u\'name\': u\'QUANTITY\', u\'type\': u\'number\', u\'format\': u\'default\'},{u\'title\': u\'Items\',u\'description\': u\'The number of times a product appears on a prescription form. Prescription forms include both paper prescriptions and electronic messages.\',u\'name\': u\'ITEMS\', u\'type\': u\'number\', u\'format\': u\'default\'},{u\'title\': u\'Total Quantity\',u\'description\': u\'The total quantity of a drug or appliance that was prescribed.This is calculated by multiplying Quantity by Items. For example, if 2 items of Amoxicillin 500mg capsules with a quantity of 28 were prescribed, total quantity will be 56.\',u\'name\': u\'TOTAL_QUANTITY\', u\'type\': u\'number\', u\'format\': u\'default\'},{u\'title\': u\'Average Daily Quantity (ADQ)\',u\'description\': u\'Average Daily Quantity (ADQ) is the typical daily dose of a medication, prescribed to adult patients by GP Practices.This field shows the quantity prescribed multiplied by the strength, which is then divided by the Average Daily Quantity value.\',u\'name\': u\'ADQUSAGE\', u\'type\': u\'number\', u\'format\': u\'default\'},{u\'title\': u\'Net Ingredient Cost (NIC)\',u\'description\': u\'In GBP. The amount that would be paid using the basic price of the prescribed drug or appliance and the quantity prescribed.Sometimes called the "Net Ingredient Cost" (NIC).The basic price is given either in the Drug Tariff or is determined from prices published by manufacturers, wholesalers or suppliers. Basic price is set out in Parts 8 and 9 of the Drug Tariff. For any drugs or appliances not in Part 8, the price is usually taken from the manufacturer, wholesaler or supplier of the product.\',u\'name\': u\'NIC\', u\'type\': u\'number\', u\'format\': u\'default\'},{u\'title\': u\'Actual Cost\',u\'description\': u\'In GBP. The basic cost after adjustment for the national average discount and some payments to the dispenser.See notes for details of the calculation. The calculation is:Net Ingredient Cost - National Average Discount Percentage + (payment for consumables + out of pocket expenses + payment for containers)\',u\'name\': u\'ACTUAL_COST\', u\'type\': u\'number\', u\'format\': u\'default\'},{u\'title\': u\'Unidentified\',u\'description\': u\'This field shows data from prescription forms that could not be allocated to a Practice. Please see the guidance notes for a more detailed explanation of this field, and its uses.\',u\'name\': u\'UNIDENTIFIED\', u\'type\': u\'string\', u\'format\': u\'default\'},{u\'title\': u\'Presentation SNOMED code\',u\'description\': u\'A SNOMED CT (Systemised Nomenclature of Medicine Clinical Terms) is a clinical vocabulary readable by computers. The SNOMED code contained within the data is a unique identifier for each Medicinal Product (both VMP and AMP level). The identifier will not be re-used and or allocated to another presentation.\',u\'name\': u\'SNOMED_CODE\', u\'type\': u\'number\', u\'format\': u\'default\'}], u\'missingValues\': [u\'\']}', 'bq_table_name': 'EPD_SNOMED_202207', 'hash': '27a33a2e3cc397122b531c8ac39597c37f2870acd36ad1b760b06bae2ac7419b', 'description': '', 'format': 'CSV', 'mimetype_inner': None, 'url_type': 'upload', 'mimetype': 'text/csv', 'cache_url': None, 'name': 'EPD_SNOMED_202207', 'created': '2022-09-20T15:53:52.070297', 'url': 'https://opendata.nhsbsa.net/dataset/906115a6-4155-44be-8b81-f8e83cebfb84/resource/0f744cfe-c905-4a7f-834c-679bdc9c1021/download/epd_snomed_202207.csv', 'last_modified': '2022-09-20T15:53:51.743893', 'position': 20, 'revision_id': 'a53c5964-84c1-4668-ae20-f316ddd7692a', 'resource_type': None}, {'cache_last_updated': None, 'package_id': '906115a6-4155-44be-8b81-f8e83cebfb84', 'datastore_active': 'true', 'id': 'f72f8288-8945-4e37-9ab4-9e6611f9849b', 'size': 7076448673, 'title': 'English Prescribing Dataset (EPD) with SNOMED code - Aug 2022', 'restricted': '{level: public}', 'encoding': 'utf8', 'state': 'active', 'sha256': '79da00b5fe35b1879692166bf4a5c0867e4a11ea0e96e296306577786ed8d2d6', 'zip_url': 'https://storage.googleapis.com/dx-nhs-production/DATOPIAN_DATA/EPD_SNOMED_202208.ZIP', 'lfs_prefix': 'experimental-data-sets/english-prescribing-dataset-epd-with-snomed-code', 'schema': '{u\'fields\': [{u\'title\': u\'Year and Month as YYYYMM\',u\'description\': u\'Example: 201401\',u\'name\': u\'YEAR_MONTH\', u\'type\': u\'number\', u\'format\': u\'default\'},{u\'title\': u\'Regional Office Name\',u\'description\': u\'The name given to a geographical region by NHS England. Each region supports local systems to provide more joined up and care for patients.\',u\'name\': u\'REGIONAL_OFFICE_NAME\', u\'type\': u\'string\', u\'format\': u\'default\'},{u\'title\': u\'Regional Office Code\',u\'description\': u\'The unique code used to refer to a Regional Office.\',u\'name\': u\'REGIONAL_OFFICE_CODE\', u\'type\': u\'string\', u\'format\': u\'default\'},{u\'title\': u\'Integrated Care Board (ICB) Name\',u\'description\': u\'The name given to a geographical statutory organisation by NHS England that is a smaller division of a Region.\',u\'name\': u\'ICB_NAME\', u\'type\': u\'string\', u\'format\': u\'default\'},{u\'title\': u\'Integrated Care Board (ICB) Code\',u\'description\': u\'The unique code used to refer to an ICB.\',u\'name\': u\'ICB_CODE\', u\'type\': u\'string\', u\'format\': u\'default\'},{u\'title\': u\'Primary Care Organisation Name\',u\'description\': u\'An NHS organisation that commissions or provides care services involving prescriptions that are dispensed in the community. For example: a Sub Integrated Care Board Location (SICBL), an NHS Trust.\',u\'name\': u\'PCO_NAME\', u\'type\': u\'string\', u\'format\': u\'default\'},{u\'title\': u\'Primary Care Organisation Code\',u\'description\': u\'The unique code used to refer to a Primary Care Organisation.\',u\'name\': u\'PCO_CODE\', u\'type\': u\'string\', u\'format\': u\'default\'},{u\'title\': u\'Practice Name\',u\'description\': u\'The name of an organisation that employs one or more prescribers who issue prescriptions that may be dispensed in the community. For example:a GP Practice, an Out-of-Hours service, a hospital department within an NHS Trust.\',u\'name\': u\'PRACTICE_NAME\', u\'type\': u\'string\', u\'format\': u\'default\'},{u\'title\': u\'Practice Code\',u\'description\': u\'The unique code used to refer to a Practice.\',u\'name\': u\'PRACTICE_CODE\', u\'type\': u\'string\', u\'format\': u\'default\'},{u\'title\': u\'Address Field 1\',u\'description\': u\'The Address used by a Practice. This data is supplied by Primary Care Support England (PSCE), NHS England ICBs or the SICBL, whenever a new practice is opened or if a change of details is required.\',u\'name\': u\'ADDRESS_1\', u\'type\': u\'string\', u\'format\': u\'default\'},{u\'title\': u\'Address Field 2\',u\'description\': u\'The Address used by a Practice. This data is supplied by Primary Care Support England (PSCE), NHS England ICBs or the SICBL, whenever a new practice is opened or if a change of details is required.\',u\'name\': u\'ADDRESS_2\', u\'type\': u\'string\', u\'format\': u\'default\'},{u\'title\': u\'Address Field 3\',u\'description\': u\'The Address used by a Practice. This data is supplied by Primary Care Support England (PSCE), NHS England ICBs or the SICBL, whenever a new practice is opened or if a change of details is required.\',u\'name\': u\'ADDRESS_3\', u\'type\': u\'string\', u\'format\': u\'default\'},{u\'title\': u\'Address Field 4\',u\'description\': u\'The Address used by a Practice. This data is supplied by Primary Care Support England (PSCE), NHS England ICBs or the SICBL, whenever a new practice is opened or if a change of details is required.\',u\'name\': u\'ADDRESS_4\', u\'type\': u\'string\', u\'format\': u\'default\'},{u\'title\': u\'Post Code\',u\'description\': u\'The Address used by a Practice. This data is supplied by Primary Care Support England (PSCE), NHS England ICBs or the SICBL, whenever a new practice is opened or if a change of details is required.\',u\'name\': u\'POSTCODE\', u\'type\': u\'string\', u\'format\': u\'default\'},{u\'title\': u\'British National Formulary (BNF) Chemical Substance Code\',u\'description\': u\'A unique code used to refer to a BNF Chemical Substance.For example, 0501013B0\',u\'name\': u\'BNF_CHEMICAL_SUBSTANCE\', u\'type\': u\'string\', u\'format\': u\'default\'},{u\'title\': u\'British National Formulary (BNF) Chemical Substance Description\',u\'description\': u\'The name of the main active ingredient in a drug or the type of an appliance. Determined by the British National Formulatory (BNF) for drugs, or the NHS BSA for appliances. For example, Amoxicillin\',u\'name\': u\'CHEMICAL_SUBSTANCE_BNF_DESCR\', u\'type\': u\'string\', u\'format\': u\'default\'},{u\'title\': u\'British National Formulary (BNF) Code\',u\'description\': u\'The unique code used to refer to a BNF Presentation. For example, 0501013B0AAABAB\',u\'name\': u\'BNF_CODE\', u\'type\': u\'string\', u\'format\': u\'default\'},{u\'title\': u\'British National Formulary (BNF) Description\',u\'description\': u\'The name given to the specific type, strength, and formulation of a drug; or, the specific type of an appliance. For example, Amoxicillin 500mg capsules\',u\'name\': u\'BNF_DESCRIPTION\', u\'type\': u\'string\', u\'format\': u\'default\'},{u\'title\': u\'British National Formulary (BNF) Description\',u\'description\': u\'The name given to a British National Formulatory (BNF) Chapter that includes the prescribed product. Includes the numerical code used to refer to the chapter.For example, 05: Infections\',u\'name\': u\'BNF_CHAPTER_PLUS_CODE\', u\'type\': u\'string\', u\'format\': u\'default\'},{u\'title\': u\'Quantity\',u\'description\': u\'The quantity of a medicine, dressing or appliance for which an individual item was prescribed and dispensed, for each BNF Presentation. This represents a pseudo pack size, to illustrate the typical range of prescribed quantities of a given presentation. For example, a quantity of 28 for Amoxicillin 500mg capsules means that the pack size dispensed was 28 capsules.\',u\'name\': u\'QUANTITY\', u\'type\': u\'number\', u\'format\': u\'default\'},{u\'title\': u\'Items\',u\'description\': u\'The number of times a product appears on a prescription form. Prescription forms include both paper prescriptions and electronic messages.\',u\'name\': u\'ITEMS\', u\'type\': u\'number\', u\'format\': u\'default\'},{u\'title\': u\'Total Quantity\',u\'description\': u\'The total quantity of a drug or appliance that was prescribed.This is calculated by multiplying Quantity by Items. For example, if 2 items of Amoxicillin 500mg capsules with a quantity of 28 were prescribed, total quantity will be 56.\',u\'name\': u\'TOTAL_QUANTITY\', u\'type\': u\'number\', u\'format\': u\'default\'},{u\'title\': u\'Average Daily Quantity (ADQ)\',u\'description\': u\'Average Daily Quantity (ADQ) is the typical daily dose of a medication, prescribed to adult patients by GP Practices.This field shows the quantity prescribed multiplied by the strength, which is then divided by the Average Daily Quantity value.\',u\'name\': u\'ADQUSAGE\', u\'type\': u\'number\', u\'format\': u\'default\'},{u\'title\': u\'Net Ingredient Cost (NIC)\',u\'description\': u\'In GBP. The amount that would be paid using the basic price of the prescribed drug or appliance and the quantity prescribed.Sometimes called the "Net Ingredient Cost" (NIC).The basic price is given either in the Drug Tariff or is determined from prices published by manufacturers, wholesalers or suppliers. Basic price is set out in Parts 8 and 9 of the Drug Tariff. For any drugs or appliances not in Part 8, the price is usually taken from the manufacturer, wholesaler or supplier of the product.\',u\'name\': u\'NIC\', u\'type\': u\'number\', u\'format\': u\'default\'},{u\'title\': u\'Actual Cost\',u\'description\': u\'In GBP. The basic cost after adjustment for the national average discount and some payments to the dispenser.See notes for details of the calculation. The calculation is:Net Ingredient Cost - National Average Discount Percentage + (payment for consumables + out of pocket expenses + payment for containers)\',u\'name\': u\'ACTUAL_COST\', u\'type\': u\'number\', u\'format\': u\'default\'},{u\'title\': u\'Unidentified\',u\'description\': u\'This field shows data from prescription forms that could not be allocated to a Practice. Please see the guidance notes for a more detailed explanation of this field, and its uses.\',u\'name\': u\'UNIDENTIFIED\', u\'type\': u\'string\', u\'format\': u\'default\'},{u\'title\': u\'Presentation SNOMED code\',u\'description\': u\'A SNOMED CT (Systemised Nomenclature of Medicine Clinical Terms) is a clinical vocabulary readable by computers. The SNOMED code contained within the data is a unique identifier for each Medicinal Product (both VMP and AMP level). The identifier will not be re-used and or allocated to another presentation.\',u\'name\': u\'SNOMED_CODE\', u\'type\': u\'number\', u\'format\': u\'default\'}], u\'missingValues\': [u\'\']}', 'bq_table_name': 'EPD_SNOMED_202208', 'hash': '79da00b5fe35b1879692166bf4a5c0867e4a11ea0e96e296306577786ed8d2d6', 'description': '', 'format': 'CSV', 'mimetype_inner': None, 'url_type': 'upload', 'mimetype': 'text/csv', 'cache_url': None, 'name': 'EPD_SNOMED_202208', 'created': '2022-11-16T19:49:53.599310', 'url': 'https://opendata.nhsbsa.net/dataset/906115a6-4155-44be-8b81-f8e83cebfb84/resource/f72f8288-8945-4e37-9ab4-9e6611f9849b/download/epd_snomed_202208.csv', 'last_modified': '2022-11-16T19:49:53.482743', 'position': 21, 'revision_id': '303aee3f-ced2-437e-8b00-96f9e70e9b09', 'resource_type': None}, {'cache_last_updated': None, 'package_id': '906115a6-4155-44be-8b81-f8e83cebfb84', 'datastore_active': 'true', 'id': '5f5bf059-4cee-4d02-b270-6b053226c817', 'size': 7070184535, 'title': 'English Prescribing Dataset (EPD) with SNOMED code - Sep 2022', 'restricted': '{level: public}', 'encoding': 'utf8', 'state': 'active', 'sha256': '2bbaca70f5bba388e0dc27fcf1db6f52db8918e1afbd3c9ce1e1f4296a5506c6', 'zip_url': 'https://storage.googleapis.com/dx-nhs-production/DATOPIAN_DATA/EPD_SNOMED_202209.ZIP', 'lfs_prefix': 'experimental-data-sets/english-prescribing-dataset-epd-with-snomed-code', 'schema': '{u\'fields\': [{u\'title\': u\'Year and Month as YYYYMM\',u\'description\': u\'Example: 201401\',u\'name\': u\'YEAR_MONTH\', u\'type\': u\'number\', u\'format\': u\'default\'},{u\'title\': u\'Regional Office Name\',u\'description\': u\'The name given to a geographical region by NHS England. Each region supports local systems to provide more joined up and care for patients.\',u\'name\': u\'REGIONAL_OFFICE_NAME\', u\'type\': u\'string\', u\'format\': u\'default\'},{u\'title\': u\'Regional Office Code\',u\'description\': u\'The unique code used to refer to a Regional Office.\',u\'name\': u\'REGIONAL_OFFICE_CODE\', u\'type\': u\'string\', u\'format\': u\'default\'},{u\'title\': u\'Integrated Care Board (ICB) Name\',u\'description\': u\'The name given to a geographical statutory organisation by NHS England that is a smaller division of a Region.\',u\'name\': u\'ICB_NAME\', u\'type\': u\'string\', u\'format\': u\'default\'},{u\'title\': u\'Integrated Care Board (ICB) Code\',u\'description\': u\'The unique code used to refer to an ICB.\',u\'name\': u\'ICB_CODE\', u\'type\': u\'string\', u\'format\': u\'default\'},{u\'title\': u\'Primary Care Organisation Name\',u\'description\': u\'An NHS organisation that commissions or provides care services involving prescriptions that are dispensed in the community. For example: a Sub Integrated Care Board Location (SICBL), an NHS Trust.\',u\'name\': u\'PCO_NAME\', u\'type\': u\'string\', u\'format\': u\'default\'},{u\'title\': u\'Primary Care Organisation Code\',u\'description\': u\'The unique code used to refer to a Primary Care Organisation.\',u\'name\': u\'PCO_CODE\', u\'type\': u\'string\', u\'format\': u\'default\'},{u\'title\': u\'Practice Name\',u\'description\': u\'The name of an organisation that employs one or more prescribers who issue prescriptions that may be dispensed in the community. For example:a GP Practice, an Out-of-Hours service, a hospital department within an NHS Trust.\',u\'name\': u\'PRACTICE_NAME\', u\'type\': u\'string\', u\'format\': u\'default\'},{u\'title\': u\'Practice Code\',u\'description\': u\'The unique code used to refer to a Practice.\',u\'name\': u\'PRACTICE_CODE\', u\'type\': u\'string\', u\'format\': u\'default\'},{u\'title\': u\'Address Field 1\',u\'description\': u\'The Address used by a Practice. This data is supplied by Primary Care Support England (PSCE), NHS England ICBs or the SICBL, whenever a new practice is opened or if a change of details is required.\',u\'name\': u\'ADDRESS_1\', u\'type\': u\'string\', u\'format\': u\'default\'},{u\'title\': u\'Address Field 2\',u\'description\': u\'The Address used by a Practice. This data is supplied by Primary Care Support England (PSCE), NHS England ICBs or the SICBL, whenever a new practice is opened or if a change of details is required.\',u\'name\': u\'ADDRESS_2\', u\'type\': u\'string\', u\'format\': u\'default\'},{u\'title\': u\'Address Field 3\',u\'description\': u\'The Address used by a Practice. This data is supplied by Primary Care Support England (PSCE), NHS England ICBs or the SICBL, whenever a new practice is opened or if a change of details is required.\',u\'name\': u\'ADDRESS_3\', u\'type\': u\'string\', u\'format\': u\'default\'},{u\'title\': u\'Address Field 4\',u\'description\': u\'The Address used by a Practice. This data is supplied by Primary Care Support England (PSCE), NHS England ICBs or the SICBL, whenever a new practice is opened or if a change of details is required.\',u\'name\': u\'ADDRESS_4\', u\'type\': u\'string\', u\'format\': u\'default\'},{u\'title\': u\'Post Code\',u\'description\': u\'The Address used by a Practice. This data is supplied by Primary Care Support England (PSCE), NHS England ICBs or the SICBL, whenever a new practice is opened or if a change of details is required.\',u\'name\': u\'POSTCODE\', u\'type\': u\'string\', u\'format\': u\'default\'},{u\'title\': u\'British National Formulary (BNF) Chemical Substance Code\',u\'description\': u\'A unique code used to refer to a BNF Chemical Substance.For example, 0501013B0\',u\'name\': u\'BNF_CHEMICAL_SUBSTANCE\', u\'type\': u\'string\', u\'format\': u\'default\'},{u\'title\': u\'British National Formulary (BNF) Chemical Substance Description\',u\'description\': u\'The name of the main active ingredient in a drug or the type of an appliance. Determined by the British National Formulatory (BNF) for drugs, or the NHS BSA for appliances. For example, Amoxicillin\',u\'name\': u\'CHEMICAL_SUBSTANCE_BNF_DESCR\', u\'type\': u\'string\', u\'format\': u\'default\'},{u\'title\': u\'British National Formulary (BNF) Code\',u\'description\': u\'The unique code used to refer to a BNF Presentation. For example, 0501013B0AAABAB\',u\'name\': u\'BNF_CODE\', u\'type\': u\'string\', u\'format\': u\'default\'},{u\'title\': u\'British National Formulary (BNF) Description\',u\'description\': u\'The name given to the specific type, strength, and formulation of a drug; or, the specific type of an appliance. For example, Amoxicillin 500mg capsules\',u\'name\': u\'BNF_DESCRIPTION\', u\'type\': u\'string\', u\'format\': u\'default\'},{u\'title\': u\'British National Formulary (BNF) Description\',u\'description\': u\'The name given to a British National Formulatory (BNF) Chapter that includes the prescribed product. Includes the numerical code used to refer to the chapter.For example, 05: Infections\',u\'name\': u\'BNF_CHAPTER_PLUS_CODE\', u\'type\': u\'string\', u\'format\': u\'default\'},{u\'title\': u\'Quantity\',u\'description\': u\'The quantity of a medicine, dressing or appliance for which an individual item was prescribed and dispensed, for each BNF Presentation. This represents a pseudo pack size, to illustrate the typical range of prescribed quantities of a given presentation. For example, a quantity of 28 for Amoxicillin 500mg capsules means that the pack size dispensed was 28 capsules.\',u\'name\': u\'QUANTITY\', u\'type\': u\'number\', u\'format\': u\'default\'},{u\'title\': u\'Items\',u\'description\': u\'The number of times a product appears on a prescription form. Prescription forms include both paper prescriptions and electronic messages.\',u\'name\': u\'ITEMS\', u\'type\': u\'number\', u\'format\': u\'default\'},{u\'title\': u\'Total Quantity\',u\'description\': u\'The total quantity of a drug or appliance that was prescribed.This is calculated by multiplying Quantity by Items. For example, if 2 items of Amoxicillin 500mg capsules with a quantity of 28 were prescribed, total quantity will be 56.\',u\'name\': u\'TOTAL_QUANTITY\', u\'type\': u\'number\', u\'format\': u\'default\'},{u\'title\': u\'Average Daily Quantity (ADQ)\',u\'description\': u\'Average Daily Quantity (ADQ) is the typical daily dose of a medication, prescribed to adult patients by GP Practices.This field shows the quantity prescribed multiplied by the strength, which is then divided by the Average Daily Quantity value.\',u\'name\': u\'ADQUSAGE\', u\'type\': u\'number\', u\'format\': u\'default\'},{u\'title\': u\'Net Ingredient Cost (NIC)\',u\'description\': u\'In GBP. The amount that would be paid using the basic price of the prescribed drug or appliance and the quantity prescribed.Sometimes called the "Net Ingredient Cost" (NIC).The basic price is given either in the Drug Tariff or is determined from prices published by manufacturers, wholesalers or suppliers. Basic price is set out in Parts 8 and 9 of the Drug Tariff. For any drugs or appliances not in Part 8, the price is usually taken from the manufacturer, wholesaler or supplier of the product.\',u\'name\': u\'NIC\', u\'type\': u\'number\', u\'format\': u\'default\'},{u\'title\': u\'Actual Cost\',u\'description\': u\'In GBP. The basic cost after adjustment for the national average discount and some payments to the dispenser.See notes for details of the calculation. The calculation is:Net Ingredient Cost - National Average Discount Percentage + (payment for consumables + out of pocket expenses + payment for containers)\',u\'name\': u\'ACTUAL_COST\', u\'type\': u\'number\', u\'format\': u\'default\'},{u\'title\': u\'Unidentified\',u\'description\': u\'This field shows data from prescription forms that could not be allocated to a Practice. Please see the guidance notes for a more detailed explanation of this field, and its uses.\',u\'name\': u\'UNIDENTIFIED\', u\'type\': u\'string\', u\'format\': u\'default\'},{u\'title\': u\'Presentation SNOMED code\',u\'description\': u\'A SNOMED CT (Systemised Nomenclature of Medicine Clinical Terms) is a clinical vocabulary readable by computers. The SNOMED code contained within the data is a unique identifier for each Medicinal Product (both VMP and AMP level). The identifier will not be re-used and or allocated to another presentation.\',u\'name\': u\'SNOMED_CODE\', u\'type\': u\'number\', u\'format\': u\'default\'}], u\'missingValues\': [u\'\']}', 'bq_table_name': 'EPD_SNOMED_202209', 'hash': '2bbaca70f5bba388e0dc27fcf1db6f52db8918e1afbd3c9ce1e1f4296a5506c6', 'description': '', 'format': 'CSV', 'mimetype_inner': None, 'url_type': 'upload', 'mimetype': 'text/csv', 'cache_url': None, 'name': 'EPD_SNOMED_202209', 'created': '2022-11-16T20:40:38.478267', 'url': 'https://opendata.nhsbsa.net/dataset/906115a6-4155-44be-8b81-f8e83cebfb84/resource/5f5bf059-4cee-4d02-b270-6b053226c817/download/epd_snomed_202209.csv', 'last_modified': '2022-11-16T20:40:38.349247', 'position': 22, 'revision_id': '60a71dff-1b98-494c-803e-24a12418d01d', 'resource_type': None}, {'cache_last_updated': None, 'package_id': '906115a6-4155-44be-8b81-f8e83cebfb84', 'datastore_active': 'true', 'id': '301e57d8-0395-4cef-a4d8-dd18d58781ac', 'size': 7070695914, 'title': 'English Prescribing Dataset (EPD) with SNOMED code - Oct 2022', 'restricted': '{level: public}', 'encoding': 'utf8', 'state': 'active', 'sha256': 'e29b2588d24701b2750be395a43df5bf367a8cec1eaae52c9aa344a8cb8a450a', 'zip_url': 'https://storage.googleapis.com/dx-nhs-production/DATOPIAN_DATA/EPD_SNOMED_202210.ZIP', 'lfs_prefix': 'experimental-data-sets/english-prescribing-dataset-epd-with-snomed-code', 'schema': '{u\'fields\': [{u\'title\': u\'Year and Month as YYYYMM\',u\'description\': u\'Example: 201401\',u\'name\': u\'YEAR_MONTH\', u\'type\': u\'number\', u\'format\': u\'default\'},{u\'title\': u\'Regional Office Name\',u\'description\': u\'The name given to a geographical region by NHS England. Each region supports local systems to provide more joined up and care for patients.\',u\'name\': u\'REGIONAL_OFFICE_NAME\', u\'type\': u\'string\', u\'format\': u\'default\'},{u\'title\': u\'Regional Office Code\',u\'description\': u\'The unique code used to refer to a Regional Office.\',u\'name\': u\'REGIONAL_OFFICE_CODE\', u\'type\': u\'string\', u\'format\': u\'default\'},{u\'title\': u\'Integrated Care Board (ICB) Name\',u\'description\': u\'The name given to a geographical statutory organisation by NHS England that is a smaller division of a Region.\',u\'name\': u\'ICB_NAME\', u\'type\': u\'string\', u\'format\': u\'default\'},{u\'title\': u\'Integrated Care Board (ICB) Code\',u\'description\': u\'The unique code used to refer to an ICB.\',u\'name\': u\'ICB_CODE\', u\'type\': u\'string\', u\'format\': u\'default\'},{u\'title\': u\'Primary Care Organisation Name\',u\'description\': u\'An NHS organisation that commissions or provides care services involving prescriptions that are dispensed in the community. For example: a Sub Integrated Care Board Location (SICBL), an NHS Trust.\',u\'name\': u\'PCO_NAME\', u\'type\': u\'string\', u\'format\': u\'default\'},{u\'title\': u\'Primary Care Organisation Code\',u\'description\': u\'The unique code used to refer to a Primary Care Organisation.\',u\'name\': u\'PCO_CODE\', u\'type\': u\'string\', u\'format\': u\'default\'},{u\'title\': u\'Practice Name\',u\'description\': u\'The name of an organisation that employs one or more prescribers who issue prescriptions that may be dispensed in the community. For example:a GP Practice, an Out-of-Hours service, a hospital department within an NHS Trust.\',u\'name\': u\'PRACTICE_NAME\', u\'type\': u\'string\', u\'format\': u\'default\'},{u\'title\': u\'Practice Code\',u\'description\': u\'The unique code used to refer to a Practice.\',u\'name\': u\'PRACTICE_CODE\', u\'type\': u\'string\', u\'format\': u\'default\'},{u\'title\': u\'Address Field 1\',u\'description\': u\'The Address used by a Practice. This data is supplied by Primary Care Support England (PSCE), NHS England ICBs or the SICBL, whenever a new practice is opened or if a change of details is required.\',u\'name\': u\'ADDRESS_1\', u\'type\': u\'string\', u\'format\': u\'default\'},{u\'title\': u\'Address Field 2\',u\'description\': u\'The Address used by a Practice. This data is supplied by Primary Care Support England (PSCE), NHS England ICBs or the SICBL, whenever a new practice is opened or if a change of details is required.\',u\'name\': u\'ADDRESS_2\', u\'type\': u\'string\', u\'format\': u\'default\'},{u\'title\': u\'Address Field 3\',u\'description\': u\'The Address used by a Practice. This data is supplied by Primary Care Support England (PSCE), NHS England ICBs or the SICBL, whenever a new practice is opened or if a change of details is required.\',u\'name\': u\'ADDRESS_3\', u\'type\': u\'string\', u\'format\': u\'default\'},{u\'title\': u\'Address Field 4\',u\'description\': u\'The Address used by a Practice. This data is supplied by Primary Care Support England (PSCE), NHS England ICBs or the SICBL, whenever a new practice is opened or if a change of details is required.\',u\'name\': u\'ADDRESS_4\', u\'type\': u\'string\', u\'format\': u\'default\'},{u\'title\': u\'Post Code\',u\'description\': u\'The Address used by a Practice. This data is supplied by Primary Care Support England (PSCE), NHS England ICBs or the SICBL, whenever a new practice is opened or if a change of details is required.\',u\'name\': u\'POSTCODE\', u\'type\': u\'string\', u\'format\': u\'default\'},{u\'title\': u\'British National Formulary (BNF) Chemical Substance Code\',u\'description\': u\'A unique code used to refer to a BNF Chemical Substance.For example, 0501013B0\',u\'name\': u\'BNF_CHEMICAL_SUBSTANCE\', u\'type\': u\'string\', u\'format\': u\'default\'},{u\'title\': u\'British National Formulary (BNF) Chemical Substance Description\',u\'description\': u\'The name of the main active ingredient in a drug or the type of an appliance. Determined by the British National Formulatory (BNF) for drugs, or the NHS BSA for appliances. For example, Amoxicillin\',u\'name\': u\'CHEMICAL_SUBSTANCE_BNF_DESCR\', u\'type\': u\'string\', u\'format\': u\'default\'},{u\'title\': u\'British National Formulary (BNF) Code\',u\'description\': u\'The unique code used to refer to a BNF Presentation. For example, 0501013B0AAABAB\',u\'name\': u\'BNF_CODE\', u\'type\': u\'string\', u\'format\': u\'default\'},{u\'title\': u\'British National Formulary (BNF) Description\',u\'description\': u\'The name given to the specific type, strength, and formulation of a drug; or, the specific type of an appliance. For example, Amoxicillin 500mg capsules\',u\'name\': u\'BNF_DESCRIPTION\', u\'type\': u\'string\', u\'format\': u\'default\'},{u\'title\': u\'British National Formulary (BNF) Description\',u\'description\': u\'The name given to a British National Formulatory (BNF) Chapter that includes the prescribed product. Includes the numerical code used to refer to the chapter.For example, 05: Infections\',u\'name\': u\'BNF_CHAPTER_PLUS_CODE\', u\'type\': u\'string\', u\'format\': u\'default\'},{u\'title\': u\'Quantity\',u\'description\': u\'The quantity of a medicine, dressing or appliance for which an individual item was prescribed and dispensed, for each BNF Presentation. This represents a pseudo pack size, to illustrate the typical range of prescribed quantities of a given presentation. For example, a quantity of 28 for Amoxicillin 500mg capsules means that the pack size dispensed was 28 capsules.\',u\'name\': u\'QUANTITY\', u\'type\': u\'number\', u\'format\': u\'default\'},{u\'title\': u\'Items\',u\'description\': u\'The number of times a product appears on a prescription form. Prescription forms include both paper prescriptions and electronic messages.\',u\'name\': u\'ITEMS\', u\'type\': u\'number\', u\'format\': u\'default\'},{u\'title\': u\'Total Quantity\',u\'description\': u\'The total quantity of a drug or appliance that was prescribed.This is calculated by multiplying Quantity by Items. For example, if 2 items of Amoxicillin 500mg capsules with a quantity of 28 were prescribed, total quantity will be 56.\',u\'name\': u\'TOTAL_QUANTITY\', u\'type\': u\'number\', u\'format\': u\'default\'},{u\'title\': u\'Average Daily Quantity (ADQ)\',u\'description\': u\'Average Daily Quantity (ADQ) is the typical daily dose of a medication, prescribed to adult patients by GP Practices.This field shows the quantity prescribed multiplied by the strength, which is then divided by the Average Daily Quantity value.\',u\'name\': u\'ADQUSAGE\', u\'type\': u\'number\', u\'format\': u\'default\'},{u\'title\': u\'Net Ingredient Cost (NIC)\',u\'description\': u\'In GBP. The amount that would be paid using the basic price of the prescribed drug or appliance and the quantity prescribed.Sometimes called the "Net Ingredient Cost" (NIC).The basic price is given either in the Drug Tariff or is determined from prices published by manufacturers, wholesalers or suppliers. Basic price is set out in Parts 8 and 9 of the Drug Tariff. For any drugs or appliances not in Part 8, the price is usually taken from the manufacturer, wholesaler or supplier of the product.\',u\'name\': u\'NIC\', u\'type\': u\'number\', u\'format\': u\'default\'},{u\'title\': u\'Actual Cost\',u\'description\': u\'In GBP. The basic cost after adjustment for the national average discount and some payments to the dispenser.See notes for details of the calculation. The calculation is:Net Ingredient Cost - National Average Discount Percentage + (payment for consumables + out of pocket expenses + payment for containers)\',u\'name\': u\'ACTUAL_COST\', u\'type\': u\'number\', u\'format\': u\'default\'},{u\'title\': u\'Unidentified\',u\'description\': u\'This field shows data from prescription forms that could not be allocated to a Practice. Please see the guidance notes for a more detailed explanation of this field, and its uses.\',u\'name\': u\'UNIDENTIFIED\', u\'type\': u\'string\', u\'format\': u\'default\'},{u\'title\': u\'Presentation SNOMED code\',u\'description\': u\'A SNOMED CT (Systemised Nomenclature of Medicine Clinical Terms) is a clinical vocabulary readable by computers. The SNOMED code contained within the data is a unique identifier for each Medicinal Product (both VMP and AMP level). The identifier will not be re-used and or allocated to another presentation.\',u\'name\': u\'SNOMED_CODE\', u\'type\': u\'number\', u\'format\': u\'default\'}], u\'missingValues\': [u\'\']}', 'bq_table_name': 'EPD_SNOMED_202210', 'hash': 'e29b2588d24701b2750be395a43df5bf367a8cec1eaae52c9aa344a8cb8a450a', 'description': '', 'format': 'CSV', 'mimetype_inner': None, 'url_type': 'upload', 'mimetype': 'text/csv', 'cache_url': None, 'name': 'EPD_SNOMED_202210', 'created': '2022-12-19T17:56:08.392848', 'url': 'https://opendata.nhsbsa.net/dataset/906115a6-4155-44be-8b81-f8e83cebfb84/resource/301e57d8-0395-4cef-a4d8-dd18d58781ac/download/epd_snomed_202210.csv', 'last_modified': '2022-12-19T17:56:08.282172', 'position': 23, 'revision_id': 'd5a9d72f-2414-43d3-adc4-2337300d92a1', 'resource_type': None}, {'cache_last_updated': None, 'package_id': '906115a6-4155-44be-8b81-f8e83cebfb84', 'datastore_active': 'true', 'id': '10dc3043-bec9-43b5-8e24-ee2735475125', 'size': 7143547610, 'title': 'English Prescribing Dataset (EPD) with SNOMED code - Nov 2022', 'restricted': '{level: public}', 'encoding': 'utf8', 'state': 'active', 'sha256': 'bf512221fc73c6e66c6dc1078a1af5713656c85a2003efe0e797bbd0ad1cf529', 'zip_url': 'https://storage.googleapis.com/dx-nhs-production/DATOPIAN_DATA/EPD_SNOMED_202211.ZIP', 'lfs_prefix': 'experimental-data-sets/english-prescribing-dataset-epd-with-snomed-code', 'schema': '{u\'fields\': [{u\'title\': u\'Year and Month as YYYYMM\',u\'description\': u\'Example: 201401\',u\'name\': u\'YEAR_MONTH\', u\'type\': u\'number\', u\'format\': u\'default\'},{u\'title\': u\'Regional Office Name\',u\'description\': u\'The name given to a geographical region by NHS England. Each region supports local systems to provide more joined up and care for patients.\',u\'name\': u\'REGIONAL_OFFICE_NAME\', u\'type\': u\'string\', u\'format\': u\'default\'},{u\'title\': u\'Regional Office Code\',u\'description\': u\'The unique code used to refer to a Regional Office.\',u\'name\': u\'REGIONAL_OFFICE_CODE\', u\'type\': u\'string\', u\'format\': u\'default\'},{u\'title\': u\'Integrated Care Board (ICB) Name\',u\'description\': u\'The name given to a geographical statutory organisation by NHS England that is a smaller division of a Region.\',u\'name\': u\'ICB_NAME\', u\'type\': u\'string\', u\'format\': u\'default\'},{u\'title\': u\'Integrated Care Board (ICB) Code\',u\'description\': u\'The unique code used to refer to an ICB.\',u\'name\': u\'ICB_CODE\', u\'type\': u\'string\', u\'format\': u\'default\'},{u\'title\': u\'Primary Care Organisation Name\',u\'description\': u\'An NHS organisation that commissions or provides care services involving prescriptions that are dispensed in the community. For example: a Sub Integrated Care Board Location (SICBL), an NHS Trust.\',u\'name\': u\'PCO_NAME\', u\'type\': u\'string\', u\'format\': u\'default\'},{u\'title\': u\'Primary Care Organisation Code\',u\'description\': u\'The unique code used to refer to a Primary Care Organisation.\',u\'name\': u\'PCO_CODE\', u\'type\': u\'string\', u\'format\': u\'default\'},{u\'title\': u\'Practice Name\',u\'description\': u\'The name of an organisation that employs one or more prescribers who issue prescriptions that may be dispensed in the community. For example:a GP Practice, an Out-of-Hours service, a hospital department within an NHS Trust.\',u\'name\': u\'PRACTICE_NAME\', u\'type\': u\'string\', u\'format\': u\'default\'},{u\'title\': u\'Practice Code\',u\'description\': u\'The unique code used to refer to a Practice.\',u\'name\': u\'PRACTICE_CODE\', u\'type\': u\'string\', u\'format\': u\'default\'},{u\'title\': u\'Address Field 1\',u\'description\': u\'The Address used by a Practice. This data is supplied by Primary Care Support England (PSCE), NHS England ICBs or the SICBL, whenever a new practice is opened or if a change of details is required.\',u\'name\': u\'ADDRESS_1\', u\'type\': u\'string\', u\'format\': u\'default\'},{u\'title\': u\'Address Field 2\',u\'description\': u\'The Address used by a Practice. This data is supplied by Primary Care Support England (PSCE), NHS England ICBs or the SICBL, whenever a new practice is opened or if a change of details is required.\',u\'name\': u\'ADDRESS_2\', u\'type\': u\'string\', u\'format\': u\'default\'},{u\'title\': u\'Address Field 3\',u\'description\': u\'The Address used by a Practice. This data is supplied by Primary Care Support England (PSCE), NHS England ICBs or the SICBL, whenever a new practice is opened or if a change of details is required.\',u\'name\': u\'ADDRESS_3\', u\'type\': u\'string\', u\'format\': u\'default\'},{u\'title\': u\'Address Field 4\',u\'description\': u\'The Address used by a Practice. This data is supplied by Primary Care Support England (PSCE), NHS England ICBs or the SICBL, whenever a new practice is opened or if a change of details is required.\',u\'name\': u\'ADDRESS_4\', u\'type\': u\'string\', u\'format\': u\'default\'},{u\'title\': u\'Post Code\',u\'description\': u\'The Address used by a Practice. This data is supplied by Primary Care Support England (PSCE), NHS England ICBs or the SICBL, whenever a new practice is opened or if a change of details is required.\',u\'name\': u\'POSTCODE\', u\'type\': u\'string\', u\'format\': u\'default\'},{u\'title\': u\'British National Formulary (BNF) Chemical Substance Code\',u\'description\': u\'A unique code used to refer to a BNF Chemical Substance.For example, 0501013B0\',u\'name\': u\'BNF_CHEMICAL_SUBSTANCE\', u\'type\': u\'string\', u\'format\': u\'default\'},{u\'title\': u\'British National Formulary (BNF) Chemical Substance Description\',u\'description\': u\'The name of the main active ingredient in a drug or the type of an appliance. Determined by the British National Formulatory (BNF) for drugs, or the NHS BSA for appliances. For example, Amoxicillin\',u\'name\': u\'CHEMICAL_SUBSTANCE_BNF_DESCR\', u\'type\': u\'string\', u\'format\': u\'default\'},{u\'title\': u\'British National Formulary (BNF) Code\',u\'description\': u\'The unique code used to refer to a BNF Presentation. For example, 0501013B0AAABAB\',u\'name\': u\'BNF_CODE\', u\'type\': u\'string\', u\'format\': u\'default\'},{u\'title\': u\'British National Formulary (BNF) Description\',u\'description\': u\'The name given to the specific type, strength, and formulation of a drug; or, the specific type of an appliance. For example, Amoxicillin 500mg capsules\',u\'name\': u\'BNF_DESCRIPTION\', u\'type\': u\'string\', u\'format\': u\'default\'},{u\'title\': u\'British National Formulary (BNF) Description\',u\'description\': u\'The name given to a British National Formulatory (BNF) Chapter that includes the prescribed product. Includes the numerical code used to refer to the chapter.For example, 05: Infections\',u\'name\': u\'BNF_CHAPTER_PLUS_CODE\', u\'type\': u\'string\', u\'format\': u\'default\'},{u\'title\': u\'Quantity\',u\'description\': u\'The quantity of a medicine, dressing or appliance for which an individual item was prescribed and dispensed, for each BNF Presentation. This represents a pseudo pack size, to illustrate the typical range of prescribed quantities of a given presentation. For example, a quantity of 28 for Amoxicillin 500mg capsules means that the pack size dispensed was 28 capsules.\',u\'name\': u\'QUANTITY\', u\'type\': u\'number\', u\'format\': u\'default\'},{u\'title\': u\'Items\',u\'description\': u\'The number of times a product appears on a prescription form. Prescription forms include both paper prescriptions and electronic messages.\',u\'name\': u\'ITEMS\', u\'type\': u\'number\', u\'format\': u\'default\'},{u\'title\': u\'Total Quantity\',u\'description\': u\'The total quantity of a drug or appliance that was prescribed.This is calculated by multiplying Quantity by Items. For example, if 2 items of Amoxicillin 500mg capsules with a quantity of 28 were prescribed, total quantity will be 56.\',u\'name\': u\'TOTAL_QUANTITY\', u\'type\': u\'number\', u\'format\': u\'default\'},{u\'title\': u\'Average Daily Quantity (ADQ)\',u\'description\': u\'Average Daily Quantity (ADQ) is the typical daily dose of a medication, prescribed to adult patients by GP Practices.This field shows the quantity prescribed multiplied by the strength, which is then divided by the Average Daily Quantity value.\',u\'name\': u\'ADQUSAGE\', u\'type\': u\'number\', u\'format\': u\'default\'},{u\'title\': u\'Net Ingredient Cost (NIC)\',u\'description\': u\'In GBP. The amount that would be paid using the basic price of the prescribed drug or appliance and the quantity prescribed.Sometimes called the "Net Ingredient Cost" (NIC).The basic price is given either in the Drug Tariff or is determined from prices published by manufacturers, wholesalers or suppliers. Basic price is set out in Parts 8 and 9 of the Drug Tariff. For any drugs or appliances not in Part 8, the price is usually taken from the manufacturer, wholesaler or supplier of the product.\',u\'name\': u\'NIC\', u\'type\': u\'number\', u\'format\': u\'default\'},{u\'title\': u\'Actual Cost\',u\'description\': u\'In GBP. The basic cost after adjustment for the national average discount and some payments to the dispenser.See notes for details of the calculation. The calculation is:Net Ingredient Cost - National Average Discount Percentage + (payment for consumables + out of pocket expenses + payment for containers)\',u\'name\': u\'ACTUAL_COST\', u\'type\': u\'number\', u\'format\': u\'default\'},{u\'title\': u\'Unidentified\',u\'description\': u\'This field shows data from prescription forms that could not be allocated to a Practice. Please see the guidance notes for a more detailed explanation of this field, and its uses.\',u\'name\': u\'UNIDENTIFIED\', u\'type\': u\'string\', u\'format\': u\'default\'},{u\'title\': u\'Presentation SNOMED code\',u\'description\': u\'A SNOMED CT (Systemised Nomenclature of Medicine Clinical Terms) is a clinical vocabulary readable by computers. The SNOMED code contained within the data is a unique identifier for each Medicinal Product (both VMP and AMP level). The identifier will not be re-used and or allocated to another presentation.\',u\'name\': u\'SNOMED_CODE\', u\'type\': u\'number\', u\'format\': u\'default\'}], u\'missingValues\': [u\'\']}', 'bq_table_name': 'EPD_SNOMED_202211', 'hash': 'bf512221fc73c6e66c6dc1078a1af5713656c85a2003efe0e797bbd0ad1cf529', 'description': '', 'format': 'CSV', 'mimetype_inner': None, 'url_type': 'upload', 'mimetype': 'text/csv', 'cache_url': None, 'name': 'EPD_SNOMED_202211', 'created': '2023-01-20T15:47:13.373393', 'url': 'https://opendata.nhsbsa.net/dataset/906115a6-4155-44be-8b81-f8e83cebfb84/resource/10dc3043-bec9-43b5-8e24-ee2735475125/download/epd_snomed_202211.csv', 'last_modified': '2023-01-20T15:47:13.227560', 'position': 24, 'revision_id': 'bbbe2c0f-0bb0-45b9-b8b2-dedb74f81e9c', 'resource_type': None}, {'cache_last_updated': None, 'package_id': '906115a6-4155-44be-8b81-f8e83cebfb84', 'datastore_active': 'true', 'id': '1bbb5c17-f4d8-420f-99e1-eee62f89d695', 'size': 7118242505, 'title': 'English Prescribing Dataset (EPD) with SNOMED code - Dec 2022', 'restricted': '{level: public}', 'encoding': 'utf8', 'state': 'active', 'sha256': '0a2244cca47ff531e5d9c15ac2c0a97593e670c37cee0e99ff162891539da372', 'zip_url': 'https://storage.googleapis.com/dx-nhs-production/DATOPIAN_DATA/EPD_SNOMED_202212.ZIP', 'lfs_prefix': 'experimental-data-sets/english-prescribing-dataset-epd-with-snomed-code', 'schema': '{u\'fields\': [{u\'title\': u\'Year and Month as YYYYMM\',u\'description\': u\'Example: 201401\',u\'name\': u\'YEAR_MONTH\', u\'type\': u\'number\', u\'format\': u\'default\'},{u\'title\': u\'Regional Office Name\',u\'description\': u\'The name given to a geographical region by NHS England. Each region supports local systems to provide more joined up and care for patients.\',u\'name\': u\'REGIONAL_OFFICE_NAME\', u\'type\': u\'string\', u\'format\': u\'default\'},{u\'title\': u\'Regional Office Code\',u\'description\': u\'The unique code used to refer to a Regional Office.\',u\'name\': u\'REGIONAL_OFFICE_CODE\', u\'type\': u\'string\', u\'format\': u\'default\'},{u\'title\': u\'Integrated Care Board (ICB) Name\',u\'description\': u\'The name given to a geographical statutory organisation by NHS England that is a smaller division of a Region.\',u\'name\': u\'ICB_NAME\', u\'type\': u\'string\', u\'format\': u\'default\'},{u\'title\': u\'Integrated Care Board (ICB) Code\',u\'description\': u\'The unique code used to refer to an ICB.\',u\'name\': u\'ICB_CODE\', u\'type\': u\'string\', u\'format\': u\'default\'},{u\'title\': u\'Primary Care Organisation Name\',u\'description\': u\'An NHS organisation that commissions or provides care services involving prescriptions that are dispensed in the community. For example: a Sub Integrated Care Board Location (SICBL), an NHS Trust.\',u\'name\': u\'PCO_NAME\', u\'type\': u\'string\', u\'format\': u\'default\'},{u\'title\': u\'Primary Care Organisation Code\',u\'description\': u\'The unique code used to refer to a Primary Care Organisation.\',u\'name\': u\'PCO_CODE\', u\'type\': u\'string\', u\'format\': u\'default\'},{u\'title\': u\'Practice Name\',u\'description\': u\'The name of an organisation that employs one or more prescribers who issue prescriptions that may be dispensed in the community. For example:a GP Practice, an Out-of-Hours service, a hospital department within an NHS Trust.\',u\'name\': u\'PRACTICE_NAME\', u\'type\': u\'string\', u\'format\': u\'default\'},{u\'title\': u\'Practice Code\',u\'description\': u\'The unique code used to refer to a Practice.\',u\'name\': u\'PRACTICE_CODE\', u\'type\': u\'string\', u\'format\': u\'default\'},{u\'title\': u\'Address Field 1\',u\'description\': u\'The Address used by a Practice. This data is supplied by Primary Care Support England (PSCE), NHS England ICBs or the SICBL, whenever a new practice is opened or if a change of details is required.\',u\'name\': u\'ADDRESS_1\', u\'type\': u\'string\', u\'format\': u\'default\'},{u\'title\': u\'Address Field 2\',u\'description\': u\'The Address used by a Practice. This data is supplied by Primary Care Support England (PSCE), NHS England ICBs or the SICBL, whenever a new practice is opened or if a change of details is required.\',u\'name\': u\'ADDRESS_2\', u\'type\': u\'string\', u\'format\': u\'default\'},{u\'title\': u\'Address Field 3\',u\'description\': u\'The Address used by a Practice. This data is supplied by Primary Care Support England (PSCE), NHS England ICBs or the SICBL, whenever a new practice is opened or if a change of details is required.\',u\'name\': u\'ADDRESS_3\', u\'type\': u\'string\', u\'format\': u\'default\'},{u\'title\': u\'Address Field 4\',u\'description\': u\'The Address used by a Practice. This data is supplied by Primary Care Support England (PSCE), NHS England ICBs or the SICBL, whenever a new practice is opened or if a change of details is required.\',u\'name\': u\'ADDRESS_4\', u\'type\': u\'string\', u\'format\': u\'default\'},{u\'title\': u\'Post Code\',u\'description\': u\'The Address used by a Practice. This data is supplied by Primary Care Support England (PSCE), NHS England ICBs or the SICBL, whenever a new practice is opened or if a change of details is required.\',u\'name\': u\'POSTCODE\', u\'type\': u\'string\', u\'format\': u\'default\'},{u\'title\': u\'British National Formulary (BNF) Chemical Substance Code\',u\'description\': u\'A unique code used to refer to a BNF Chemical Substance.For example, 0501013B0\',u\'name\': u\'BNF_CHEMICAL_SUBSTANCE\', u\'type\': u\'string\', u\'format\': u\'default\'},{u\'title\': u\'British National Formulary (BNF) Chemical Substance Description\',u\'description\': u\'The name of the main active ingredient in a drug or the type of an appliance. Determined by the British National Formulatory (BNF) for drugs, or the NHS BSA for appliances. For example, Amoxicillin\',u\'name\': u\'CHEMICAL_SUBSTANCE_BNF_DESCR\', u\'type\': u\'string\', u\'format\': u\'default\'},{u\'title\': u\'British National Formulary (BNF) Code\',u\'description\': u\'The unique code used to refer to a BNF Presentation. For example, 0501013B0AAABAB\',u\'name\': u\'BNF_CODE\', u\'type\': u\'string\', u\'format\': u\'default\'},{u\'title\': u\'British National Formulary (BNF) Description\',u\'description\': u\'The name given to the specific type, strength, and formulation of a drug; or, the specific type of an appliance. For example, Amoxicillin 500mg capsules\',u\'name\': u\'BNF_DESCRIPTION\', u\'type\': u\'string\', u\'format\': u\'default\'},{u\'title\': u\'British National Formulary (BNF) Description\',u\'description\': u\'The name given to a British National Formulatory (BNF) Chapter that includes the prescribed product. Includes the numerical code used to refer to the chapter.For example, 05: Infections\',u\'name\': u\'BNF_CHAPTER_PLUS_CODE\', u\'type\': u\'string\', u\'format\': u\'default\'},{u\'title\': u\'Quantity\',u\'description\': u\'The quantity of a medicine, dressing or appliance for which an individual item was prescribed and dispensed, for each BNF Presentation. This represents a pseudo pack size, to illustrate the typical range of prescribed quantities of a given presentation. For example, a quantity of 28 for Amoxicillin 500mg capsules means that the pack size dispensed was 28 capsules.\',u\'name\': u\'QUANTITY\', u\'type\': u\'number\', u\'format\': u\'default\'},{u\'title\': u\'Items\',u\'description\': u\'The number of times a product appears on a prescription form. Prescription forms include both paper prescriptions and electronic messages.\',u\'name\': u\'ITEMS\', u\'type\': u\'number\', u\'format\': u\'default\'},{u\'title\': u\'Total Quantity\',u\'description\': u\'The total quantity of a drug or appliance that was prescribed.This is calculated by multiplying Quantity by Items. For example, if 2 items of Amoxicillin 500mg capsules with a quantity of 28 were prescribed, total quantity will be 56.\',u\'name\': u\'TOTAL_QUANTITY\', u\'type\': u\'number\', u\'format\': u\'default\'},{u\'title\': u\'Average Daily Quantity (ADQ)\',u\'description\': u\'Average Daily Quantity (ADQ) is the typical daily dose of a medication, prescribed to adult patients by GP Practices.This field shows the quantity prescribed multiplied by the strength, which is then divided by the Average Daily Quantity value.\',u\'name\': u\'ADQUSAGE\', u\'type\': u\'number\', u\'format\': u\'default\'},{u\'title\': u\'Net Ingredient Cost (NIC)\',u\'description\': u\'In GBP. The amount that would be paid using the basic price of the prescribed drug or appliance and the quantity prescribed.Sometimes called the "Net Ingredient Cost" (NIC).The basic price is given either in the Drug Tariff or is determined from prices published by manufacturers, wholesalers or suppliers. Basic price is set out in Parts 8 and 9 of the Drug Tariff. For any drugs or appliances not in Part 8, the price is usually taken from the manufacturer, wholesaler or supplier of the product.\',u\'name\': u\'NIC\', u\'type\': u\'number\', u\'format\': u\'default\'},{u\'title\': u\'Actual Cost\',u\'description\': u\'In GBP. The basic cost after adjustment for the national average discount and some payments to the dispenser.See notes for details of the calculation. The calculation is:Net Ingredient Cost - National Average Discount Percentage + (payment for consumables + out of pocket expenses + payment for containers)\',u\'name\': u\'ACTUAL_COST\', u\'type\': u\'number\', u\'format\': u\'default\'},{u\'title\': u\'Unidentified\',u\'description\': u\'This field shows data from prescription forms that could not be allocated to a Practice. Please see the guidance notes for a more detailed explanation of this field, and its uses.\',u\'name\': u\'UNIDENTIFIED\', u\'type\': u\'string\', u\'format\': u\'default\'},{u\'title\': u\'Presentation SNOMED code\',u\'description\': u\'A SNOMED CT (Systemised Nomenclature of Medicine Clinical Terms) is a clinical vocabulary readable by computers. The SNOMED code contained within the data is a unique identifier for each Medicinal Product (both VMP and AMP level). The identifier will not be re-used and or allocated to another presentation.\',u\'name\': u\'SNOMED_CODE\', u\'type\': u\'number\', u\'format\': u\'default\'}], u\'missingValues\': [u\'\']}', 'bq_table_name': 'EPD_SNOMED_202212', 'hash': '0a2244cca47ff531e5d9c15ac2c0a97593e670c37cee0e99ff162891539da372', 'description': '', 'format': 'CSV', 'mimetype_inner': None, 'url_type': 'upload', 'mimetype': 'text/csv', 'cache_url': None, 'name': 'EPD_SNOMED_202212', 'created': '2023-02-17T14:34:24.173899', 'url': 'https://opendata.nhsbsa.net/dataset/906115a6-4155-44be-8b81-f8e83cebfb84/resource/1bbb5c17-f4d8-420f-99e1-eee62f89d695/download/epd_snomed_202212.csv', 'last_modified': '2023-02-17T14:34:23.961789', 'position': 25, 'revision_id': '2fe97bd3-5718-4aa7-8648-d3dfb2a9760d', 'resource_type': None}, {'cache_last_updated': None, 'package_id': '906115a6-4155-44be-8b81-f8e83cebfb84', 'datastore_active': 'true', 'id': '3c10b73c-a9ea-4896-b7d2-54ca1ca0690f', 'size': 7170413889, 'title': 'English Prescribing Dataset (EPD) with SNOMED code - Jan 2023', 'restricted': '{level: public}', 'encoding': 'utf8', 'state': 'active', 'sha256': '9c69bc04bd57bb68fc5a7425516546cc4cc0c22717a18b4fb876587a3b1694eb', 'zip_url': 'https://storage.googleapis.com/dx-nhs-production/DATOPIAN_DATA/EPD_SNOMED_202301.ZIP', 'lfs_prefix': 'experimental-data-sets/english-prescribing-dataset-epd-with-snomed-code', 'schema': '{u\'fields\': [{u\'title\': u\'Year and Month as YYYYMM\',u\'description\': u\'Example: 201401\',u\'name\': u\'YEAR_MONTH\', u\'type\': u\'number\', u\'format\': u\'default\'},{u\'title\': u\'Regional Office Name\',u\'description\': u\'The name given to a geographical region by NHS England. Each region supports local systems to provide more joined up and care for patients.\',u\'name\': u\'REGIONAL_OFFICE_NAME\', u\'type\': u\'string\', u\'format\': u\'default\'},{u\'title\': u\'Regional Office Code\',u\'description\': u\'The unique code used to refer to a Regional Office.\',u\'name\': u\'REGIONAL_OFFICE_CODE\', u\'type\': u\'string\', u\'format\': u\'default\'},{u\'title\': u\'Integrated Care Board (ICB) Name\',u\'description\': u\'The name given to a geographical statutory organisation by NHS England that is a smaller division of a Region.\',u\'name\': u\'ICB_NAME\', u\'type\': u\'string\', u\'format\': u\'default\'},{u\'title\': u\'Integrated Care Board (ICB) Code\',u\'description\': u\'The unique code used to refer to an ICB.\',u\'name\': u\'ICB_CODE\', u\'type\': u\'string\', u\'format\': u\'default\'},{u\'title\': u\'Primary Care Organisation Name\',u\'description\': u\'An NHS organisation that commissions or provides care services involving prescriptions that are dispensed in the community. For example: a Sub Integrated Care Board Location (SICBL), an NHS Trust.\',u\'name\': u\'PCO_NAME\', u\'type\': u\'string\', u\'format\': u\'default\'},{u\'title\': u\'Primary Care Organisation Code\',u\'description\': u\'The unique code used to refer to a Primary Care Organisation.\',u\'name\': u\'PCO_CODE\', u\'type\': u\'string\', u\'format\': u\'default\'},{u\'title\': u\'Practice Name\',u\'description\': u\'The name of an organisation that employs one or more prescribers who issue prescriptions that may be dispensed in the community. For example:a GP Practice, an Out-of-Hours service, a hospital department within an NHS Trust.\',u\'name\': u\'PRACTICE_NAME\', u\'type\': u\'string\', u\'format\': u\'default\'},{u\'title\': u\'Practice Code\',u\'description\': u\'The unique code used to refer to a Practice.\',u\'name\': u\'PRACTICE_CODE\', u\'type\': u\'string\', u\'format\': u\'default\'},{u\'title\': u\'Address Field 1\',u\'description\': u\'The Address used by a Practice. This data is supplied by Primary Care Support England (PSCE), NHS England ICBs or the SICBL, whenever a new practice is opened or if a change of details is required.\',u\'name\': u\'ADDRESS_1\', u\'type\': u\'string\', u\'format\': u\'default\'},{u\'title\': u\'Address Field 2\',u\'description\': u\'The Address used by a Practice. This data is supplied by Primary Care Support England (PSCE), NHS England ICBs or the SICBL, whenever a new practice is opened or if a change of details is required.\',u\'name\': u\'ADDRESS_2\', u\'type\': u\'string\', u\'format\': u\'default\'},{u\'title\': u\'Address Field 3\',u\'description\': u\'The Address used by a Practice. This data is supplied by Primary Care Support England (PSCE), NHS England ICBs or the SICBL, whenever a new practice is opened or if a change of details is required.\',u\'name\': u\'ADDRESS_3\', u\'type\': u\'string\', u\'format\': u\'default\'},{u\'title\': u\'Address Field 4\',u\'description\': u\'The Address used by a Practice. This data is supplied by Primary Care Support England (PSCE), NHS England ICBs or the SICBL, whenever a new practice is opened or if a change of details is required.\',u\'name\': u\'ADDRESS_4\', u\'type\': u\'string\', u\'format\': u\'default\'},{u\'title\': u\'Post Code\',u\'description\': u\'The Address used by a Practice. This data is supplied by Primary Care Support England (PSCE), NHS England ICBs or the SICBL, whenever a new practice is opened or if a change of details is required.\',u\'name\': u\'POSTCODE\', u\'type\': u\'string\', u\'format\': u\'default\'},{u\'title\': u\'British National Formulary (BNF) Chemical Substance Code\',u\'description\': u\'A unique code used to refer to a BNF Chemical Substance.For example, 0501013B0\',u\'name\': u\'BNF_CHEMICAL_SUBSTANCE\', u\'type\': u\'string\', u\'format\': u\'default\'},{u\'title\': u\'British National Formulary (BNF) Chemical Substance Description\',u\'description\': u\'The name of the main active ingredient in a drug or the type of an appliance. Determined by the British National Formulatory (BNF) for drugs, or the NHS BSA for appliances. For example, Amoxicillin\',u\'name\': u\'CHEMICAL_SUBSTANCE_BNF_DESCR\', u\'type\': u\'string\', u\'format\': u\'default\'},{u\'title\': u\'British National Formulary (BNF) Code\',u\'description\': u\'The unique code used to refer to a BNF Presentation. For example, 0501013B0AAABAB\',u\'name\': u\'BNF_CODE\', u\'type\': u\'string\', u\'format\': u\'default\'},{u\'title\': u\'British National Formulary (BNF) Description\',u\'description\': u\'The name given to the specific type, strength, and formulation of a drug; or, the specific type of an appliance. For example, Amoxicillin 500mg capsules\',u\'name\': u\'BNF_DESCRIPTION\', u\'type\': u\'string\', u\'format\': u\'default\'},{u\'title\': u\'British National Formulary (BNF) Description\',u\'description\': u\'The name given to a British National Formulatory (BNF) Chapter that includes the prescribed product. Includes the numerical code used to refer to the chapter.For example, 05: Infections\',u\'name\': u\'BNF_CHAPTER_PLUS_CODE\', u\'type\': u\'string\', u\'format\': u\'default\'},{u\'title\': u\'Quantity\',u\'description\': u\'The quantity of a medicine, dressing or appliance for which an individual item was prescribed and dispensed, for each BNF Presentation. This represents a pseudo pack size, to illustrate the typical range of prescribed quantities of a given presentation. For example, a quantity of 28 for Amoxicillin 500mg capsules means that the pack size dispensed was 28 capsules.\',u\'name\': u\'QUANTITY\', u\'type\': u\'number\', u\'format\': u\'default\'},{u\'title\': u\'Items\',u\'description\': u\'The number of times a product appears on a prescription form. Prescription forms include both paper prescriptions and electronic messages.\',u\'name\': u\'ITEMS\', u\'type\': u\'number\', u\'format\': u\'default\'},{u\'title\': u\'Total Quantity\',u\'description\': u\'The total quantity of a drug or appliance that was prescribed.This is calculated by multiplying Quantity by Items. For example, if 2 items of Amoxicillin 500mg capsules with a quantity of 28 were prescribed, total quantity will be 56.\',u\'name\': u\'TOTAL_QUANTITY\', u\'type\': u\'number\', u\'format\': u\'default\'},{u\'title\': u\'Average Daily Quantity (ADQ)\',u\'description\': u\'Average Daily Quantity (ADQ) is the typical daily dose of a medication, prescribed to adult patients by GP Practices.This field shows the quantity prescribed multiplied by the strength, which is then divided by the Average Daily Quantity value.\',u\'name\': u\'ADQUSAGE\', u\'type\': u\'number\', u\'format\': u\'default\'},{u\'title\': u\'Net Ingredient Cost (NIC)\',u\'description\': u\'In GBP. The amount that would be paid using the basic price of the prescribed drug or appliance and the quantity prescribed.Sometimes called the "Net Ingredient Cost" (NIC).The basic price is given either in the Drug Tariff or is determined from prices published by manufacturers, wholesalers or suppliers. Basic price is set out in Parts 8 and 9 of the Drug Tariff. For any drugs or appliances not in Part 8, the price is usually taken from the manufacturer, wholesaler or supplier of the product.\',u\'name\': u\'NIC\', u\'type\': u\'number\', u\'format\': u\'default\'},{u\'title\': u\'Actual Cost\',u\'description\': u\'In GBP. The basic cost after adjustment for the national average discount and some payments to the dispenser.See notes for details of the calculation. The calculation is:Net Ingredient Cost - National Average Discount Percentage + (payment for consumables + out of pocket expenses + payment for containers)\',u\'name\': u\'ACTUAL_COST\', u\'type\': u\'number\', u\'format\': u\'default\'},{u\'title\': u\'Unidentified\',u\'description\': u\'This field shows data from prescription forms that could not be allocated to a Practice. Please see the guidance notes for a more detailed explanation of this field, and its uses.\',u\'name\': u\'UNIDENTIFIED\', u\'type\': u\'string\', u\'format\': u\'default\'},{u\'title\': u\'Presentation SNOMED code\',u\'description\': u\'A SNOMED CT (Systemised Nomenclature of Medicine Clinical Terms) is a clinical vocabulary readable by computers. The SNOMED code contained within the data is a unique identifier for each Medicinal Product (both VMP and AMP level). The identifier will not be re-used and or allocated to another presentation.\',u\'name\': u\'SNOMED_CODE\', u\'type\': u\'number\', u\'format\': u\'default\'}], u\'missingValues\': [u\'\']}', 'bq_table_name': 'EPD_SNOMED_202301', 'hash': '9c69bc04bd57bb68fc5a7425516546cc4cc0c22717a18b4fb876587a3b1694eb', 'description': '', 'format': 'CSV', 'mimetype_inner': None, 'url_type': 'upload', 'mimetype': 'text/csv', 'cache_url': None, 'name': 'EPD_SNOMED_202301', 'created': '2023-03-21T17:08:49.882709', 'url': 'https://opendata.nhsbsa.net/dataset/906115a6-4155-44be-8b81-f8e83cebfb84/resource/3c10b73c-a9ea-4896-b7d2-54ca1ca0690f/download/epd_snomed_202301.csv', 'last_modified': '2023-03-21T17:08:49.732393', 'position': 26, 'revision_id': '45458a35-602a-4fa0-8c4b-98fabc59e05d', 'resource_type': None}, {'cache_last_updated': None, 'package_id': '906115a6-4155-44be-8b81-f8e83cebfb84', 'datastore_active': 'true', 'id': '0c8a9186-d1e6-4c7a-9f20-80540cdcab2e', 'size': 6925972926, 'title': 'English Prescribing Dataset (EPD) with SNOMED code - Feb 2023', 'restricted': '{level: public}', 'encoding': 'utf8', 'state': 'active', 'sha256': 'c4e2b9f7df5e8fae3fb6cd86d4411afca71f09a20d08ca03aff55bb980d5fcab', 'zip_url': 'https://storage.googleapis.com/dx-nhs-production/DATOPIAN_DATA/EPD_SNOMED_202302.ZIP', 'lfs_prefix': 'experimental-data-sets/english-prescribing-dataset-epd-with-snomed-code', 'schema': '{u\'fields\': [{u\'title\': u\'Year and Month as YYYYMM\',u\'description\': u\'Example: 201401\',u\'name\': u\'YEAR_MONTH\', u\'type\': u\'number\', u\'format\': u\'default\'},{u\'title\': u\'Regional Office Name\',u\'description\': u\'The name given to a geographical region by NHS England. Each region supports local systems to provide more joined up and care for patients.\',u\'name\': u\'REGIONAL_OFFICE_NAME\', u\'type\': u\'string\', u\'format\': u\'default\'},{u\'title\': u\'Regional Office Code\',u\'description\': u\'The unique code used to refer to a Regional Office.\',u\'name\': u\'REGIONAL_OFFICE_CODE\', u\'type\': u\'string\', u\'format\': u\'default\'},{u\'title\': u\'Integrated Care Board (ICB) Name\',u\'description\': u\'The name given to a geographical statutory organisation by NHS England that is a smaller division of a Region.\',u\'name\': u\'ICB_NAME\', u\'type\': u\'string\', u\'format\': u\'default\'},{u\'title\': u\'Integrated Care Board (ICB) Code\',u\'description\': u\'The unique code used to refer to an ICB.\',u\'name\': u\'ICB_CODE\', u\'type\': u\'string\', u\'format\': u\'default\'},{u\'title\': u\'Primary Care Organisation Name\',u\'description\': u\'An NHS organisation that commissions or provides care services involving prescriptions that are dispensed in the community. For example: a Sub Integrated Care Board Location (SICBL), an NHS Trust.\',u\'name\': u\'PCO_NAME\', u\'type\': u\'string\', u\'format\': u\'default\'},{u\'title\': u\'Primary Care Organisation Code\',u\'description\': u\'The unique code used to refer to a Primary Care Organisation.\',u\'name\': u\'PCO_CODE\', u\'type\': u\'string\', u\'format\': u\'default\'},{u\'title\': u\'Practice Name\',u\'description\': u\'The name of an organisation that employs one or more prescribers who issue prescriptions that may be dispensed in the community. For example:a GP Practice, an Out-of-Hours service, a hospital department within an NHS Trust.\',u\'name\': u\'PRACTICE_NAME\', u\'type\': u\'string\', u\'format\': u\'default\'},{u\'title\': u\'Practice Code\',u\'description\': u\'The unique code used to refer to a Practice.\',u\'name\': u\'PRACTICE_CODE\', u\'type\': u\'string\', u\'format\': u\'default\'},{u\'title\': u\'Address Field 1\',u\'description\': u\'The Address used by a Practice. This data is supplied by Primary Care Support England (PSCE), NHS England ICBs or the SICBL, whenever a new practice is opened or if a change of details is required.\',u\'name\': u\'ADDRESS_1\', u\'type\': u\'string\', u\'format\': u\'default\'},{u\'title\': u\'Address Field 2\',u\'description\': u\'The Address used by a Practice. This data is supplied by Primary Care Support England (PSCE), NHS England ICBs or the SICBL, whenever a new practice is opened or if a change of details is required.\',u\'name\': u\'ADDRESS_2\', u\'type\': u\'string\', u\'format\': u\'default\'},{u\'title\': u\'Address Field 3\',u\'description\': u\'The Address used by a Practice. This data is supplied by Primary Care Support England (PSCE), NHS England ICBs or the SICBL, whenever a new practice is opened or if a change of details is required.\',u\'name\': u\'ADDRESS_3\', u\'type\': u\'string\', u\'format\': u\'default\'},{u\'title\': u\'Address Field 4\',u\'description\': u\'The Address used by a Practice. This data is supplied by Primary Care Support England (PSCE), NHS England ICBs or the SICBL, whenever a new practice is opened or if a change of details is required.\',u\'name\': u\'ADDRESS_4\', u\'type\': u\'string\', u\'format\': u\'default\'},{u\'title\': u\'Post Code\',u\'description\': u\'The Address used by a Practice. This data is supplied by Primary Care Support England (PSCE), NHS England ICBs or the SICBL, whenever a new practice is opened or if a change of details is required.\',u\'name\': u\'POSTCODE\', u\'type\': u\'string\', u\'format\': u\'default\'},{u\'title\': u\'British National Formulary (BNF) Chemical Substance Code\',u\'description\': u\'A unique code used to refer to a BNF Chemical Substance.For example, 0501013B0\',u\'name\': u\'BNF_CHEMICAL_SUBSTANCE\', u\'type\': u\'string\', u\'format\': u\'default\'},{u\'title\': u\'British National Formulary (BNF) Chemical Substance Description\',u\'description\': u\'The name of the main active ingredient in a drug or the type of an appliance. Determined by the British National Formulatory (BNF) for drugs, or the NHS BSA for appliances. For example, Amoxicillin\',u\'name\': u\'CHEMICAL_SUBSTANCE_BNF_DESCR\', u\'type\': u\'string\', u\'format\': u\'default\'},{u\'title\': u\'British National Formulary (BNF) Code\',u\'description\': u\'The unique code used to refer to a BNF Presentation. For example, 0501013B0AAABAB\',u\'name\': u\'BNF_CODE\', u\'type\': u\'string\', u\'format\': u\'default\'},{u\'title\': u\'British National Formulary (BNF) Description\',u\'description\': u\'The name given to the specific type, strength, and formulation of a drug; or, the specific type of an appliance. For example, Amoxicillin 500mg capsules\',u\'name\': u\'BNF_DESCRIPTION\', u\'type\': u\'string\', u\'format\': u\'default\'},{u\'title\': u\'British National Formulary (BNF) Description\',u\'description\': u\'The name given to a British National Formulatory (BNF) Chapter that includes the prescribed product. Includes the numerical code used to refer to the chapter.For example, 05: Infections\',u\'name\': u\'BNF_CHAPTER_PLUS_CODE\', u\'type\': u\'string\', u\'format\': u\'default\'},{u\'title\': u\'Quantity\',u\'description\': u\'The quantity of a medicine, dressing or appliance for which an individual item was prescribed and dispensed, for each BNF Presentation. This represents a pseudo pack size, to illustrate the typical range of prescribed quantities of a given presentation. For example, a quantity of 28 for Amoxicillin 500mg capsules means that the pack size dispensed was 28 capsules.\',u\'name\': u\'QUANTITY\', u\'type\': u\'number\', u\'format\': u\'default\'},{u\'title\': u\'Items\',u\'description\': u\'The number of times a product appears on a prescription form. Prescription forms include both paper prescriptions and electronic messages.\',u\'name\': u\'ITEMS\', u\'type\': u\'number\', u\'format\': u\'default\'},{u\'title\': u\'Total Quantity\',u\'description\': u\'The total quantity of a drug or appliance that was prescribed.This is calculated by multiplying Quantity by Items. For example, if 2 items of Amoxicillin 500mg capsules with a quantity of 28 were prescribed, total quantity will be 56.\',u\'name\': u\'TOTAL_QUANTITY\', u\'type\': u\'number\', u\'format\': u\'default\'},{u\'title\': u\'Average Daily Quantity (ADQ)\',u\'description\': u\'Average Daily Quantity (ADQ) is the typical daily dose of a medication, prescribed to adult patients by GP Practices.This field shows the quantity prescribed multiplied by the strength, which is then divided by the Average Daily Quantity value.\',u\'name\': u\'ADQUSAGE\', u\'type\': u\'number\', u\'format\': u\'default\'},{u\'title\': u\'Net Ingredient Cost (NIC)\',u\'description\': u\'In GBP. The amount that would be paid using the basic price of the prescribed drug or appliance and the quantity prescribed.Sometimes called the "Net Ingredient Cost" (NIC).The basic price is given either in the Drug Tariff or is determined from prices published by manufacturers, wholesalers or suppliers. Basic price is set out in Parts 8 and 9 of the Drug Tariff. For any drugs or appliances not in Part 8, the price is usually taken from the manufacturer, wholesaler or supplier of the product.\',u\'name\': u\'NIC\', u\'type\': u\'number\', u\'format\': u\'default\'},{u\'title\': u\'Actual Cost\',u\'description\': u\'In GBP. The basic cost after adjustment for the national average discount and some payments to the dispenser.See notes for details of the calculation. The calculation is:Net Ingredient Cost - National Average Discount Percentage + (payment for consumables + out of pocket expenses + payment for containers)\',u\'name\': u\'ACTUAL_COST\', u\'type\': u\'number\', u\'format\': u\'default\'},{u\'title\': u\'Unidentified\',u\'description\': u\'This field shows data from prescription forms that could not be allocated to a Practice. Please see the guidance notes for a more detailed explanation of this field, and its uses.\',u\'name\': u\'UNIDENTIFIED\', u\'type\': u\'string\', u\'format\': u\'default\'},{u\'title\': u\'Presentation SNOMED code\',u\'description\': u\'A SNOMED CT (Systemised Nomenclature of Medicine Clinical Terms) is a clinical vocabulary readable by computers. The SNOMED code contained within the data is a unique identifier for each Medicinal Product (both VMP and AMP level). The identifier will not be re-used and or allocated to another presentation.\',u\'name\': u\'SNOMED_CODE\', u\'type\': u\'number\', u\'format\': u\'default\'}], u\'missingValues\': [u\'\']}', 'bq_table_name': 'EPD_SNOMED_202302', 'hash': 'c4e2b9f7df5e8fae3fb6cd86d4411afca71f09a20d08ca03aff55bb980d5fcab', 'description': '', 'format': 'CSV', 'mimetype_inner': None, 'url_type': 'upload', 'mimetype': 'text/csv', 'cache_url': None, 'name': 'EPD_SNOMED_202302', 'created': '2023-04-17T17:13:08.048756', 'url': 'https://opendata.nhsbsa.net/dataset/906115a6-4155-44be-8b81-f8e83cebfb84/resource/0c8a9186-d1e6-4c7a-9f20-80540cdcab2e/download/epd_snomed_202302.csv', 'last_modified': '2023-04-17T17:13:07.892513', 'position': 27, 'revision_id': 'e493c62b-9c65-4ed2-8beb-653a78f11c23', 'resource_type': None}, {'cache_last_updated': None, 'package_id': '906115a6-4155-44be-8b81-f8e83cebfb84', 'datastore_active': 'true', 'id': '38fae90e-67b4-41f9-9d2e-714e040b699f', 'size': 7304478241, 'title': 'English Prescribing Dataset (EPD) with SNOMED code - Mar 2023', 'restricted': '{level: public}', 'encoding': 'utf8', 'state': 'active', 'sha256': '90126ca7c5ad6ebfedbb7b6f8e88ae8c1344d65c814b6a8774896dca1dc94422', 'zip_url': 'https://storage.googleapis.com/dx-nhs-production/DATOPIAN_DATA/EPD_SNOMED_202303.ZIP', 'lfs_prefix': 'experimental-data-sets/english-prescribing-dataset-epd-with-snomed-code', 'schema': '{u\'fields\': [{u\'title\': u\'Year and Month as YYYYMM\',u\'description\': u\'Example: 201401\',u\'name\': u\'YEAR_MONTH\', u\'type\': u\'number\', u\'format\': u\'default\'},{u\'title\': u\'Regional Office Name\',u\'description\': u\'The name given to a geographical region by NHS England. Each region supports local systems to provide more joined up and care for patients.\',u\'name\': u\'REGIONAL_OFFICE_NAME\', u\'type\': u\'string\', u\'format\': u\'default\'},{u\'title\': u\'Regional Office Code\',u\'description\': u\'The unique code used to refer to a Regional Office.\',u\'name\': u\'REGIONAL_OFFICE_CODE\', u\'type\': u\'string\', u\'format\': u\'default\'},{u\'title\': u\'Integrated Care Board (ICB) Name\',u\'description\': u\'The name given to a geographical statutory organisation by NHS England that is a smaller division of a Region.\',u\'name\': u\'ICB_NAME\', u\'type\': u\'string\', u\'format\': u\'default\'},{u\'title\': u\'Integrated Care Board (ICB) Code\',u\'description\': u\'The unique code used to refer to an ICB.\',u\'name\': u\'ICB_CODE\', u\'type\': u\'string\', u\'format\': u\'default\'},{u\'title\': u\'Primary Care Organisation Name\',u\'description\': u\'An NHS organisation that commissions or provides care services involving prescriptions that are dispensed in the community. For example: a Sub Integrated Care Board Location (SICBL), an NHS Trust.\',u\'name\': u\'PCO_NAME\', u\'type\': u\'string\', u\'format\': u\'default\'},{u\'title\': u\'Primary Care Organisation Code\',u\'description\': u\'The unique code used to refer to a Primary Care Organisation.\',u\'name\': u\'PCO_CODE\', u\'type\': u\'string\', u\'format\': u\'default\'},{u\'title\': u\'Practice Name\',u\'description\': u\'The name of an organisation that employs one or more prescribers who issue prescriptions that may be dispensed in the community. For example:a GP Practice, an Out-of-Hours service, a hospital department within an NHS Trust.\',u\'name\': u\'PRACTICE_NAME\', u\'type\': u\'string\', u\'format\': u\'default\'},{u\'title\': u\'Practice Code\',u\'description\': u\'The unique code used to refer to a Practice.\',u\'name\': u\'PRACTICE_CODE\', u\'type\': u\'string\', u\'format\': u\'default\'},{u\'title\': u\'Address Field 1\',u\'description\': u\'The Address used by a Practice. This data is supplied by Primary Care Support England (PSCE), NHS England ICBs or the SICBL, whenever a new practice is opened or if a change of details is required.\',u\'name\': u\'ADDRESS_1\', u\'type\': u\'string\', u\'format\': u\'default\'},{u\'title\': u\'Address Field 2\',u\'description\': u\'The Address used by a Practice. This data is supplied by Primary Care Support England (PSCE), NHS England ICBs or the SICBL, whenever a new practice is opened or if a change of details is required.\',u\'name\': u\'ADDRESS_2\', u\'type\': u\'string\', u\'format\': u\'default\'},{u\'title\': u\'Address Field 3\',u\'description\': u\'The Address used by a Practice. This data is supplied by Primary Care Support England (PSCE), NHS England ICBs or the SICBL, whenever a new practice is opened or if a change of details is required.\',u\'name\': u\'ADDRESS_3\', u\'type\': u\'string\', u\'format\': u\'default\'},{u\'title\': u\'Address Field 4\',u\'description\': u\'The Address used by a Practice. This data is supplied by Primary Care Support England (PSCE), NHS England ICBs or the SICBL, whenever a new practice is opened or if a change of details is required.\',u\'name\': u\'ADDRESS_4\', u\'type\': u\'string\', u\'format\': u\'default\'},{u\'title\': u\'Post Code\',u\'description\': u\'The Address used by a Practice. This data is supplied by Primary Care Support England (PSCE), NHS England ICBs or the SICBL, whenever a new practice is opened or if a change of details is required.\',u\'name\': u\'POSTCODE\', u\'type\': u\'string\', u\'format\': u\'default\'},{u\'title\': u\'British National Formulary (BNF) Chemical Substance Code\',u\'description\': u\'A unique code used to refer to a BNF Chemical Substance.For example, 0501013B0\',u\'name\': u\'BNF_CHEMICAL_SUBSTANCE\', u\'type\': u\'string\', u\'format\': u\'default\'},{u\'title\': u\'British National Formulary (BNF) Chemical Substance Description\',u\'description\': u\'The name of the main active ingredient in a drug or the type of an appliance. Determined by the British National Formulatory (BNF) for drugs, or the NHS BSA for appliances. For example, Amoxicillin\',u\'name\': u\'CHEMICAL_SUBSTANCE_BNF_DESCR\', u\'type\': u\'string\', u\'format\': u\'default\'},{u\'title\': u\'British National Formulary (BNF) Code\',u\'description\': u\'The unique code used to refer to a BNF Presentation. For example, 0501013B0AAABAB\',u\'name\': u\'BNF_CODE\', u\'type\': u\'string\', u\'format\': u\'default\'},{u\'title\': u\'British National Formulary (BNF) Description\',u\'description\': u\'The name given to the specific type, strength, and formulation of a drug; or, the specific type of an appliance. For example, Amoxicillin 500mg capsules\',u\'name\': u\'BNF_DESCRIPTION\', u\'type\': u\'string\', u\'format\': u\'default\'},{u\'title\': u\'British National Formulary (BNF) Description\',u\'description\': u\'The name given to a British National Formulatory (BNF) Chapter that includes the prescribed product. Includes the numerical code used to refer to the chapter.For example, 05: Infections\',u\'name\': u\'BNF_CHAPTER_PLUS_CODE\', u\'type\': u\'string\', u\'format\': u\'default\'},{u\'title\': u\'Quantity\',u\'description\': u\'The quantity of a medicine, dressing or appliance for which an individual item was prescribed and dispensed, for each BNF Presentation. This represents a pseudo pack size, to illustrate the typical range of prescribed quantities of a given presentation. For example, a quantity of 28 for Amoxicillin 500mg capsules means that the pack size dispensed was 28 capsules.\',u\'name\': u\'QUANTITY\', u\'type\': u\'number\', u\'format\': u\'default\'},{u\'title\': u\'Items\',u\'description\': u\'The number of times a product appears on a prescription form. Prescription forms include both paper prescriptions and electronic messages.\',u\'name\': u\'ITEMS\', u\'type\': u\'number\', u\'format\': u\'default\'},{u\'title\': u\'Total Quantity\',u\'description\': u\'The total quantity of a drug or appliance that was prescribed.This is calculated by multiplying Quantity by Items. For example, if 2 items of Amoxicillin 500mg capsules with a quantity of 28 were prescribed, total quantity will be 56.\',u\'name\': u\'TOTAL_QUANTITY\', u\'type\': u\'number\', u\'format\': u\'default\'},{u\'title\': u\'Average Daily Quantity (ADQ)\',u\'description\': u\'Average Daily Quantity (ADQ) is the typical daily dose of a medication, prescribed to adult patients by GP Practices.This field shows the quantity prescribed multiplied by the strength, which is then divided by the Average Daily Quantity value.\',u\'name\': u\'ADQUSAGE\', u\'type\': u\'number\', u\'format\': u\'default\'},{u\'title\': u\'Net Ingredient Cost (NIC)\',u\'description\': u\'In GBP. The amount that would be paid using the basic price of the prescribed drug or appliance and the quantity prescribed.Sometimes called the "Net Ingredient Cost" (NIC).The basic price is given either in the Drug Tariff or is determined from prices published by manufacturers, wholesalers or suppliers. Basic price is set out in Parts 8 and 9 of the Drug Tariff. For any drugs or appliances not in Part 8, the price is usually taken from the manufacturer, wholesaler or supplier of the product.\',u\'name\': u\'NIC\', u\'type\': u\'number\', u\'format\': u\'default\'},{u\'title\': u\'Actual Cost\',u\'description\': u\'In GBP. The basic cost after adjustment for the national average discount and some payments to the dispenser.See notes for details of the calculation. The calculation is:Net Ingredient Cost - National Average Discount Percentage + (payment for consumables + out of pocket expenses + payment for containers)\',u\'name\': u\'ACTUAL_COST\', u\'type\': u\'number\', u\'format\': u\'default\'},{u\'title\': u\'Unidentified\',u\'description\': u\'This field shows data from prescription forms that could not be allocated to a Practice. Please see the guidance notes for a more detailed explanation of this field, and its uses.\',u\'name\': u\'UNIDENTIFIED\', u\'type\': u\'string\', u\'format\': u\'default\'},{u\'title\': u\'Presentation SNOMED code\',u\'description\': u\'A SNOMED CT (Systemised Nomenclature of Medicine Clinical Terms) is a clinical vocabulary readable by computers. The SNOMED code contained within the data is a unique identifier for each Medicinal Product (both VMP and AMP level). The identifier will not be re-used and or allocated to another presentation.\',u\'name\': u\'SNOMED_CODE\', u\'type\': u\'number\', u\'format\': u\'default\'}], u\'missingValues\': [u\'\']}', 'bq_table_name': 'EPD_SNOMED_202303', 'hash': '90126ca7c5ad6ebfedbb7b6f8e88ae8c1344d65c814b6a8774896dca1dc94422', 'description': '', 'format': 'CSV', 'mimetype_inner': None, 'url_type': 'upload', 'mimetype': 'text/csv', 'cache_url': None, 'name': 'EPD_SNOMED_202303', 'created': '2023-05-17T16:29:05.850928', 'url': 'https://opendata.nhsbsa.net/dataset/906115a6-4155-44be-8b81-f8e83cebfb84/resource/38fae90e-67b4-41f9-9d2e-714e040b699f/download/epd_snomed_202303.csv', 'last_modified': '2023-05-17T16:29:05.707030', 'position': 28, 'revision_id': '128d5ca0-c3ba-4756-bfab-43e37681614e', 'resource_type': None}, {'cache_last_updated': None, 'package_id': '906115a6-4155-44be-8b81-f8e83cebfb84', 'datastore_active': 'true', 'id': 'd621e74c-1118-4cde-a865-f07af62c9281', 'size': 6919049011, 'title': 'English Prescribing Dataset (EPD) with SNOMED code - Apr 2023', 'restricted': '{level: public}', 'encoding': 'utf8', 'state': 'active', 'sha256': '38b03288371369b014941409eade9f3c08c55d7dd86cff463ecf833d08260237', 'zip_url': 'https://storage.googleapis.com/dx-nhs-production/DATOPIAN_DATA/EPD_SNOMED_202304.ZIP', 'lfs_prefix': 'experimental-data-sets/english-prescribing-dataset-epd-with-snomed-code', 'schema': '{u\'fields\': [{u\'title\': u\'Year and Month as YYYYMM\',u\'description\': u\'Example: 201401\',u\'name\': u\'YEAR_MONTH\', u\'type\': u\'number\', u\'format\': u\'default\'},{u\'title\': u\'Regional Office Name\',u\'description\': u\'The name given to a geographical region by NHS England. Each region supports local systems to provide more joined up and care for patients.\',u\'name\': u\'REGIONAL_OFFICE_NAME\', u\'type\': u\'string\', u\'format\': u\'default\'},{u\'title\': u\'Regional Office Code\',u\'description\': u\'The unique code used to refer to a Regional Office.\',u\'name\': u\'REGIONAL_OFFICE_CODE\', u\'type\': u\'string\', u\'format\': u\'default\'},{u\'title\': u\'Integrated Care Board (ICB) Name\',u\'description\': u\'The name given to a geographical statutory organisation by NHS England that is a smaller division of a Region.\',u\'name\': u\'ICB_NAME\', u\'type\': u\'string\', u\'format\': u\'default\'},{u\'title\': u\'Integrated Care Board (ICB) Code\',u\'description\': u\'The unique code used to refer to an ICB.\',u\'name\': u\'ICB_CODE\', u\'type\': u\'string\', u\'format\': u\'default\'},{u\'title\': u\'Primary Care Organisation Name\',u\'description\': u\'An NHS organisation that commissions or provides care services involving prescriptions that are dispensed in the community. For example: a Sub Integrated Care Board Location (SICBL), an NHS Trust.\',u\'name\': u\'PCO_NAME\', u\'type\': u\'string\', u\'format\': u\'default\'},{u\'title\': u\'Primary Care Organisation Code\',u\'description\': u\'The unique code used to refer to a Primary Care Organisation.\',u\'name\': u\'PCO_CODE\', u\'type\': u\'string\', u\'format\': u\'default\'},{u\'title\': u\'Practice Name\',u\'description\': u\'The name of an organisation that employs one or more prescribers who issue prescriptions that may be dispensed in the community. For example:a GP Practice, an Out-of-Hours service, a hospital department within an NHS Trust.\',u\'name\': u\'PRACTICE_NAME\', u\'type\': u\'string\', u\'format\': u\'default\'},{u\'title\': u\'Practice Code\',u\'description\': u\'The unique code used to refer to a Practice.\',u\'name\': u\'PRACTICE_CODE\', u\'type\': u\'string\', u\'format\': u\'default\'},{u\'title\': u\'Address Field 1\',u\'description\': u\'The Address used by a Practice. This data is supplied by Primary Care Support England (PSCE), NHS England ICBs or the SICBL, whenever a new practice is opened or if a change of details is required.\',u\'name\': u\'ADDRESS_1\', u\'type\': u\'string\', u\'format\': u\'default\'},{u\'title\': u\'Address Field 2\',u\'description\': u\'The Address used by a Practice. This data is supplied by Primary Care Support England (PSCE), NHS England ICBs or the SICBL, whenever a new practice is opened or if a change of details is required.\',u\'name\': u\'ADDRESS_2\', u\'type\': u\'string\', u\'format\': u\'default\'},{u\'title\': u\'Address Field 3\',u\'description\': u\'The Address used by a Practice. This data is supplied by Primary Care Support England (PSCE), NHS England ICBs or the SICBL, whenever a new practice is opened or if a change of details is required.\',u\'name\': u\'ADDRESS_3\', u\'type\': u\'string\', u\'format\': u\'default\'},{u\'title\': u\'Address Field 4\',u\'description\': u\'The Address used by a Practice. This data is supplied by Primary Care Support England (PSCE), NHS England ICBs or the SICBL, whenever a new practice is opened or if a change of details is required.\',u\'name\': u\'ADDRESS_4\', u\'type\': u\'string\', u\'format\': u\'default\'},{u\'title\': u\'Post Code\',u\'description\': u\'The Address used by a Practice. This data is supplied by Primary Care Support England (PSCE), NHS England ICBs or the SICBL, whenever a new practice is opened or if a change of details is required.\',u\'name\': u\'POSTCODE\', u\'type\': u\'string\', u\'format\': u\'default\'},{u\'title\': u\'British National Formulary (BNF) Chemical Substance Code\',u\'description\': u\'A unique code used to refer to a BNF Chemical Substance.For example, 0501013B0\',u\'name\': u\'BNF_CHEMICAL_SUBSTANCE\', u\'type\': u\'string\', u\'format\': u\'default\'},{u\'title\': u\'British National Formulary (BNF) Chemical Substance Description\',u\'description\': u\'The name of the main active ingredient in a drug or the type of an appliance. Determined by the British National Formulatory (BNF) for drugs, or the NHS BSA for appliances. For example, Amoxicillin\',u\'name\': u\'CHEMICAL_SUBSTANCE_BNF_DESCR\', u\'type\': u\'string\', u\'format\': u\'default\'},{u\'title\': u\'British National Formulary (BNF) Code\',u\'description\': u\'The unique code used to refer to a BNF Presentation. For example, 0501013B0AAABAB\',u\'name\': u\'BNF_CODE\', u\'type\': u\'string\', u\'format\': u\'default\'},{u\'title\': u\'British National Formulary (BNF) Description\',u\'description\': u\'The name given to the specific type, strength, and formulation of a drug; or, the specific type of an appliance. For example, Amoxicillin 500mg capsules\',u\'name\': u\'BNF_DESCRIPTION\', u\'type\': u\'string\', u\'format\': u\'default\'},{u\'title\': u\'British National Formulary (BNF) Description\',u\'description\': u\'The name given to a British National Formulatory (BNF) Chapter that includes the prescribed product. Includes the numerical code used to refer to the chapter.For example, 05: Infections\',u\'name\': u\'BNF_CHAPTER_PLUS_CODE\', u\'type\': u\'string\', u\'format\': u\'default\'},{u\'title\': u\'Quantity\',u\'description\': u\'The quantity of a medicine, dressing or appliance for which an individual item was prescribed and dispensed, for each BNF Presentation. This represents a pseudo pack size, to illustrate the typical range of prescribed quantities of a given presentation. For example, a quantity of 28 for Amoxicillin 500mg capsules means that the pack size dispensed was 28 capsules.\',u\'name\': u\'QUANTITY\', u\'type\': u\'number\', u\'format\': u\'default\'},{u\'title\': u\'Items\',u\'description\': u\'The number of times a product appears on a prescription form. Prescription forms include both paper prescriptions and electronic messages.\',u\'name\': u\'ITEMS\', u\'type\': u\'number\', u\'format\': u\'default\'},{u\'title\': u\'Total Quantity\',u\'description\': u\'The total quantity of a drug or appliance that was prescribed.This is calculated by multiplying Quantity by Items. For example, if 2 items of Amoxicillin 500mg capsules with a quantity of 28 were prescribed, total quantity will be 56.\',u\'name\': u\'TOTAL_QUANTITY\', u\'type\': u\'number\', u\'format\': u\'default\'},{u\'title\': u\'Average Daily Quantity (ADQ)\',u\'description\': u\'Average Daily Quantity (ADQ) is the typical daily dose of a medication, prescribed to adult patients by GP Practices.This field shows the quantity prescribed multiplied by the strength, which is then divided by the Average Daily Quantity value.\',u\'name\': u\'ADQUSAGE\', u\'type\': u\'number\', u\'format\': u\'default\'},{u\'title\': u\'Net Ingredient Cost (NIC)\',u\'description\': u\'In GBP. The amount that would be paid using the basic price of the prescribed drug or appliance and the quantity prescribed.Sometimes called the "Net Ingredient Cost" (NIC).The basic price is given either in the Drug Tariff or is determined from prices published by manufacturers, wholesalers or suppliers. Basic price is set out in Parts 8 and 9 of the Drug Tariff. For any drugs or appliances not in Part 8, the price is usually taken from the manufacturer, wholesaler or supplier of the product.\',u\'name\': u\'NIC\', u\'type\': u\'number\', u\'format\': u\'default\'},{u\'title\': u\'Actual Cost\',u\'description\': u\'In GBP. The basic cost after adjustment for the national average discount and some payments to the dispenser.See notes for details of the calculation. The calculation is:Net Ingredient Cost - National Average Discount Percentage + (payment for consumables + out of pocket expenses + payment for containers)\',u\'name\': u\'ACTUAL_COST\', u\'type\': u\'number\', u\'format\': u\'default\'},{u\'title\': u\'Unidentified\',u\'description\': u\'This field shows data from prescription forms that could not be allocated to a Practice. Please see the guidance notes for a more detailed explanation of this field, and its uses.\',u\'name\': u\'UNIDENTIFIED\', u\'type\': u\'string\', u\'format\': u\'default\'},{u\'title\': u\'Presentation SNOMED code\',u\'description\': u\'A SNOMED CT (Systemised Nomenclature of Medicine Clinical Terms) is a clinical vocabulary readable by computers. The SNOMED code contained within the data is a unique identifier for each Medicinal Product (both VMP and AMP level). The identifier will not be re-used and or allocated to another presentation.\',u\'name\': u\'SNOMED_CODE\', u\'type\': u\'number\', u\'format\': u\'default\'}], u\'missingValues\': [u\'\']}', 'bq_table_name': 'EPD_SNOMED_202304', 'hash': '38b03288371369b014941409eade9f3c08c55d7dd86cff463ecf833d08260237', 'description': '', 'format': 'CSV', 'mimetype_inner': None, 'url_type': 'upload', 'mimetype': 'text/csv', 'cache_url': None, 'name': 'EPD_SNOMED_202304', 'created': '2023-06-21T15:34:49.702460', 'url': 'https://opendata.nhsbsa.net/dataset/906115a6-4155-44be-8b81-f8e83cebfb84/resource/d621e74c-1118-4cde-a865-f07af62c9281/download/epd_snomed_202304.csv', 'last_modified': '2023-06-21T15:34:49.410217', 'position': 29, 'revision_id': 'a3fa9d7c-a5de-4246-802a-2729e605ae43', 'resource_type': None}, {'cache_last_updated': None, 'package_id': '906115a6-4155-44be-8b81-f8e83cebfb84', 'datastore_active': 'true', 'id': '300da531-b978-4bd7-9d6e-582b28385ff2', 'size': 7162342632, 'title': 'English Prescribing Dataset (EPD) with SNOMED code - May 2023', 'restricted': '{level: public}', 'encoding': 'utf8', 'state': 'active', 'sha256': '8282792aee42c34165902596b9579b55f5e85905fdcc92a93ceeab97a5bd83b9', 'zip_url': 'https://storage.googleapis.com/dx-nhs-production/DATOPIAN_DATA/EPD_SNOMED_202305.ZIP', 'lfs_prefix': 'experimental-data-sets/english-prescribing-dataset-epd-with-snomed-code', 'schema': '{u\'fields\': [{u\'title\': u\'Year and Month as YYYYMM\',u\'description\': u\'Example: 201401\',u\'name\': u\'YEAR_MONTH\', u\'type\': u\'number\', u\'format\': u\'default\'},{u\'title\': u\'Regional Office Name\',u\'description\': u\'The name given to a geographical region by NHS England. Each region supports local systems to provide more joined up and care for patients.\',u\'name\': u\'REGIONAL_OFFICE_NAME\', u\'type\': u\'string\', u\'format\': u\'default\'},{u\'title\': u\'Regional Office Code\',u\'description\': u\'The unique code used to refer to a Regional Office.\',u\'name\': u\'REGIONAL_OFFICE_CODE\', u\'type\': u\'string\', u\'format\': u\'default\'},{u\'title\': u\'Integrated Care Board (ICB) Name\',u\'description\': u\'The name given to a geographical statutory organisation by NHS England that is a smaller division of a Region.\',u\'name\': u\'ICB_NAME\', u\'type\': u\'string\', u\'format\': u\'default\'},{u\'title\': u\'Integrated Care Board (ICB) Code\',u\'description\': u\'The unique code used to refer to an ICB.\',u\'name\': u\'ICB_CODE\', u\'type\': u\'string\', u\'format\': u\'default\'},{u\'title\': u\'Primary Care Organisation Name\',u\'description\': u\'An NHS organisation that commissions or provides care services involving prescriptions that are dispensed in the community. For example: a Sub Integrated Care Board Location (SICBL), an NHS Trust.\',u\'name\': u\'PCO_NAME\', u\'type\': u\'string\', u\'format\': u\'default\'},{u\'title\': u\'Primary Care Organisation Code\',u\'description\': u\'The unique code used to refer to a Primary Care Organisation.\',u\'name\': u\'PCO_CODE\', u\'type\': u\'string\', u\'format\': u\'default\'},{u\'title\': u\'Practice Name\',u\'description\': u\'The name of an organisation that employs one or more prescribers who issue prescriptions that may be dispensed in the community. For example:a GP Practice, an Out-of-Hours service, a hospital department within an NHS Trust.\',u\'name\': u\'PRACTICE_NAME\', u\'type\': u\'string\', u\'format\': u\'default\'},{u\'title\': u\'Practice Code\',u\'description\': u\'The unique code used to refer to a Practice.\',u\'name\': u\'PRACTICE_CODE\', u\'type\': u\'string\', u\'format\': u\'default\'},{u\'title\': u\'Address Field 1\',u\'description\': u\'The Address used by a Practice. This data is supplied by Primary Care Support England (PSCE), NHS England ICBs or the SICBL, whenever a new practice is opened or if a change of details is required.\',u\'name\': u\'ADDRESS_1\', u\'type\': u\'string\', u\'format\': u\'default\'},{u\'title\': u\'Address Field 2\',u\'description\': u\'The Address used by a Practice. This data is supplied by Primary Care Support England (PSCE), NHS England ICBs or the SICBL, whenever a new practice is opened or if a change of details is required.\',u\'name\': u\'ADDRESS_2\', u\'type\': u\'string\', u\'format\': u\'default\'},{u\'title\': u\'Address Field 3\',u\'description\': u\'The Address used by a Practice. This data is supplied by Primary Care Support England (PSCE), NHS England ICBs or the SICBL, whenever a new practice is opened or if a change of details is required.\',u\'name\': u\'ADDRESS_3\', u\'type\': u\'string\', u\'format\': u\'default\'},{u\'title\': u\'Address Field 4\',u\'description\': u\'The Address used by a Practice. This data is supplied by Primary Care Support England (PSCE), NHS England ICBs or the SICBL, whenever a new practice is opened or if a change of details is required.\',u\'name\': u\'ADDRESS_4\', u\'type\': u\'string\', u\'format\': u\'default\'},{u\'title\': u\'Post Code\',u\'description\': u\'The Address used by a Practice. This data is supplied by Primary Care Support England (PSCE), NHS England ICBs or the SICBL, whenever a new practice is opened or if a change of details is required.\',u\'name\': u\'POSTCODE\', u\'type\': u\'string\', u\'format\': u\'default\'},{u\'title\': u\'British National Formulary (BNF) Chemical Substance Code\',u\'description\': u\'A unique code used to refer to a BNF Chemical Substance.For example, 0501013B0\',u\'name\': u\'BNF_CHEMICAL_SUBSTANCE\', u\'type\': u\'string\', u\'format\': u\'default\'},{u\'title\': u\'British National Formulary (BNF) Chemical Substance Description\',u\'description\': u\'The name of the main active ingredient in a drug or the type of an appliance. Determined by the British National Formulatory (BNF) for drugs, or the NHS BSA for appliances. For example, Amoxicillin\',u\'name\': u\'CHEMICAL_SUBSTANCE_BNF_DESCR\', u\'type\': u\'string\', u\'format\': u\'default\'},{u\'title\': u\'British National Formulary (BNF) Code\',u\'description\': u\'The unique code used to refer to a BNF Presentation. For example, 0501013B0AAABAB\',u\'name\': u\'BNF_CODE\', u\'type\': u\'string\', u\'format\': u\'default\'},{u\'title\': u\'British National Formulary (BNF) Description\',u\'description\': u\'The name given to the specific type, strength, and formulation of a drug; or, the specific type of an appliance. For example, Amoxicillin 500mg capsules\',u\'name\': u\'BNF_DESCRIPTION\', u\'type\': u\'string\', u\'format\': u\'default\'},{u\'title\': u\'British National Formulary (BNF) Description\',u\'description\': u\'The name given to a British National Formulatory (BNF) Chapter that includes the prescribed product. Includes the numerical code used to refer to the chapter.For example, 05: Infections\',u\'name\': u\'BNF_CHAPTER_PLUS_CODE\', u\'type\': u\'string\', u\'format\': u\'default\'},{u\'title\': u\'Quantity\',u\'description\': u\'The quantity of a medicine, dressing or appliance for which an individual item was prescribed and dispensed, for each BNF Presentation. This represents a pseudo pack size, to illustrate the typical range of prescribed quantities of a given presentation. For example, a quantity of 28 for Amoxicillin 500mg capsules means that the pack size dispensed was 28 capsules.\',u\'name\': u\'QUANTITY\', u\'type\': u\'number\', u\'format\': u\'default\'},{u\'title\': u\'Items\',u\'description\': u\'The number of times a product appears on a prescription form. Prescription forms include both paper prescriptions and electronic messages.\',u\'name\': u\'ITEMS\', u\'type\': u\'number\', u\'format\': u\'default\'},{u\'title\': u\'Total Quantity\',u\'description\': u\'The total quantity of a drug or appliance that was prescribed.This is calculated by multiplying Quantity by Items. For example, if 2 items of Amoxicillin 500mg capsules with a quantity of 28 were prescribed, total quantity will be 56.\',u\'name\': u\'TOTAL_QUANTITY\', u\'type\': u\'number\', u\'format\': u\'default\'},{u\'title\': u\'Average Daily Quantity (ADQ)\',u\'description\': u\'Average Daily Quantity (ADQ) is the typical daily dose of a medication, prescribed to adult patients by GP Practices.This field shows the quantity prescribed multiplied by the strength, which is then divided by the Average Daily Quantity value.\',u\'name\': u\'ADQUSAGE\', u\'type\': u\'number\', u\'format\': u\'default\'},{u\'title\': u\'Net Ingredient Cost (NIC)\',u\'description\': u\'In GBP. The amount that would be paid using the basic price of the prescribed drug or appliance and the quantity prescribed.Sometimes called the "Net Ingredient Cost" (NIC).The basic price is given either in the Drug Tariff or is determined from prices published by manufacturers, wholesalers or suppliers. Basic price is set out in Parts 8 and 9 of the Drug Tariff. For any drugs or appliances not in Part 8, the price is usually taken from the manufacturer, wholesaler or supplier of the product.\',u\'name\': u\'NIC\', u\'type\': u\'number\', u\'format\': u\'default\'},{u\'title\': u\'Actual Cost\',u\'description\': u\'In GBP. The basic cost after adjustment for the national average discount and some payments to the dispenser.See notes for details of the calculation. The calculation is:Net Ingredient Cost - National Average Discount Percentage + (payment for consumables + out of pocket expenses + payment for containers)\',u\'name\': u\'ACTUAL_COST\', u\'type\': u\'number\', u\'format\': u\'default\'},{u\'title\': u\'Unidentified\',u\'description\': u\'This field shows data from prescription forms that could not be allocated to a Practice. Please see the guidance notes for a more detailed explanation of this field, and its uses.\',u\'name\': u\'UNIDENTIFIED\', u\'type\': u\'string\', u\'format\': u\'default\'},{u\'title\': u\'Presentation SNOMED code\',u\'description\': u\'A SNOMED CT (Systemised Nomenclature of Medicine Clinical Terms) is a clinical vocabulary readable by computers. The SNOMED code contained within the data is a unique identifier for each Medicinal Product (both VMP and AMP level). The identifier will not be re-used and or allocated to another presentation.\',u\'name\': u\'SNOMED_CODE\', u\'type\': u\'number\', u\'format\': u\'default\'}], u\'missingValues\': [u\'\']}', 'bq_table_name': 'EPD_SNOMED_202305', 'hash': '8282792aee42c34165902596b9579b55f5e85905fdcc92a93ceeab97a5bd83b9', 'description': '', 'format': 'CSV', 'mimetype_inner': None, 'url_type': 'upload', 'mimetype': 'text/csv', 'cache_url': None, 'name': 'EPD_SNOMED_202305', 'created': '2023-07-18T16:45:23.202079', 'url': 'https://opendata.nhsbsa.net/dataset/906115a6-4155-44be-8b81-f8e83cebfb84/resource/300da531-b978-4bd7-9d6e-582b28385ff2/download/epd_snomed_202305.csv', 'last_modified': '2023-07-18T16:45:22.943656', 'position': 30, 'revision_id': 'bd5d1802-eb81-4ece-a292-bf6bf72853c6', 'resource_type': None}, {'cache_last_updated': None, 'package_id': '906115a6-4155-44be-8b81-f8e83cebfb84', 'datastore_active': 'true', 'id': '2a83a077-2337-4111-9d24-a91b87aafa5f', 'size': 7259598797, 'title': 'English Prescribing Dataset (EPD) with SNOMED code - Jun 2023', 'restricted': '{level: public}', 'encoding': 'utf8', 'state': 'active', 'sha256': '8ed682e0efac0fe23065188e015fb22e069159dd0f130ec8298f586f1b467237', 'zip_url': 'https://storage.googleapis.com/dx-nhs-production/DATOPIAN_DATA/EPD_SNOMED_202306.ZIP', 'lfs_prefix': 'experimental-data-sets/english-prescribing-dataset-epd-with-snomed-code', 'schema': '{u\'fields\': [{u\'title\': u\'Year and Month as YYYYMM\',u\'description\': u\'Example: 201401\',u\'name\': u\'YEAR_MONTH\', u\'type\': u\'number\', u\'format\': u\'default\'},{u\'title\': u\'Regional Office Name\',u\'description\': u\'The name given to a geographical region by NHS England. Each region supports local systems to provide more joined up and care for patients.\',u\'name\': u\'REGIONAL_OFFICE_NAME\', u\'type\': u\'string\', u\'format\': u\'default\'},{u\'title\': u\'Regional Office Code\',u\'description\': u\'The unique code used to refer to a Regional Office.\',u\'name\': u\'REGIONAL_OFFICE_CODE\', u\'type\': u\'string\', u\'format\': u\'default\'},{u\'title\': u\'Integrated Care Board (ICB) Name\',u\'description\': u\'The name given to a geographical statutory organisation by NHS England that is a smaller division of a Region.\',u\'name\': u\'ICB_NAME\', u\'type\': u\'string\', u\'format\': u\'default\'},{u\'title\': u\'Integrated Care Board (ICB) Code\',u\'description\': u\'The unique code used to refer to an ICB.\',u\'name\': u\'ICB_CODE\', u\'type\': u\'string\', u\'format\': u\'default\'},{u\'title\': u\'Primary Care Organisation Name\',u\'description\': u\'An NHS organisation that commissions or provides care services involving prescriptions that are dispensed in the community. For example: a Sub Integrated Care Board Location (SICBL), an NHS Trust.\',u\'name\': u\'PCO_NAME\', u\'type\': u\'string\', u\'format\': u\'default\'},{u\'title\': u\'Primary Care Organisation Code\',u\'description\': u\'The unique code used to refer to a Primary Care Organisation.\',u\'name\': u\'PCO_CODE\', u\'type\': u\'string\', u\'format\': u\'default\'},{u\'title\': u\'Practice Name\',u\'description\': u\'The name of an organisation that employs one or more prescribers who issue prescriptions that may be dispensed in the community. For example:a GP Practice, an Out-of-Hours service, a hospital department within an NHS Trust.\',u\'name\': u\'PRACTICE_NAME\', u\'type\': u\'string\', u\'format\': u\'default\'},{u\'title\': u\'Practice Code\',u\'description\': u\'The unique code used to refer to a Practice.\',u\'name\': u\'PRACTICE_CODE\', u\'type\': u\'string\', u\'format\': u\'default\'},{u\'title\': u\'Address Field 1\',u\'description\': u\'The Address used by a Practice. This data is supplied by Primary Care Support England (PSCE), NHS England ICBs or the SICBL, whenever a new practice is opened or if a change of details is required.\',u\'name\': u\'ADDRESS_1\', u\'type\': u\'string\', u\'format\': u\'default\'},{u\'title\': u\'Address Field 2\',u\'description\': u\'The Address used by a Practice. This data is supplied by Primary Care Support England (PSCE), NHS England ICBs or the SICBL, whenever a new practice is opened or if a change of details is required.\',u\'name\': u\'ADDRESS_2\', u\'type\': u\'string\', u\'format\': u\'default\'},{u\'title\': u\'Address Field 3\',u\'description\': u\'The Address used by a Practice. This data is supplied by Primary Care Support England (PSCE), NHS England ICBs or the SICBL, whenever a new practice is opened or if a change of details is required.\',u\'name\': u\'ADDRESS_3\', u\'type\': u\'string\', u\'format\': u\'default\'},{u\'title\': u\'Address Field 4\',u\'description\': u\'The Address used by a Practice. This data is supplied by Primary Care Support England (PSCE), NHS England ICBs or the SICBL, whenever a new practice is opened or if a change of details is required.\',u\'name\': u\'ADDRESS_4\', u\'type\': u\'string\', u\'format\': u\'default\'},{u\'title\': u\'Post Code\',u\'description\': u\'The Address used by a Practice. This data is supplied by Primary Care Support England (PSCE), NHS England ICBs or the SICBL, whenever a new practice is opened or if a change of details is required.\',u\'name\': u\'POSTCODE\', u\'type\': u\'string\', u\'format\': u\'default\'},{u\'title\': u\'British National Formulary (BNF) Chemical Substance Code\',u\'description\': u\'A unique code used to refer to a BNF Chemical Substance.For example, 0501013B0\',u\'name\': u\'BNF_CHEMICAL_SUBSTANCE\', u\'type\': u\'string\', u\'format\': u\'default\'},{u\'title\': u\'British National Formulary (BNF) Chemical Substance Description\',u\'description\': u\'The name of the main active ingredient in a drug or the type of an appliance. Determined by the British National Formulatory (BNF) for drugs, or the NHS BSA for appliances. For example, Amoxicillin\',u\'name\': u\'CHEMICAL_SUBSTANCE_BNF_DESCR\', u\'type\': u\'string\', u\'format\': u\'default\'},{u\'title\': u\'British National Formulary (BNF) Code\',u\'description\': u\'The unique code used to refer to a BNF Presentation. For example, 0501013B0AAABAB\',u\'name\': u\'BNF_CODE\', u\'type\': u\'string\', u\'format\': u\'default\'},{u\'title\': u\'British National Formulary (BNF) Description\',u\'description\': u\'The name given to the specific type, strength, and formulation of a drug; or, the specific type of an appliance. For example, Amoxicillin 500mg capsules\',u\'name\': u\'BNF_DESCRIPTION\', u\'type\': u\'string\', u\'format\': u\'default\'},{u\'title\': u\'British National Formulary (BNF) Description\',u\'description\': u\'The name given to a British National Formulatory (BNF) Chapter that includes the prescribed product. Includes the numerical code used to refer to the chapter.For example, 05: Infections\',u\'name\': u\'BNF_CHAPTER_PLUS_CODE\', u\'type\': u\'string\', u\'format\': u\'default\'},{u\'title\': u\'Quantity\',u\'description\': u\'The quantity of a medicine, dressing or appliance for which an individual item was prescribed and dispensed, for each BNF Presentation. This represents a pseudo pack size, to illustrate the typical range of prescribed quantities of a given presentation. For example, a quantity of 28 for Amoxicillin 500mg capsules means that the pack size dispensed was 28 capsules.\',u\'name\': u\'QUANTITY\', u\'type\': u\'number\', u\'format\': u\'default\'},{u\'title\': u\'Items\',u\'description\': u\'The number of times a product appears on a prescription form. Prescription forms include both paper prescriptions and electronic messages.\',u\'name\': u\'ITEMS\', u\'type\': u\'number\', u\'format\': u\'default\'},{u\'title\': u\'Total Quantity\',u\'description\': u\'The total quantity of a drug or appliance that was prescribed.This is calculated by multiplying Quantity by Items. For example, if 2 items of Amoxicillin 500mg capsules with a quantity of 28 were prescribed, total quantity will be 56.\',u\'name\': u\'TOTAL_QUANTITY\', u\'type\': u\'number\', u\'format\': u\'default\'},{u\'title\': u\'Average Daily Quantity (ADQ)\',u\'description\': u\'Average Daily Quantity (ADQ) is the typical daily dose of a medication, prescribed to adult patients by GP Practices.This field shows the quantity prescribed multiplied by the strength, which is then divided by the Average Daily Quantity value.\',u\'name\': u\'ADQUSAGE\', u\'type\': u\'number\', u\'format\': u\'default\'},{u\'title\': u\'Net Ingredient Cost (NIC)\',u\'description\': u\'In GBP. The amount that would be paid using the basic price of the prescribed drug or appliance and the quantity prescribed.Sometimes called the "Net Ingredient Cost" (NIC).The basic price is given either in the Drug Tariff or is determined from prices published by manufacturers, wholesalers or suppliers. Basic price is set out in Parts 8 and 9 of the Drug Tariff. For any drugs or appliances not in Part 8, the price is usually taken from the manufacturer, wholesaler or supplier of the product.\',u\'name\': u\'NIC\', u\'type\': u\'number\', u\'format\': u\'default\'},{u\'title\': u\'Actual Cost\',u\'description\': u\'In GBP. The basic cost after adjustment for the national average discount and some payments to the dispenser.See notes for details of the calculation. The calculation is:Net Ingredient Cost - National Average Discount Percentage + (payment for consumables + out of pocket expenses + payment for containers)\',u\'name\': u\'ACTUAL_COST\', u\'type\': u\'number\', u\'format\': u\'default\'},{u\'title\': u\'Unidentified\',u\'description\': u\'This field shows data from prescription forms that could not be allocated to a Practice. Please see the guidance notes for a more detailed explanation of this field, and its uses.\',u\'name\': u\'UNIDENTIFIED\', u\'type\': u\'string\', u\'format\': u\'default\'},{u\'title\': u\'Presentation SNOMED code\',u\'description\': u\'A SNOMED CT (Systemised Nomenclature of Medicine Clinical Terms) is a clinical vocabulary readable by computers. The SNOMED code contained within the data is a unique identifier for each Medicinal Product (both VMP and AMP level). The identifier will not be re-used and or allocated to another presentation.\',u\'name\': u\'SNOMED_CODE\', u\'type\': u\'number\', u\'format\': u\'default\'}], u\'missingValues\': [u\'\']}', 'bq_table_name': 'EPD_SNOMED_202306', 'hash': '8ed682e0efac0fe23065188e015fb22e069159dd0f130ec8298f586f1b467237', 'description': '', 'format': 'CSV', 'mimetype_inner': None, 'url_type': 'upload', 'mimetype': 'text/csv', 'cache_url': None, 'name': 'EPD_SNOMED_202306', 'created': '2023-08-21T11:38:30.101405', 'url': 'https://opendata.nhsbsa.net/dataset/906115a6-4155-44be-8b81-f8e83cebfb84/resource/2a83a077-2337-4111-9d24-a91b87aafa5f/download/epd_snomed_202306.csv', 'last_modified': '2023-08-21T11:38:29.880923', 'position': 31, 'revision_id': 'eaa0f1c3-8325-4229-8f42-e3fadb3683d6', 'resource_type': None}, {'cache_last_updated': None, 'package_id': '906115a6-4155-44be-8b81-f8e83cebfb84', 'datastore_active': 'true', 'id': '87fee4ef-8c70-4036-93fd-0cc64dfb98ef', 'size': 7185029145, 'title': 'English Prescribing Dataset (EPD) with SNOMED code - Jul 2023', 'restricted': '{level: public}', 'encoding': 'utf8', 'state': 'active', 'sha256': '21fb12020d355270b54a6b1d0febde337c1251fbdd1a454cf9f7ceb80d4dfd4d', 'zip_url': 'https://storage.googleapis.com/dx-nhs-production/DATOPIAN_DATA/EPD_SNOMED_202307.ZIP', 'lfs_prefix': 'experimental-data-sets/english-prescribing-dataset-epd-with-snomed-code', 'schema': '{u\'fields\': [{u\'title\': u\'Year and Month as YYYYMM\',u\'description\': u\'Example: 201401\',u\'name\': u\'YEAR_MONTH\', u\'type\': u\'number\', u\'format\': u\'default\'},{u\'title\': u\'Regional Office Name\',u\'description\': u\'The name given to a geographical region by NHS England. Each region supports local systems to provide more joined up and care for patients.\',u\'name\': u\'REGIONAL_OFFICE_NAME\', u\'type\': u\'string\', u\'format\': u\'default\'},{u\'title\': u\'Regional Office Code\',u\'description\': u\'The unique code used to refer to a Regional Office.\',u\'name\': u\'REGIONAL_OFFICE_CODE\', u\'type\': u\'string\', u\'format\': u\'default\'},{u\'title\': u\'Integrated Care Board (ICB) Name\',u\'description\': u\'The name given to a geographical statutory organisation by NHS England that is a smaller division of a Region.\',u\'name\': u\'ICB_NAME\', u\'type\': u\'string\', u\'format\': u\'default\'},{u\'title\': u\'Integrated Care Board (ICB) Code\',u\'description\': u\'The unique code used to refer to an ICB.\',u\'name\': u\'ICB_CODE\', u\'type\': u\'string\', u\'format\': u\'default\'},{u\'title\': u\'Primary Care Organisation Name\',u\'description\': u\'An NHS organisation that commissions or provides care services involving prescriptions that are dispensed in the community. For example: a Sub Integrated Care Board Location (SICBL), an NHS Trust.\',u\'name\': u\'PCO_NAME\', u\'type\': u\'string\', u\'format\': u\'default\'},{u\'title\': u\'Primary Care Organisation Code\',u\'description\': u\'The unique code used to refer to a Primary Care Organisation.\',u\'name\': u\'PCO_CODE\', u\'type\': u\'string\', u\'format\': u\'default\'},{u\'title\': u\'Practice Name\',u\'description\': u\'The name of an organisation that employs one or more prescribers who issue prescriptions that may be dispensed in the community. For example:a GP Practice, an Out-of-Hours service, a hospital department within an NHS Trust.\',u\'name\': u\'PRACTICE_NAME\', u\'type\': u\'string\', u\'format\': u\'default\'},{u\'title\': u\'Practice Code\',u\'description\': u\'The unique code used to refer to a Practice.\',u\'name\': u\'PRACTICE_CODE\', u\'type\': u\'string\', u\'format\': u\'default\'},{u\'title\': u\'Address Field 1\',u\'description\': u\'The Address used by a Practice. This data is supplied by Primary Care Support England (PSCE), NHS England ICBs or the SICBL, whenever a new practice is opened or if a change of details is required.\',u\'name\': u\'ADDRESS_1\', u\'type\': u\'string\', u\'format\': u\'default\'},{u\'title\': u\'Address Field 2\',u\'description\': u\'The Address used by a Practice. This data is supplied by Primary Care Support England (PSCE), NHS England ICBs or the SICBL, whenever a new practice is opened or if a change of details is required.\',u\'name\': u\'ADDRESS_2\', u\'type\': u\'string\', u\'format\': u\'default\'},{u\'title\': u\'Address Field 3\',u\'description\': u\'The Address used by a Practice. This data is supplied by Primary Care Support England (PSCE), NHS England ICBs or the SICBL, whenever a new practice is opened or if a change of details is required.\',u\'name\': u\'ADDRESS_3\', u\'type\': u\'string\', u\'format\': u\'default\'},{u\'title\': u\'Address Field 4\',u\'description\': u\'The Address used by a Practice. This data is supplied by Primary Care Support England (PSCE), NHS England ICBs or the SICBL, whenever a new practice is opened or if a change of details is required.\',u\'name\': u\'ADDRESS_4\', u\'type\': u\'string\', u\'format\': u\'default\'},{u\'title\': u\'Post Code\',u\'description\': u\'The Address used by a Practice. This data is supplied by Primary Care Support England (PSCE), NHS England ICBs or the SICBL, whenever a new practice is opened or if a change of details is required.\',u\'name\': u\'POSTCODE\', u\'type\': u\'string\', u\'format\': u\'default\'},{u\'title\': u\'British National Formulary (BNF) Chemical Substance Code\',u\'description\': u\'A unique code used to refer to a BNF Chemical Substance.For example, 0501013B0\',u\'name\': u\'BNF_CHEMICAL_SUBSTANCE\', u\'type\': u\'string\', u\'format\': u\'default\'},{u\'title\': u\'British National Formulary (BNF) Chemical Substance Description\',u\'description\': u\'The name of the main active ingredient in a drug or the type of an appliance. Determined by the British National Formulatory (BNF) for drugs, or the NHS BSA for appliances. For example, Amoxicillin\',u\'name\': u\'CHEMICAL_SUBSTANCE_BNF_DESCR\', u\'type\': u\'string\', u\'format\': u\'default\'},{u\'title\': u\'British National Formulary (BNF) Code\',u\'description\': u\'The unique code used to refer to a BNF Presentation. For example, 0501013B0AAABAB\',u\'name\': u\'BNF_CODE\', u\'type\': u\'string\', u\'format\': u\'default\'},{u\'title\': u\'British National Formulary (BNF) Description\',u\'description\': u\'The name given to the specific type, strength, and formulation of a drug; or, the specific type of an appliance. For example, Amoxicillin 500mg capsules\',u\'name\': u\'BNF_DESCRIPTION\', u\'type\': u\'string\', u\'format\': u\'default\'},{u\'title\': u\'British National Formulary (BNF) Description\',u\'description\': u\'The name given to a British National Formulatory (BNF) Chapter that includes the prescribed product. Includes the numerical code used to refer to the chapter.For example, 05: Infections\',u\'name\': u\'BNF_CHAPTER_PLUS_CODE\', u\'type\': u\'string\', u\'format\': u\'default\'},{u\'title\': u\'Quantity\',u\'description\': u\'The quantity of a medicine, dressing or appliance for which an individual item was prescribed and dispensed, for each BNF Presentation. This represents a pseudo pack size, to illustrate the typical range of prescribed quantities of a given presentation. For example, a quantity of 28 for Amoxicillin 500mg capsules means that the pack size dispensed was 28 capsules.\',u\'name\': u\'QUANTITY\', u\'type\': u\'number\', u\'format\': u\'default\'},{u\'title\': u\'Items\',u\'description\': u\'The number of times a product appears on a prescription form. Prescription forms include both paper prescriptions and electronic messages.\',u\'name\': u\'ITEMS\', u\'type\': u\'number\', u\'format\': u\'default\'},{u\'title\': u\'Total Quantity\',u\'description\': u\'The total quantity of a drug or appliance that was prescribed.This is calculated by multiplying Quantity by Items. For example, if 2 items of Amoxicillin 500mg capsules with a quantity of 28 were prescribed, total quantity will be 56.\',u\'name\': u\'TOTAL_QUANTITY\', u\'type\': u\'number\', u\'format\': u\'default\'},{u\'title\': u\'Average Daily Quantity (ADQ)\',u\'description\': u\'Average Daily Quantity (ADQ) is the typical daily dose of a medication, prescribed to adult patients by GP Practices.This field shows the quantity prescribed multiplied by the strength, which is then divided by the Average Daily Quantity value.\',u\'name\': u\'ADQUSAGE\', u\'type\': u\'number\', u\'format\': u\'default\'},{u\'title\': u\'Net Ingredient Cost (NIC)\',u\'description\': u\'In GBP. The amount that would be paid using the basic price of the prescribed drug or appliance and the quantity prescribed.Sometimes called the "Net Ingredient Cost" (NIC).The basic price is given either in the Drug Tariff or is determined from prices published by manufacturers, wholesalers or suppliers. Basic price is set out in Parts 8 and 9 of the Drug Tariff. For any drugs or appliances not in Part 8, the price is usually taken from the manufacturer, wholesaler or supplier of the product.\',u\'name\': u\'NIC\', u\'type\': u\'number\', u\'format\': u\'default\'},{u\'title\': u\'Actual Cost\',u\'description\': u\'In GBP. The basic cost after adjustment for the national average discount and some payments to the dispenser.See notes for details of the calculation. The calculation is:Net Ingredient Cost - National Average Discount Percentage + (payment for consumables + out of pocket expenses + payment for containers)\',u\'name\': u\'ACTUAL_COST\', u\'type\': u\'number\', u\'format\': u\'default\'},{u\'title\': u\'Unidentified\',u\'description\': u\'This field shows data from prescription forms that could not be allocated to a Practice. Please see the guidance notes for a more detailed explanation of this field, and its uses.\',u\'name\': u\'UNIDENTIFIED\', u\'type\': u\'string\', u\'format\': u\'default\'},{u\'title\': u\'Presentation SNOMED code\',u\'description\': u\'A SNOMED CT (Systemised Nomenclature of Medicine Clinical Terms) is a clinical vocabulary readable by computers. The SNOMED code contained within the data is a unique identifier for each Medicinal Product (both VMP and AMP level). The identifier will not be re-used and or allocated to another presentation.\',u\'name\': u\'SNOMED_CODE\', u\'type\': u\'number\', u\'format\': u\'default\'}], u\'missingValues\': [u\'\']}', 'bq_table_name': 'EPD_SNOMED_202307', 'hash': '21fb12020d355270b54a6b1d0febde337c1251fbdd1a454cf9f7ceb80d4dfd4d', 'description': '', 'format': 'CSV', 'mimetype_inner': None, 'url_type': 'upload', 'mimetype': 'text/csv', 'cache_url': None, 'name': 'EPD_SNOMED_202307', 'created': '2023-09-20T13:02:00.153579', 'url': 'https://opendata.nhsbsa.net/dataset/906115a6-4155-44be-8b81-f8e83cebfb84/resource/87fee4ef-8c70-4036-93fd-0cc64dfb98ef/download/epd_snomed_202307.csv', 'last_modified': '2023-09-20T13:01:59.678950', 'position': 32, 'revision_id': '484b9bac-f1c9-493a-82ca-0b50e5da9c23', 'resource_type': None}, {'cache_last_updated': None, 'package_id': '906115a6-4155-44be-8b81-f8e83cebfb84', 'datastore_active': 'true', 'id': '759994f4-cadd-4e9c-8b3c-73d31ffdfbdc', 'size': 7185265230, 'title': 'English Prescribing Dataset (EPD) with SNOMED code - Aug 2023', 'restricted': '{level: public}', 'encoding': 'utf8', 'state': 'active', 'sha256': '764b69858e673e6b996507b7566e9936e848447780791f168a6f040143b7dc75', 'zip_url': 'https://storage.googleapis.com/dx-nhs-production/DATOPIAN_DATA/EPD_SNOMED_202308.ZIP', 'lfs_prefix': 'experimental-data-sets/english-prescribing-dataset-epd-with-snomed-code', 'schema': '{u\'fields\': [{u\'title\': u\'Year and Month as YYYYMM\',u\'description\': u\'Example: 201401\',u\'name\': u\'YEAR_MONTH\', u\'type\': u\'number\', u\'format\': u\'default\'},{u\'title\': u\'Regional Office Name\',u\'description\': u\'The name given to a geographical region by NHS England. Each region supports local systems to provide more joined up and care for patients.\',u\'name\': u\'REGIONAL_OFFICE_NAME\', u\'type\': u\'string\', u\'format\': u\'default\'},{u\'title\': u\'Regional Office Code\',u\'description\': u\'The unique code used to refer to a Regional Office.\',u\'name\': u\'REGIONAL_OFFICE_CODE\', u\'type\': u\'string\', u\'format\': u\'default\'},{u\'title\': u\'Integrated Care Board (ICB) Name\',u\'description\': u\'The name given to a geographical statutory organisation by NHS England that is a smaller division of a Region.\',u\'name\': u\'ICB_NAME\', u\'type\': u\'string\', u\'format\': u\'default\'},{u\'title\': u\'Integrated Care Board (ICB) Code\',u\'description\': u\'The unique code used to refer to an ICB.\',u\'name\': u\'ICB_CODE\', u\'type\': u\'string\', u\'format\': u\'default\'},{u\'title\': u\'Primary Care Organisation Name\',u\'description\': u\'An NHS organisation that commissions or provides care services involving prescriptions that are dispensed in the community. For example: a Sub Integrated Care Board Location (SICBL), an NHS Trust.\',u\'name\': u\'PCO_NAME\', u\'type\': u\'string\', u\'format\': u\'default\'},{u\'title\': u\'Primary Care Organisation Code\',u\'description\': u\'The unique code used to refer to a Primary Care Organisation.\',u\'name\': u\'PCO_CODE\', u\'type\': u\'string\', u\'format\': u\'default\'},{u\'title\': u\'Practice Name\',u\'description\': u\'The name of an organisation that employs one or more prescribers who issue prescriptions that may be dispensed in the community. For example:a GP Practice, an Out-of-Hours service, a hospital department within an NHS Trust.\',u\'name\': u\'PRACTICE_NAME\', u\'type\': u\'string\', u\'format\': u\'default\'},{u\'title\': u\'Practice Code\',u\'description\': u\'The unique code used to refer to a Practice.\',u\'name\': u\'PRACTICE_CODE\', u\'type\': u\'string\', u\'format\': u\'default\'},{u\'title\': u\'Address Field 1\',u\'description\': u\'The Address used by a Practice. This data is supplied by Primary Care Support England (PSCE), NHS England ICBs or the SICBL, whenever a new practice is opened or if a change of details is required.\',u\'name\': u\'ADDRESS_1\', u\'type\': u\'string\', u\'format\': u\'default\'},{u\'title\': u\'Address Field 2\',u\'description\': u\'The Address used by a Practice. This data is supplied by Primary Care Support England (PSCE), NHS England ICBs or the SICBL, whenever a new practice is opened or if a change of details is required.\',u\'name\': u\'ADDRESS_2\', u\'type\': u\'string\', u\'format\': u\'default\'},{u\'title\': u\'Address Field 3\',u\'description\': u\'The Address used by a Practice. This data is supplied by Primary Care Support England (PSCE), NHS England ICBs or the SICBL, whenever a new practice is opened or if a change of details is required.\',u\'name\': u\'ADDRESS_3\', u\'type\': u\'string\', u\'format\': u\'default\'},{u\'title\': u\'Address Field 4\',u\'description\': u\'The Address used by a Practice. This data is supplied by Primary Care Support England (PSCE), NHS England ICBs or the SICBL, whenever a new practice is opened or if a change of details is required.\',u\'name\': u\'ADDRESS_4\', u\'type\': u\'string\', u\'format\': u\'default\'},{u\'title\': u\'Post Code\',u\'description\': u\'The Address used by a Practice. This data is supplied by Primary Care Support England (PSCE), NHS England ICBs or the SICBL, whenever a new practice is opened or if a change of details is required.\',u\'name\': u\'POSTCODE\', u\'type\': u\'string\', u\'format\': u\'default\'},{u\'title\': u\'British National Formulary (BNF) Chemical Substance Code\',u\'description\': u\'A unique code used to refer to a BNF Chemical Substance.For example, 0501013B0\',u\'name\': u\'BNF_CHEMICAL_SUBSTANCE\', u\'type\': u\'string\', u\'format\': u\'default\'},{u\'title\': u\'British National Formulary (BNF) Chemical Substance Description\',u\'description\': u\'The name of the main active ingredient in a drug or the type of an appliance. Determined by the British National Formulatory (BNF) for drugs, or the NHS BSA for appliances. For example, Amoxicillin\',u\'name\': u\'CHEMICAL_SUBSTANCE_BNF_DESCR\', u\'type\': u\'string\', u\'format\': u\'default\'},{u\'title\': u\'British National Formulary (BNF) Code\',u\'description\': u\'The unique code used to refer to a BNF Presentation. For example, 0501013B0AAABAB\',u\'name\': u\'BNF_CODE\', u\'type\': u\'string\', u\'format\': u\'default\'},{u\'title\': u\'British National Formulary (BNF) Description\',u\'description\': u\'The name given to the specific type, strength, and formulation of a drug; or, the specific type of an appliance. For example, Amoxicillin 500mg capsules\',u\'name\': u\'BNF_DESCRIPTION\', u\'type\': u\'string\', u\'format\': u\'default\'},{u\'title\': u\'British National Formulary (BNF) Description\',u\'description\': u\'The name given to a British National Formulatory (BNF) Chapter that includes the prescribed product. Includes the numerical code used to refer to the chapter.For example, 05: Infections\',u\'name\': u\'BNF_CHAPTER_PLUS_CODE\', u\'type\': u\'string\', u\'format\': u\'default\'},{u\'title\': u\'Quantity\',u\'description\': u\'The quantity of a medicine, dressing or appliance for which an individual item was prescribed and dispensed, for each BNF Presentation. This represents a pseudo pack size, to illustrate the typical range of prescribed quantities of a given presentation. For example, a quantity of 28 for Amoxicillin 500mg capsules means that the pack size dispensed was 28 capsules.\',u\'name\': u\'QUANTITY\', u\'type\': u\'number\', u\'format\': u\'default\'},{u\'title\': u\'Items\',u\'description\': u\'The number of times a product appears on a prescription form. Prescription forms include both paper prescriptions and electronic messages.\',u\'name\': u\'ITEMS\', u\'type\': u\'number\', u\'format\': u\'default\'},{u\'title\': u\'Total Quantity\',u\'description\': u\'The total quantity of a drug or appliance that was prescribed.This is calculated by multiplying Quantity by Items. For example, if 2 items of Amoxicillin 500mg capsules with a quantity of 28 were prescribed, total quantity will be 56.\',u\'name\': u\'TOTAL_QUANTITY\', u\'type\': u\'number\', u\'format\': u\'default\'},{u\'title\': u\'Average Daily Quantity (ADQ)\',u\'description\': u\'Average Daily Quantity (ADQ) is the typical daily dose of a medication, prescribed to adult patients by GP Practices.This field shows the quantity prescribed multiplied by the strength, which is then divided by the Average Daily Quantity value.\',u\'name\': u\'ADQUSAGE\', u\'type\': u\'number\', u\'format\': u\'default\'},{u\'title\': u\'Net Ingredient Cost (NIC)\',u\'description\': u\'In GBP. The amount that would be paid using the basic price of the prescribed drug or appliance and the quantity prescribed.Sometimes called the "Net Ingredient Cost" (NIC).The basic price is given either in the Drug Tariff or is determined from prices published by manufacturers, wholesalers or suppliers. Basic price is set out in Parts 8 and 9 of the Drug Tariff. For any drugs or appliances not in Part 8, the price is usually taken from the manufacturer, wholesaler or supplier of the product.\',u\'name\': u\'NIC\', u\'type\': u\'number\', u\'format\': u\'default\'},{u\'title\': u\'Actual Cost\',u\'description\': u\'In GBP. The basic cost after adjustment for the national average discount and some payments to the dispenser.See notes for details of the calculation. The calculation is:Net Ingredient Cost - National Average Discount Percentage + (payment for consumables + out of pocket expenses + payment for containers)\',u\'name\': u\'ACTUAL_COST\', u\'type\': u\'number\', u\'format\': u\'default\'},{u\'title\': u\'Unidentified\',u\'description\': u\'This field shows data from prescription forms that could not be allocated to a Practice. Please see the guidance notes for a more detailed explanation of this field, and its uses.\',u\'name\': u\'UNIDENTIFIED\', u\'type\': u\'string\', u\'format\': u\'default\'},{u\'title\': u\'Presentation SNOMED code\',u\'description\': u\'A SNOMED CT (Systemised Nomenclature of Medicine Clinical Terms) is a clinical vocabulary readable by computers. The SNOMED code contained within the data is a unique identifier for each Medicinal Product (both VMP and AMP level). The identifier will not be re-used and or allocated to another presentation.\',u\'name\': u\'SNOMED_CODE\', u\'type\': u\'number\', u\'format\': u\'default\'}], u\'missingValues\': [u\'\']}', 'bq_table_name': 'EPD_SNOMED_202308', 'hash': '764b69858e673e6b996507b7566e9936e848447780791f168a6f040143b7dc75', 'description': '', 'format': 'CSV', 'mimetype_inner': None, 'url_type': 'upload', 'mimetype': 'text/csv', 'cache_url': None, 'name': 'EPD_SNOMED_202308', 'created': '2023-10-17T15:35:06.778677', 'url': 'https://opendata.nhsbsa.net/dataset/906115a6-4155-44be-8b81-f8e83cebfb84/resource/759994f4-cadd-4e9c-8b3c-73d31ffdfbdc/download/epd_snomed_202308.csv', 'last_modified': '2023-10-17T15:35:06.623206', 'position': 33, 'revision_id': 'f63b4147-1e89-4f5d-9650-14c96e16d2b9', 'resource_type': None}], 'num_resources': 34, 'tags': [{'vocabulary_id': None, 'state': 'active', 'display_name': 'Experimental', 'id': 'e0f16473-c39e-4206-a2bf-143875873f51', 'name': 'Experimental'}, {'vocabulary_id': None, 'state': 'active', 'display_name': 'Prescribing', 'id': '10a6f51b-4115-4116-963e-e777282ae7db', 'name': 'Prescribing'}, {'vocabulary_id': None, 'state': 'active', 'display_name': 'Prescriptions', 'id': '625e4706-25ca-430e-9024-d5afa85dbe05', 'name': 'Prescriptions'}], 'groups': [], 'license_id': 'OGL-UK-3.0', 'relationships_as_subject': [], 'organization': {'description': 'A sandbox area that hosts experimental and innovative datasets.', 'created': '2021-04-30T09:06:53.622168', 'title': 'Experimental Data Sets', 'name': 'experimental-data-sets', 'is_organization': True, 'state': 'active', 'image_url': 'https://storage.googleapis.com/dx-nhs-production/_assets/group/experimental-icon.jpg', 'revision_id': 'a9af9e39-81cb-4e2b-8ee2-e2f2b4ec1fa6', 'type': 'organization', 'id': '3d55cbc1-7ff0-4818-a3ac-e0da3c3698cd', 'approval_status': 'approved'}, 'name': 'english-prescribing-dataset-epd-with-snomed-code', 'isopen': True, 'url': 'NHS Business Services Authority (NHSBSA) Data warehouse ', 'notes': "The English Prescribing Data set contains detailed information on prescriptions issued in England that have been dispensed in England, Wales, Scotland, Guernsey, Alderney, Jersey, and the Isle of Man. This experimental version of the data contains an additional column - SNOMED Code.\r\n\r\nWe are releasing this as an experimental data set initially to allow users to provide us with feedback on its use and utility and to allow you to make any amendments that are needed to your own systems before we implement these changes in the live version of the data. You can provide us with feedback by completing [the online form](https://wh1.snapsurveys.com/s.asp?k=161943168158) or by emailing [DataServicesSupport@nhsbsa.nhs.uk](mailto:DataServicesSupport@nhsbsa.nhs.uk). This data set will be updated each month and then merged with the existing EPD in the future once we are confident it meets our user's needs.\r\n\r\nThe inclusion of SNOMED Code within the data means that it is now at a more granular level and the data files are larger than they were before. We estimate that each monthly release will now increase in size by approximately 1.25 million rows and 200MB in file size. You can read more about the changes we have made in the provided guidance document.\r\n\r\n[English Prescribing Dataset (EPD) Guidance (ODT: 236KB)](https://github.com/NHSBSA-Open-Data/OPD/raw/main/EPD_SNOMED_release_guidance_v003.odt)\r\n\r\n[English Prescribing Dataset (EPD) Guidance (PDF: 249KB)](https://github.com/NHSBSA-Open-Data/OPD/raw/main/EPD_SNOMED_release_guidance_v003.pdf)\r\n\r\n## Notices\r\n\r\n**15 July 2022:** In the May 2022 EPD with Snomed code release the STP Name and STP code columns have been replaced with Integrated Care Board (ICB) and ICB code columns. CCG’s (Clinical Commissioning Groups) will be renamed as SICBL’s (Sub Integrated Care Board Locations) within the PCO Name Column, for example, KIRKLEES CCG will be changing to NHS WEST YORKSHIRE ICB X2C4Y. \r\n\r\nThis is to reflect the new NHS organisational structure - details can be found at the [NHS Digital’s Integrated Care Board page](https://digital.nhs.uk/services/organisation-data-service/integrated-care-boards).", 'owner_org': '3d55cbc1-7ff0-4818-a3ac-e0da3c3698cd', 'extras': [{'key': 'tableschema', 'value': '{"fields": [{"name": "YEAR_MONTH", "title": "Year and Month as YYYYMM", "type": "integer", "description": "Example: `201401`"}, {"name": "REGIONAL_OFFICE_NAME", "title": "Regional Office Name", "type": "string", "description": "The name given to a geographical region by NHS England. Each region supports local systems to provide more joined up and care for patients."}, {"name": "REGIONAL_OFFICE_CODE", "title": "Regional Office Code", "type": "string", "description": "The unique code used to refer to a Regional Office."}, {"name": "AREA_TEAM_NAME", "title": "Area Team Name", "type": "string", "description": "The name given to a geographical area by NHS England that is a smaller division of a Regional Office. (This column is only present in data from Jan 2014 to Mar 2020)"}, {"name": "AREA_TEAM_CODE", "title": "Area Team Code", "type": "string", "description": "The unique code used to refer to an Area Team. (This column is only present in data from Jan 2014 to Mar 2020)"}, {"name": "STP_NAME", "title": "Area Team Name", "type": "string", "description": "The name given to a geographical area by NHS England that is a smaller division of a Region. STP stands for Sustainability and Transformation Partnership"}, {"name": "STP_CODE", "title": "Area Team Code", "type": "string", "description": "The unique code used to refer to an STP. STP stands for Sustainability and Transformation Partnership."}, {"name": "PCO_NAME", "title": "Primary Care Organisation Name", "type": "string", "description": "An NHS organisation that commissions or provides care services involving prescriptions that are dispensed in the community. \\n\\nFor example: a Clinical Commissioning Group (CCG), an NHS Trust."}, {"name": "PCO_CODE", "title": "Primary Care Organisation Code", "type": "string", "description": "The unique code used to refer to a Primary Care Organisation."}, {"name": "PRACTICE_NAME", "title": "Practice Name ", "type": "string", "description": "The name of an organisation that employs one or more prescribers who issue prescriptions that may be dispensed in the community. For example:\\na GP Practice, an Out-of-Hours service, a hospital department within an NHS Trust."}, {"name": "PRACTICE_CODE", "title": "Practice Code", "type": "string", "description": "The unique code used to refer to a Practice."}, {"name": "ADDRESS_1", "title": "Address Field 1", "type": "string", "description": "The Address used by a Practice. This data is supplied by Primary Care Support England (PSCE), NHS England Area Teams or the Clinical Commissioning Group, whenever a new practice is opened or if a change of details is required.\\n\\nThis data is supplied by Primary Care Support England (PSCE), NHS England Area Teams or the Clinical Commissioning Group, whenever a new practice is opened or if a change of details is required."}, {"name": "ADDRESS_2", "title": "Address Field 2", "type": "string", "description": "The Address used by a Practice. This data is supplied by Primary Care Support England (PSCE), NHS England Area Teams or the Clinical Commissioning Group, whenever a new practice is opened or if a change of details is required.\\n\\nThis data is supplied by Primary Care Support England (PSCE), NHS England Area Teams or the Clinical Commissioning Group, whenever a new practice is opened or if a change of details is required."}, {"name": "ADDRESS_3", "title": "Address Field 3", "type": "string", "description": "The Address used by a Practice. This data is supplied by Primary Care Support England (PSCE), NHS England Area Teams or the Clinical Commissioning Group, whenever a new practice is opened or if a change of details is required.\\n\\nThis data is supplied by Primary Care Support England (PSCE), NHS England Area Teams or the Clinical Commissioning Group, whenever a new practice is opened or if a change of details is required."}, {"name": "ADDRESS_4", "title": "Address Field 4", "type": "string", "description": "The Address used by a Practice. This data is supplied by Primary Care Support England (PSCE), NHS England Area Teams or the Clinical Commissioning Group, whenever a new practice is opened or if a change of details is required.\\n\\nThis data is supplied by Primary Care Support England (PSCE), NHS England Area Teams or the Clinical Commissioning Group, whenever a new practice is opened or if a change of details is required."}, {"name": "POSTCODE", "title": "Post Code", "type": "string", "description": "The Address used by a Practice. This data is supplied by Primary Care Support England (PSCE), NHS England Area Teams or the Clinical Commissioning Group, whenever a new practice is opened or if a change of details is required.\\n\\nThis data is supplied by Primary Care Support England (PSCE), NHS England Area Teams or the Clinical Commissioning Group, whenever a new practice is opened or if a change of details is required."}, {"name": "BNF_CHEMICAL_SUBSTANCE", "title": " British National Formulatory (BNF) Chemical Substance Code", "type": "string", "description": "A unique code used to refer to a BNF Chemical Substance.\\n\\nFor example, `0501013B0`"}, {"name": "CHEMICAL_SUBSTANCE_BNF_DESCR", "title": " British National Formulatory (BNF) Chemical Substance Description", "type": "string", "description": "The name of the main active ingredient in a drug or the type of an appliance. \\n\\nDetermined by the British National Formulatory (BNF) for drugs, or the NHS BSA for appliances. For example, `Amoxicillin`"}, {"name": "BNF_CODE", "title": " British National Formulatory (BNF) Code", "type": "string", "description": "The unique code used to refer to a BNF Presentation. For example, `0501013B0AAABAB`"}, {"name": "BNF_DESCRIPTION", "title": " British National Formulatory (BNF) Description", "type": "string", "description": "The name given to the specific type, strength, and formulation of a drug; or, the specific type of an appliance. For example, `Amoxicillin 500mg` capsules"}, {"name": "BNF_CHAPTER_PLUS_CODE", "title": "British National Formulatory (BNF) Description", "type": "string", "description": "The name given to a British National Formulatory (BNF) Chapter that includes the prescribed product. Includes the numerical code used to refer to the chapter.\\n\\nFor example, `05: Infections`"}, {"name": "QUANTITY", "title": "Quantity", "type": "number", "description": "The quantity of a medicine, dressing or appliance for which an individual item was prescribed and dispensed, for each BNF Presentation. This represents a pseudo pack size, to illustrate the typical range of prescribed quantities of a given presentation. For example, a quantity of 28 for `Amoxicillin 500mg` capsules means that the pack size dispensed was 28 capsules."}, {"name": "ITEMS", "title": "Items", "type": "integer", "description": "The number of times a product appears on a prescription form. Prescription forms include both paper prescriptions and electronic messages."}, {"name": "TOTAL_QUANTITY", "title": "Total Quantity", "type": "number", "description": "The total quantity of a drug or appliance that was prescribed.\\n\\nThis is calculated by multiplying Quantity by Items. For example, if 2 items of `Amoxicillin 500mg` capsules with a quantity of 28 were prescribed, total quantity will be 56."}, {"name": "ADQUSAGE", "title": "Average Daily Quantity (ADQ) ", "type": "number", "description": "Average Daily Quantity (ADQ) is the typical daily dose of a medication, prescribed to adult patients by GP Practices.\\n\\nThis field shows the quantity prescribed multiplied by the strength, which is then divided by the Average Daily Quantity value."}, {"name": "NIC", "title": "Net Ingredient Cost (NIC)", "type": "number", "description": "The amount that would be paid using the basic price of the prescribed drug or appliance and the quantity prescribed.\\n\\nSometimes called the \'Net Ingredient Cost\' (NIC).\\n\\nThe basic price is given either in the Drug Tariff or is determined from prices published by manufacturers, wholesalers or suppliers. Basic price is set out in Parts 8 and 9 of the Drug Tariff. \\n\\nFor any drugs or appliances not in Part 8, the price is usually taken from the manufacturer, wholesaler or supplier of the product."}, {"name": "ACTUAL_COST", "title": "Actual Cost ", "type": "number", "description": "The basic cost after adjustment for the national average discount and some payments to the dispenser.\\n\\nSee notes for details of the calculation. The calculation is:\\n\\nNet Ingredient Cost - National Average Discount Percentage + (payment for consumables + out of pocket expenses + payment for containers)"}, {"name": "UNIDENTIFIED", "title": "Unidentified", "type": "boolean", "description": "This field shows data from prescription forms that could not be allocated to a Practice. Please see the guidance notes for a more detailed explanation of this field, and its uses."}, {"name": "SNOMED_CODE", "title": "Presentation SNOMED code", "type": "interger", "description": "Example: `323510009`"]}'}], 'license_url': 'https://www.nationalarchives.gov.uk/doc/open-government-licence/version/3/', 'title': 'English Prescribing Dataset (EPD) with SNOMED Code', 'revision_id': '7dc12417-593b-460c-bf9c-4eda176e885e'}}, 'permission_labels': None} English Prescribing Dataset (EPD) with SNOMED Code 2 years ago

Giuseppe Pasculli create a new discussion board
English Prescribing Dataset (EPD) with SNOMED Code 2 years ago

English Prescribing Dataset (EPD) with SNOMED Code

Community Prescribing & Dispensing

License

English Prescribing Dataset (EPD) with SNOMED Code

Community Prescribing & Dispensing

Social

License