Using the link to find the data of 50 states of America from 2000 to 2022
Total 10 variables(Medicare, Medicaid, Overdose deaths, Population, Median, State GDP, Unemployment rate, percent insured, Percent high school graduate, US State Level prescription rate)
Use excel to do the work
List of Variables to Consider and Possible URL links to Data:
1. Medicare spending (search: total Medicare spending by state):
https://www.cms.gov/Research-Statistics-Data-and-Systems/Statistics-Trends-andReports/NationalHealthExpendData/NationalHealthAccountsStateHealthAccountsResidence
(Click on “Health expenditures by state of residence, 1991-2014 (ZIP)” to download zip file for the
years 2000 – 2020. Then look for the file “Medicare_Aggregate20”.
2. Medicaid spending: Financial Management Report:
(https://www.medicaid.gov/medicaid/financial-management/state-expenditure-reportingmedicaid-chip/expenditure-reports-mbescbes/index.html). You will compile data for the years
2000 – 2020.
3. # of overdose deaths: Look from Kiser Family Foundation:
https://www.kff.org/other/state-indicator/opioid-overdose-deaths-byraceethnicity/?activeTab=graph¤tTimeframe=0&startTimeframe=18&sortModel=%7B%2
2colId%22:%22Location%22,%22sort%22:%22asc%22%7D
4. Population: Look in the Bureau of Census for historical inter-censul estimate of Population.
Possible URL link: https://www2.census.gov/programs-surveys/popest/datasets/
5. Median Household Income:
Go the following URL:
https://www.census.gov/data/tables/time-series/demo/income-poverty/historical-incomehouseholds.html
Scroll down and choose the EXCEL file Table H-8.
Get the data in current $. We can later on make inflation adjustments.
6. State GDP: Look from Bureau of Economic Analysis (BEA) website the data for annual GDP in
million by state. Later we can make it inflation adjusted using the CPI data that I will provide to
you. If you cannot find the annual GDP data, let me know and I will send you an excel file with
data.
https://apps.bea.gov/iTable/iTable.cfm?reqid=70&step=1#reqid=70&step=1
7. Unemployment rate AND Labor Force Participation Rate: Click the following link.
https://www.bls.gov/lau/rdscnp16.htm
Scroll down and look for “Employment status of the civilian noninstitutional population, annual
averages”. Then download the ZIP file. Pick Column F for LFPR and Column J for unemployment
rate.
8. Percent insured (Health Insurance Coverage):
Choose “HIC-4. Health Insurance Coverage Status and Type of Coverage by State–All Persons:
2008 to 2020” from
https://www.census.gov/data/tables/time-series/demo/health-insurance/historicalseries/hic.html: GO FOR IT
Choose “HIB-4. Health Insurance Coverage Status and Type of Coverage by State–All Persons:
1999 to 2012” from
https://www.census.gov/data/tables/time-series/demo/health-insurance/historicalseries/hib.html
9. Percent high school graduate:
You will be looking for American Community Survey, Table ID: S1501; ACS 5-Year Estimates and you
need to get the data for each year. Hopefully, you get data from 2010 to 2020. I will provide you data from
2000 to 2009. Start with the following URL link (for the year 2010) :
https://data.census.gov/cedsci/table?q=Educational%20Attainment%20by%20state&g=010000
0US.04000.001&hidePreview=true&tid=ACSST5Y2010.S1501&t=Educational%20Attainment&y=
2010
10. States that have largest percentage of manufacturing jobs:
https://www.constructconnect.com/blog/economy/series-1-7-rankings-states-industrial-subsector-jobs-weight-concentration-maps-manufacturing
11. Pre- and post-recession year dummy (we will create it when we move from EXCEL to STATA)
12. US State Level Prescription Rate data: https://www.cdc.gov/drugoverdose/rxratemaps/index.html
state
Alabama
Alabama
Alabama
Alabama
Alabama
Alabama
Alabama
Alabama
Alabama
Alabama
year
pcthsg
2000
2001
2002
2003
2004
2005
2006
2007
2008
2009
77.5
80.2
78.9
79.9
82.4
80.9
82.1
82.1
80.8
80.8
Alaska
Alaska
Alaska
Alaska
Alaska
Alaska
Alaska
Alaska
Alaska
Alaska
2000
2001
2002
2003
2004
2005
2006
2007
2008
2009
90.4
91.1
92.2
90.6
90.2
91.7
92
92
90.7
90.7
Arizona
Arizona
Arizona
Arizona
Arizona
Arizona
Arizona
Arizona
2000
2001
2002
2003
2004
2005
2006
2007
85.1
83.8
84.6
83.8
84.4
85.8
83.1
83.1
Arizona
Arizona
2008
2009
83.9
83.9
Arkansas
Arkansas
Arkansas
Arkansas
Arkansas
Arkansas
Arkansas
Arkansas
Arkansas
Arkansas
2000
2001
2002
2003
2004
2005
2006
2007
2008
2009
81.7
80.5
81
80.9
79.2
81.4
82.5
82.5
81.3
81.3
California
California
California
California
California
California
California
California
California
California
2000
2001
2002
2003
2004
2005
2006
2007
2008
2009
81.2
81
80.2
81.1
81.3
80.4
80.8
80.8
80.5
80.5
Colorado
Colorado
Colorado
Colorado
Colorado
Colorado
Colorado
Colorado
Colorado
Colorado
2000
2001
2002
2003
2004
2005
2006
2007
2008
2009
89.7
88.6
87.6
88.7
88.3
89.3
90
90
88.9
88.9
Connecticut
Connecticut
Connecticut
Connecticut
Connecticut
Connecticut
Connecticut
Connecticut
Connecticut
Connecticut
2000
2001
2002
2003
2004
2005
2006
2007
2008
2009
88.2
87.5
88
87.5
88.8
90
88.4
88.4
88.2
88.2
Delaware
Delaware
Delaware
Delaware
Delaware
Delaware
Delaware
2000
2001
2002
2003
2004
2005
2006
86.1
84.7
88.5
88.7
86.5
86.9
86
Delaware
Delaware
Delaware
2007
2008
2009
86
86.5
86.5
DC
DC
DC
DC
DC
DC
DC
DC
DC
DC
2000
2001
2002
2003
2004
2005
2006
2007
2008
2009
80.70303
81.278788
81.854545
82.430303
83.006061
83.581818
84.157576
84.733333
85.5
85.5
Florida
Florida
Florida
Florida
Florida
Florida
Florida
Florida
Florida
Florida
2000
2001
2002
2003
2004
2005
2006
2007
2008
2009
84
84.1
83.3
84.7
85.9
86.8
86.7
86.7
84.9
84.9
Georgia
Georgia
Georgia
Georgia
Georgia
Georgia
Georgia
Georgia
Georgia
Georgia
2000
2001
2002
2003
2004
2005
2006
2007
2008
2009
82.6
82.5
82.9
85.1
85.2
85.7
84.2
84.2
82.9
82.9
Hawaii
Hawaii
Hawaii
Hawaii
Hawaii
Hawaii
Hawaii
Hawaii
Hawaii
Hawaii
2000
2001
2002
2003
2004
2005
2006
2007
2008
2009
87.4
89.1
87.9
88.5
88
87.2
88.7
88.7
89.5
89.5
Idaho
Idaho
Idaho
Idaho
Idaho
Idaho
2000
2001
2002
2003
2004
2005
86.2
87.3
86.8
88.2
87.9
89.1
Idaho
Idaho
Idaho
Idaho
2006
2007
2008
2009
88.9
88.9
87.7
87.7
Illinois
Illinois
Illinois
Illinois
Illinois
Illinois
Illinois
Illinois
Illinois
Illinois
2000
2001
2002
2003
2004
2005
2006
2007
2008
2009
85.5
86.2
85.9
85.9
86.8
87.2
87.6
87.6
85.7
85.7
Indiana
Indiana
Indiana
Indiana
Indiana
Indiana
Indiana
Indiana
Indiana
Indiana
2000
2001
2002
2003
2004
2005
2006
2007
2008
2009
84.6
84.4
85.3
86.4
87.2
87.2
88.2
88.2
85.7
85.7
Iowa
Iowa
Iowa
Iowa
Iowa
Iowa
Iowa
Iowa
Iowa
Iowa
2000
2001
2002
2003
2004
2005
2006
2007
2008
2009
89.7
87.8
88.3
89.7
89.8
89.8
90.4
90.4
89.6
89.6
Kansas
Kansas
Kansas
Kansas
Kansas
Kansas
Kansas
Kansas
Kansas
Kansas
2000
2001
2002
2003
2004
2005
2006
2007
2008
2009
88.1
87.8
87.5
88.6
89.6
91.4
90.2
90.2
89
89
Kentucky
Kentucky
Kentucky
Kentucky
Kentucky
2000
2001
2002
2003
2004
78.7
79
80.8
82.8
81.8
Kentucky
Kentucky
Kentucky
Kentucky
Kentucky
2005
2006
2007
2008
2009
78.9
79.9
79.9
80.3
80.3
Louisiana
Louisiana
Louisiana
Louisiana
Louisiana
Louisiana
Louisiana
Louisiana
Louisiana
Louisiana
2000
2001
2002
2003
2004
2005
2006
2007
2008
2009
80.8
81
78.8
79.8
78.7
80.2
79.7
79.7
80.5
80.5
Maine
Maine
Maine
Maine
Maine
Maine
Maine
Maine
Maine
Maine
2000
2001
2002
2003
2004
2005
2006
2007
2008
2009
89.3
85.4
87.4
86.6
87.1
87.2
89.3
89.3
89.4
89.4
Maryland
Maryland
Maryland
Maryland
Maryland
Maryland
Maryland
Maryland
Maryland
Maryland
2000
2001
2002
2003
2004
2005
2006
2007
2008
2009
85.7
88.1
87.5
87.6
87.4
86.9
87.2
87.2
87.5
87.5
Massachusetts
Massachusetts
Massachusetts
Massachusetts
Massachusetts
Massachusetts
Massachusetts
Massachusetts
Massachusetts
Massachusetts
2000
2001
2002
2003
2004
2005
2006
2007
2008
2009
85.1
85.7
86.5
87.1
86.9
87.5
89.9
89.9
88.4
88.4
Michigan
Michigan
Michigan
Michigan
2000
2001
2002
2003
86.2
86.3
86.5
87.6
Michigan
Michigan
Michigan
Michigan
Michigan
Michigan
2004
2005
2006
2007
2008
2009
87.9
88.6
89.7
89.7
87.4
87.4
Minnesota
Minnesota
Minnesota
Minnesota
Minnesota
Minnesota
Minnesota
Minnesota
Minnesota
Minnesota
2000
2001
2002
2003
2004
2005
2006
2007
2008
2009
90.8
92.6
92.2
91.6
92.3
92.7
93
93
91.1
91.1
Mississippi
Mississippi
Mississippi
Mississippi
Mississippi
Mississippi
Mississippi
Mississippi
Mississippi
Mississippi
2000
2001
2002
2003
2004
2005
2006
2007
2008
2009
80.3
81.7
79.1
81.2
83
79.8
81.1
81.1
78.9
78.9
Missouri
Missouri
Missouri
Missouri
Missouri
Missouri
Missouri
Missouri
Missouri
Missouri
2000
2001
2002
2003
2004
2005
2006
2007
2008
2009
86.6
88.2
88.1
88.3
87.9
85.5
87.1
87.1
85.6
85.6
Montana
Montana
Montana
Montana
Montana
Montana
Montana
Montana
Montana
Montana
2000
2001
2002
2003
2004
2005
2006
2007
2008
2009
89.6
90.2
89.7
90.1
91.9
92.1
91.4
91.4
90.4
90.4
Nebraska
Nebraska
Nebraska
2000
2001
2002
90.4
89.7
89.8
Nebraska
Nebraska
Nebraska
Nebraska
Nebraska
Nebraska
Nebraska
2003
2004
2005
2006
2007
2008
2009
90.8
91.3
89.8
91
91
89.7
89.7
Nevada
Nevada
Nevada
Nevada
Nevada
Nevada
Nevada
Nevada
Nevada
Nevada
2000
2001
2002
2003
2004
2005
2006
2007
2008
2009
82.8
84.9
85.8
85.6
86.3
86.6
85.6
85.6
83.7
83.7
New Hampshire
New Hampshire
New Hampshire
New Hampshire
New Hampshire
New Hampshire
New Hampshire
New Hampshire
New Hampshire
New Hampshire
2000
2001
2002
2003
2004
2005
2006
2007
2008
2009
88.1
89.3
90.2
92.1
90.8
91.9
91.6
91.6
90.5
90.5
New Jersey
New Jersey
New Jersey
New Jersey
New Jersey
New Jersey
New Jersey
New Jersey
New Jersey
New Jersey
2000
2001
2002
2003
2004
2005
2006
2007
2008
2009
87.3
86.6
85.9
86.2
87.6
86.9
86.7
86.7
86.8
86.8
New Mexico
New Mexico
New Mexico
New Mexico
New Mexico
New Mexico
New Mexico
New Mexico
New Mexico
New Mexico
2000
2001
2002
2003
2004
2005
2006
2007
2008
2009
82.2
81.2
81.6
81.7
82.9
81.2
81.8
81.8
82.1
82.1
New York
New York
2000
2001
82.5
83.2
New York
New York
New York
New York
New York
New York
New York
New York
2002
2003
2004
2005
2006
2007
2008
2009
83.7
84.2
85.4
85.7
85.1
85.1
84.2
84.2
North Carolina
North Carolina
North Carolina
North Carolina
North Carolina
North Carolina
North Carolina
North Carolina
North Carolina
North Carolina
2000
2001
2002
2003
2004
2005
2006
2007
2008
2009
79.2
80
80.1
81.4
80.9
84
84.2
84.2
83
83
North Dakota
North Dakota
North Dakota
North Dakota
North Dakota
North Dakota
North Dakota
North Dakota
North Dakota
North Dakota
2000
2001
2002
2003
2004
2005
2006
2007
2008
2009
85.5
87
89
89.7
89.5
90
88.7
88.7
88.7
88.7
Ohio
Ohio
Ohio
Ohio
Ohio
Ohio
Ohio
Ohio
Ohio
Ohio
2000
2001
2002
2003
2004
2005
2006
2007
2008
2009
87
88.2
87.3
87.2
88.1
87.9
88.1
88.1
86.8
86.8
Oklahoma
Oklahoma
Oklahoma
Oklahoma
Oklahoma
Oklahoma
Oklahoma
Oklahoma
Oklahoma
Oklahoma
2000
2001
2002
2003
2004
2005
2006
2007
2008
2009
86.1
85.8
85.1
85.7
85.2
85.2
87.5
87.5
84.8
84.8
Oregon
2000
88.1
Oregon
Oregon
Oregon
Oregon
Oregon
Oregon
Oregon
Oregon
Oregon
2001
2002
2003
2004
2005
2006
2007
2008
2009
86.6
87.7
86.9
87.4
88.6
89.7
89.7
88.3
88.3
Pennsylvania
Pennsylvania
Pennsylvania
Pennsylvania
Pennsylvania
Pennsylvania
Pennsylvania
Pennsylvania
Pennsylvania
Pennsylvania
2000
2001
2002
2003
2004
2005
2006
2007
2008
2009
85.7
85.9
86.1
86
86.5
86.3
87.5
87.5
86.9
86.9
Rhode Island
Rhode Island
Rhode Island
Rhode Island
Rhode Island
Rhode Island
Rhode Island
Rhode Island
Rhode Island
Rhode Island
2000
2001
2002
2003
2004
2005
2006
2007
2008
2009
81.3
78.7
80.1
81
81.1
83.9
84
84
83.4
83.4
South Carolina
South Carolina
South Carolina
South Carolina
South Carolina
South Carolina
South Carolina
South Carolina
South Carolina
South Carolina
2000
2001
2002
2003
2004
2005
2006
2007
2008
2009
83
81.9
80.2
80.8
83.6
83
83.1
83.1
82.2
82.2
South Dakota
South Dakota
South Dakota
South Dakota
South Dakota
South Dakota
South Dakota
South Dakota
South Dakota
South Dakota
2000
2001
2002
2003
2004
2005
2006
2007
2008
2009
91.8
87.7
89.2
88.7
87.5
88.4
89.9
89.9
88.8
88.8
Tennessee
Tennessee
Tennessee
Tennessee
Tennessee
Tennessee
Tennessee
Tennessee
Tennessee
Tennessee
2000
2001
2002
2003
2004
2005
2006
2007
2008
2009
79.9
78.1
80.1
81
82.9
81.8
80.7
80.7
81.8
81.8
Texas
Texas
Texas
Texas
Texas
Texas
Texas
Texas
Texas
Texas
2000
2001
2002
2003
2004
2005
2006
2007
2008
2009
79.2
78.4
78.1
77.2
78.3
78.2
78.7
78.7
79.3
79.3
Utah
Utah
Utah
Utah
Utah
Utah
Utah
Utah
Utah
2000
2001
2002
2003
2004
2005
2006
2007
2008
90.7
90
91
89.4
91
92.5
91.2
91.2
90.4
Utah
2009
90.4
Vermont
Vermont
Vermont
Vermont
Vermont
Vermont
Vermont
Vermont
Vermont
Vermont
2000
2001
2002
2003
2004
2005
2006
2007
2008
2009
90
86.8
87.4
88.9
90.8
90
91
91
90.1
90.1
Virginia
Virginia
Virginia
Virginia
Virginia
Virginia
Virginia
Virginia
Virginia
Virginia
2000
2001
2002
2003
2004
2005
2006
2007
2008
2009
86.6
84.6
86.7
87.8
88.4
86
86.5
86.5
85.8
85.8
Washington
Washington
Washington
Washington
Washington
Washington
Washington
Washington
Washington
Washington
2000
2001
2002
2003
2004
2005
2006
2007
2008
2009
91.8
89.9
90.4
89.1
89.7
91.5
91.1
91.1
89.4
89.4
West Virginia
West Virginia
West Virginia
West Virginia
West Virginia
West Virginia
West Virginia
West Virginia
West Virginia
West Virginia
2000
2001
2002
2003
2004
2005
2006
2007
2008
2009
77.1
79.5
78.5
78.7
80.9
82.5
81.5
81.5
81.6
81.6
Wisconsin
Wisconsin
Wisconsin
Wisconsin
Wisconsin
Wisconsin
Wisconsin
Wisconsin
2000
2001
2002
2003
2004
2005
2006
2007
86.7
87
86.8
88.6
88.8
90.4
91.1
91.1
Wisconsin
Wisconsin
2008
2009
89
89
Wyoming
Wyoming
Wyoming
Wyoming
Wyoming
Wyoming
Wyoming
Wyoming
Wyoming
Wyoming
2000
2001
2002
2003
2004
2005
2006
2007
2008
2009
90
90.2
91.6
90.9
91.9
90.9
91.1
91.1
91.1
91.1
SAGDP2N Gross domestic product (GDP) by state 1/
Gross domestic product (GDP) by state: All industry total (Millions of current dollars)
Bureau of Economic Analysis
State or DC
GeoFips
GeoName
01000
Alabama
02000
Alaska
04000
Arizona
05000
Arkansas
06000
California
08000
Colorado
09000
Connecticut
10000
Delaware
11000
District of Columbia
12000
Florida
13000
Georgia
15000
Hawaii
16000
Idaho
17000
Illinois
18000
Indiana
19000
Iowa
20000
Kansas
21000
Kentucky
22000
Louisiana
23000
Maine
24000
Maryland
25000
Massachusetts
26000
Michigan
27000
Minnesota
28000
Mississippi
29000
Missouri
30000
Montana
31000
Nebraska
32000
Nevada
33000
New Hampshire
34000
New Jersey
35000
New Mexico
36000
New York
37000
North Carolina
38000
North Dakota
39000
Ohio
40000
Oklahoma
41000
Oregon
42000
Pennsylvania
44000
Rhode Island
2000
2001
2002
2003
2004
2005
119851.7 122915.5
127505 134152.6 147715.2 158846.8
26806.6
28494.1
29756.8
32037.9
35302.4
40356.6
165110.7 171909.6 180522.3 193634.9 206541.1 227915.9
68678.5
70616.7
74113.9
78695.1
85199.6
90887.7
1356975.4 1375761.3 1418429.6 1497918.7 1588177.4 1698560.4
180063.2 186695.8
190019 196126.5 204167.2 220783.7
165614.3 171216.6 173248.3 178702.2 195354.9 205214.6
43451.3
46096.1
45508.3
47686.1
51353.7
52153.5
61092.9
65442.9
69919.5
73957.1
80140.1
84867.6
490429.8 519058.6 553010.3 590483.1 646630.6 705851.9
305572 317475.5 327051.3 342576.2
364782 389537.7
41096.8
42585.4
44644.2
48166.1
52353.5
57369.4
38083.1
37489
38673.2
40490.6
44327.9
48642.8
487014.6 501552.8 514361.1 533022.5 563060.8 589811.8
203801.1 205470.9 212837.8 225442.7 239743.6 248170.5
93112
94837.8
98557 105123.3 117188.5 123190.9
86099
88883.6
91584.2
95359.9
99083 105526.3
114169.2 117647.9 122435.3 127982.2 135529.3 145011.1
132640.8 137901.2 139800.9 155092.4 171006.1 199594.7
36890.3
38605.7
40466.2
42315.2
45210
47078.5
192021.4
205981 217837.1 228959.3 245124.5
262100
288791 296868.7 301836.4 311188.6 326737.1 341993.2
352152.4 349885.8 363660.8 374174.2 385621.1 400268.9
191515 196006.1 203713.8 215721.8 231267.1 245380.5
65673.1
67174
69259.9
73961.9
77998
82448.5
186650 190657.1 197557.7 205588.5 217084.2 227971.3
21876.7
22847.6
23942.1
25714.9
28160.5
30875.8
56527.5
59607.2
61417.3
66402.1
70469.2
74564.5
76833.1
80429.2
85008.7
90633.6
103231 116166.2
45342
46817.5
49059.9
51637.6
54918.2
56952.6
361005.4
373698 386132.5 400984.7 414848.6 435736.7
55105
55789.7
57808.3
62651.1
69956.6
73911.4
841181.3 878346.5 890258.1 912474.6 967151.9 1016037.5
278008.5 288069.5 297846.4 310388.9 329878.9 355469.7
18100.1
18889.1
20194.7
22061.1
23259
24700
392277.2 396944.5 411034.5 423780.2 446225.3 468891.6
91093.9
97059.6
99479.2 105713.5 113873.8 125081.6
117154.6 116963.6 120665.5 126671.5 135646.8 143507.8
409159.9 427108.6 440971.7 460270.6 487306.1 511731.4
34466.8
35862.8
37809.2
39638
42363.9
44374.1
45000
46000
47000
48000
49000
50000
51000
53000
54000
55000
56000
South Carolina
South Dakota
Tennessee
Texas
Utah
Vermont
Virginia
Washington
West Virginia
Wisconsin
Wyoming
115320.6
22743.3
182247.2
738677
70295.9
18341.1
268470.9
237378.2
42495.6
180427.3
17152.5
119478.1
23412.1
186441.3
773375.5
73057.6
19323.2
285635.9
238418.6
43973.3
188163.1
18708.3
124863.9
26322.1
195764.3
789817.6
75796.9
20273
295355.7
245978.5
45580.8
194658.8
19165.6
131566.5
27216.1
205126.4
833342.3
78945.4
21293.2
311665.7
255370.2
47039.9
203339.2
21193.6
136982
29271.3
219327.9
913444.4
86081.9
22938.2
332115.1
268378.3
49741.4
215537.1
23429.4
145403.6
30997.4
231633.5
995252.4
95355.1
23608.6
358069.7
293676
53492.5
227297
27576.3
Legend / Footnotes:
1/ Gross Domestic Product (GDP) is in millions of current dollars (not adjusted for inflation). Industry detail is based on the 201
Last updated: September 30, 2022– revised statistics 2017-2021.
s)
2006
2007
2008
2009
2010
2011
2012
2013
166469 172975.2 174526.3 170930.9 177249.2 183916.6 189245.5 194786.9
45094.1
49583.7
55122.5
49957.8
53331.6
56896.3
58283.6
57247.7
245957
261392
262926 246424.3
251153 260915.7
271440 278591.6
95875.1
98381.6
99706.8
97508.1 101486.5 105768.1 108492.1 113227.3
1812210
1898902 1944695.3 1890165.9 1954092.7
2023500 2113096.4 2220389.9
232646.7 248446.5 258871.7 251227.7 258300.2 267516.1 276823.1 292140.5
219768.4 234540.7 238936.8 233290.7
234700 233158.7 240911.9 241517.4
55174.4
56612.8
55459.8
57849.7
58163.5
61372.2
62354.6
61716.2
88125
93785.4
99496.5
100446 106146.9 109730.4
112157 114540.1
750523.8 782712.5 763341.5
735421 746928.9
755240
778545 811751.7
406015.6 419606.3 416377.6 409590.8 418091.3 431653.9 447764.7 464752.8
60846.5
64163.6
65678.2
64549.7
66872.9
69083.9
71905.3
74554.9
51125.8
53934.5
56200.8
54064.1
55587.6
56941.1
58323.9
61835.8
624242.9 650145.2 654657.5 649862.7 666404.8 692880.8 726399.1 741121.5
259602.8 273509.5 275538.7 263326.8 282562.2 291356.1 300513.9 312138.5
127896.3 137930.2 137548.5 136894.6 142233.9 148477.6 158538.4 162200.3
114091.9 123878.7 128604.3 125348.9 128591.3 136358.9 141818.2 144483.2
153408.4 157163.7 159883.8 157479.8 166408.7 171586.9 178143.7 184524.4
207773.8
203041 212392.4 204906.9 225308.9
229945 235384.7 230832.5
49045.4
50459.3
50713.2
51123.8
52256.2
52575.5
53679.7
54470.1
274145.3 282965.6 295400.2 299102.7 314728.3 326281.2 332523.5 340577.6
359270 378519.1 390778.4 390504.8 411136.1
425523 442916.9 454321.2
401869 409615.4 390420.9 368733.8
390043 404554.7 422691.2 437274.4
252295.9 262063.1 267420.6 262088.9 274231.3 287039.3 298328.3 311126.4
87099.5
91191.4
94514.5
91792.2
93943.1
96218 100448.4
102371
236386 244331.3 254045.8 253317.7 259816.1 262067.1 271535.1
280571
33166.1
36233.2
37224.9
36187.8
38336.1
40995.1
42340.9
43687.9
78813.8
83834.8
85628
86870.4
91561.5
99921.1 102725.9 107260.7
125848.3 131620.9 130609.5 122127.1 124669.4 127677.9 129312.9 132086.4
60017
61782.1
61700.2
62522.9
64843.6
66153.2
68498.1
70476.2
457593.1 474867.9 496227.2 482458.9 492762.4 495965.8 517195.9 534177.8
77610.4
80799.8
84688.4
82461.5
84611.5
87062.8
87925.2
88756.9
1075154.6 1119381.5
1116591 1160081.3 1223529.7 1247605.8 1328233.5
1365529
387525 401490.9 418793.4 411155.8 420027.6 431722.7 445095.3 462268.9
26500.7
29075.4
31874.4
32226
35676.2
41587.7
51832.6
54271
482738.1 497761.5 496919.4 482281.1 500515.3 528189.9 545740.1 566532.4
137436.5 145752.1 160763.7
146633 154287.4 166235.8 174874.4 182694.7
153593.1 159585.2 164925.4 159607.3 164137.2 170630.9
174611 179527.7
531274.1 565831.8 588024.6 582144.8 604736.8 624819.7 647925.9 668569.1
47204.4
47340.8
47277.5
47702.2
49468.3
50206.1
51583
53034.1
153647.7 162746.3 163886.2 161813.5
165860 172075.1 177618.1 185009.1
32364.5
35073
36603
36432.9
37852.5
41892.1
43901.5
45361
243583.9 248692.4
254242 252332.8
257776 269814.2 286341.5 295862.7
1103197.6 1191093.1 1244294.9 1169607.7 1245959.4 1341334.4 1421180.1 1515195.6
106537.3 114813.4 117178.9 113985.4 118669.8
125565 129512.5 135450.4
24331.5
24797.7
25999.3
26099.2
27406.6
28418.7
29241.3
29289.6
376235.7 391699.8 404634.9 410967.4 426992.4 435180.3 445973.6 457640.5
314265.2 342024.2 354794.1
351245 365497.8 379574.9 400530.6 419092.4
57010
59273.5
62694.8
63600.7
65998.7
69234.1
70322.2
71481.5
237569.3 245839.5 246814.5
247210 256432.9 266364.4 277107.1 284270.9
32740.3
36950.8
42819.3
36252
37680.7
39751.4
38855.4
39289.8
try detail is based on the 2012 North American Industry Classification System (NAICS). Calculations are performed on unrounded data.
2014
2015
2016
2017
2018
2019
2020
197406.9 202372.4 207368.4 214606.3 223859.3 231561.9 230892.1
56484.9
51490.9
50727.7
53301.5
54899.6
54728.2
50475.2
287666.6 299393.3 313081.4 332001.8 351879.5 372393.5 382072.3
116139.4 117786.8 119152.4 122466.7 127535.7 131578.3 133969.1
2335286.5 2473555.9
2569634 2728743.1 2897200.7 3042694.1 3020173.4
309542.6 320721.1 329911.7 349156.5 372212.1 394534.7 391263.3
246597 259487.8 263670.3 271443.2
279923 288536.3 276223.3
68354.7
71913.9
69355
68302.5
72168.3
76923.7
75818.6
119414.6 124604.7 129648.6 133243.5 139722.5 143990.8
144720
851692.4 908519.9 953352.5
1003144 1057255.4 1111392.2 1116726.8
490079.3 521008.2 547546.7 573777.2 602366.4 637992.5 625425.7
76773.3
81230.3
83914.4
87217.4
90330.8
91912.7
82535.5
64575.2
65899.9
68837.4
71730.3
77395.4
82847.2
85927.8
771356.1 799930.5 807043.2 824913.4
865661 889540.1 856942.9
327958.3 331945.7 340500.7
352601 373196.8 381132.3 373781.6
173095.9 180299.3 181011.4 184561.3 191516.6 195708.7 196982.9
150183.6 154958.2
160451 165182.5
172343 176564.4 177580.9
187983.8 193413.1 196484.9 201872.2 208558.6 218494.7 216865.6
240737.3 235113.5 227090.7 241213.4 256677.8 255481.9 232527.8
56410.8
58131.3
60254.4
62253.6
65477.1
68690.4
70740
352761.3 369728.1 387733.4
400157 410812.2 420371.3
410931
470468.5 498851.3 514637.6
531008 563054.3 589904.3 585150.3
451773.2 474983.3
490264 502130.4 520245.1
532217 520105.3
324751.4 335530.2 344060.8 353664.9 372011.3 383956.6 376814.4
104300.3 105914.6 107291.4 109600.8 112201.7 114234.4 115123.4
287507.5 296929.3 300914.5 308002.3 318153.5 332485.8 330249.9
45177.2
46604.1
45490.9
48533.9
50916.9
51925.4
52355.8
111945.9 116514.6 118145.9 121726.6 127015.5 131866.9 134580.8
136008.7 145115.9 151840.4 160653.1 170257.6 182186.3 172562.6
72995.2
76478
79090.1
80598
83869.8
87338.2
88337.7
542842.8 563233.8
575501
587421 614106.5 637630.4 620085.9
92185.7
90274.3
89769.4
92273.6
97268 102027.5
98790
1430923.3 1487627.6 1551354.1 1604649.9 1697661.4
1787666 1740804.7
483191.3 508928.7 526029.8 548522.1 567836.2
594521 598915.9
59926.3
55996.9
51989.2
55394.7
59248.7
59199.2
54422.9
595640.9 611019.5 623265.3 645636.8 667115.6 697166.8 684382.5
196631.6 186815.6 181244.4
190553 202712.5 204192.5 190063.6
188120.7 200659.6 211305.9 222601.6 237113.7 247233.1 247966.7
694142.6 714202.9 726561.9
746441 773977.4 799888.8 771613.2
54559.7
56390.8
57353.5
58085
59290.8
61642.8
60770.6
194352.7 205816.7 215120.2 223266.7 233251.4 245987.2 245359.5
46785.4
48070.2
49151.4
50232.5
52299.3
54001.3
55681.2
306153.1
325294 336413.9 350838.7 363055.5 380128.5 379007.1
1579299.5 1573498.4 1579014.9 1673234.3 1809396.7 1858757.8 1789933.4
142150.1 149153.4 157827.3 168649.9 184457.5 196538.9 202133.4
30099.4
30933.3
31661.2
32266.1
33066.8
34230.8
34018.6
465181.8 483786.5 496021.1 511114.9 532906.5 557764.4 556992.6
440648 466689.7 487275.1 519409.6 564313.9 595231.8 612969.1
72648.2
71318.5
70924.4
74820.1
79192.9
79325.6
76547.9
295696 307507.9 314073.3 318310.4 332498.6 345236.4 340591.1
40310.6
38426.9
35879
36980.7
39171.7
39428
36330.4
performed on unrounded data.
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