government-transparency

AI-powered corruption detection platform analyzing 3.1M Mexican federal procurement contracts (2002-2025). 16-feature per-sector calibrated risk model with 96% AUC, validated against 15 documented corruption cases worth 253B MXN.

FOIA Acquisition -> Extraction -> Annotation toolkit

Independent watchdog tool for detecting corruption patterns in federal government contracting. Enables verification and oversight at the individual/community level.

End-to-End Python implementation of Muço’s (2025) corruption measurement framework. Combines NLP pipeline (regex extraction, Porter stemming, TF-IDF), PCA-based dimensionality reduction, and fixed-effects OLS to quantify institutional quality from Brazilian audit reports. Includes supervised learning robustness checks and LOO sensitivity analysis.

Political intelligence & evidence archive for Puerto Rico — AI-powered news monitoring, analysis, and research platform. Built with Go, Astro, React, PostgreSQL, and Ollama.

Free, open-source civic engagement tools for Arizona — bill tracker, district finder, legislative guides

A collection of modular, open-source technology specifications spanning AI, civic technology, healthcare, finance, infrastructure, and more. Specification Branding Licenses are negotiable for attribution-free deployment, with pricing based on the size and scope of implementation.

Free no-tracking FOIA 20-working-day deadline calculator.

Trustworthy, source-grounded civic intelligence built for residents.

Real-time, tamper-evident tracking of public spending — without replacing existing government financial systems.

Formal disclosure: Civil rights violation — Ryan Robert Maggard (TBI from police brutality, Evanston WY). Eigenforensic spectral analysis, 6 FOIA templates, ACLU complaint. 30 falsifiable claims.

Dekho Sarkar! A civic transparency platform where citizens report local issues and every report stays public until it's resolved so no complaint gets ignored, and no authority stays unaccountable

An open, sourced dataset of Nevada's data center tax abatements under NRS 360.754: what was promised, what it cost, and what was delivered.

An additional safety check before changes enter the production version of the Wiki/App.

Free, independent tracking of the Wisconsin Legislature: every bill, roll call, hearing, veto, campaign dollar and lobbying registration since 2009, rebuilt nightly from official records. Static site, SQLite only, no servers.

Shared contracts and coordination layer for the Humboldt civic-tech ecosystem

A civic transparency project that visualizes Calgary council voting records through explainable public-interest scoring.

Unidentified Anomalous Phenomenon Disclosure Wiki - Anyone can contribute to this resource.

Structured catalog of all 207 declassified U.S. government UAP records released under the PURSUE initiative (2026), with source-status labels. CC BY 4.0. DOI: 10.5281/zenodo.21605258