Independent analysis · 2026

From a public table to a usable file

How published factsheet totals become a file someone else can check.

Where: Independent technical work
Role: Independent
Period: 2026
Methods: Python · SQL · reproducible extract
Output: Python and SQL workflow that reads, checks and joins published NFHS totals into a policy-ready extract.

Take NFHS-5 Phase-II totals, check them, compute a phone gap, write a clean extract. Python and SQL in the artefacts folder do that at the scale of a published table.

clean.py query.sql Input CSV