Resources

Consumer Data Library

Every dataset Kibbo has used in its own investigations — where it came from, what it contains, and which piece of reporting it powered.

This isn't a general directory of external datasets. It only lists sources Kibbo has actually used and verified firsthand while building an investigation — one entry per dataset, added the same day the investigation that uses it goes live.

Part of Kibbo Research →

Kibbo Healthcare Cost Dataset, 2026

Source: Kibbo original dataset, built from government, regulator and peer-reviewed sources (KFF, US Census Bureau, NHS England, vdek, Ibermutua, iFHP/HCCI and others; source listed per row)

58 data points comparing the cost of getting sick in the United States, United Kingdom, Germany and Spain — what you pay in advance, what four common treatments cost, and waiting times — across three cost layers, with every gap that couldn't be verified marked rather than estimated. Kibbo's own compilation is free to use under CC BY 4.0; some figures come from publishers whose own terms don't allow redistribution, so this is the reduced, openly-redistributable version — those rows keep their citation and a link to the source, with the value itself left for you to get there directly.

Kibbo Streaming Pricing Dataset, 2011–2026

Source: Kibbo original dataset, built from contemporaneous reporting on each price change (publication listed per row)

97 verified price-change events — launches, increases, the one decrease, and tier restructures — across 10 major US streaming platforms, from each platform's launch through September 2026, with the before and after price and percentage change for every event. Free to use under CC BY 4.0.

AI-Related Fraud Dataset — US, 2025

Source: FBI Internet Crime Complaint Center (IC3), 2025 Annual Report

Reported losses and complaint counts for AI-related fraud — the first year IC3 tracked this as its own category — plus breakdowns by scam type, including investment fraud, business email compromise, romance scams, and distress scams.

US Airline Reliability Dataset — 2026 H1

Source: US Department of Transportation, Air Travel Consumer Report (August 2026 edition)

On-time performance, cancellation rates, mishandled baggage, and involuntary denied boarding data for the 9 major US airlines, January–June 2026. Split into three files: the main ranking, a year-over-year comparison, and Spirit Airlines' monthly on-time rate before it ceased operations. Free to use under CC BY 4.0.