Gender Pay Gap: Cities With the Largest and Smallest Income Inequality

Updated: October 30, 2024

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This year, Equal Pay Day falls on Mar. 24, 2021. The day signifies the pay gap between men and women, showing how far into 2021 a woman has to work until she’s earned the same amount a man earned for the same work in 2020. The gender pay gap is genuine: In 2020, women earned 81 cents for every $1 a man earned. Women consistently earn less than men, and that gap widens when it comes to Black and Indigenous women and women of color.

First observed by the National Committee for Pay Equity in 1996, Equal Pay Day has become a useful tool in achieving gender pay equity. A new study conducted by MoneyGeek has found there isn’t just one Equal Pay Day, however.

There are stark Equal Pay Day disparities between cities and states. MoneyGeek has found that some cities have an Equal Pay Day that falls after or before the national day, making their individual pay gap less than the national average. In some cities, the gap is so wide, it would take more than an entire extra year for a woman to earn as much as a man did for the previous year’s work.

The Best and Worst Cities for Women’s Pay

Equal Pay Day is calculated by counting the number of days after Jan. 1 a woman would need to work in order to earn the same amount a man earned for the previous year.

Using data collected from the American Community Survey based on the median income for full-time workers for the past 12 months, MoneyGeek calculated the pay gaps of 40 cities and all 50 states. Starting at the beginning of 2020, MoneyGeek calculated the date which women would need to work to match a man’s 2020 earnings in each city and state.

The dates show some states fare better than others when it comes to equal pay for women in the workplace. In Cedar Park, Texas, where Equal Pay Day falls on Feb. 16, 2022, the pay gap is well over a year.

The study shows a few surprises — in some large cities like Austin, Texas; Charlotte, North Carolina and Chicago, Illinois, Equal Pay Day comes earlier than may be expected, making the pay gap smaller than average.

There are some cities where women do make more than men including Jacksonville, North Carolina; Skokie, Illinois and Alameda, California, but ultimately the gender pay gap is still very real.

15 Cities Where Women Make More

	City	Women's Income as % of Men's
1.	Jacksonville, NC	150%
2.	Skokie, IL	122%
3.	Alameda, CA	114%
4.	Silver Spring, MD	113%
5.	Visalia, CA	113%
6.	Victorville, CA	109%
7.	Miramar, FL	109%
8.	Columbia, SC	108%
9.	Johnson City, TN	107%
10.	New Rochelle, NY	106%
11.	Gaithersburg, MD	106%
12.	Yakima, WA	106%
13.	St. Joseph, MO	105%
14.	Inglewood, CA	105%
15.	Rancho Cordova, CA	104%

15 Cities With the Largest Wage Gap

	City	Equal Pay Day
1.	Cedar Park, TX	2/16/2022
2.	Alpharetta, GA	12/6/2021
3.	South Jordan, UT	11/19/2021
4.	The Woodlands, TX	11/12/2021
5.	San Ramon, CA	11/10/2021
6.	Edmond, OK	10/11/2021
7.	Lehi, UT	10/1/2021
8.	Sugar Land, TX	9/28/2021
9.	Carmel, IN	9/25/2021
10.	Pharr, TX	9/21/2021
11.	Huntsville, AL	9/8/2021
12.	Mount Pleasant, SC	9/4/2021
13.	Odessa, TX	9/3/2021
14.	Midland, TX	8/30/2021
15.	Johns Creek, GA	8/30/2021

Large Cities and Their Equal Pay Days

City	Equal Pay Day
Austin, TX	3/12/2021
Charlotte, NC	3/22/2021
Chicago, IL	2/10/2021
Columbus, OH	2/19/2021
Dallas, TX	1/30/2021
Denver, CO	3/20/2021
Fort Worth, TX	3/19/2021
Houston, TX	2/13/2021
Indianapolis, IN	3/10/2021
Jacksonville, FL	3/29/2021
Los Angeles, CA	1/15/2021
New York, NY	1/31/2021
Philadelphia, PA	2/12/2021
Phoenix, AZ	2/5/2021
San Antonio, TX	2/15/2021
San Diego, CA	3/8/2021
San Francisco, CA	4/5/2021
San Jose, CA	4/24/2021
Seattle, WA	4/12/2021
Washington, DC	3/15/2021

Equal Pay for Women and Technology

The MoneyGeek study finds that tech-hub cities like San Francisco, San Jose and Seattle and some high-profile suburbs have wider pay gaps than other large cities in the country.

In San Francisco, women's income as a percentage of men's is 79.3%, at a median earning of $80,163. San Jose's percentage of women's income is 76% at a median earning of $61,701 for women, and Seattle's percentage is 78.1% at a median earning of $71,733. Each of these cities' equal pay day is in the first three weeks of April, whereas in other large cities like New York, NY or Austin, TX, their equal pay day is in January and March, respectively. New York's percentage of women's income is 92% at a median earning of $55,195, and Austin's is 83.6% at a median earning of $50,242.

This may seem surprising, considering how visionary the tech industry is considered to be, but it is in line with research that shows more than half of women in this sector are paid less than their male counterparts.

Not only that, but the number of women in technology compared to men still has a large gap. National Center for Women Information Technology (NCWIT) reports in 2018, the number of women earning computer and information sciences (CIS) bachelor's degrees was 15,236, surpassing the historic peak of 13,733 set in 1985. The number continues to grow each year. In 2019, the number of CIS degrees women earned was 17,786, whereas the number of CIS degrees for men was 67,288.

Initiatives for Change

Understanding the income gap between men and women helps address the issue and move the country towards creating a workforce that better reflects the society in which we live. While much progress has been achieved in addressing the gender pay gap, there is still a long way to go. The COVID-19 pandemic has also impacted women’s earnings in the workplace. Armed with more information, women can better negotiate salaries for themselves and improve their financial standing when it comes to crucial wealth-building tools like life insurance and mortgage rates.

Ways Women Can Close the Gender Pay Gap

While the news that it takes longer for women to earn the same amount of money as men comes as no surprise to most women, what does come as a surprise is that in more than a few areas, it takes over six months longer to earn the same amount as men. While some lawmakers try to end pay disparity in the U.S. once and for all, there are some actions you can take right now to close the gender pay gap.

1
Negotiate your first salary
Many experts suggest you should always negotiate your salary, starting with your first job. This sets the tone for the rest of your career. Research the position and employer to be sure the compensation package is in line with what’s been previously offered, particularly in an industry where women are traditionally paid less.
2
Advocate and stay informed
Contact your congressional representatives to tell them to co-sponsor the current bills in Congress created to achieve equal gender pay. Since 2016, lawmakers have introduced at least 180 bills across the country aimed at minimizing the pay gap.
3
Join forces with other women
Find a group that helps provide women with the tools and support they need to help narrow the pay gap in their jobs. Women may lose out on pay by taking time away from work to care for children. Advocate for better child care choices, know and exercise your child care options and lean on others for support where you can.

Methodology

To find the Equal Pay Day for each city, MoneyGeek analyzed data from the American Community Survey and used the median earnings for men and women who worked full time within the last 12 months to calculate the pay gaps for all cities. Using the beginning of 2020 as the starting point, the date which women would need to work to earn the equivalent to a full year’s earnings for a man was determined.

Full Data Set for Cities

City	Equal Pay Day	Women's Income as % of Men's	Women's Median Earnings	Total Population
Cedar Park, TX	2/16/2022	46.9%	$45,348	77,419
Alpharetta, GA	12/6/2021	51.8%	$62,646	67,208
South Jordan, UT	11/19/2021	53.0%	$42,481	76,607
The Woodlands, TX	11/12/2021	53.6%	$68,215	117,270
San Ramon, CA	11/10/2021	53.7%	$86,281	75,984
Edmond, OK	10/11/2021	56.2%	$46,474	94,058
Lehi, UT	10/1/2021	57.1%	$45,688	69,742
Sugar Land, TX	9/28/2021	57.3%	$60,398	118,500
Carmel, IN	9/25/2021	57.6%	$63,629	101,918
Pharr, TX	9/21/2021	57.9%	$24,438	79,115
Huntsville, AL	9/8/2021	59.2%	$35,536	201,594
Mount Pleasant, SC	9/4/2021	59.6%	$60,000	91,668
Odessa, TX	9/3/2021	59.6%	$32,118	123,163
Midland, TX	8/30/2021	60.1%	$40,028	146,042
Johns Creek, GA	8/30/2021	60.1%	$72,679	84,590
Weston, FL	8/22/2021	60.9%	$51,947	71,164
Turlock, CA	8/19/2021	61.2%	$36,977	73,629
Lake Forest, CA	8/18/2021	61.3%	$57,474	85,529
Frisco, TX	8/17/2021	61.4%	$61,879	200,513
Flower Mound, TX	8/17/2021	61.4%	$61,835	83,205
Alafaya, FL	8/16/2021	61.5%	$31,044	96,528
Highlands Ranch, CO	8/16/2021	61.5%	$61,833	99,810
San Angelo, TX	8/15/2021	61.6%	$32,030	98,193
Lafayette, LA	8/14/2021	61.8%	$36,018	126,199
Kirkland, WA	8/10/2021	62.1%	$71,903	93,027
Doral, FL	8/8/2021	62.4%	$31,969	65,746
Layton, UT	8/6/2021	62.5%	$38,998	78,008
Baytown, TX	8/4/2021	62.7%	$32,258	76,895
Noblesville, IN	8/4/2021	62.8%	$48,595	63,325
Orem, UT	7/29/2021	63.5%	$34,681	97,839
Sunnyvale, CA	7/25/2021	63.8%	$80,003	152,710
Naperville, IL	7/23/2021	64.1%	$64,952	149,640
Kenner, LA	7/23/2021	64.1%	$32,444	66,355
Clearwater, FL	7/20/2021	64.4%	$36,417	116,938
Bellevue, WA	7/19/2021	64.6%	$78,880	148,145
Castle Rock, CO	7/17/2021	64.8%	$53,334	68,494
Plano, TX	7/14/2021	65.1%	$54,723	285,849
Santa Clara, CA	7/11/2021	65.4%	$72,452	130,371
Lake Charles, LA	7/10/2021	65.6%	$30,995	78,395
Sterling Heights, MI	7/10/2021	65.6%	$37,934	132,429
Decatur, IL	7/10/2021	65.6%	$32,160	69,553
Lubbock, TX	7/10/2021	65.6%	$33,376	258,870
Mission, TX	7/9/2021	65.6%	$31,182	84,336
Eagan, MN	7/4/2021	66.3%	$50,952	66,376
Hesperia, CA	7/3/2021	66.4%	$30,216	95,753
Sammamish, WA	7/2/2021	66.5%	$100,137	65,880
Allen, TX	7/1/2021	66.7%	$54,619	105,630
Cary, NC	6/29/2021	66.9%	$61,287	171,143
Redwood City, CA	6/29/2021	67.0%	$74,191	85,926
Tracy, CA	6/29/2021	67.0%	$47,315	94,751
Victoria, TX	6/27/2021	67.1%	$33,708	66,920
Walnut Creek, CA	6/27/2021	67.1%	$81,020	70,161
Laredo, TX	6/24/2021	67.5%	$28,437	264,069
Jackson, TN	6/22/2021	67.8%	$31,219	67,187
Gilbert, AZ	6/21/2021	67.9%	$51,951	254,115
Newport Beach, CA	6/20/2021	68.0%	$71,827	84,522
Newton, MA	6/20/2021	68.0%	$85,032	88,411
Mansfield, TX	6/14/2021	68.8%	$54,620	74,841
O'Fallon, MO	6/13/2021	69.0%	$48,309	88,659
Lake Elsinore, CA	6/13/2021	69.0%	$39,650	69,283
Redmond, WA	6/12/2021	69.0%	$89,937	71,941
Bayonne, NJ	6/9/2021	69.5%	$45,054	64,903
Marysville, WA	6/8/2021	69.6%	$41,856	70,306
West Jordan, UT	6/8/2021	69.6%	$40,071	116,482
Atascocita, TX	6/7/2021	69.7%	$50,306	82,572
Laguna Niguel, CA	6/6/2021	69.9%	$63,101	66,384
Lakeville, MN	6/4/2021	70.1%	$56,117	67,326
Farmington Hills, MI	6/4/2021	70.1%	$53,223	80,597
Rockville, MD	6/3/2021	70.2%	$55,000	68,085
The Hammocks, FL	6/3/2021	70.3%	$39,374	65,765
Delray Beach, FL	6/2/2021	70.4%	$34,732	69,449
Franklin, TN	6/1/2021	70.5%	$56,991	83,096
Clifton, NJ	6/1/2021	70.5%	$40,739	85,053
Murrieta, CA	6/1/2021	70.6%	$50,370	116,223
Melbourne, FL	5/31/2021	70.7%	$32,568	83,030
Pasadena, TX	5/31/2021	70.7%	$31,925	151,230
Suffolk, VA	5/31/2021	70.7%	$42,672	92,108
Camarillo, CA	5/31/2021	70.7%	$53,876	69,887
Buckeye, AZ	5/31/2021	70.7%	$36,248	79,624
Jupiter, FL	5/30/2021	70.8%	$50,930	65,797
Rancho Cucamonga, CA	5/29/2021	70.9%	$51,177	177,614
Dothan, AL	5/29/2021	71.0%	$36,839	68,522
Iowa City, IA	5/28/2021	71.1%	$42,208	75,149
Federal Way, WA	5/27/2021	71.2%	$37,363	96,297
St. George, UT	5/27/2021	71.3%	$33,899	89,586
Rochester Hills, MI	5/25/2021	71.5%	$65,450	74,509
Troy, MI	5/25/2021	71.5%	$61,793	84,087
Indio, CA	5/24/2021	71.7%	$41,499	91,756
Livonia, MI	5/23/2021	71.7%	$51,041	93,664
Sandy, UT	5/20/2021	72.1%	$50,315	96,385
Chesapeake, VA	5/20/2021	72.2%	$43,525	244,835
Killeen, TX	5/20/2021	72.2%	$31,970	151,685
Fort Collins, CO	5/19/2021	72.3%	$44,553	170,245
Goodyear, AZ	5/19/2021	72.4%	$40,496	86,843
Beaumont, TX	5/18/2021	72.4%	$36,835	116,822
Hillsboro, OR	5/18/2021	72.6%	$47,949	109,120
Provo, UT	5/17/2021	72.6%	$32,841	116,616
Atlanta, GA	5/17/2021	72.6%	$53,921	506,804
Pleasanton, CA	5/16/2021	72.8%	$96,258	81,794
Columbus, GA	5/15/2021	72.9%	$33,441	195,769
Boca Raton, FL	5/14/2021	73.1%	$58,129	99,795
Bakersfield, CA	5/13/2021	73.2%	$41,598	384,159
North Little Rock, AR	5/13/2021	73.3%	$30,911	65,899
Jonesboro, AR	5/12/2021	73.4%	$33,357	78,380
Broken Arrow, OK	5/11/2021	73.5%	$42,291	110,715
Fremont, CA	5/11/2021	73.6%	$75,032	241,117
Waukesha, WI	44326.97556	73.6%	42791	72308
Rockford, IL	5/10/2021	73.7%	$32,518	143,707
Rowlett, TX	5/10/2021	73.7%	$52,240	66,805
Irvine, CA	5/10/2021	73.7%	$75,140	287,387
Cambridge, MA	5/9/2021	73.9%	$67,238	118,925
Elgin, IL	5/9/2021	73.9%	$35,974	110,889
Madera, CA	5/9/2021	73.9%	$30,644	65,859
Mission Viejo, CA	5/8/2021	73.9%	$66,413	94,375
North Richland Hills, TX	5/7/2021	74.1%	$49,000	70,655
Burbank, CA	5/7/2021	74.1%	$52,253	102,508
Greenville, SC	5/7/2021	74.1%	$45,096	70,633
Tempe, AZ	5/6/2021	74.3%	$42,399	195,816
Wyoming, MI	5/5/2021	74.4%	$34,259	75,660
Plymouth, MN	5/5/2021	74.4%	$68,257	79,785
Auburn, WA	5/5/2021	74.5%	$45,780	82,021
Ellicott City, MD	5/5/2021	74.5%	$90,426	72,605
Largo, FL	5/4/2021	74.5%	$31,496	84,957
Pasco, WA	5/4/2021	74.5%	$37,293	74,846
Independence, MO	5/4/2021	74.5%	$34,062	116,673
Upland, CA	5/4/2021	74.6%	$45,573	77,123
Palo Alto, CA	5/4/2021	74.6%	$120,474	65,365
Maple Grove, MN	5/4/2021	74.6%	$66,506	72,616
Chino Hills, CA	5/3/2021	74.7%	$60,349	83,843
Tyler, TX	5/3/2021	74.7%	$31,948	106,991
Nashua, NH	5/3/2021	74.7%	$45,191	89,356
Everett, WA	5/3/2021	74.7%	$41,760	111,489
McKinney, TX	5/3/2021	74.8%	$53,455	199,174
Blaine, MN	5/2/2021	74.8%	$50,123	65,612
Union City, CA	5/1/2021	75.0%	$61,185	74,099
Brentwood, NY	5/1/2021	75.1%	$36,501	61,930
Clarksville, TN	5/1/2021	75.1%	$35,442	158,152
St. Charles, MO	4/30/2021	75.2%	$42,476	71,009
Union City, NJ	4/30/2021	75.2%	$31,394	67,977
Sunrise, FL	4/29/2021	75.4%	$33,570	95,153
Lakeland, FL	4/28/2021	75.4%	$33,826	112,142
Newport News, VA	4/27/2021	75.7%	$34,580	179,225
Irving, TX	4/27/2021	75.7%	$37,903	239,779
Port St. Lucie, FL	4/27/2021	75.7%	$36,086	201,858
Rocklin, CA	4/27/2021	75.7%	$63,640	68,815
Rio Rancho, NM	4/27/2021	75.7%	$39,579	99,159
Bend, OR	4/25/2021	75.9%	$41,895	100,430
Evansville, IN	4/25/2021	76.0%	$32,106	117,557
Redondo Beach, CA	4/25/2021	76.0%	$76,442	66,757
South Hill, WA	4/25/2021	76.0%	$51,946	66,020
Wellington, FL	4/25/2021	76.0%	$47,414	65,389
Abilene, TX	4/25/2021	76.0%	$30,981	123,201
San Jose, CA	4/24/2021	76.0%	$61,701	1,021,786
Brownsville, TX	4/23/2021	76.2%	$26,909	182,781
Chula Vista, CA	4/23/2021	76.3%	$46,071	274,485
Knoxville, TN	4/23/2021	76.3%	$32,390	187,610
Hoover, AL	4/23/2021	76.3%	$55,006	85,772
Round Rock, TX	4/21/2021	76.5%	$47,307	133,435
Bryan, TX	4/21/2021	76.5%	$30,861	86,268
Temple, TX	4/21/2021	76.6%	$37,043	78,437
Conway, AR	4/21/2021	76.6%	$34,633	67,640
Bloomington, IN	4/21/2021	76.6%	$38,964	86,630
Oshkosh, WI	4/21/2021	76.6%	$38,040	67,010
Milpitas, CA	4/21/2021	76.7%	$75,796	84,184
Sioux City, IA	4/21/2021	76.7%	$32,728	83,288
Woodbury, MN	4/20/2021	76.7%	$63,836	72,813
Palm Bay, FL	4/20/2021	76.7%	$31,569	115,560
Vacaville, CA	4/19/2021	76.9%	$51,249	100,669
Germantown, MD	4/19/2021	76.9%	$54,983	83,707
Apple Valley, CA	4/19/2021	76.9%	$39,780	73,464
Georgetown, TX	4/19/2021	76.9%	$40,165	79,609
Evanston, IL	4/18/2021	77.0%	$61,905	73,470
Columbia, MD	4/18/2021	77.0%	$63,247	104,726
San Bernardino, CA	4/18/2021	77.0%	$31,061	215,780
Gulfport, MS	4/18/2021	77.1%	$30,887	71,701
Henderson, NV	4/18/2021	77.1%	$47,924	320,190
Santa Clarita, CA	4/18/2021	77.1%	$57,130	212,975
Amarillo, TX	4/18/2021	77.1%	$34,620	197,365
Bellingham, WA	4/18/2021	77.1%	$40,441	92,327
Surprise, AZ	4/18/2021	77.2%	$43,018	141,674
Chino, CA	4/17/2021	77.2%	$40,110	94,352
Baton Rouge, LA	4/17/2021	77.2%	$38,131	220,248
Tulare, CA	4/17/2021	77.2%	$36,997	65,508
Aurora, IL	4/17/2021	77.2%	$39,322	198,827
Rogers, AR	4/17/2021	77.2%	$36,396	68,674
Newark, NJ	4/17/2021	77.3%	$31,287	281,999
Redlands, CA	4/17/2021	77.3%	$45,113	71,516
Anaheim, CA	4/16/2021	77.4%	$38,832	350,351
Clovis, CA	4/16/2021	77.4%	$52,397	114,582
Rapid City, SD	4/16/2021	77.4%	$37,179	77,496
Thousand Oaks, CA	4/16/2021	77.4%	$69,682	126,815
Eugene, OR	4/15/2021	77.5%	$41,108	172,614
West Valley City, UT	4/15/2021	77.5%	$33,201	135,255
Bethlehem, PA	4/15/2021	77.5%	$37,395	76,044
Bloomington, IL	4/15/2021	77.5%	$50,726	77,323
Pasadena, CA	4/15/2021	77.6%	$57,440	141,040
Broomfield, CO	4/15/2021	77.7%	$63,708	70,465
Westminster, CO	4/14/2021	77.7%	$48,258	113,179
Carlsbad, CA	4/14/2021	77.8%	$79,266	115,386
Chandler, AZ	4/14/2021	77.8%	$51,263	261,149
Bossier City, LA	4/13/2021	77.8%	$33,455	68,147
Longview, TX	4/13/2021	77.8%	$35,166	82,461
Tampa, FL	4/13/2021	77.9%	$40,299	399,690
Salem, OR	4/13/2021	77.9%	$38,774	174,377
Palm Coast, FL	4/12/2021	78.0%	$39,104	89,797
Seattle, WA	4/12/2021	78.1%	$71,733	753,655
Kent, WA	4/12/2021	78.1%	$46,973	132,320
Warwick, RI	4/11/2021	78.2%	$47,803	81,006
Sioux Falls, SD	4/11/2021	78.3%	$40,140	183,799
Ogden, UT	4/11/2021	78.3%	$33,965	87,764
Santa Cruz, CA	4/10/2021	78.3%	$60,894	64,605
Lawrence, MA	4/10/2021	78.4%	$34,361	80,038
Billings, MT	4/10/2021	78.4%	$40,927	109,577
Tulsa, OK	4/10/2021	78.4%	$36,397	401,760
Sandy Springs, GA	4/9/2021	78.5%	$60,207	109,466
Peoria, IL	4/9/2021	78.5%	$41,573	109,936
Hartford, CT	4/9/2021	78.6%	$33,139	122,107
Hampton, VA	4/9/2021	78.6%	$37,437	134,510
Norman, OK	4/8/2021	78.8%	$40,644	124,867
Pearland, TX	4/8/2021	78.8%	$60,604	131,448
Simi Valley, CA	4/8/2021	78.8%	$55,499	125,594
Roswell, GA	4/7/2021	78.9%	$64,079	94,747
Overland Park, KS	4/7/2021	78.9%	$56,570	195,483
Springdale, AR	4/7/2021	79.0%	$29,059	80,454
Mobile, AL	4/6/2021	79.0%	$35,708	188,710
Buena Park, CA	4/6/2021	79.1%	$47,483	81,783
Concord, CA	4/6/2021	79.1%	$51,452	129,320
Yorba Linda, CA	4/6/2021	79.1%	$73,786	67,645
Wichita, KS	4/6/2021	79.1%	$37,482	389,914
Cicero, IL	4/5/2021	79.3%	$31,169	80,801
Youngstown, OH	4/5/2021	79.3%	$29,721	65,479
Lakewood, CA	4/5/2021	79.3%	$52,699	79,302
New Britain, CT	4/5/2021	79.3%	$40,187	72,491
San Francisco, CA	4/5/2021	79.3%	$80,163	881,549
Louisville/Jefferson County, KY	4/5/2021	79.3%	$40,007	617,630
Arlington Heights, IL	4/4/2021	79.4%	$65,988	71,825
Joliet, IL	4/4/2021	79.4%	$41,087	148,806
Ankeny, IA	4/4/2021	79.4%	$51,071	67,347
Lawton, OK	4/4/2021	79.4%	$30,279	93,026
Duluth, MN	4/3/2021	79.6%	$40,681	85,617
Shawnee, KS	4/3/2021	79.6%	$48,413	65,810
Dale City, VA	4/3/2021	79.6%	$41,833	73,918
Medford, OR	4/3/2021	79.6%	$33,711	83,084
Corpus Christi, TX	4/3/2021	79.7%	$37,373	326,590
Brooklyn Park, MN	4/2/2021	79.9%	$48,144	80,401
Salinas, CA	4/1/2021	79.9%	$32,976	155,473
El Paso, TX	4/1/2021	80.0%	$31,417	681,729
Shreveport, LA	4/1/2021	80.0%	$37,666	186,815
Wilmington, DE	4/1/2021	80.0%	$45,589	70,164
Olathe, KS	3/31/2021	80.1%	$54,106	140,557
Fort Wayne, IN	3/31/2021	80.2%	$37,313	262,907
Scottsdale, AZ	3/31/2021	80.2%	$60,723	258,064
Waukegan, IL	3/31/2021	80.2%	$33,396	86,262
Daly City, CA	3/30/2021	80.2%	$45,243	106,294
Fort Lauderdale, FL	3/30/2021	80.2%	$45,731	182,434
Livermore, CA	3/30/2021	80.3%	$76,205	90,188
Lincoln, NE	3/30/2021	80.3%	$40,334	289,096
Green Bay, WI	3/30/2021	80.4%	$36,824	104,565
Corona, CA	3/29/2021	80.4%	$46,158	169,854
Toms River, NJ	3/29/2021	80.4%	$46,041	91,785
Jacksonville, FL	3/29/2021	80.4%	$37,176	911,528
New Braunfels, TX	3/29/2021	80.4%	$43,300	90,710
Davenport, IA	3/29/2021	80.4%	$40,468	101,591
Fall River, MA	3/29/2021	80.5%	$40,246	89,534
Parma, OH	3/28/2021	80.6%	$40,487	78,093
Lowell, MA	3/28/2021	80.6%	$41,185	110,990
Auburn, AL	3/28/2021	80.6%	$44,136	66,254
Peoria, AZ	3/28/2021	80.7%	$48,934	175,960
Nampa, ID	3/28/2021	80.8%	$32,644	99,276
Berkeley, CA	3/27/2021	80.8%	$73,235	121,353
Centennial, CO	3/27/2021	80.8%	$62,258	110,911
Deltona, FL	3/26/2021	81.0%	$32,364	92,752
Fullerton, CA	3/26/2021	81.0%	$52,998	138,638
Downey, CA	3/25/2021	81.1%	$40,409	111,127
Eau Claire, WI	3/25/2021	81.2%	$37,001	68,936
Manteca, CA	3/25/2021	81.2%	$50,460	83,037
Springfield, MA	3/25/2021	81.2%	$39,395	153,599
Sparks, NV	3/25/2021	81.2%	$40,680	105,011
Stamford, CT	3/25/2021	81.3%	$65,336	129,636
Miami Beach, FL	3/23/2021	81.5%	$31,481	88,885
Harlingen, TX	3/23/2021	81.5%	$33,888	65,033
Menifee, CA	3/23/2021	81.6%	$50,565	94,738
North Charleston, SC	3/23/2021	81.6%	$36,871	122,400
Charleston, SC	3/23/2021	81.6%	$49,540	143,151
New Bedford, MA	3/23/2021	81.7%	$41,516	95,348
Fayetteville, AR	3/22/2021	81.7%	$37,269	87,585
Palmdale, CA	3/22/2021	81.7%	$40,386	155,065
Reading, PA	3/22/2021	81.7%	$30,094	88,373
Charlotte, NC	3/22/2021	81.8%	$43,693	885,707
Modesto, CA	3/22/2021	81.8%	$42,208	215,196
Elizabeth, NJ	3/22/2021	81.8%	$33,061	129,215
Akron, OH	3/21/2021	81.8%	$33,785	197,597
Gary, IN	3/21/2021	81.9%	$29,331	70,778
Hammond, IN	3/21/2021	81.9%	$34,500	75,517
Chico, CA	3/21/2021	82.0%	$42,228	103,315
Mesquite, TX	3/21/2021	82.0%	$37,628	140,795
Oceanside, CA	3/20/2021	82.1%	$42,456	175,762
Appleton, WI	3/20/2021	82.1%	$39,486	75,382
Westland, MI	3/20/2021	82.1%	$40,214	81,524
Danbury, CT	3/20/2021	82.1%	$43,653	84,692
Denver, CO	3/20/2021	82.2%	$52,117	727,211
Des Moines, IA	3/19/2021	82.2%	$37,400	214,200
Fort Worth, TX	3/19/2021	82.3%	$41,521	913,656
Brockton, MA	3/19/2021	82.3%	$41,734	95,705
Oklahoma City, OK	3/19/2021	82.4%	$39,034	655,158
Long Beach, CA	3/18/2021	82.4%	$41,980	462,645
Portland, ME	3/18/2021	82.5%	$42,409	66,218
Greeley, CO	3/18/2021	82.5%	$40,320	108,650
Lynwood, CA	3/17/2021	82.7%	$29,645	69,902
Longmont, CO	3/17/2021	82.7%	$50,922	96,672
Kalamazoo, MI	3/17/2021	82.7%	$31,167	76,201
Conroe, TX	3/16/2021	82.8%	$40,213	91,081
Gainesville, FL	3/16/2021	82.8%	$36,365	133,990
Topeka, KS	3/16/2021	82.9%	$38,116	125,318
League City, TX	3/16/2021	83.0%	$60,844	106,730
Washington, DC	3/15/2021	83.0%	$72,750	705,749
Mesa, AZ	3/15/2021	83.1%	$41,679	517,981
Cheektowaga, NY	3/15/2021	83.1%	$39,251	74,058
Cranston, RI	3/15/2021	83.1%	$50,773	81,459
Folsom, CA	3/15/2021	83.1%	$77,417	81,324
Virginia Beach, VA	3/15/2021	83.1%	$45,324	449,974
Omaha, NE	3/14/2021	83.2%	$42,865	478,203
Bismarck, ND	3/14/2021	83.2%	$47,681	74,632
Salt Lake City, UT	3/14/2021	83.2%	$42,408	200,546
San Clemente, CA	3/14/2021	83.2%	$80,370	64,562
Reno, NV	3/14/2021	83.2%	$41,975	255,624
Cedar Rapids, IA	3/14/2021	83.2%	$42,464	133,563
Roseville, CA	3/14/2021	83.3%	$67,868	141,492
Garden Grove, CA	3/14/2021	83.3%	$41,467	171,670
Town 'n' Country CDP, FL	3/14/2021	83.3%	$31,643	98,550
New Orleans, LA	3/13/2021	83.4%	$42,107	390,144
Lexington-Fayette, KY	3/13/2021	83.4%	$42,152	323,152
Pittsburgh, PA	3/13/2021	83.4%	$46,477	300,281
Temecula, CA	3/13/2021	83.5%	$56,186	114,751
Metairie, LA	3/13/2021	83.5%	$43,551	130,427
Austin, TX	3/12/2021	83.6%	$50,242	979,263
Grand Prairie, TX	3/12/2021	83.7%	$38,587	194,522
Tallahassee, FL	3/12/2021	83.7%	$33,977	194,503
Davie, FL	3/12/2021	83.7%	$40,802	106,310
Columbia, MO	3/12/2021	83.7%	$43,467	123,204
St. Louis, MO	3/11/2021	83.8%	$42,174	300,576
Cincinnati, OH	3/11/2021	83.9%	$42,390	303,954
Citrus Heights, CA	3/11/2021	83.9%	$43,123	87,792
Lynchburg, VA	3/10/2021	83.9%	$32,442	82,168
Chattanooga, TN	3/10/2021	83.9%	$37,338	182,803
Manchester, NH	3/10/2021	84.1%	$42,628	112,658
Indianapolis, IN	3/10/2021	84.1%	$39,044	870,340
San Tan Valley, AZ	3/9/2021	84.1%	$44,609	100,732
Toledo, OH	3/9/2021	84.1%	$34,346	272,778
San Buenaventura (Ventura), CA	3/9/2021	84.1%	$51,841	109,108
Thornton, CO	3/9/2021	84.2%	$46,563	141,454
Spring Hill, FL	3/9/2021	84.2%	$34,802	113,787
Bellflower, CA	3/9/2021	84.3%	$38,056	76,445
College Station, TX	3/9/2021	84.3%	$42,448	117,911
Lee's Summit city, MO	3/9/2021	84.3%	$60,867	99,290
Kenosha, WI	3/8/2021	84.3%	$39,705	99,933
Lorain, OH	3/8/2021	84.3%	$37,228	63,866
Edinburg, TX	3/8/2021	84.3%	$35,726	101,168
Pine Hills, FL	3/8/2021	84.4%	$25,776	94,802
San Diego, CA	3/8/2021	84.4%	$52,214	1,423,852
Boise City, ID	3/8/2021	84.5%	$42,839	228,965
Westminster, CA	3/7/2021	84.5%	$41,332	90,642
Richardson, TX	3/7/2021	84.6%	$55,369	121,331
Escondido, CA	3/7/2021	84.6%	$39,980	151,619
West Des Moines, IA	3/6/2021	84.8%	$60,372	67,696
Yuma, AZ	3/6/2021	84.8%	$33,347	98,296
Fresno, CA	3/6/2021	84.9%	$38,733	531,581
Glendale, AZ	3/5/2021	84.9%	$35,966	252,384
Moreno Valley, CA	3/5/2021	85.0%	$35,638	213,064
Anchorage, AK	3/5/2021	85.1%	$51,352	288,000
Warren, MI	3/5/2021	85.1%	$37,446	133,944
Minneapolis, MN	3/4/2021	85.2%	$51,924	429,605
Albuquerque, NM	3/4/2021	85.2%	$41,288	560,504
Rialto, CA	3/4/2021	85.3%	$35,928	103,540
Norwalk, CA	3/3/2021	85.3%	$39,544	103,946
Lakewood, CO	3/3/2021	85.3%	$50,556	157,917
Spokane, WA	3/3/2021	85.3%	$42,753	222,082
Elk Grove, CA	3/3/2021	85.4%	$60,444	174,791
High Point, NC	3/3/2021	85.4%	$34,998	111,756
Concord, NC	3/3/2021	85.4%	$48,971	96,342
Davis, CA	3/3/2021	85.4%	$60,329	69,420
Santa Ana, CA	3/2/2021	85.5%	$33,736	332,332
Hialeah, FL	3/2/2021	85.5%	$29,952	233,362
Kennewick, WA	3/2/2021	85.6%	$43,265	84,354
Hayward, CA	3/2/2021	85.6%	$51,754	159,202
Rochester, MN	3/2/2021	85.6%	$53,253	118,924
Worcester, MA	3/2/2021	85.7%	$42,215	185,421
Fort Smith, AR	3/1/2021	85.7%	$32,088	87,895
Costa Mesa, CA	3/1/2021	85.8%	$51,704	113,011
Schaumburg, IL	3/1/2021	85.8%	$61,934	72,862
El Monte, CA	3/1/2021	85.8%	$31,459	115,477
Colorado Springs, CO	3/1/2021	85.8%	$44,474	478,215
Flint, MI	3/1/2021	85.8%	$35,546	95,541
Riverside, CA	3/1/2021	85.9%	$40,416	331,369
Leander, TX	2/28/2021	86.0%	$58,264	68,583
Greensboro, NC	2/28/2021	86.0%	$40,085	296,725
Athens-Clarke County, GA	2/28/2021	86.0%	$32,419	126,718
Jackson, MS	2/28/2021	86.1%	$32,164	160,532
Waterloo, IA	2/27/2021	86.1%	$35,956	67,326
Allentown, PA	2/27/2021	86.1%	$31,054	121,441
Providence, RI	2/27/2021	86.2%	$40,665	179,875
New Haven, CT	2/27/2021	86.2%	$41,725	130,257
Pawtucket, RI	2/27/2021	86.2%	$36,589	72,108
Montgomery, AL	2/27/2021	86.3%	$36,050	198,525
Las Cruces, NM	2/26/2021	86.3%	$33,881	103,436
Little Rock, AR	2/26/2021	86.3%	$40,980	197,318
Albany, GA	2/26/2021	86.3%	$33,082	70,643
Lawrence, KS	2/25/2021	86.5%	$38,823	98,196
Torrance, CA	2/25/2021	86.7%	$68,277	143,589
Palatine, IL	2/24/2021	86.7%	$61,592	67,436
Huntington Beach, CA	2/24/2021	86.7%	$61,182	199,228
McAllen, TX	2/24/2021	86.8%	$34,329	143,258
Boynton Beach, FL	2/24/2021	86.8%	$36,865	78,690
Arlington, VA	2/24/2021	86.8%	$79,572	236,842
Santa Monica, CA	2/24/2021	86.9%	$87,764	90,401
Macon-Bibb, GA	2/23/2021	87.1%	$35,301	153,159
Muncie, IN	2/22/2021	87.2%	$32,744	67,967
Greenville, NC	2/22/2021	87.2%	$35,406	93,391
Framingham, MA	2/22/2021	87.2%	$53,799	74,429
Mountain View, CA	2/22/2021	87.2%	$105,410	82,726
Garland, TX	2/22/2021	87.3%	$35,532	239,539
Arvada, CO	2/22/2021	87.3%	$58,615	121,095
Dayton, OH	2/21/2021	87.3%	$35,340	140,402
Fountainebleau, FL	2/21/2021	87.3%	$32,083	68,619
Fontana, CA	2/21/2021	87.3%	$41,056	214,557
Perris, CA	2/21/2021	87.4%	$31,458	79,294
Lewisville, TX	2/21/2021	87.4%	$45,558	108,562
Baldwin Park, CA	2/21/2021	87.4%	$32,187	75,240
West Covina, CA	2/21/2021	87.4%	$41,389	105,114
Poinciana, FL	2/21/2021	87.5%	$31,308	72,545
Springfield, IL	2/20/2021	87.6%	$46,567	114,171
Norfolk, VA	2/20/2021	87.6%	$35,197	242,742
Homestead, FL	2/20/2021	87.7%	$32,166	69,526
North Port, FL	2/20/2021	87.7%	$40,041	70,722
Jersey City, NJ	2/20/2021	87.7%	$63,045	262,075
San Marcos, CA	2/19/2021	87.8%	$49,498	96,673
Columbus, OH	2/19/2021	87.9%	$42,101	902,073
Miami, FL	2/19/2021	87.9%	$31,927	467,968
Kansas City, KS	2/18/2021	88.0%	$35,203	152,818
Waterbury, CT	2/17/2021	88.2%	$42,774	107,577
Bolingbrook, IL	2/17/2021	88.2%	$48,833	73,304
Enterprise, NV	2/17/2021	88.2%	$46,190	191,871
Kansas City, MO	2/17/2021	88.3%	$44,395	495,278
Loveland, CO	2/17/2021	88.4%	$46,299	78,871
Centreville, VA	2/16/2021	88.4%	$66,649	66,457
Rochester, NY	2/16/2021	88.4%	$39,097	205,704
Frederick, MD	2/16/2021	88.4%	$53,389	72,237
Lancaster, CA	2/16/2021	88.5%	$42,279	157,604
Vancouver, WA	2/16/2021	88.5%	$45,660	184,452
Pueblo, CO	2/16/2021	88.5%	$36,981	112,357
Ann Arbor, MI	2/16/2021	88.5%	$57,162	119,976
East Los Angeles, CA	2/16/2021	88.6%	$31,362	119,890
Memphis, TN	2/15/2021	88.6%	$36,263	651,088
Urban Honolulu, HI	2/15/2021	88.6%	$47,537	345,055
Pomona, CA	2/15/2021	88.7%	$36,808	151,696
Santa Barbara, CA	2/15/2021	88.7%	$57,862	91,357
Casas Adobes, AZ	2/15/2021	88.8%	$46,205	70,840
San Antonio, TX	2/15/2021	88.8%	$36,798	1,547,250
Paradise, NV	2/14/2021	88.8%	$37,188	237,899
Savannah, GA	2/14/2021	88.9%	$31,224	144,457
Portland, OR	2/14/2021	88.9%	$55,165	653,467
Carmichael, CA	2/14/2021	88.9%	$46,655	66,800
Houston, TX	2/13/2021	89.1%	$40,115	2,316,797
Orlando, FL	2/13/2021	89.1%	$37,121	287,435
Birmingham, AL	2/13/2021	89.2%	$36,143	210,080
Lansing, MI	2/13/2021	89.2%	$37,746	116,677
Grand Rapids, MI	2/12/2021	89.3%	$39,612	201,004
Philadelphia, PA	2/12/2021	89.3%	$43,217	1,584,064
Ontario, CA	2/12/2021	89.4%	$37,409	184,999
Winston-Salem, NC	2/11/2021	89.5%	$37,154	247,951
Champaign, IL	2/11/2021	89.5%	$45,121	88,919
Glendale, CA	2/11/2021	89.6%	$52,113	199,301
Tucson, AZ	2/11/2021	89.6%	$35,719	548,082
Passaic, NJ	2/10/2021	89.7%	$31,603	69,694
Glen Burnie, MD	2/10/2021	89.7%	$54,901	74,956
Schenectady, NY	2/10/2021	89.7%	$37,651	65,272
Quincy, MA	2/10/2021	89.7%	$59,729	94,468
Wichita Falls, TX	2/10/2021	89.7%	$32,809	104,677
Chicago, IL	2/10/2021	89.7%	$51,126	2,693,959
Missoula, MT	2/10/2021	89.7%	$38,082	75,527
St. Cloud, MN	2/10/2021	89.8%	$41,619	66,741
Arden-Arcade, CA	2/10/2021	89.8%	$48,133	108,227
Bowling Green, KY	2/10/2021	89.8%	$33,887	70,542
Waco, TX	2/10/2021	89.8%	$33,496	139,245
Cleveland, OH	2/9/2021	89.9%	$36,173	380,989
South Bend, IN	2/9/2021	89.9%	$36,553	102,602
West Palm Beach, FL	2/9/2021	90.0%	$39,585	111,952
Port Charlotte, FL	2/9/2021	90.1%	$36,420	65,951
Camden, NJ	2/8/2021	90.2%	$33,277	73,560
Sunrise Manor, NV	2/8/2021	90.2%	$31,706	192,968
Arlington, TX	2/8/2021	90.2%	$42,370	398,860
Meridian, ID	2/8/2021	90.2%	$46,420	114,161
Fishers, IN	2/8/2021	90.3%	$67,621	96,301
South Gate, CA	2/8/2021	90.3%	$31,772	93,433
Aurora, CO	2/8/2021	90.3%	$45,173	379,312
Wilmington, NC	2/8/2021	90.3%	$37,045	123,728
Ames, IA	2/7/2021	90.4%	$46,572	66,258
St. Paul, MN	2/7/2021	90.4%	$45,616	308,096
Spring Valley, NV	2/7/2021	90.4%	$36,962	222,372
Coral Springs, FL	2/7/2021	90.5%	$43,316	133,765
Lehigh Acres, FL	2/7/2021	90.5%	$32,643	134,667
Milwaukee, WI	2/7/2021	90.5%	$38,250	590,157
Pflugerville, TX	2/7/2021	90.6%	$55,687	65,124
North Las Vegas, NV	2/7/2021	90.6%	$36,347	251,984
Hollywood, FL	2/6/2021	90.6%	$37,388	154,802
Deerfield Beach, FL	2/6/2021	90.7%	$38,122	81,070
Tustin, CA	2/6/2021	90.7%	$56,418	79,346
Riverview, FL	2/6/2021	90.7%	$49,583	97,034
Phoenix, AZ	2/5/2021	90.8%	$40,767	1,680,988
Richmond, CA	2/5/2021	91.0%	$45,526	110,575
Gastonia, NC	2/5/2021	91.0%	$37,299	77,277
Plantation, FL	2/3/2021	91.4%	$43,102	94,605
Flagstaff, AZ	2/2/2021	91.5%	$43,389	75,044
St. Petersburg, FL	2/2/2021	91.6%	$45,550	265,358
Missouri City, TX	2/1/2021	91.8%	$51,915	75,543
Vista, CA	2/1/2021	91.8%	$38,831	101,639
Boston, MA	2/1/2021	91.8%	$61,610	694,295
Alhambra, CA	2/1/2021	91.9%	$46,488	83,732
Spokane Valley, WA	2/1/2021	91.9%	$42,198	101,075
Gresham, OR	2/1/2021	91.9%	$42,220	109,379
Bloomington, MN	2/1/2021	91.9%	$51,145	84,935
Syracuse, NY	1/31/2021	92.0%	$42,981	142,310
Brandon, FL	1/31/2021	92.0%	$40,184	116,829
Augusta-Richmond County, GA	1/31/2021	92.0%	$34,006	197,325
Wesley Chapel, FL	1/31/2021	92.0%	$57,290	62,516
New York, NY	1/31/2021	92.0%	$55,195	8,336,817
Fayetteville, NC	1/31/2021	92.0%	$32,285	211,674
Tacoma, WA	1/31/2021	92.1%	$49,322	217,834
Baltimore, MD	1/31/2021	92.2%	$47,305	593,490
Madison, WI	1/30/2021	92.3%	$48,200	259,673
Dallas, TX	1/30/2021	92.3%	$41,253	1,343,565
Carrollton, TX	1/29/2021	92.4%	$51,552	139,272
Nashville-Davidson, TN	1/29/2021	92.5%	$46,636	668,580
Merced, CA	1/29/2021	92.6%	$38,447	83,668
Southfield, MI	1/29/2021	92.6%	$49,442	72,700
Durham, NC	1/28/2021	92.8%	$47,617	279,447
Somerville, MA	1/27/2021	92.9%	$61,378	81,358
Whittier, CA	1/27/2021	92.9%	$47,238	85,087
Santa Maria, CA	1/27/2021	92.9%	$35,778	107,273
Tamarac, FL	1/26/2021	93.1%	$33,421	66,712
Orange, CA	1/26/2021	93.1%	$56,760	138,661
Norwalk, CT	1/26/2021	93.2%	$57,124	88,826
Redding, CA	1/26/2021	93.2%	$46,467	92,598
Alexandria, VA	1/26/2021	93.3%	$75,803	159,428
Santa Fe, NM	1/25/2021	93.6%	$39,308	84,700
Bridgeport, CT	1/24/2021	93.7%	$37,686	144,365
Pompano Beach, FL	1/24/2021	93.7%	$39,930	112,122
Cape Coral, FL	1/24/2021	93.8%	$40,044	194,504
Hawthorne, CA	1/22/2021	94.1%	$40,428	86,062
Canton, OH	1/22/2021	94.1%	$31,576	70,445
Carson, CA	1/22/2021	94.2%	$47,076	91,407
Scranton, PA	1/22/2021	94.2%	$37,642	76,651
Springfield, MO	1/22/2021	94.3%	$34,235	167,864
Dearborn, MI	1/21/2021	94.4%	$47,682	93,927
Lauderhill, FL	1/21/2021	94.5%	$33,778	71,863
Lynn, MA	1/21/2021	94.5%	$45,344	94,300
Jurupa Valley, CA	1/21/2021	94.5%	$39,290	109,525
South Fulton, GA	1/21/2021	94.5%	$47,320	99,152
Fairfield, CA	1/20/2021	94.6%	$52,200	117,136
Richmond, VA	1/20/2021	94.6%	$41,655	230,436
Vallejo, CA	1/20/2021	94.6%	$49,562	121,692
Warner Robins, GA	1/20/2021	94.7%	$39,208	77,421
Lafayette, IN	1/19/2021	95.0%	$36,451	72,633
Asheville, NC	1/18/2021	95.2%	$38,433	92,859
Stockton, CA	1/17/2021	95.3%	$39,936	312,682
Buffalo, NY	1/17/2021	95.4%	$40,106	255,300
Las Vegas, NV	1/16/2021	95.6%	$40,439	651,297
San Mateo, CA	1/16/2021	95.6%	$96,541	104,438
Oxnard, CA	1/15/2021	96.0%	$40,515	208,875
Los Angeles, CA	1/15/2021	96.0%	$45,008	3,979,537
Raleigh, NC	1/14/2021	96.1%	$50,270	474,708
Santa Rosa, CA	1/14/2021	96.1%	$50,460	176,761
Fort Myers, FL	1/14/2021	96.2%	$37,831	87,111
Pembroke Pines, FL	1/14/2021	96.2%	$43,424	173,591
Trenton, NJ	1/14/2021	96.3%	$35,663	83,211
Portsmouth, VA	1/13/2021	96.4%	$41,782	94,398
Compton, CA	1/12/2021	96.6%	$32,199	95,601
Lodi, CA	1/11/2021	97.0%	$46,387	67,581
Detroit, MI	1/10/2021	97.1%	$35,300	670,052
Kissimmee, FL	1/9/2021	97.4%	$32,053	72,701
Florence-Graham, CA	1/9/2021	97.4%	$30,438	70,149
Yonkers, NY	1/9/2021	97.5%	$53,384	200,362
Daytona Beach, FL	1/8/2021	97.6%	$30,445	69,197
Rock Hill, SC	1/8/2021	97.7%	$40,437	75,041
Miami Gardens, FL	1/8/2021	97.7%	$29,775	110,003
Paterson, NJ	1/8/2021	97.8%	$34,611	145,227
Pittsburg, CA	1/8/2021	97.8%	$50,847	72,569
Fargo, ND	1/8/2021	97.8%	$44,722	123,736
Avondale, AZ	1/7/2021	98.0%	$40,739	87,917
South San Francisco, CA	1/6/2021	98.2%	$61,207	67,781
Oakland, CA	1/6/2021	98.3%	$61,356	433,044
Renton, WA	1/5/2021	98.6%	$60,206	101,747
Tuscaloosa, AL	1/4/2021	98.7%	$38,245	101,133
Murfreesboro, TN	1/4/2021	98.7%	$40,146	146,912
Mount Vernon, NY	1/4/2021	98.9%	$49,888	67,330
Sacramento, CA	1/3/2021	99.0%	$50,267	513,620
San Leandro, CA	1/3/2021	99.1%	$56,593	88,822
Boulder, CO	1/2/2021	99.3%	$64,968	105,670
Albany, NY	1/1/2021	99.6%	$50,687	96,460
Roanoke, VA	12/30/2020	100.0%	$37,714	99,143
Denton, TX	12/30/2020	100.1%	$37,021	141,522
Erie, PA	12/28/2020	100.7%	$35,195	95,537
Beaverton, OR	12/27/2020	101.0%	$57,117	99,040
Yuba City, CA	12/27/2020	101.1%	$41,104	67,009
Racine, WI	12/25/2020	101.4%	$39,472	76,747
Antioch, CA	12/24/2020	101.7%	$52,301	111,506
Hemet, CA	12/23/2020	102.0%	$41,986	85,341
El Cajon, CA	12/23/2020	102.1%	$45,036	102,699
Kendall, FL	12/22/2020	102.5%	$43,604	80,410
Napa, CA	12/20/2020	103.0%	$56,980	78,130
East Orange, NJ	12/19/2020	103.1%	$47,225	64,357
Waldorf, MD	12/17/2020	103.7%	$65,850	80,971
Rancho Cordova, CA	12/15/2020	104.4%	$48,557	75,086
Inglewood, CA	12/13/2020	105.1%	$41,926	108,170
St. Joseph, MO	12/12/2020	105.5%	$39,988	75,053
Yakima, WA	12/10/2020	105.8%	$37,399	93,638
Gaithersburg, MD	12/10/2020	105.9%	$60,641	67,982
New Rochelle, NY	12/9/2020	106.3%	$76,030	78,568
Johnson City, TN	12/5/2020	107.5%	$37,777	67,859
Columbia, SC	12/4/2020	107.9%	$45,197	131,323
Miramar, FL	12/1/2020	108.9%	$45,131	141,196
Victorville, CA	11/30/2020	109.1%	$45,320	122,399
Visalia, CA	11/19/2020	112.8%	$46,146	134,608
Silver Spring, MD	11/17/2020	113.4%	$62,208	83,247
Alameda, CA	11/15/2020	114.2%	$82,256	77,630
Skokie, IL	10/26/2020	121.8%	$57,672	62,691
Jacksonville, NC	8/31/2020	150.0%	$36,489	72,438

About Nathan Paulus

Nathan Paulus is the Head of Content Marketing at MoneyGeek, with nearly 10 years of experience researching and creating content related to personal finance and financial literacy.

Paulus has a bachelor's degree in English from the University of St. Thomas, Houston. He enjoys helping people from all walks of life build stronger financial foundations.

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sources

Hired.com. "The 2020 State of Wage Inequality in the Workplace." Accessed March 8, 2021.
Institute for Women’s Policy Research. "Examining the Effectiveness of Pay Secrecy Laws in the U.S.." Accessed March 8, 2021.
National Committee on Pay Equity. "Equal Pay Day." Accessed March 5, 2021.
Payscale. "The State of the Gender Pay Gap." Accessed March 5, 2021.
US Census. "2019 American Community Survey (ACS)." Accessed February 12, 2021.