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Rewrite ingest_asp.py with academic rigor: - Strict filter to skin_substitute_hcpcs.csv code universe (NO regex) - 28 non-skin-sub Q4 codes excluded (Q4054 darbepoetin, Q4055 epoetin, Q4074-Q4099 ESRD drugs) that were incorrectly included before - source_url and source_file columns on every output row (100% provenance) - Documented column mapping rationale across 20 years of CMS format drift - DuckDB path corrected to data/aco.duckdb Result: 1,974 observations, 68 quarters (2009-Q1–2025-Q4), 169 codes Canonical source URLs: data/cms/asp_source_urls.csv (86 CMS.gov URLs) Refs #233
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CSV
88 lines
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CSV
quarter,url
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2026-Q2,https://www.cms.gov/files/zip/april-2026-medicare-part-b-payment-limit-files-03-24-2026-final-file.zip
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2026-Q1,https://www.cms.gov/files/zip/january-2026-medicare-part-b-payment-limit-files.zip
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2025-Q4,https://www.cms.gov/files/zip/october-2025-asp-pricing-final-file.zip
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2025-Q3,https://www.cms.gov/files/zip/july-2025-asp-pricing-file.zip
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2025-Q2,https://www.cms.gov/files/zip/april-2025-asp-pricing-file.zip
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2025-Q1,https://www.cms.gov/files/zip/january-2025-asp-pricing-file-03/11/25-final-file.zip
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2024-Q4,https://www.cms.gov/files/zip/october-2024-asp-pricing-file.zip
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2024-Q3,https://www.cms.gov/files/zip/july-2024-asp-pricing-file.zip
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2024-Q2,https://www.cms.gov/files/zip/april-2024-asp-pricing-file.zip
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2024-Q1,https://www.cms.gov/files/zip/january-2024-asp-pricing-file.zip
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2023-Q4,https://www.cms.gov/files/zip/october-2023-asp-pricing-file.zip
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2023-Q3,https://www.cms.gov/files/zip/july-2023-asp-pricing-file.zip
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2023-Q2,https://www.cms.gov/files/zip/april-2023-asp-pricing-file.zip
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2023-Q1,https://www.cms.gov/files/zip/january-2023-asp-pricing-file.zip
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2022-Q4,https://www.cms.gov/files/zip/october-2022-asp-pricing-file.zip
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2022-Q3,https://www.cms.gov/files/zip/july-2022-asp-pricing-file.zip
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2022-Q2,https://www.cms.gov/files/zip/april-2022-asp-pricing-file.zip
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2022-Q1,https://www.cms.gov/files/zip/january-2022-asp-pricing-file.zip
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2021-Q4,https://www.cms.gov/files/zip/october-2021-asp-pricing-file.zip
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2021-Q3,https://www.cms.gov/files/zip/july-2021-asp-pricing-file.zip
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2021-Q2,https://www.cms.gov/files/zip/april-2021-asp-pricing-file.zip
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2021-Q1,https://www.cms.gov/files/zip/january-2021-asp-pricing-file.zip
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2020-Q4,https://www.cms.gov/files/zip/october-2020-asp-pricing-file.zip
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2020-Q3,https://www.cms.gov/files/zip/july-2020-asp-pricing-file-updated-06012020.zip
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2020-Q2,https://www.cms.gov/files/zip/april-2020-asp-pricing-file.zip
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2020-Q1,https://www.cms.gov/files/zip/january-2020-asp-pricing-file.zip
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2019-Q4,https://www.cms.gov/Medicare/Medicare-Fee-for-Service-Part-B-Drugs/McrPartBDrugAvgSalesPrice/downloads/2019-Oct-ASP-Pricing-File.zip
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2019-Q3,https://www.cms.gov/Medicare/Medicare-Fee-for-Service-Part-B-Drugs/McrPartBDrugAvgSalesPrice/Downloads/2019-July-ASP-Pricing-File.zip
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2019-Q2,https://www.cms.gov/Medicare/Medicare-Fee-for-Service-Part-B-Drugs/McrPartBDrugAvgSalesPrice/downloads/April-2019-ASP-Pricing-File.zip
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2019-Q1,https://www.cms.gov/Medicare/Medicare-Fee-for-Service-Part-B-Drugs/McrPartBDrugAvgSalesPrice/Downloads/2019-January-ASP-Pricing-File.zip
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2018-Q4,https://www.cms.gov/Medicare/Medicare-Fee-for-Service-Part-B-Drugs/McrPartBDrugAvgSalesPrice/Downloads/2018-Oct-ASP-Pricing-File.zip
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2018-Q3,https://www.cms.gov/Medicare/Medicare-Fee-for-Service-Part-B-Drugs/McrPartBDrugAvgSalesPrice/Downloads/2018-July-ASP-Pricing-File.zip
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2018-Q2,https://www.cms.gov/Medicare/Medicare-Fee-for-Service-Part-B-Drugs/McrPartBDrugAvgSalesPrice/Downloads/2018-April-ASP-Pricing-File.zip
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2018-Q1,https://www.cms.gov/Medicare/Medicare-Fee-for-Service-Part-B-Drugs/McrPartBDrugAvgSalesPrice/Downloads/2018-January-ASP-Pricing-File.zip
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2017-Q4,https://www.cms.gov/Medicare/Medicare-Fee-for-Service-Part-B-Drugs/McrPartBDrugAvgSalesPrice/Downloads/2017-October-ASP-Pricing-File.zip
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2017-Q3,https://www.cms.gov/Medicare/Medicare-Fee-for-Service-Part-B-Drugs/McrPartBDrugAvgSalesPrice/Downloads/2017-July-ASP-Pricing-File.zip
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2017-Q2,https://www.cms.gov/Medicare/Medicare-Fee-for-Service-Part-B-Drugs/McrPartBDrugAvgSalesPrice/Downloads/2017-April-ASP-Pricing.zip
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2017-Q1,https://www.cms.gov/Medicare/Medicare-Fee-for-Service-Part-B-Drugs/McrPartBDrugAvgSalesPrice/Downloads/2017-January-ASP-Pricing-Files.zip
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2016-Q4,https://www.cms.gov/Medicare/Medicare-Fee-for-Service-Part-B-Drugs/McrPartBDrugAvgSalesPrice/Downloads/2016-October-ASP-Pricing-File.zip
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2016-Q3,https://www.cms.gov/Medicare/Medicare-Fee-for-Service-Part-B-Drugs/McrPartBDrugAvgSalesPrice/Downloads/2016-July-ASP-Pricing-File.zip
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2016-Q2,https://www.cms.gov/Medicare/Medicare-Fee-for-Service-Part-B-Drugs/McrPartBDrugAvgSalesPrice/downloads/2016-April-ASP-Pricing-File.zip
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2016-Q1,https://www.cms.gov/Medicare/Medicare-Fee-for-Service-Part-B-Drugs/McrPartBDrugAvgSalesPrice/downloads/2016-January-ASP-Pricing-File.zip
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2015-Q4,https://www.cms.gov/Medicare/Medicare-Fee-for-Service-Part-B-Drugs/McrPartBDrugAvgSalesPrice/downloads/2015-October-ASP-Pricing-File.zip
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2015-Q3,https://www.cms.gov/Medicare/Medicare-Fee-for-Service-Part-B-Drugs/McrPartBDrugAvgSalesPrice/downloads/2015-July-ASP-Pricing-File.zip
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2015-Q2,https://www.cms.gov/Medicare/Medicare-Fee-for-Service-Part-B-Drugs/McrPartBDrugAvgSalesPrice/downloads/2015-April-ASP-Pricing-File.zip
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2015-Q1,https://www.cms.gov/Medicare/Medicare-Fee-for-Service-Part-B-Drugs/McrPartBDrugAvgSalesPrice/downloads/2015-January-ASP-Pricing-File.zip
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2014-Q4,https://www.cms.gov/Medicare/Medicare-Fee-for-Service-Part-B-Drugs/McrPartBDrugAvgSalesPrice/downloads/2014-October-ASP-Pricing-File.zip
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2014-Q3,https://www.cms.gov/Medicare/Medicare-Fee-for-Service-Part-B-Drugs/McrPartBDrugAvgSalesPrice/downloads/Jul-2014-ASP-Pricing-File.zip
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2014-Q2,https://www.cms.gov/Medicare/Medicare-Fee-for-Service-Part-B-Drugs/McrPartBDrugAvgSalesPrice/downloads/Apr-14-ASP-Pricing-File.zip
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2014-Q1,https://www.cms.gov/Medicare/Medicare-Fee-for-Service-Part-B-Drugs/McrPartBDrugAvgSalesPrice/downloads/Jan-14-ASP-Pricing-File.zip
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2013-Q4,https://www.cms.gov/Medicare/Medicare-Fee-for-Service-Part-B-Drugs/McrPartBDrugAvgSalesPrice/downloads/2013-October-ASP-Pricing-File.zip
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2013-Q3,https://www.cms.gov/Medicare/Medicare-Fee-for-Service-Part-B-Drugs/McrPartBDrugAvgSalesPrice/downloads/2013-July-ASP-Pricing-File.zip
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2013-Q2,https://www.cms.gov/Medicare/Medicare-Fee-for-Service-Part-B-Drugs/McrPartBDrugAvgSalesPrice/downloads/Apr-13-ASP-Pricing-file.zip
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2013-Q1,https://www.cms.gov/Medicare/Medicare-Fee-for-Service-Part-B-Drugs/McrPartBDrugAvgSalesPrice/downloads/Jan-2013-ASP-Pricing-File.zip
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2012-Q4,https://www.cms.gov/Medicare/Medicare-Fee-for-Service-Part-B-Drugs/McrPartBDrugAvgSalesPrice/downloads/October-2012-ASP-Pricing-File.zip
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2012-Q3,https://www.cms.gov/Medicare/Medicare-Fee-for-Service-Part-B-Drugs/McrPartBDrugAvgSalesPrice/downloads/July-2012-ASP-Pricing-File.zip
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2012-Q2,https://www.cms.gov/Medicare/Medicare-Fee-for-Service-Part-B-Drugs/McrPartBDrugAvgSalesPrice/downloads/April-2012-ASP-Pricing-file-revised030513.zip
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2012-Q1,https://www.cms.gov/Medicare/Medicare-Fee-for-Service-Part-B-Drugs/McrPartBDrugAvgSalesPrice/downloads/Jan_2012_ASP_Pricing_File.zip
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2011-Q4,https://www.cms.gov/Medicare/Medicare-Fee-for-Service-Part-B-Drugs/McrPartBDrugAvgSalesPrice/downloads/Oct_2011_ASP_Pricing_File.zip
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2011-Q3,https://www.cms.gov/Medicare/Medicare-Fee-for-Service-Part-B-Drugs/McrPartBDrugAvgSalesPrice/downloads/July_2011_ASP_Pricing_File.zip
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2011-Q2,https://www.cms.gov/Medicare/Medicare-Fee-for-Service-Part-B-Drugs/McrPartBDrugAvgSalesPrice/downloads/April_2011_ASP_Pricing_File.zip
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2011-Q1,https://www.cms.gov/Medicare/Medicare-Fee-for-Service-Part-B-Drugs/McrPartBDrugAvgSalesPrice/downloads/January2011_ASP_PricingFile.zip
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2010-Q4,https://www.cms.gov/Medicare/Medicare-Fee-for-Service-Part-B-Drugs/McrPartBDrugAvgSalesPrice/downloads/October_2010_ASP_Pricing_File.zip
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2010-Q3,https://www.cms.gov/Medicare/Medicare-Fee-for-Service-Part-B-Drugs/McrPartBDrugAvgSalesPrice/downloads/July_2010_ASP_Pricing_File.zip
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2010-Q2,https://www.cms.gov/Medicare/Medicare-Fee-for-Service-Part-B-Drugs/McrPartBDrugAvgSalesPrice/downloads/April_2010_ASP_Pricing_File.zip
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2010-Q1,https://www.cms.gov/Medicare/Medicare-Fee-for-Service-Part-B-Drugs/McrPartBDrugAvgSalesPrice/downloads/January_2010_ASP_Pricing_File.zip
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2009-Q4,https://www.cms.gov/Medicare/Medicare-Fee-for-Service-Part-B-Drugs/McrPartBDrugAvgSalesPrice/downloads/October_2009_ASP_Pricing_File.zip
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2009-Q3,https://www.cms.gov/Medicare/Medicare-Fee-for-Service-Part-B-Drugs/McrPartBDrugAvgSalesPrice/downloads/July_2009_ASP_Pricing_File.zip
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2009-Q2,https://www.cms.gov/Medicare/Medicare-Fee-for-Service-Part-B-Drugs/McrPartBDrugAvgSalesPrice/downloads/April_2009_ASP_Pricing_File_by_HCPCS.zip
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2009-Q1,https://www.cms.gov/Medicare/Medicare-Fee-for-Service-Part-B-Drugs/McrPartBDrugAvgSalesPrice/downloads/JAN_2009_ASP_Pricing_File_by_HCPCS.zip
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2008-Q4,https://www.cms.gov/Medicare/Medicare-Fee-for-Service-Part-B-Drugs/McrPartBDrugAvgSalesPrice/downloads/October2008ASPPricingFilebyHCPCS.zip
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2008-Q3,https://www.cms.gov/Medicare/Medicare-Fee-for-Service-Part-B-Drugs/McrPartBDrugAvgSalesPrice/downloads/July2008ASPPricingFilebyHCPCS.zip
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2008-Q2,https://www.cms.gov/Medicare/Medicare-Fee-for-Service-Part-B-Drugs/McrPartBDrugAvgSalesPrice/downloads/April08ASPbyHCPCS.zip
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2008-Q1,https://www.cms.gov/Medicare/Medicare-Fee-for-Service-Part-B-Drugs/McrPartBDrugAvgSalesPrice/downloads/Jan08ASPbyHCPCS.zip
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2007-Q4,https://www.cms.gov/Medicare/Medicare-Fee-for-Service-Part-B-Drugs/McrPartBDrugAvgSalesPrice/downloads/October07ASPbyHCPCS.zip
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2007-Q3,https://www.cms.gov/Medicare/Medicare-Fee-for-Service-Part-B-Drugs/McrPartBDrugAvgSalesPrice/downloads/July07ASPbyHCPCS_121707.zip
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2007-Q2,https://www.cms.gov/Medicare/Medicare-Fee-for-Service-Part-B-Drugs/McrPartBDrugAvgSalesPrice/downloads/April07ASPbyHCPCS_121707.zip
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2007-Q1,https://www.cms.gov/Medicare/Medicare-Fee-for-Service-Part-B-Drugs/McrPartBDrugAvgSalesPrice/downloads/Jan07ASPbyHCPCS_121707.zip
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2006-Q4,https://www.cms.gov/Medicare/Medicare-Fee-for-Service-Part-B-Drugs/McrPartBDrugAvgSalesPrice/downloads/oct06asp_hcpcs.zip
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2006-Q3,https://www.cms.gov/Medicare/Medicare-Fee-for-Service-Part-B-Drugs/McrPartBDrugAvgSalesPrice/downloads/july06asp_hcpcs.zip
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2006-Q2,https://www.cms.gov/Medicare/Medicare-Fee-for-Service-Part-B-Drugs/McrPartBDrugAvgSalesPrice/downloads/apr06pricing.zip
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2006-Q1,https://www.cms.gov/Medicare/Medicare-Fee-for-Service-Part-B-Drugs/McrPartBDrugAvgSalesPrice/downloads/Jan06pricing.zip
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2005-Q4,https://www.cms.gov/Medicare/Medicare-Fee-for-Service-Part-B-Drugs/McrPartBDrugAvgSalesPrice/downloads/oct05aspbyhcpcs033106v2.zip
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2005-Q3,https://www.cms.gov/Medicare/Medicare-Fee-for-Service-Part-B-Drugs/McrPartBDrugAvgSalesPrice/downloads/jul05aspbyhcpcs_032906.zip
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2005-Q2,https://www.cms.gov/Medicare/Medicare-Fee-for-Service-Part-B-Drugs/McrPartBDrugAvgSalesPrice/downloads/apr05aspbyhcpcsv8_033106.zip
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2005-Q1,https://www.cms.gov/Medicare/Medicare-Fee-for-Service-Part-B-Drugs/McrPartBDrugAvgSalesPrice/downloads/jan05aspbyhcpcsv6_033106.zip
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