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5
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stringclasses
56 values
state_name
stringclasses
56 values
county
stringlengths
4
33
population
int64
7
10M
contracts_usd
float64
-171,382,565.12
41.5B
grants_usd
float64
-250,815,533.32
13.4B
contracts_per_capita
float64
-7,492.7
272k
grants_per_capita
float64
-3,872.28
1.24M
51059
VA
Virginia
Fairfax County
1,150,309
41,468,945,896.43
608,649,176.13
36,050.27
529.12
48439
TX
Texas
Tarrant County
2,110,640
33,451,233,013.39
377,101,884.63
15,848.86
178.67
11001
DC
District of Columbia
District Of Columbia
689,545
31,427,461,298.33
4,912,507,568.71
45,577.1
7,124.27
51177
VA
Virginia
Spotsylvania County
140,032
30,945,245,287.85
12,932,116.42
220,986.96
92.35
48113
TX
Texas
Dallas County
2,613,539
24,090,556,824.51
1,312,973,295.54
9,217.6
502.37
06037
CA
California
Los Angeles County
10,014,009
22,827,639,125.47
4,473,749,677.22
2,279.57
446.75
51013
VA
Virginia
Arlington County
238,643
14,334,481,469.01
304,917,563.68
60,066.63
1,277.71
06073
CA
California
San Diego County
3,298,634
13,851,530,870.04
2,261,670,865.88
4,199.17
685.64
01089
AL
Alabama
Madison County
388,153
12,777,713,783.78
194,368,821.06
32,919.27
500.75
04019
AZ
Arizona
Pima County
1,043,433
12,332,382,185
932,685,433.27
11,819.05
893.86
24031
MD
Maryland
Montgomery County
1,062,061
11,426,291,043.02
1,159,202,017.17
10,758.6
1,091.46
12095
FL
Florida
Orange County
1,429,908
9,666,637,907.21
325,873,478.46
6,760.32
227.9
25017
MA
Massachusetts
Middlesex County
1,632,002
9,641,513,448.29
2,733,923,269.59
5,907.78
1,675.2
29189
MO
Missouri
St. Louis County
1,004,125
9,070,089,915.63
695,620,084.44
9,032.83
692.76
42091
PA
Pennsylvania
Montgomery County
856,553
8,525,122,561.75
170,887,836.5
9,952.83
199.51
04013
AZ
Arizona
Maricopa County
4,420,568
8,360,410,092.47
2,723,780,099.67
1,891.25
616.16
21111
KY
Kentucky
Jefferson County
782,969
7,295,860,097.17
431,084,604.21
9,318.2
550.58
12009
FL
Florida
Brevard County
606,612
7,229,126,144.97
137,064,587.8
11,917.22
225.95
53033
WA
Washington
King County
2,269,675
7,060,865,028.83
2,376,160,921.81
3,110.96
1,046.92
51810
VA
Virginia
Virginia Beach City
459,470
7,001,400,047.88
63,878,440.89
15,237.99
139.03
35001
NM
New Mexico
Bernalillo County
676,444
6,871,141,401.03
364,875,621.24
10,157.74
539.4
47001
TN
Tennessee
Anderson County
77,123
6,392,294,881.27
46,111,311.67
82,884.42
597.89
42003
PA
Pennsylvania
Allegheny County
1,250,578
6,360,874,333.17
1,253,350,895.41
5,086.35
1,002.22
25009
MA
Massachusetts
Essex County
809,829
6,192,402,026.55
323,544,692.23
7,646.56
399.52
06001
CA
California
Alameda County
1,682,353
5,889,224,145.37
1,325,403,544.24
3,500.59
787.83
48029
TX
Texas
Bexar County
2,009,324
5,654,240,380.37
858,988,054.36
2,814
427.5
35028
NM
New Mexico
Los Alamos County
19,419
5,276,252,197.71
15,871,980.2
271,705.66
817.34
28059
MS
Mississippi
Jackson County
143,252
5,222,044,135.07
165,669,792.92
36,453.55
1,156.49
51700
VA
Virginia
Newport News City
186,247
5,087,082,536.89
61,552,299.92
27,313.63
330.49
48201
TX
Texas
Harris County
4,731,145
5,078,630,569.25
1,664,363,841.32
1,073.45
351.79
15003
HI
Hawaii
Honolulu County
1,016,508
5,066,302,782.89
1,382,989,863.88
4,984.03
1,360.53
24033
MD
Maryland
Prince George'S County
967,201
4,887,049,787.44
632,406,296.46
5,052.78
653.85
24027
MD
Maryland
Howard County
332,317
4,715,895,690.85
91,732,062.55
14,190.96
276.04
24037
MD
Maryland
St. Mary'S County
113,777
4,627,308,984.36
44,155,727.7
40,669.99
388.09
24003
MD
Maryland
Anne Arundel County
588,261
4,425,804,625.2
261,440,759.32
7,523.54
444.43
53005
WA
Washington
Benton County
206,873
4,374,477,460.01
137,960,926.57
21,145.71
666.89
40109
OK
Oklahoma
Oklahoma County
796,292
4,368,867,971.81
1,203,504,112.36
5,486.51
1,511.39
08041
CO
Colorado
El Paso County
730,395
4,048,388,969.89
195,506,481.41
5,542.74
267.67
17031
IL
Illinois
Cook County
5,275,541
3,939,952,051.54
4,128,221,856.46
746.83
782.52
06085
CA
California
Santa Clara County
1,936,259
3,877,202,554.01
1,139,251,467.58
2,002.42
588.38
12057
FL
Florida
Hillsborough County
1,459,762
3,627,476,876.49
1,000,483,039.54
2,484.98
685.37
29095
MO
Missouri
Jackson County
717,204
3,593,240,443.56
502,744,893.02
5,010.07
700.98
51107
VA
Virginia
Loudoun County
420,959
3,548,513,263.84
183,776,230.58
8,429.59
436.57
17043
IL
Illinois
Dupage County
932,877
3,501,321,898.49
118,810,725.01
3,753.25
127.36
45003
SC
South Carolina
Aiken County
168,808
3,379,224,925.98
74,056,382.21
20,018.16
438.7
66010
GU
Guam
Guam
153,836
3,317,422,714.06
385,782,253.04
21,564.67
2,507.75
51510
VA
Virginia
Alexandria City
159,467
3,271,054,420.67
-67,368,729.38
20,512.42
-422.46
51153
VA
Virginia
Prince William County
482,204
3,133,805,122.29
97,928,469.88
6,498.92
203.09
51710
VA
Virginia
Norfolk City
238,005
3,120,437,269.24
513,391,793.6
13,110.81
2,157.06
08035
CO
Colorado
Douglas County
357,978
3,105,346,226.24
240,949,471.33
8,674.68
673.08
48215
TX
Texas
Hidalgo County
870,781
3,033,978,021.15
179,712,200.52
3,484.2
206.38
42133
PA
Pennsylvania
York County
456,438
3,030,159,516.97
163,894,982.92
6,638.71
359.07
34005
NJ
New Jersey
Burlington County
461,860
2,985,886,354.53
105,233,133.28
6,464.92
227.85
13067
GA
Georgia
Cobb County
766,149
2,965,612,940.49
83,518,701.33
3,870.8
109.01
18097
IN
Indiana
Marion County
977,203
2,872,164,543.87
1,604,065,285.54
2,939.17
1,641.49
48375
TX
Texas
Potter County
118,525
2,817,610,320.27
73,635,327.2
23,772.29
621.26
32003
NV
Nevada
Clark County
2,265,461
2,779,471,979.03
490,602,304.07
1,226.89
216.56
08031
CO
Colorado
Denver County
715,522
2,768,986,005.81
1,239,389,241.27
3,869.88
1,732.15
08059
CO
Colorado
Jefferson County
582,910
2,738,352,873.83
317,493,055.77
4,697.73
544.67
55063
WI
Wisconsin
La Crosse County
120,784
2,542,088,077.38
59,234,922.06
21,046.56
490.42
16019
ID
Idaho
Bonneville County
123,964
2,509,863,645.41
18,215,673.56
20,246.71
146.94
24005
MD
Maryland
Baltimore County
854,535
2,482,200,396.55
796,560,458.41
2,904.74
932.16
24510
MD
Maryland
Baltimore City
585,708
2,426,200,588.72
6,291,600,201.73
4,142.34
10,741.87
23023
ME
Maine
Sagadahoc County
36,699
2,370,635,127.61
13,601,717.52
64,596.72
370.63
24025
MD
Maryland
Harford County
260,924
2,340,410,318.54
72,159,903.02
8,969.7
276.56
39057
OH
Ohio
Greene County
167,966
2,281,232,313.82
82,403,331.1
13,581.51
490.6
12031
FL
Florida
Duval County
995,567
2,243,854,614.8
438,596,114.56
2,253.85
440.55
26099
MI
Michigan
Macomb County
881,217
2,203,339,056.41
96,922,248.52
2,500.34
109.99
02020
AK
Alaska
Anchorage Municipality
291,247
2,156,526,453.1
506,382,383.11
7,404.46
1,738.67
36103
NY
New York
Suffolk County
1,525,920
2,070,594,015.14
492,088,729.83
1,356.95
322.49
06067
CA
California
Sacramento County
1,585,055
1,989,030,685.09
13,355,844,159.89
1,254.87
8,426.11
45019
SC
South Carolina
Charleston County
408,235
1,945,555,371.24
603,776,565.16
4,765.77
1,478.99
22071
LA
Louisiana
Orleans Parish
383,997
1,870,227,751
492,505,805.29
4,870.42
1,282.58
01097
AL
Alabama
Mobile County
414,809
1,835,370,880.5
281,602,699.36
4,424.62
678.87
06111
CA
California
Ventura County
843,843
1,814,788,353.11
192,430,735.81
2,150.62
228.04
19113
IA
Iowa
Linn County
230,299
1,810,095,647.78
125,178,808.68
7,859.76
543.55
36055
NY
New York
Monroe County
759,443
1,804,341,371.42
553,110,458.69
2,375.87
728.31
12091
FL
Florida
Okaloosa County
211,668
1,770,939,355.82
65,235,979.12
8,366.59
308.2
36067
NY
New York
Onondaga County
476,516
1,704,621,210.59
732,535,695.14
3,577.26
1,537.27
12103
FL
Florida
Pinellas County
959,107
1,675,866,861.87
1,017,688,939.49
1,747.32
1,061.08
53035
WA
Washington
Kitsap County
275,611
1,644,267,941.22
131,706,071.11
5,965.9
477.87
39061
OH
Ohio
Hamilton County
830,639
1,642,676,829.4
709,555,300.62
1,977.61
854.23
36061
NY
New York
New York County
1,694,251
1,580,822,155.1
6,695,444,867.67
933.05
3,951.86
08005
CO
Colorado
Arapahoe County
655,070
1,571,711,685.25
-250,815,533.32
2,399.3
-382.88
48231
TX
Texas
Hunt County
99,956
1,566,579,178.13
54,310,898.12
15,672.69
543.35
26163
MI
Michigan
Wayne County
1,793,561
1,564,701,490.21
1,310,834,469.38
872.4
730.86
25025
MA
Massachusetts
Suffolk County
797,936
1,554,071,803.6
3,401,310,554.59
1,947.61
4,262.64
33011
NH
New Hampshire
Hillsborough County
422,937
1,542,019,343.98
133,783,101.19
3,645.98
316.32
49011
UT
Utah
Davis County
362,679
1,520,083,215.11
48,324,595.86
4,191.26
133.24
55139
WI
Wisconsin
Winnebago County
171,730
1,514,643,780.41
49,891,564.3
8,819.91
290.52
48453
TX
Texas
Travis County
1,290,188
1,513,783,881.62
9,873,168,346.03
1,173.3
7,652.5
17097
IL
Illinois
Lake County
714,342
1,471,452,823.35
107,316,769.15
2,059.87
150.23
49035
UT
Utah
Salt Lake County
1,185,238
1,457,517,394.01
1,610,238,674.07
1,229.73
1,358.58
48491
TX
Texas
Williamson County
609,017
1,449,485,002.46
729,643,018.02
2,380.04
1,198.07
24021
MD
Maryland
Frederick County
271,717
1,438,707,112.9
117,070,474.29
5,294.87
430.85
13153
GA
Georgia
Houston County
163,633
1,408,534,428.48
18,655,702.85
8,607.89
114.01
48085
TX
Texas
Collin County
1,064,465
1,405,451,452.44
179,469,819.25
1,320.34
168.6
49057
UT
Utah
Weber County
262,223
1,403,193,345.91
107,579,745.18
5,351.15
410.26
27053
MN
Minnesota
Hennepin County
1,281,565
1,389,783,006.95
1,035,714,364.05
1,084.44
808.16
06059
CA
California
Orange County
3,186,989
1,368,405,664.5
903,580,285.62
429.37
283.52
End of preview. Expand in Data Studio

Coffermap: where federal contract and grant dollars go, by state and county

Coffermap: See where federal dollars land

Need it fresh, filtered or via API? This free file is a snapshot (FY2025 federal spending by county), last updated 2026-09-25.

Federal obligations by place of performance for fiscal year 2025 (2024-10-01 to 2025-09-30): $744.0B in contracts and $1.23T in grants across 56 states and territories and 3,229 counties. Top state for contract dollars: Virginia; top county: Fairfax County, VA. Built 2026-09-25 01:49 UTC from the public USAspending.gov API.

Free pages (every state has its own page with a county table, top agencies, contractors and industries, and a live per-county contractor lookup): https://cybermax-tools-cybermax.static.hf.space/fedflow/index.html

Coffermap: product image 1 Coffermap: product image 2 Coffermap: product image 3

Configs

Config One row per Key columns
counties (default) county (FIPS) fips, state, county, population, contracts_usd, grants_usd, contracts_per_capita, grants_per_capita
states state / territory same + contracts_rank, counties_with_awards
state_top_agencies state × top 10 awarding agencies (contracts) agency, agency_code, amount_usd
state_top_contractors state × top 10 contract recipients contractor, uei, amount_usd, usaspending_url
state_top_industries state × top 10 NAICS codes (contracts) naics, industry, amount_usd

Contracts = award types A–D (definitive contracts, purchase orders, delivery orders, BPA calls). Grants = types 02–05 (block, formula and project grants, cooperative agreements). Amounts are obligations in the fiscal year and can be negative after de-obligations. Population is USAspending's figure for each area.

Quick start

from datasets import load_dataset
c = load_dataset("CyberMax-tools/coffermap-federal-spending-by-county", "counties", split="train").to_pandas()
print(c.sort_values("contracts_per_capita", ascending=False).head(10)[["county", "state", "contracts_usd"]])

Limits

  • Place of performance is where the work is done, not where a contractor is based; some awards carry only a state.
  • Department of Defense contract data is published with a 90-day delay, so recent months grow after publication.
  • DUNS numbers (D&B-derived) are not included; recipients carry name, UEI and their USAspending profile link.
  • Information only. Coffermap is an independent dataset by CyberMax, not a government product.

Source and licence

USAspending.gov API v2 (spending_by_geography, spending_by_category). U.S. Government work, no copyright in the U.S. Compiled by CyberMax.

Quickstart notebook

Load this dataset with pandas and see real outputs in the quickstart notebook.

Browse it on the web

Free, no sign-up: one page per state and county: https://data.cybermax-tools.workers.dev/spending/ (JSON: /api/county/<fips>.json). AI agents can query it through the remote MCP server https://data.cybermax-tools.workers.dev/mcp (no key).

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