This is a searchable dataset of Paycheck Protection Program loans

As of March 3rd, 2021, the program has been allocated nearly $1 trillion dollars, and guaranteed over $675 billion dollars in forgivable loans to small businesses. This interface makes it easy for anyone to see where the money went.

The Small Business Administration, which administers this program, spent months fighting the release of detailed information until litigation by the media compelled the release of the full dataset.

Help support this project and more like it with a simple, one-time contribution. This project is created, hosted, and managed by one data scientist. All contributions go directly to server/hosting costs and future projects!

  • Total loans $678.7B

    Total in small loans < $150k (31%) $207.3B

    Total in large loans > $150k (69%) $471.3B

  • Total unused $76.1B

    Unused in small loans < $150k (40%) $30.6B

    Unused in large loans > $150k (60%) $45.5B

  • Number of loans 7,341,398

    Small loans < $150k (88%) 6,461,437

    Large loans > $150k (12%) 879,961

  • Number of jobs 78,541,427

    For small loans < $150k (41%) 32,543,918

    For large loans > $150k (59%) 45,997,509

  • Loans by industry
  • Loan date/location next update

    Adds more detailed information to loan results.

  • Loans by ZIP code next update

    Search cities, industries, and loans by ZIP code.

  • US territories/dependencies next update

    Include loans to Puerto Rico, Guam, and 4 others.

  • EIDL loans

    Include the public dataset of Economic Injury Disaster Loans, and correlate to PPP loan recipients.

  • Loans by lender

    Aggregate loans by lender ID, to show which regions and industries that each lender and sub-lender was most active in.

  • Loans by date

    Aggregate loans and industries by loan type (first or second) over time, to see when certain industries and regions were most impacted.

  • Race/gender statistics

    Some loan applications answered gender/race questions, but a majority did not. When displaying aggregated statistics about race, the visualization should correctly show the proportion of unanswered responses.