Free sample — 50 drugs

Try the data before you buy

Download a curated 50-drug sample of TwinFyRx enrichment data. Includes drug profiles, ICD-10 volume estimates, and HCC suspects — in CSV, Parquet, and DuckDB formats with sample queries to get started immediately.

What’s in the sample

drug_profile

Core drug data enriched with therapy behavior attributes

drug_iddrug_nameingredientdose_formtherapy_patternspecialty_flagbenefit_channel

~200 rows across 50 drug forms

drug_icd10_estimate

Share of each drug's prescriptions per ICD-10 diagnosis code

drug_idicd10_codeuse_typepct_volumeis_dominant_indication

~300 rows (multi-indication mappings)

drug_hcc_suspect

CMS-HCC and RxHCC categories each drug points at, with a confidence tier

drug_idmodel_keycccc_labelpct_volumeconfidence_tiercontributing_icd10_codes

~6,200 rows (three risk models)

hcc_category / hcc_hierarchy

CMS's name for each risk-adjustment category, and which categories outrank which

model_keycclabelhigher_cclower_cc

285 names, 292 hierarchy pairs

icd10

ICD-10-CM codes that carry a CMS-HCC or RxHCC category, with the category per model

icd10_codediagnosishcc_v28hcc_v24rxhcc_v08is_billable

~11,000 rows (codes with a category)

ndc_crosswalk

Multi-source NDC to drug mappings with provenance ranking

ndc11ndc9labeler_codedrug_idsource_rank

NDCs across all 50 sample drugs

Drugs in this sample

A cross-section spanning GLP-1s, oncology, immunology, cardiovascular, CNS, respiratory, specialty injectables, and common generics.

OzempicKeytrudaHumiraEliquisEntrestoDupixentAtorvastatinMetforminJardianceXareltoOpdivoRinvoqBreo ElliptaDuloxetineVyvanseLinzessNurtecTacrolimusTivicayTecfideraProliaAmoxicillinOmeprazoleLevothyroxineIbuprofen+25 more

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CSV, Parquet, and DuckDB formats
Sample SQL and Python quickstart code
50 drugs across 15+ therapeutic areas

Free access. No credit card required.