GUIDES / PUT THE DATA TO WORK
Small examples you can run, with real reference rows and results you can check. Start here before bringing in your own data.
DRUG CLASSIFICATION · PYTHON
Join package codes to therapeutic groups, preserve every input line, and distinguish a missing code from a missing classification.
8 input rows · 6 outcomes · free Python + CSV
Work through the example →DRUG REFERENCE · PYTHON
See how an unchecked join turns 124 units into 174, then use the FDA reference’s enrichment script to preserve the original inventory.
8 input rows · 124 units kept · free example
Work through the example →Looking for fields, coverage or prices? Browse all four datasets. For differences between releases, visit Updates.
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