A newer version of the Gradio SDK is available: 6.14.0
Explanatory Case Cards
Case 1: Population/Reporting Geography
Observed public report counts track place population with log-scale correlation 0.641288.
What we can claim: report density has a measurable relationship with population geography.
What we cannot claim: population alone explains any individual report.
Case 2: Major-Airport Proximity
Median event-place centroid distance to a major scheduled airport is 13.277 miles, compared with 10.764 miles population-weighted across Census places.
What we can claim: airport proximity is a measurable confounder for the public report surface.
What we cannot claim: aircraft caused all or any specific reports without case-level evidence.
Case 3: Missing Geocode Rows
17783 U.S. rows did not resolve to Census place centroids in this pass.
What we can claim: skipped rows are explicitly counted and bucketed for recovery.
What we cannot claim: the skipped rows would not affect any future recovered-location analysis.
Top Places By Public Report Count
- New York city, NY: 858 rows; population 8804190; 9.745 rows per 100k.
- Phoenix city, AZ: 781 rows; population 1608139; 48.565 rows per 100k.
- Seattle city, WA: 774 rows; population 737015; 105.018 rows per 100k.
- Las Vegas city, NV: 658 rows; population 641903; 102.508 rows per 100k.
- Portland city, OR: 580 rows; population 652503; 88.888 rows per 100k.
- Los Angeles city, CA: 572 rows; population 3898747; 14.671 rows per 100k.
- San Diego city, CA: 553 rows; population 1386932; 39.872 rows per 100k.
- Chicago city, IL: 443 rows; population 2746388; 16.13 rows per 100k.