Models & Analytics
turnout model · score distributions · segment profiles
data model n=

Support × turnout quadrant density

targeting grid
Loading data

Calibration: modeled vs actual 2022

model trust
Loading data

Mean turnout probability by decile

Loading data

Score histogram

Loading data

2024 → 2026 drop-off funnel

Loading data

Age cohort × support tier

Loading data

Feature importance

turnout model · see model cards in pipeline/model_cards/
Loading data

Segment profiles

Loading data

Segment tribes

Loading data

Socio-economic validation (Census ACS)

Voters bucketed by population-weighted income quintile (Q1 = lowest-income tracts). A rising undervalued share across quintiles is the SES signature of where the mispriced (tier-2) votes live.
Loading data
model cardsAUC and methodology are documented per-model in the pipeline model cards; backtested on the 2024 general using pre-2024 features.