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Cities That Took the Most PPP Money

The COVID-19 pandemic and resulting economic crisis caused unprecedented financial strain throughout the U.S., prompting the government to offer economic relief packages at every level, from stimulus checks for personal use to local fiscal recovery funds at the state level. But the Paycheck Protection Program (PPP) is one of the most memorable.

To help businesses stay afloat, the government-led initiative allowed companies with fewer than 500 employees to apply for forgivable loans. With mandated store closures, social distancing guidelines, and increased cleaning requirements, many businesses were faced with a series of hard choices, like laying off certain employees to meet payroll for others, or closing their doors forever to avoid a very uncertain future. PPP loans were intended to help businesses keep their doors open with less stress, retain employees, and boost suffering local economies.

During its first of three rounds from April 3, 2020 to August 8, 2020, the PPP distributed $525 billion to small businesses in need, and eventually distributed nearly $800 billion in loans by the time the program ended in mid-2021. While economists for the U.S. Department of the Treasury applaud the program for saving nearly 19 million jobs by December of 2020, others argue the real number is much less, and closer to between 1.4 and 3.2 million.

Chart1_Over two-thirds of PPP loans were for less than $25,000

Recipients of PPP loans were initially required to spend 60% of allocated funds on payrolls in order for them to be eligible for loan forgiveness, as the funds were intended for businesses to pay their workers, avoid layoffs, and stay in business. For many small businesses—especially those with fewer than 10 employees—it makes sense that a small loan could accomplish these goals, and over two-thirds of PPP loans, or 66%, were approved for less than $25,000. However, since companies with up to 500 employees were eligible for PPP funding, many small businesses were approved for much larger amounts. While just 2% of PPP loans were approved for between $100,000 and $124,999, 10% were approved for over $125,000. The remainder of loans fell between $25,000 and $99,999: 11% were between $25,000 and $49,999, 5% were between $50,000 to $74,999, and 3% were between $75,000 and $99,999.

Chart2_Approved PPP funds by industry sector

Businesses from every industry were able to apply for a PPP loan, but some fields were approved for more funds than others. Construction businesses with fewer than 500 employees secured the most money overall, receiving nearly $98 billion in PPP loans. The healthcare and social assistance industry and professional, scientific, and technical industry were not far behind, receiving roughly $96 billion and $94 billion, respectively. Accommodation and food services received the fourth largest amount in PPP loans overall, and first relative to its smaller GDP.

It’s no surprise that construction tops the list: As existing projects were put on hold, new business slowed, and disruptions and shortages impacted supply chains, construction was one of the hardest hit industries of the pandemic. The same was true for small businesses in the accommodation and food services sector, which had to navigate a combination of plummeting demand, staffing shortages, and supply chain disruptions, among other issues.

Chart3_North Dakota received the most total PPP funds per capita

Funds that were distributed through the PPP also varied by state as a result of differences in COVID-19 impacts, politics, small business densities, and other local economic factors. Generally, states in the northern half of the U.S.—such as the Dakotas, New York, Massachusetts, and Illinois—received more PPP funds per capita than states in the southern half of the country. North Dakota received the most PPP funds per capita at $3,734. New York and South Dakota received the second and third most PPP funds per capita at $3,062 and $3,048, respectively. At the opposite end of the spectrum, West Virginia ($1,458), New Mexico ($1,598), and Arkansas ($1,651) received the lowest amount of PPP funding per person.

The data used in this analysis is from the U.S. Small Business Administration’s Office of Capital Access. To determine the locations that received the most Paycheck Protection Program (PPP) funds, researchers at Smartest Dollar calculated the total PPP funds per capita. In the event of a tie, the location that received the greater total PPP funds was ranked higher.

Here are the U.S. cities that took the most PPP money.

Chart4_Small and midsize cities that took the most PPP money

Large Cities That Took the Most PPP Money

Tulsa, OK

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15. Tulsa, OK

  • Total PPP funds per capita: $4,034
  • Total PPP funds: $1,661,810,498
  • Median PPP loan amount: $20,832
  • Share of approved PPP funds forgiven: 97.1%
  • Industry sector with the most PPP funds: Professional, Scientific, and Technical Services
Dallas, TX

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14. Dallas, TX

  • Total PPP funds per capita: $4,252
  • Total PPP funds: $5,477,944,135
  • Median PPP loan amount: $20,832
  • Share of approved PPP funds forgiven: 94.8%
  • Industry sector with the most PPP funds: Professional, Scientific, and Technical Services
New Orleans, LA

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13. New Orleans, LA

  • Total PPP funds per capita: $4,486
  • Total PPP funds: $1,691,082,004
  • Median PPP loan amount: $20,207
  • Share of approved PPP funds forgiven: 93.3%
  • Industry sector with the most PPP funds: Accommodation and Food Services
Houston, TX

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12. Houston, TX

  • Total PPP funds per capita: $4,737
  • Total PPP funds: $10,834,232,116
  • Median PPP loan amount: $20,800
  • Share of approved PPP funds forgiven: 93.5%
  • Industry sector with the most PPP funds: Professional, Scientific, and Technical Services
Washington, DC

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11. Washington, DC

  • Total PPP funds per capita: $4,867
  • Total PPP funds: $3,261,369,374
  • Median PPP loan amount: $20,833
  • Share of approved PPP funds forgiven: 93.3%
  • Industry sector with the most PPP funds: Professional, Scientific, and Technical Services
Denver, CO

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10. Denver, CO

  • Total PPP funds per capita: $4,928
  • Total PPP funds: $3,506,291,330
  • Median PPP loan amount: $20,833
  • Share of approved PPP funds forgiven: 94.8%
  • Industry sector with the most PPP funds: Accommodation and Food Services
Seattle, WA

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9. Seattle, WA

  • Total PPP funds per capita: $4,995
  • Total PPP funds: $3,665,686,086
  • Median PPP loan amount: $21,162
  • Share of approved PPP funds forgiven: 95.1%
  • Industry sector with the most PPP funds: Professional, Scientific, and Technical Services
Portland, OR

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8. Portland, OR

  • Total PPP funds per capita: $5,071
  • Total PPP funds: $3,256,506,651
  • Median PPP loan amount: $20,832
  • Share of approved PPP funds forgiven: 96.3%
  • Industry sector with the most PPP funds: Professional, Scientific, and Technical Services
Cleveland, OH

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7. Cleveland, OH

  • Total PPP funds per capita: $5,831
  • Total PPP funds: $2,146,000,840
  • Median PPP loan amount: $20,800
  • Share of approved PPP funds forgiven: 92.1%
  • Industry sector with the most PPP funds: Professional, Scientific, and Technical Services
San Francisco, CA

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6. San Francisco, CA

  • Total PPP funds per capita: $5,870
  • Total PPP funds: $4,785,179,081
  • Median PPP loan amount: $20,833
  • Share of approved PPP funds forgiven: 92.1%
  • Industry sector with the most PPP funds: Professional, Scientific, and Technical Services
Las Vegas, NV

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5. Las Vegas, NV

  • Total PPP funds per capita: $6,333
  • Total PPP funds: $4,095,729,826
  • Median PPP loan amount: $20,207
  • Share of approved PPP funds forgiven: 90.1%
  • Industry sector with the most PPP funds: Accommodation and Food Services
Tampa, FL

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4. Tampa, FL

  • Total PPP funds per capita: $7,498
  • Total PPP funds: $2,902,065,816
  • Median PPP loan amount: $18,400
  • Share of approved PPP funds forgiven: 93.6%
  • Industry sector with the most PPP funds: Professional, Scientific, and Technical Services
Minneapolis, MN

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3. Minneapolis, MN

  • Total PPP funds per capita: $8,388
  • Total PPP funds: $3,567,798,865
  • Median PPP loan amount: $20,833
  • Share of approved PPP funds forgiven: 96.9%
  • Industry sector with the most PPP funds: Professional, Scientific, and Technical Services
Atlanta, GA

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2. Atlanta, GA

  • Total PPP funds per capita: $10,393
  • Total PPP funds: $5,160,027,929
  • Median PPP loan amount: $20,587
  • Share of approved PPP funds forgiven: 90.3%
  • Industry sector with the most PPP funds: Professional, Scientific, and Technical Services
Miami, FL

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1. Miami, FL

  • Total PPP funds per capita: $12,245
  • Total PPP funds: $5,386,742,701
  • Median PPP loan amount: $17,707
  • Share of approved PPP funds forgiven: 87.6%
  • Industry sector with the most PPP funds: Professional, Scientific, and Technical Services

Detailed Findings & Methodology

The data used in this analysis is from the U.S. Small Business Administration’s Office of Capital Access’ Paycheck Protection Program FOIA dataset. To determine the locations that received the most Paycheck Protection Program (PPP) funds, researchers at Smartest Dollar calculated the total PPP funds per capita. In the event of a tie, the location that received the greater total PPP funds was ranked higher. All PPP loan records were assigned to locations based on the individual establishment’s business address. To improve relevance, only cities with at least 100,000 residents were included, and cities were grouped into cohorts based on population size: small (100,000–149,999), midsize (150,000–249,999), and large (350,000 or more).

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