Highland Math: Paycheck Protection Program Loan Data

Data on 4.9 Million PPP Loans Totaling Over $500 Billion Dollars


This data was sourced from the SBA website. Data is compiled and listed on Snowflake by Highland Math.

Use Cases:

  • Understand the number of PPP loans given to a particular city or state.
  • Analyze PPP loan and amounts by ethnicity or gender.
  • Leverage the NAICSCODE field in the PPP data to understand where loans were given per industry

Approved Loans: 4,880,943
Approved Dollars: $521,150,924,128
Average Loan Size: $106,772
# of Participating Lenders: 5,460

Statement from the SBA:

„The U.S. Small Business Administration, in consultation with the Treasury Department, today announced it was releasing detailed loan-level data regarding the loans made under the Paycheck Protection Program (PPP). This disclosure covers each of the 4.9 million PPP loans that have been made.“

„Today’s release includes loan-level data, including business names, addresses, NAICS codes, zip codes, business type, demographic data, non-profit information, name of lender, jobs supported, and loan amount ranges as follows:

  • $150,000-350,000
  • $350,000-1 million
  • $1-2 million
  • $2-5 million
  • $5-10 million

These categories account for nearly 75 percent of the loan dollars approved. For all loans below $150,000, SBA is releasing all of the above information except for business names and addresses.“

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