The Best Cities for Black Women to Flourish Financially
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Where can Black women feel supported and flourish financially? When posed that question, Dr. Lori Martin, a professor of African and African American studies and sociology at Louisiana State University, had this to say: "A livable place for Black women is safe, and for women with children, it is home to schools where all students have access to an excellent education. It would also be diverse, with a visible and thriving Black community, including Black businesses.”
While the socioeconomic realities of our current time touch all corners of the country, there are pockets of the U.S. where the wealth gap narrows and Black women have more opportunities. MoneyGeek analyzed data on income, the cost of crime, homeownership and poverty levels from 200 cities across the United States to rank the best — and worst — cities for Black women to live and financially flourish in.
Key Findings:
Suburban cities of large metropolitan areas ranked highest.
Southfield, outside of Detroit; New Rochelle, a suburb of New York City; and Missouri City, a suburb of Houston, ranked highest in the analysis.
Opportunities for Black women were vastly different in many cities geographically close to each other.
South Florida was home to four cities at the bottom of the ranking and two cities in the top 25. San Bernardino, CA, ranked 179th of 200 for Black women, while Rancho Cucamonga, CA, a 25-minute drive away, ranked as one of the best (12th).
Black women’s Equal Pay Day came at different times for cities around the country.
Disparities in pay between white men and Black women mean local Equal Pay Days are different in cities across the country. In Riverside, CA, the median pay of Black women was higher than the median pay of white men. In Stamford, CT, Black women made one-third of what white men do, meaning a Black woman would need to work until December 29th, 2022, to earn the equivalent of a white man’s 2020 pay.
The Best and Worst Cities for Black Women

MoneyGeek ranked 200 cities with populations greater than 65,000 from the best to the worst for Black women. The ranking includes analysis of income, poverty rate, homeownership, educational attainment, and health insurance gaps between Black women and the entire population nationally and locally. The size of the local Black population and the cost of crime in the area was included in the ranking to reflect the presence of the Black community and safety, respectively. Southfield, a suburb of Detroit and New Rochelle, a New York City suburb, ranked highest in the analysis.
In contrast, Corpus Christi, Texas, ranked lowest for Black women. In Corpus Christi, Black women face high poverty rates in absolute and relative terms, associated low income rates, and have the worst rate of health insurance coverage for Black women between 18–64 of the cities analyzed. The analysis finds a trend common to Americans overall, in that cities that are best for Black women can be geographically close to some of the worst. The Miami / South Florida area has four cities ranked lowest for Black women and one of the best cities for Black Women in the top five.
Income disparity is a key measure of how well Black women are doing today. For each city in the analysis, we calculated the local Equal Pay Day, the day in the following year when Black women would make an equivalent amount as a white man, using the median income of Black women working full time and the median income of white men working full time in each locality. In Riverside, California, the median pay of Black women is higher than the median pay of white men. In Stamford, Connecticut, Black women make one-third of what white men do, meaning a Black woman would need to work until December 29th, 2022, to earn the equivalent of a white man’s 2020 pay. These data are presented in the full data set at the end of this analysis.
The 25 Best Cities for Black Women
City | Final
Score | |
---|---|---|
1. | Southfield, MI | 100.0 |
2. | New Rochelle, NY | 97.4 |
3. | Missouri City, TX | 90.6 |
4. | Alexandria, VA | 86.6 |
5. | Pembroke Pines, FL | 85.6 |
6. | Inglewood, CA | 85.4 |
7. | Fairfield, CA | 85.2 |
8. | Sandy Springs, GA | 82.4 |
9. | Rancho Cucamonga, CA | 82.2 |
10. | Grand Prairie, TX | 80.8 |
11. | Irving, TX | 80.8 |
12. | Moreno Valley, CA | 79.4 |
13. | Compton, CA | 78.2 |
14. | Virginia Beach, VA | 77.7 |
15. | Aurora, IL | 77.7 |
16. | Hampton, VA | 73.2 |
17. | Palmdale, CA | 73.2 |
18. | Springfield, MA | 72.8 |
19. | Hawthorne, CA | 72.3 |
20. | Tyler, TX | 71.3 |
21. | Norwalk, CT | 71.3 |
22. | Elk Grove, CA | 70.8 |
23. | Riverside, CA | 70.8 |
24. | Chesapeake, VA | 70.7 |
25. | Miramar, FL | 70.3 |
The 15 Worst Cities for Black Women
City | Final
Score | |
---|---|---|
1. | Corpus Christi, TX | 0.0 |
2. | Miami, FL | 12.7 |
3. | Gulfport, MS | 13.3 |
4. | Fort Lauderdale, FL | 15.7 |
5. | Pompano Beach, FL | 15.9 |
6. | Allentown, PA | 16.6 |
7. | Boynton Beach, FL | 19.5 |
8. | North Little Rock, AR | 20.2 |
9. | Kalamazoo, MI | 20.5 |
10. | Abilene, TX | 20.7 |
11. | Waukegan, IL | 21.6 |
12. | Canton, OH | 22.9 |
13. | Erie, PA | 24.2 |
14. | Des Moines, IA | 24.5 |
15. | Springfield, IL | 24.7 |
The Economic Realities Black Women Face
Black women serve a critical role in the American economy, contributing $3.8 billion to the GDP annually. Often the breadwinners for their families, they have the highest labor force participation rate for women and make up 21% of all women-owned businesses.
Even with these significant contributions, Black women live at the intersection of multiple barriers and experience the compounded effects of racial and gender bias. This combination results in low-wage jobs and a significant wealth gap: Black women who work full-time, year-round earn 62 cents for every one dollar white men earn working full-time, year-round.
Less access to economic opportunities puts Black women at a disadvantage in building wealth. The FDIC’s Survey of Household Use of Banking and Financial Services showed that 13.8% of Black households were unbanked versus 2.5% of white households. Unbanked households are credit invisible — that is, they don’t have a credit history and, therefore, can’t build credit. Having no credit history makes it difficult to take advantage of credit cards to manage cash needs and mortgages to buy homes.
Blacks are twice as likely to use payday loans, which may be appealing as a temporary fix for cash-flow problems but make it challenging to grow financially. That’s because 69% of people who utilize payday loans do so to cover recurring expenses like credit card bills, rent and food. Recurrent use of these high-fee services can create a vicious cycle where people using payday loans are locked into a continual shortage of cash, in part due to high fees. Black women also face health care disparities, experience higher rates of poverty and victimization from violence and lag behind in earnings and homeownership.
Expert Panel: Improving Livability for Black Women
Access to jobs, higher pay and health care are some of the unique challenges Black women face when it comes to livability experiences, explains Kalinda Ukanwa, Ph.D., an assistant professor of marketing at the Marshall School of Business. MoneyGeek interviewed Dr. Ukanwa and other experts to elaborate on the unique challenges that Black women face and the solutions to help them. The views expressed are the opinions and insights of the individual contributors.
- If economic policies were enacted to help Black women achieve more economically, what might they be? What might the positive and negative impacts be?
- What resources would you recommend to Black women trying to find a livable city?
- What do you think are some of the unique challenges that affect Black women's livability experiences?
- What makes a “livable” place for Black women?
- If economic policies were enacted to help Black women achieve more economically, what might they be? What might the positive and negative impacts be?
- What are steps Black women can take to close their own personal gap?
- What would you recommend to Black women trying to find a livable city?
Advocating for Economic Opportunities for Black Women
Even before the pandemic, Black women were underpaid nearly $50 billion in forfeited wages, the Economic Policy Institute reported. COVID-19 has only heightened how the racial/gender wage gap and unemployment have disproportionately affected Black women, who suffered the most significant job losses. But there are tools and resources that can provide Black women economic opportunities and empowerment. Dr. Ukanwa shares additional solutions.
Invest in education.
Research has already shown that degrees increase lifetime earnings, close some societal gaps and increase job security. But if degrees are not your path, it also means continuing to build that knowledge and expertise in something you can be the best at. Figure out your expertise and what you bring to the table.
After building your expertise in a field, build your reputation and personal brand.
With an excellent reputation and personal brand, people will start to seek you out rather than the other way around. This increases the worth of your expertise.
Find out what your expertise is worth.
Educate yourself on how to negotiate. Negotiate to be paid what you are worth.
Get into the habit of ownership.
Build your own equity, which decreases the dependence on someone else for your income. For example, this could be your own business, stocks or real estate.
Methodology
To rank the Best Cities for Black Women, MoneyGeek analyzed data from the American Community Survey, MoneyGeek’s Safest Cities and Safest Small Cities and Towns studies, and the Bureau of Economic Analysis. MoneyGeek started with over 600 places in America with populations of 65,000 or more. Places without granular data about Black women or lacking other data points for the analysis were removed to get to the final set of 200 cities.
The ranking of the Best Cities for Black Women was based on eight factors: safety, Black population, educational attainment, poverty rates, income, employment, health insurance and homeownership. Each factor was weighted equally and scaled to a score between 0 and 1. The factors were calculated as follows:
Safety (full weight): Safety was based on the per capita cost of crime calculated in MoneyGeek’s Safest Cities series. The cost of crime was logged to adjust the distribution.
Black Population (full weight): Representing an available community of Black individuals, the Black population was adjusted to a log scale. For communities with Black populations below 20,000 and representing less than 12% of the population, the score for this value was set to zero.
Educational Attainment (full weight): This metric equally comprises two metrics.
- High School Diploma Gap (50%): the difference in percentage points of the rate of Black high school diploma achievement compared to the national rate of white high school diploma achievement.
- Higher Education Diploma Gap (50%): the difference in percentage points of the rate of Black bachelor degree or greater educational attainment compared to the national rate of white bachelor degree or greater educational attainment.
Poverty Rate (full weight): The percentage point difference of the city’s rate of Black women earning at or above the poverty level and the rate of all other women living above the poverty level nationally.
Income (full weight): This factor equally comprises two metrics.
- Local Income Gap (50%): the ratio of Black female median income as a percentage of the local median income of white males.
- National Income Gap (50%): the ratio of Black female median income adjusted for purchasing power as a percentage of the national median income of white males.
Employment (full weight): The difference in percentage points between the Black female employment rate and the white male employment rate in the locality.
Health Insurance (full weight): The difference in percentage points between the rate of Black women ages 18-64 that have health insurance and the rate of health insurance for all other races nationally.
Black Female Homeownership (full weight): This factor comprises three metrics.
- Local Owner-Occupied Gap (25%): the difference between the Black household owner occupation rate and the owner occupation rate of all other races in the locality.
- National Owner-Occupied Gap (25%): the difference between the Black household owner occupation rate in the locality and the owner occupation rate of all other races nationally.
- Black Female Income to Home Value (50%): the ratio of Black alone female median income to local median home value.
Full Data Set
The data points presented are defined as follows:
- Rank: rank in the overall analysis with the lower the rank indicating a higher overall score.
- Final Score: This is the weighted score incorporating the factors defined in the study Methodology.
- Black Population: The size of the Black population.
- Median Black Woman Adjusted Income: The median income for Black women in the city adjusted for purchasing power.
- Cost of Crime per Capita: The societal costs of crime on a per capita basis as described in the Methodology.
- % Black Women Above Poverty Level: The percentage of the Black female population at or above the poverty level.
- Local Black Women's Equal Pay Day: Calculated as the percentage greater the median full-time white male income in the locality than the median full-time Black female income. It is assumed that the income ratio calculated is the same in 2020 as the 2019 data set shows.
- Black Women Homeownership Score: This is the Black Female Homeownership factor defined in the Methodology.
Rank | City | Final
Score | Black
Population | Median Black
Woman
Adj. Income | Cost of
Crime
per Capita | % Black
Women Above
Poverty Level | Local
Black
Women's
Equal Pay
Day | Black
Women
Home-
ownership
Score |
---|---|---|---|---|---|---|---|---|
1 | Southfield, MI | 100.0 | 45,167 | $52,601 | $643 | 89% | 3/31/2021 | 38 |
2 | New Rochelle, NY | 97.4 | 13,510 | $58,563 | $187 | 82% | 3/28/2021 | 7 |
3 | Missouri City, TX | 90.6 | 31,765 | $46,594 | $373 | 98% | 6/25/2021 | 61 |
4 | Alexandria, VA | 86.6 | 33,266 | $55,713 | $422 | 92% | 6/26/2021 | 12 |
5 | Pembroke Pines, FL | 85.6 | 40,152 | $41,490 | $775 | 88% | 1/10/2021 | 38 |
6 | Inglewood, CA | 85.4 | 43,590 | $45,883 | $939 | 85% | 2/6/2021 | 32 |
7 | Fairfield, CA | 85.2 | 16,993 | $43,394 | $1,063 | 88% | 3/18/2021 | 32 |
8 | Sandy Springs, GA | 82.4 | 24,523 | $47,552 | $342 | 95% | 12/31/2021 | 1 |
9 | Rancho Cucamonga, CA | 82.2 | 14,331 | $61,193 | $680 | 87% | 3/4/2021 | 25 |
10 | Grand Prairie, TX | 80.8 | 40,009 | $43,383 | $642 | 96% | 4/27/2021 | 33 |
11 | Irving, TX | 80.8 | 33,906 | $41,484 | $612 | 85% | 3/7/2021 | 15 |
12 | Moreno Valley, CA | 79.4 | 40,111 | $46,699 | $1,329 | 81% | 1/21/2021 | 25 |
13 | Compton, CA | 78.2 | 21,659 | $46,691 | $3,298 | 88% | 1/30/2021 | 61 |
14 | Virginia Beach, VA | 77.7 | 85,176 | $40,522 | $946 | 91% | 7/24/2021 | 21 |
15 | Aurora, IL | 77.7 | 21,403 | $40,493 | $1,020 | 92% | 8/16/2021 | 36 |
16 | Hampton, VA | 73.2 | 67,315 | $39,697 | $1,682 | 85% | 6/28/2021 | 32 |
17 | Palmdale, CA | 73.2 | 24,708 | $33,442 | $1,113 | 86% | 7/6/2021 | 15 |
18 | Springfield, MA | 72.8 | 29,399 | $40,855 | $2,558 | 81% | 6/22/2021 | 47 |
19 | Hawthorne, CA | 72.3 | 18,505 | $40,371 | $1,288 | 93% | 4/2/2021 | 16 |
20 | Tyler, TX | 71.3 | 26,827 | $34,010 | $691 | 83% | 8/10/2021 | 26 |
21 | Norwalk, CT | 71.3 | 15,040 | $41,902 | $440 | 85% | 11/14/2021 | 18 |
22 | Elk Grove, CA | 70.8 | 16,212 | $49,482 | $327 | 86% | 7/20/2021 | 25 |
23 | Riverside, CA | 70.8 | 17,525 | $51,879 | $1,304 | 92% | equal or better | 21 |
24 | Chesapeake, VA | 70.7 | 73,569 | $39,438 | $1,021 | 88% | 8/17/2021 | 24 |
25 | Miramar, FL | 70.3 | 66,435 | $32,282 | $563 | 92% | 5/23/2021 | 42 |
26 | Richmond, CA | 70.3 | 20,178 | $45,747 | $2,793 | 85% | 8/25/2021 | 15 |
27 | New York, NY | 69.0 | 2,060,119 | $37,000 | $1,120 | 80% | 9/20/2021 | 20 |
28 | Mount Vernon, NY | 68.9 | 44,844 | $40,578 | $1,027 | 85% | 7/27/2021 | 32 |
29 | Mesa, AZ | 68.5 | 28,816 | $40,571 | $830 | 87% | 4/16/2021 | 13 |
30 | Coral Springs, FL | 68.5 | 34,317 | $36,140 | $439 | 83% | 7/3/2021 | 16 |
31 | Yonkers, NY | 68.2 | 41,974 | $41,801 | $756 | 80% | 7/10/2021 | 17 |
32 | Henderson, NV | 68.2 | 19,843 | $43,505 | $601 | 92% | 8/3/2021 | 14 |
33 | Rialto, CA | 68.0 | 17,317 | $38,797 | $1,677 | 94% | 4/10/2021 | 33 |
34 | Raleigh, NC | 67.9 | 137,734 | $43,155 | $531 | 83% | 9/14/2021 | 21 |
35 | Warren, MI | 67.8 | 27,438 | $34,313 | $1,400 | 88% | 11/28/2021 | 14 |
36 | North Las Vegas, NV | 67.2 | 50,226 | $36,645 | $1,919 | 86% | 6/2/2021 | 22 |
37 | Aurora, CO | 67.0 | 64,979 | $39,403 | $1,939 | 87% | 8/22/2021 | 26 |
38 | Arlington, TX | 66.6 | 95,214 | $40,816 | $1,234 | 83% | 5/28/2021 | 20 |
39 | Vallejo, CA | 66.3 | 24,043 | $42,354 | $2,372 | 79% | 5/25/2021 | 13 |
40 | Durham, NC | 65.9 | 105,393 | $42,422 | $2,407 | 83% | 7/28/2021 | 26 |
41 | Charlotte, NC | 65.5 | 313,204 | $39,404 | $2,182 | 87% | 12/8/2021 | 27 |
42 | Suffolk, VA | 65.2 | 38,737 | $37,456 | $1,177 | 86% | 8/22/2021 | 28 |
43 | Plano, TX | 64.7 | 27,322 | $36,967 | $396 | 88% | 1/22/2022 | 1 |
44 | Sacramento, CA | 64.6 | 60,056 | $44,896 | $1,567 | 79% | 5/22/2021 | 23 |
45 | Little Rock, AR | 64.0 | 83,562 | $41,219 | $4,268 | 83% | 7/19/2021 | 29 |
46 | Waterbury, CT | 63.9 | 23,285 | $37,976 | $1,039 | 82% | 8/28/2021 | 38 |
47 | Albuquerque, NM | 63.4 | 17,712 | $60,973 | $3,453 | 83% | equal or better | 29 |
48 | Hartford, CT | 63.3 | 45,821 | $38,150 | $2,919 | 82% | 10/22/2021 | 46 |
49 | Bridgeport, CT | 63.1 | 47,762 | $38,617 | $1,954 | 81% | 1/11/2022 | 45 |
50 | Los Angeles, CA | 63.0 | 344,360 | $38,519 | $1,647 | 76% | 4/24/2021 | 19 |
51 | Clarksville, TN | 63.0 | 38,866 | $41,154 | $1,846 | 79% | 4/26/2021 | 26 |
52 | Boston, MA | 62.9 | 173,098 | $36,667 | $1,416 | 83% | 12/7/2021 | 21 |
53 | San Diego, CA | 62.9 | 87,265 | $35,976 | $927 | 83% | 7/17/2021 | 13 |
54 | Evanston, IL | 62.6 | 12,283 | $44,127 | $440 | 88% | 5/7/2022 | 10 |
55 | Tamarac, FL | 62.1 | 20,703 | $23,722 | $915 | 85% | 10/11/2021 | 38 |
56 | Longview, TX | 61.1 | 15,545 | $50,100 | $1,310 | 74% | 2/26/2021 | 37 |
57 | Plantation, FL | 60.8 | 24,568 | $36,110 | $584 | 89% | 4/16/2021 | 7 |
58 | Charleston, SC | 60.6 | 29,585 | $32,130 | $1,215 | 83% | 2/7/2022 | 16 |
59 | Fayetteville, NC | 60.6 | 87,700 | $35,311 | $2,475 | 77% | 5/6/2021 | 37 |
60 | Las Vegas, NV | 60.4 | 77,834 | $38,535 | $1,412 | 74% | 5/8/2021 | 9 |
61 | Portsmouth, VA | 60.3 | 50,972 | $43,229 | $3,170 | 73% | 5/15/2021 | 31 |
62 | New Haven, CT | 60.2 | 43,479 | $39,865 | $2,262 | 70% | 7/31/2021 | 38 |
63 | Buffalo, NY | 60.1 | 94,822 | $35,628 | $3,190 | 73% | 8/28/2021 | 40 |
64 | Colorado Springs, CO | 60.1 | 31,432 | $35,943 | $1,530 | 85% | 8/2/2021 | 22 |
65 | St. Petersburg, FL | 59.8 | 51,397 | $36,270 | $1,578 | 85% | 6/17/2021 | 28 |
66 | Washington, DC | 59.4 | 320,704 | $43,019 | $3,731 | 81% | 1/18/2022 | 21 |
67 | Decatur, IL | 59.2 | 17,322 | $37,319 | $2,502 | 68% | 8/30/2021 | 47 |
68 | Chandler, AZ | 58.7 | 14,417 | $38,571 | $607 | 82% | 9/28/2021 | 15 |
69 | Joliet, IL | 58.1 | 26,738 | $42,617 | $1,994 | 85% | 7/17/2021 | 21 |
70 | San Jose, CA | 57.7 | 30,288 | $39,919 | $1,044 | 81% | 12/3/2021 | 0 |
71 | Long Beach, CA | 57.4 | 52,141 | $35,923 | $1,487 | 76% | 6/2/2021 | 14 |
72 | Fort Worth, TX | 57.3 | 171,689 | $41,209 | $1,509 | 83% | 5/23/2021 | 25 |
73 | Bakersfield, CA | 57.0 | 26,672 | $40,611 | $1,672 | 75% | 7/28/2021 | 19 |
74 | Philadelphia, PA | 56.9 | 657,343 | $35,802 | $3,499 | 75% | 11/10/2021 | 39 |
75 | El Paso, TX | 56.3 | 23,085 | $40,434 | $1,167 | 95% | 2/20/2021 | 34 |
76 | Wichita Falls, TX | 56.2 | 12,693 | $44,321 | $1,098 | 84% | 1/22/2021 | 38 |
77 | San Antonio, TX | 55.8 | 112,670 | $41,397 | $1,909 | 79% | 3/19/2021 | 25 |
78 | Detroit, MI | 55.7 | 521,857 | $36,689 | $7,080 | 73% | 10/14/2021 | 68 |
79 | Austin, TX | 55.3 | 76,480 | $36,757 | $1,052 | 80% | 9/13/2021 | 9 |
80 | Hayward, CA | 55.3 | 15,163 | $46,300 | $879 | 92% | 8/17/2021 | 15 |
81 | Phoenix, AZ | 55.2 | 122,763 | $36,768 | $1,850 | 79% | 6/4/2021 | 12 |
82 | Gainesville, FL | 55.1 | 30,248 | $36,376 | $1,280 | 84% | 7/7/2021 | 21 |
83 | Rochester, NY | 55.0 | 83,449 | $36,514 | $2,736 | 77% | 8/6/2021 | 42 |
84 | Fort Wayne, IN | 54.8 | 40,495 | $36,563 | $1,597 | 78% | 8/22/2021 | 22 |
85 | Portland, OR | 54.2 | 36,862 | $40,164 | $1,443 | 74% | 7/31/2021 | 23 |
86 | Newport News, VA | 54.0 | 74,156 | $36,473 | $2,287 | 81% | 8/15/2021 | 20 |
87 | Garland, TX | 53.8 | 39,227 | $35,770 | $1,020 | 77% | 8/8/2021 | 35 |
88 | Oakland, CA | 53.7 | 108,013 | $36,806 | $3,507 | 76% | 1/18/2022 | 20 |
89 | Tacoma, WA | 53.7 | 25,068 | $42,058 | $2,110 | 86% | 8/13/2021 | 15 |
90 | Greenville, NC | 53.6 | 38,724 | $33,545 | $1,245 | 77% | 12/4/2021 | 17 |
91 | Lawton, OK | 53.4 | 17,187 | $37,618 | $3,153 | 73% | 5/2/2021 | 30 |
92 | Westland, MI | 53.3 | 12,909 | $41,930 | $811 | 71% | 7/25/2021 | 15 |
93 | Denver, CO | 53.1 | 62,853 | $40,596 | $2,173 | 75% | 8/28/2021 | 26 |
94 | Columbus, OH | 52.3 | 263,796 | $37,891 | $1,766 | 75% | 9/21/2021 | 21 |
95 | Albany, NY | 52.3 | 23,059 | $38,646 | $1,490 | 75% | 9/2/2021 | 17 |
96 | San Francisco, CA | 52.3 | 48,225 | $40,160 | $1,401 | 76% | 5/16/2022 | 12 |
97 | Killeen, TX | 52.2 | 64,973 | $35,941 | $1,628 | 74% | 6/19/2021 | 32 |
98 | Chicago, IL | 52.0 | 782,431 | $39,104 | $3,136 | 76% | 9/6/2021 | 23 |
99 | Elizabeth, NJ | 51.8 | 27,360 | $29,203 | $1,497 | 86% | 3/7/2022 | 8 |
100 | Flint, MI | 51.1 | 52,944 | $40,592 | $4,401 | 69% | 7/30/2021 | 100 |
101 | Warner Robins, GA | 51.1 | 30,742 | $39,916 | $1,340 | 86% | 8/17/2021 | 23 |
102 | Sunrise, FL | 51.1 | 30,552 | $27,207 | $767 | 76% | 12/22/2021 | 47 |
103 | Miami Gardens, FL | 50.9 | 72,250 | $28,454 | $3,386 | 87% | 6/25/2021 | 43 |
104 | Anchorage, AK | 50.8 | 15,207 | $36,052 | $3,110 | 86% | 9/10/2021 | 20 |
105 | Wilmington, DE | 50.7 | 38,802 | $44,766 | $5,409 | 71% | 9/13/2021 | 29 |
106 | Providence, RI | 50.3 | 37,817 | $32,911 | $1,536 | 68% | 11/8/2021 | 35 |
107 | Pasadena, CA | 49.9 | 8,182 | $43,346 | $926 | 81% | 9/9/2021 | 25 |
108 | Lynchburg, VA | 49.8 | 23,704 | $29,623 | $867 | 77% | 10/1/2021 | 14 |
109 | Pittsburgh, PA | 49.5 | 71,191 | $39,025 | $1,962 | 75% | 9/4/2021 | 27 |
110 | Jersey City, NJ | 49.5 | 60,542 | $33,689 | $1,207 | 77% | 11/21/2021 | 26 |
111 | Milwaukee, WI | 49.4 | 226,762 | $37,554 | $3,445 | 73% | 9/24/2021 | 26 |
112 | Worcester, MA | 49.0 | 24,158 | $29,462 | $1,588 | 68% | 3/15/2022 | 18 |
113 | Indianapolis, IN | 48.6 | 250,615 | $39,727 | $3,646 | 78% | 8/18/2021 | 26 |
114 | Seattle, WA | 48.1 | 55,955 | $38,434 | $1,324 | 76% | 4/11/2022 | 5 |
115 | New Orleans, LA | 47.9 | 229,418 | $37,753 | $5,073 | 72% | 11/16/2021 | 29 |
116 | Jacksonville, FL | 47.5 | 284,385 | $34,756 | $2,473 | 79% | 9/5/2021 | 22 |
117 | Baltimore, MD | 47.3 | 371,243 | $37,453 | $8,179 | 78% | 11/12/2021 | 34 |
118 | Brockton, MA | 47.3 | 51,631 | $35,472 | $1,687 | 85% | 12/16/2021 | 32 |
119 | Dayton, OH | 46.7 | 52,630 | $36,083 | $5,081 | 74% | 10/4/2021 | 49 |
120 | Stockton, CA | 46.6 | 31,426 | $39,146 | $2,942 | 80% | 12/4/2021 | 28 |
121 | Lafayette, LA | 45.8 | 37,610 | $34,311 | $1,978 | 70% | 2/5/2022 | 22 |
122 | Kansas City, MO | 45.7 | 129,375 | $38,175 | $5,109 | 82% | 9/18/2021 | 28 |
123 | Syracuse, NY | 45.7 | 45,318 | $29,200 | $2,567 | 62% | 6/30/2021 | 37 |
124 | Lansing, MI | 45.4 | 26,440 | $40,504 | $2,687 | 69% | 6/16/2021 | 42 |
125 | Paterson, NJ | 45.0 | 37,815 | $33,588 | $2,387 | 74% | 11/23/2021 | 35 |
126 | Beaumont, TX | 44.8 | 52,622 | $36,818 | $3,123 | 85% | 12/6/2021 | 31 |
127 | Akron, OH | 44.2 | 58,601 | $37,161 | $2,776 | 69% | 8/11/2021 | 42 |
128 | Tucson, AZ | 43.9 | 28,528 | $32,784 | $1,818 | 83% | 9/3/2021 | 16 |
129 | Hammond, IN | 43.8 | 19,486 | $36,520 | $1,927 | 66% | 8/6/2021 | 29 |
130 | Greensboro, NC | 43.8 | 127,349 | $39,416 | $2,653 | 70% | 7/29/2021 | 17 |
131 | Hollywood, FL | 43.7 | 34,019 | $28,813 | $1,155 | 85% | 8/5/2021 | 15 |
132 | Winston-Salem, NC | 43.5 | 88,464 | $35,812 | $2,377 | 75% | 7/29/2021 | 19 |
133 | Cleveland, OH | 42.8 | 189,865 | $37,002 | $4,544 | 68% | 10/20/2021 | 52 |
134 | Shreveport, LA | 42.7 | 108,150 | $34,312 | $3,194 | 70% | 3/25/2022 | 32 |
135 | Lakeland, FL | 42.6 | 23,681 | $33,572 | $1,218 | 77% | 8/8/2021 | 19 |
136 | Norfolk, VA | 42.1 | 100,025 | $32,746 | $2,415 | 78% | 10/22/2021 | 17 |
137 | Dallas, TX | 41.9 | 330,519 | $38,846 | $2,682 | 78% | 6/23/2021 | 20 |
138 | Peoria, IL | 41.9 | 30,292 | $31,286 | $3,799 | 71% | 1/12/2022 | 21 |
139 | South Bend, IN | 41.3 | 28,275 | $35,753 | $3,257 | 67% | 8/28/2021 | 41 |
140 | Baton Rouge, LA | 40.7 | 113,957 | $34,364 | $4,604 | 76% | 4/10/2022 | 23 |
141 | St. Paul, MN | 40.6 | 50,813 | $29,259 | $1,884 | 75% | 4/12/2022 | 8 |
142 | Jackson, TN | 40.6 | 31,822 | $31,160 | $4,044 | 79% | 1/10/2022 | 23 |
143 | Tampa, FL | 40.6 | 94,204 | $30,554 | $1,402 | 75% | 12/28/2021 | 19 |
144 | Oklahoma City, OK | 40.5 | 90,300 | $39,346 | $2,384 | 68% | 7/4/2021 | 22 |
145 | Fresno, CA | 40.4 | 37,875 | $44,109 | $1,717 | 62% | 2/27/2021 | 18 |
146 | Richmond, VA | 40.4 | 104,272 | $34,086 | $3,176 | 76% | 12/28/2021 | 23 |
147 | Memphis, TN | 40.3 | 409,998 | $36,068 | $5,637 | 77% | 10/6/2021 | 34 |
148 | Trenton, NJ | 40.2 | 42,262 | $34,549 | $3,284 | 69% | 11/27/2021 | 49 |
149 | Daytona Beach, FL | 40.0 | 22,549 | $33,137 | $3,523 | 75% | 6/18/2021 | 41 |
150 | Cincinnati, OH | 39.9 | 125,214 | $35,545 | $3,450 | 72% | 11/21/2021 | 16 |
151 | Houston, TX | 39.7 | 534,981 | $33,528 | $2,616 | 76% | 10/8/2021 | 19 |
152 | Birmingham, AL | 39.7 | 142,107 | $35,918 | $4,453 | 69% | 11/29/2021 | 44 |
153 | Victorville, CA | 39.5 | 22,685 | $47,346 | $1,475 | 66% | 1/16/2021 | 27 |
154 | Orlando, FL | 39.4 | 61,670 | $26,788 | $2,054 | 79% | 10/27/2021 | 23 |
155 | Gary, IN | 39.0 | 55,369 | $28,545 | $8,786 | 74% | 4/21/2022 | 50 |
156 | Atlanta, GA | 39.0 | 248,709 | $36,490 | $3,026 | 69% | 9/12/2022 | 20 |
157 | Pittsburg, CA | 38.6 | 9,335 | $42,739 | $1,840 | 79% | 10/6/2021 | 5 |
158 | Toledo, OH | 38.2 | 76,848 | $42,274 | $2,638 | 62% | 6/10/2021 | 37 |
159 | Stamford, CT | 38.1 | 21,081 | $26,196 | $711 | 87% | 12/29/2022 | 9 |
160 | Wilmington, NC | 37.2 | 22,782 | $37,633 | $1,530 | 71% | 5/31/2021 | 18 |
161 | West Palm Beach, FL | 36.6 | 40,301 | $28,423 | $2,649 | 80% | 8/16/2021 | 16 |
162 | Columbia, SC | 36.3 | 47,503 | $34,160 | $3,526 | 73% | 10/7/2021 | 18 |
163 | Cambridge, MA | 35.8 | 13,954 | $38,257 | $511 | 77% | 3/3/2022 | 3 |
164 | Waterloo, IA | 35.7 | 12,258 | $30,405 | $856 | 72% | 11/11/2021 | 15 |
165 | Newark, NJ | 34.3 | 140,648 | $28,746 | $2,921 | 74% | 3/19/2022 | 25 |
166 | High Point, NC | 34.3 | 39,359 | $33,149 | $2,836 | 79% | 9/15/2021 | 11 |
167 | Grand Rapids, MI | 34.2 | 37,938 | $34,926 | $1,339 | 63% | 8/17/2021 | 19 |
168 | Jackson, MS | 33.8 | 129,690 | $33,831 | $5,875 | 77% | 12/6/2021 | 36 |
169 | Omaha, NE | 33.5 | 61,657 | $34,313 | $1,550 | 80% | 11/4/2021 | 17 |
170 | Tallahassee, FL | 33.1 | 75,379 | $28,515 | $2,230 | 68% | 11/29/2021 | 10 |
171 | Wichita, KS | 32.8 | 40,916 | $34,257 | $2,734 | 74% | 9/17/2021 | 22 |
172 | St Louis, MO | 32.8 | 135,967 | $39,996 | 75% | 9/16/2021 | 25 | |
173 | Rockford, IL | 32.3 | 32,042 | $34,863 | $2,661 | 61% | 11/10/2021 | 21 |
174 | Tempe, AZ | 31.3 | 14,782 | $41,079 | $1,229 | 82% | 6/30/2021 | 0 |
175 | Tulsa, OK | 30.5 | 58,254 | $34,847 | $3,004 | 68% | 10/4/2021 | 22 |
176 | Lake Charles, LA | 30.5 | 38,778 | $31,922 | $2,381 | 62% | 7/20/2022 | 27 |
177 | Roanoke, VA | 29.8 | 30,538 | $28,083 | $2,064 | 70% | 12/30/2021 | 20 |
178 | Greenville, SC | 29.7 | 16,556 | $31,709 | $1,548 | 76% | 8/16/2022 | 13 |
179 | San Bernardino, CA | 29.7 | 33,969 | $29,839 | $3,959 | 76% | 8/28/2021 | 0 |
180 | Waco, TX | 29.3 | 28,254 | $27,242 | $1,672 | 71% | 7/19/2021 | 26 |
181 | North Charleston, SC | 28.8 | 52,938 | $29,149 | $3,917 | 81% | 3/13/2022 | 26 |
182 | Albany, GA | 26.5 | 54,399 | $41,204 | $3,157 | 68% | 10/14/2021 | 30 |
183 | Chattanooga, TN | 26.4 | 53,674 | $34,248 | $3,622 | 76% | 9/1/2021 | 18 |
184 | Knoxville, TN | 26.2 | 28,611 | $29,707 | $2,338 | 61% | 11/29/2021 | 24 |
185 | Minneapolis, MN | 25.2 | 82,973 | $39,356 | $2,499 | 64% | 9/11/2021 | 3 |
186 | Springfield, IL | 24.7 | 24,303 | $30,925 | $2,051 | 62% | 1/8/2022 | 2 |
187 | Des Moines, IA | 24.5 | 29,088 | $29,137 | $1,814 | 71% | 4/3/2022 | 6 |
188 | Erie, PA | 24.2 | 14,772 | $28,399 | $1,725 | 46% | 10/31/2021 | 15 |
189 | Canton, OH | 22.9 | 19,859 | $36,735 | $3,067 | 63% | 8/15/2021 | 30 |
190 | Waukegan, IL | 21.6 | 17,758 | $25,090 | $643 | 69% | 8/15/2022 | 23 |
191 | Abilene, TX | 20.7 | 13,948 | $24,302 | $1,180 | 72% | 3/27/2022 | 15 |
192 | Kalamazoo, MI | 20.5 | 19,305 | $29,733 | $3,093 | 66% | 1/5/2022 | 22 |
193 | North Little Rock, AR | 20.2 | 27,574 | $34,958 | $3,108 | 65% | 9/11/2021 | 23 |
194 | Boynton Beach, FL | 19.5 | 25,824 | $27,188 | $1,544 | 91% | 9/5/2021 | 24 |
195 | Allentown, PA | 16.6 | 21,307 | $29,221 | $1,193 | 59% | 1/29/2022 | 16 |
196 | Pompano Beach, FL | 15.9 | 30,200 | $25,151 | $1,846 | 73% | 10/13/2021 | 24 |
197 | Fort Lauderdale, FL | 15.7 | 56,716 | $27,027 | $2,120 | 75% | 4/16/2022 | 19 |
198 | Gulfport, MS | 13.3 | 29,980 | $32,977 | $2,386 | 48% | 6/19/2021 | 30 |
199 | Miami, FL | 12.7 | 73,250 | $26,936 | $1,808 | 70% | 7/25/2021 | 21 |
200 | Corpus Christi, TX | 0.0 | 13,816 | $33,519 | $2,188 | 64% | 8/10/2021 | 23 |
About Erin C. Perkins

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