Civic project · Chi Hack Night · GNHUSA · 2024 – present

Penlight

If residents, not officials, chose the metrics, what would a good ward look like?

Penlight

The question

Cities publish mountains of open data and almost none of it is organized around how residents actually feel about where they live. Penlight lets a community pick and weight its own wellbeing metrics and see the result on a map.

Collect

Dozens of metric sources, each an open repository with a documented method: parking supply, sun access, chain-restaurant share, absentee ownership, third places, environmental-justice indicators and more, all reported annually by ward, community area and χGRID.

Analyze

Every metric enters a composite through a transparent, editable weighting. Component deltas are computed first, so a change in the index can always be traced to the metric that moved it.

Present

A live Leaflet choropleth of Chicago, a metric dictionary, and a support page where residents nominate new metrics or bring Penlight to another city.

Partners

Built at Chi Hack Night with Gross National Happiness USA.

Have a mission-driven problem worth solving? qm@zagwa.net