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Data sources

Documentation

🌱Getting started 💿Installation ☁️Loading data with Airflow 💻Querying the database 🔍Finding tables in pgAdmin 💡How SageRx works

Data dictionary

😎Show me the data 📁Data sources 💽Source data 🧩Staging data ✨Intermediate data 🛒Marts

Use cases

⚒️Use cases 💼Example queries

Data sources

The original sources of raw open drug data.

Name	Source Data
ASHP	ASHP Drug Shortages
NLM	RxNorm Full RxTerms MedlinePlus DailyMed DailyMed Mapping Files DailyMed Indexing and REMS Files Drug Interactions FDA Compounded Drugs LactMed PubChem Value Set Authority Center (VSAC)RxNorm Historical RxClass ATC to Product RXCUI
FDA	FDA NDC Directory FDA Excluded FDA Unfinished Orange Book REMS 503B FAERS Adverse Event Reports Drugs@FDA Purple Book Wholesale Distributor and Third-Party Logistics Providers Drug Establishments Current Registration Site NDC/NHRIC Labeler Codes FDA Enforcement Reports (Recalls)FDA NDC SPL Data Elements (NSDE)OpenFDA Human NDC Directory Global Unique Device Identification Database (GUDID)
CMS	NADAC Medicaid Drug Rebate Program - New/Reinstated and Terminated Labeler Information Medicare Part D Prescription Drug Plan Formulary, Pharmacy Network, and Pricing Information Medicaid Covered Outpatient Prescription Drug Reimbursement Information by State Medicaid Utilization CMS Alpha-Numeric HCPCS CMS Drug Spending CMS Formulary Medicare Advantage / Part D Contract and Enrollment Data CMS I/OCE ACA FUL (Federal Upper Limit)Medicaid Drug Rebate Program Data Medicare NCCI Medically Unlikely Edits (MUEs)
Canadian Government	Canada Vigilance Adverse Reaction Database Canada Drug Product Database (DPD)Canadian Drug Ontology
European Medicines Agency (EMA)	European Public Assessment Reports (EPAR)EMA Shortages
X12	Remittance Advice Remark Codes Claim Adjustment Reason Codes
USP	USP Medicare Model Guidelines
NCI	SEER*Rx
Bioinformatics and Drug Design Group (BIDD)	Therapeutic Target Database
CBDD Group	DDInter
Biobyte Solutions	SIDER
Texas HHS	Texas Formulary Drug File (340B Pricing)
Alabama Medicaid Agency	Alabama Average Acquisition Cost (AAC)
University of New Mexico	DrugCentral
Harvard University	PrimeKG
UK Government	UK Teratology Information Service
Australian Government	Australian Pregnancy Categories Australian Drug Labels Australian Non-Prescription Medications Pharmaceutical Benefits Scheme (PBS)
NIDDK	LiverTox
Office of Dietary Supplements	Dietary Supplement Label Database (DSLD)Dietary Supplement Ingredient Database (DSID)Dietary Supplement Fact Sheets
WHO	ATC DDD Codes
CDC	CVX Codes VG Codes
NCATS	Global Substance Registration System (GSRS)

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Data sources
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