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.

FOIA Acquisition Tool

Disclosure-Wiki-Audit changes are merged into this final repository. This contains the current in production code available for download from the App stores. Unidentified Anomalous Phenomenon Disclosure Wiki + iOS/Android Apps Monorepo

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

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

ContinuityGov: Political Transition-Proof Government Systems Platform for African Ministries. Digital governance solutions designed to survive political changes while delivering continuous value to citizens, donors, and successive administrations. Next.js 14 + TypeScript + Prisma + PostgreSQL.

BetterGov.PH: Transform Philippine government budget data into an explorable graph database for transparent fiscal analysis.

Oregon State Parks Volunteer Abuse Archive & Accountability Infrastructure

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