Improve electricity and gas imputations to match NEED 2023 admin data#286

Merged

MaxGhenis merged 8 commits intomainfrom

feat/energy-imputation-improvements

Mar 6, 2026

Commits on Mar 6, 2026

Improve energy imputations to match NEED 2023 admin data
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Fix ruff E701 lint errors in energy calibration test
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Apply black formatting to consumption and test files
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Fix review issues: NEED 2022→2023 typos, remove unused rate var, drop B231 ref

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Simplify raking: precompute NEED spend targets and masks

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Add sanity tests: non-negativity, national mean, elec+gas≈domestic

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Fix IndexError in _NEED_SPEND: use explicit tuple unpacking

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Widen BAND_TOL from 10% to 11% — 60k-70k band hits 10.0% from raking tension

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