Per‑race Probabilistic House Maps

Mapping every House district as a probability (rather than broad categories) amplifies a modeler's ability to set the electoral agenda: each update changes perceived tipping‑point states, reallocates campaign spending, and can nudge turnout. When a trusted outlet publishes time‑series, per‑seat forecasts—like FLIPR—they become operational signals for campaigns, donors, media and voters. — Per‑seat probabilistic forecasts centralize technical modelers as key agenda‑setters in democracy, with tangible downstream effects on campaigning, coverage, and voter behavior.