PPP loan data processing pipeline: cleans, encodes, and geo-maps loan data into state-level databases for analysis and visualization.
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Updated
Jul 25, 2025 - Jupyter Notebook
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ppp-loans
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Command line tool (could later be used as lambda function) to download CSV files from SBA and generate JSON
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Updated
Dec 11, 2022 - JavaScript
Finding fraud leads in 11.4M public PPP loans, validated against real DOJ prosecutions — honest about what works and what doesn't.
python data-science machine-learning fraud-detection anomaly-detection pu-learning positive-unlabeled-learning financial-crime streamlit public-interest duckdb ppp-loans llm
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Jul 9, 2026 - Python
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