Observing how systems actually behave.

Observe. Test. Learn. In public.

A Capitol building illustration above a labeled funnel: 16,565 bills introduced narrowing stage by stage down to 274 that became law, a 1.65% enactment rate

Experiment

Congress Bill Flow

Where the 16,565 bills introduced in the 118th Congress actually ended up — built from the congress.gov API, not guessed at.

  • Bill flow

    A Sankey diagram with every die-off branch — only 1.65% of introduced bills became law.

  • Time to resolution

    A zoomable scatterplot and Pareto chart of how long bills actually took to resolve.

  • Impact map

    Enacted laws by sponsoring state, policy area, and party — with real enactment rates.

  • No invented numbers

    Dollar figures and geographic "impact" are left out where the data can't actually support them.

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Experiments

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Florida political map showing county-level results

Experiment

Florida Politics

An interactive map revealing how political control shifts across counties over time, based on real election data.

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Projects

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Work Radar — radar sweep illustration

Project

Work Radar

A system for tracking opportunities, scoring fit, and managing the full job search process in one place.

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Some of this work is informed by or turns into real-world applications and solutions at Evolving Orgs. ↗