Reliability of State and Area estimates

The Current Employment Statistics (CES) survey, like other sample surveys, is subject to two types of error—sampling and nonsampling. The magnitude of sampling error, or variance, is directly related to the size of the sample and the percentage of universe coverage achieved by the sample. Measurements of error associated with sample estimates for Statewide industries are provided below in Table 1 and for total non-farm at the area level in Table 2.

Estimates for states and areas are produced using two methods. The majority of state and area estimates are produced using direct sample based estimation. However, published area and industry combinations (domains) that do not have a large enough sample to support estimation using only sample responses have been estimated using a small domain model.

Variance of the CES estimates. The sampling errors provided in this technical note are based on Generalized Variance Functions (GVFs).The Generalized Variance Function (GVF) connects the variance of an estimator to a set of variables the variance depends on, such as, the size of employment, the number of respondents, and the fraction of the population represented by the sample. Variances estimated directly from the sample may be unstable, especially in smaller domains. A model-based GVF is a way to stabilize direct estimates of variances.

The parameters of the model used for GVF are estimated by fitting the model to a set of direct replication-based variances obtained from the Repeatedly Grouped Balanced Half Samples (RGBHS) procedure. RGBHS is a modification of the Balanced Half Samples (BHS) technique used for the National estimates (see the Variance Estimation section in Chapter 2 of the Handbook of Methods). This modified technique involves the repeated calculation of BHS estimates R times. After each calculation, the sample units are randomly assigned to two groups in order to produce new BHS estimates. More information on the Generalized Variance Function can be found at https://www.bls.gov/osmr/pdf/st130050.pdf.

Under normal circumstances, where the average response rates are met and there are no reporting anomalies, the sampling errors represent a good indication of the magnitude of error in the estimates from sampling only. They do not represent components of error in the estimates that are due to reasons other than sampling; nonsampling error is captured in the benchmark revision.

The CES State and Area benchmark revision. To help control both sampling and nonsampling error, CES estimates are benchmarked annually to universe employment counts. These counts are derived primarily from employment data reported on unemployment insurance (UI) tax reports that nearly all employers are required to file with state employment security agencies. Benchmark levels replace the original sample-based estimates usually from April of the previous benchmark year to September of the current benchmark year for each month.

Once the new September level for the current benchmark level is made, the appropriate sample links are applied to the new level, and the estimates are recalculated from October forward. These sample links capture the over-the-month change of sample estimates, and are calculated by dividing employment reported by survey respondents for that month by employment reported by those same respondents for the previous month. The links used during the benchmark process may differ slightly from those used to derive original estimates, because they include data from respondents who reported too late for inclusion in the previously published estimates.

Appropriate uses of sampling variances in CES. Variance statistics are useful for comparison purposes, but they do have some limitations. Variances reflect the error component of the estimates that is due to surveying only a subset of the population, rather than conducting a complete count of the entire population. However, they do not reflect nonsampling errors, such as reporting errors, bias due to nonresponse, or the model error for series denoted as model-based. The overall performance of the all-employee estimates is still measured in terms of the benchmark revisions. Benchmark revisions are discussed in the last section of this technical note. For other data types published by the CES program, average hourly earnings and average weekly hours, variances are the best measure of accuracy. The variances of the over-the-month change estimates are very useful in determining when changes are significant at some level of confidence.

Illustration of the use of standard error tables. Tables 1 and 2 provide a reference for standard errors of CES State and area employment estimates. The standard errors of differences between estimates in 2 non-overlapping industries are calculated as

The errors are presented as standard errors.

Table 1 provides a reference for the standard errors of 1-, 3-, and 12-month changes in employment for NAICS supersectors by state. The errors are presented as standard errors of the changes.

Table 2 provides a reference for standard errors of CES area employment estimates for the total non-farm industry. For all states and areas, the total non-farm series is not estimated directly but is rather a sum of multiple detailed industries. The stratification of these industries varies across areas depending on the size and sample composition of each area. The column marked ‘Sample Based %’ is calculated using total private employment due to sampling differences in all government series.

Example:

Suppose that the over-the-month change in manufacturing employment from January to February in a given state is 1,500. The table indicates that the standard error for a 1-month change in employment for manufacturing is 1,200. The interval estimate of the over-the-month change in employment that will include the true over-the-month change with 90-percent confidence is calculated:

1,500 +/- 1.645(1,200) = 1,500 +/- 1,974 = [-474, 3,474]

The true value of the over-the-month change is in the interval -474 to 3,474. Because this interval includes 0 (no change), the change of 1,500 shown is not significant at the 90-percent confidence level. Alternatively, the estimated change of 1,500 does not exceed 1,974 (1.645 x 1,200); therefore, one could conclude from these data that the change is not significant at the 90-percent confidence level.

Table 1. Standard errors associated with 1-, 3-, and 12-month changes in employment for NAICS supersectors, by State
State Industry Title Industry
Code
Standard Error
1-Month Change
Standard Error
3-Month Change
Standard Error
12-Month Change

Alabama

Total Nonfarm000000004322706012403

Alabama

Total Private050000004012654111401

Alabama

Goods Producing06000000163427295127

Alabama

Private Service Providing080000003664594510184

Alabama

Mining and Logging10000000(1)2614811031

Alabama

Mining, Logging, and Construction15000000113218833419

Alabama

Construction20000000110118213260

Alabama

Manufacturing30000000117919753820

Alabama

Durable Goods3100000080713462805

Alabama

Non-Durable Goods3200000086014452593

Alabama

Alabama

Alabama

Alabama

Transportation and Utilities4300000092015522890

Alabama

Information500000004207101466

Alabama

Financial Activities5500000066811242302

Alabama

Alabama

Professional, Scientific, and Technical Services6054000089314922691

Alabama

Management of Companies and Enterprises60550000158280575

Alabama

Administrative and Support and Waste Management and Remediation Services60560000149724454149

Alabama

Education and health services65000000154925283809

Alabama

Educational Services65610000(1)117720072667

Alabama

Health Care and Social Assistance65620000100715372720

Alabama

Leisure and Hospitality70000000174127884848

Alabama

Arts, Entertainment, and Recreation7071000085714952517

Alabama

Accommodation and Food Services70720000151523534143

Alabama

Other Services80000000137120873292

Total Nonfarm00000000132421913973

Total Private05000000100916702997

Goods Producing060000004838401652

Private Service Providing0800000088614432500

Mining and Logging10000000(1)3135761236

Mining, Logging, and Construction150000004367651529

Construction20000000304503900

Manufacturing30000000207347626

Durable Goods31000000(1)3965136

Non-Durable Goods32000000203341611

Transportation and Utilities430000003315591041

Information5000000065109225

Financial Activities55000000119201411

Professional, Scientific, and Technical Services60540000205343619

Management of Companies and Enterprises605500003664131

Administrative and Support and Waste Management and Remediation Services60560000258421715

Education and health services65000000361584901

Educational Services65610000(1)255434577

Health Care and Social Assistance65620000256391692

Leisure and Hospitality700000004937961405

Arts, Entertainment, and Recreation70710000282492829

Accommodation and Food Services707200004196511146

Other Services80000000243370583

Arizona

Total Nonfarm000000005914971517027

Arizona

Total Private050000005417888815425

Arizona

Goods Producing06000000206434446353

Arizona

Private Service Providing080000005008819414056

Arizona

Mining and Logging10000000(1)4428161750

Arizona

Mining, Logging, and Construction15000000181230195489

Arizona

Construction20000000175729075203

Arizona

Manufacturing3000000098916563197

Arizona

Durable Goods3100000066711132319

Arizona

Non-Durable Goods3200000073012262201

Arizona

Arizona

Arizona

Arizona

Transportation and Utilities43000000107318103371

Arizona

Information5000000085314422976

Arizona

Financial Activities55000000100916983475

Arizona

Arizona

Professional, Scientific, and Technical Services60540000124620813755

Arizona

Management of Companies and Enterprises605500002905131054

Arizona

Administrative and Support and Waste Management and Remediation Services60560000239739166645

Arizona

Education and health services65000000225137035456

Arizona

Educational Services65610000182331074130

Arizona

Health Care and Social Assistance65620000132020153565

Arizona

Leisure and Hospitality70000000230537156444

Arizona

Arts, Entertainment, and Recreation70710000124721763663

Arizona

Accommodation and Food Services70720000193830115302

Arizona

Other Services80000000129019643099

Arkansas

Total Nonfarm00000000308050168932

Arkansas

Total Private05000000295148008522

Arkansas

Goods Producing06000000134422434221

Arkansas

Private Service Providing08000000262742447403

Arkansas

Mining and Logging10000000(1)154284610

Arkansas

Mining, Logging, and Construction1500000088714752661

Arkansas

Construction2000000087414472590

Arkansas

Manufacturing30000000100916903276

Arkansas

Durable Goods3100000070011672433

Arkansas

Non-Durable Goods3200000072712222194

Arkansas

Arkansas

Arkansas

Arkansas

Transportation and Utilities4300000070911972228

Arkansas

Information50000000183309638

Arkansas

Financial Activities550000004808081653

Arkansas

Arkansas

Professional, Scientific, and Technical Services605400005819701751

Arkansas

Management of Companies and Enterprises60550000180318653

Arkansas

Administrative and Support and Waste Management and Remediation Services6056000096015682661

Arkansas

Education and health services65000000119618853103

Arkansas

Educational Services65610000(1)61310451389

Arkansas

Health Care and Social Assistance65620000102715692775

Arkansas

Leisure and Hospitality70000000121319593458

Arkansas

Arts, Entertainment, and Recreation707100004878491429

Arkansas

Accommodation and Food Services70720000108616882973

Arkansas

Other Services8000000096514702319

California

Total Nonfarm00000000186293068054110

California

Total Private05000000180352969452217

California

Goods Producing0600000060851012118664

California

Private Service Providing08000000169772791548768

California

Mining and Logging10000000(1)4698641854

California

Mining, Logging, and Construction150000004871806714475

California

Construction200000004848802114356

California

Manufacturing300000003648611211781

California

Durable Goods31000000243340598459

California

Non-Durable Goods32000000271845698200

California

California

California

California

Transportation and Utilities430000005044851315850

California

Information500000004825815416826

California

Financial Activities55000000284447879801

California

California

Professional, Scientific, and Technical Services605400004192700512638

California

Management of Companies and Enterprises6055000087015373156

California

Administrative and Support and Waste Management and Remediation Services6056000074981225020787

California

Education and health services6500000073351197518026

California

Educational Services656100005592953212668

California

Health Care and Social Assistance656200004747724812824

California

Leisure and Hospitality7000000072331179620369

California

Arts, Entertainment, and Recreation707100004520788713279

California

Accommodation and Food Services707200005647877215445

California

Other Services80000000385658709262

Total Nonfarm000000005662925716405

Total Private050000005477894715813

Goods Producing06000000220336916859

Private Service Providing080000005014815014248

Mining and Logging10000000(1)65312042583

Mining, Logging, and Construction15000000201533756207

Construction20000000190631535644

Manufacturing3000000089214952919

Durable Goods3100000065110872265

Non-Durable Goods3200000061010261842

Transportation and Utilities43000000106618003351

Information5000000097116403385

Financial Activities55000000109718473780

Professional, Scientific, and Technical Services60540000151525324568

Management of Companies and Enterprises605500003395981229

Administrative and Support and Waste Management and Remediation Services60560000199332575526

Education and health services65000000206333075220

Educational Services65610000132822643008

Health Care and Social Assistance65620000157924114266

Leisure and Hospitality70000000239238626694

Arts, Entertainment, and Recreation70710000132523133893

Accommodation and Food Services70720000199130935445

Other Services80000000168225624042

Connecticut

Total Nonfarm000000004137681711808

Connecticut

Total Private050000003834631310818

Connecticut

Goods Producing06000000140623424382

Connecticut

Private Service Providing08000000356758629891

Connecticut

Mining and Logging10000000(1)173269

Connecticut

Mining, Logging, and Construction1500000093415452767

Connecticut

Construction2000000093415452766

Connecticut

Manufacturing30000000105017603397

Connecticut

Durable Goods3100000070911832465

Connecticut

Non-Durable Goods32000000(1)77513032338

Connecticut

Connecticut

Connecticut

Connecticut

Transportation and Utilities4300000066511222089

Connecticut

Information500000004888251701

Connecticut

Financial Activities5500000085814442957

Connecticut

Connecticut

Professional, Scientific, and Technical Services6054000095816002887

Connecticut

Management of Companies and Enterprises60550000218386792

Connecticut

Administrative and Support and Waste Management and Remediation Services60560000125620513481

Connecticut

Education and health services65000000190631724530

Connecticut

Educational Services65610000166528383772

Connecticut

Health Care and Social Assistance6562000092814172508

Connecticut

Leisure and Hospitality70000000161226194529

Connecticut

Arts, Entertainment, and Recreation7071000096816892844

Connecticut

Accommodation and Food Services70720000128920023525

Connecticut

Other Services80000000100615312416

Delaware

Total Nonfarm00000000155425404428

Delaware

Total Private05000000146823964148

Delaware

Goods Producing060000004537571378

Delaware

Private Service Providing08000000139722733912

Delaware

Mining, Logging, and Construction150000003916531181

Delaware

Manufacturing30000000228383710

Delaware

Durable Goods31000000(1)98164342

Delaware

Non-Durable Goods32000000(1)206346622

Delaware

Delaware

Delaware

Delaware

Transportation and Utilities430000003475861091

Delaware

Information5000000083140289

Delaware

Financial Activities550000003435771182

Delaware

Delaware

Professional, Scientific, and Technical Services605400003716211120

Delaware

Management of Companies and Enterprises60550000148262539

Delaware

Administrative and Support and Waste Management and Remediation Services605600005949711647

Delaware

Education and health services650000006009771477

Delaware

Educational Services65610000(1)4517691022

Delaware

Health Care and Social Assistance656200003956031066

Delaware

Leisure and Hospitality7000000064610421839

Delaware

Arts, Entertainment, and Recreation707100003986951170

Delaware

Accommodation and Food Services707200005829031591

Delaware

Other Services800000004266481022

District of Columbia

Total Nonfarm00000000289847767626

District of Columbia

Total Private05000000272144826997

District of Columbia

Goods Producing060000003816351150

District of Columbia

Private Service Providing08000000269444376902

District of Columbia

Mining, Logging, and Construction15000000(1)3806341147

District of Columbia

Manufacturing30000000254283

District of Columbia

District of Columbia

District of Columbia

District of Columbia

Transportation and Utilities4300000082139259

District of Columbia

Information500000002954991030

District of Columbia

Financial Activities550000003375671161

District of Columbia

District of Columbia

Professional, Scientific, and Technical Services60540000107818023251

District of Columbia

Administrative and Support and Waste Management and Remediation Services6056000080413142229

District of Columbia

Education and health services65000000180230584127

District of Columbia

Educational Services65610000175729963982

District of Columbia

Health Care and Social Assistance656200004026131085

District of Columbia

Leisure and Hospitality7000000096115512738

District of Columbia

Arts, Entertainment, and Recreation707100004467781310

District of Columbia

Accommodation and Food Services7072000086713472372

District of Columbia

Other Services8000000096814732324

Florida

Total Nonfarm00000000124332038835476

Florida

Total Private05000000122532008734892

Florida

Goods Producing060000004333718913105

Florida

Private Service Providing08000000114611875632337

Florida

Mining and Logging10000000(1)154284608

Florida

Mining, Logging, and Construction150000003865639611454

Florida

Construction200000003862639011438

Florida

Manufacturing30000000195932816367

Florida

Durable Goods31000000137022864765

Florida

Non-Durable Goods32000000140023534223

Florida

Florida

Florida

Florida

Transportation and Utilities43000000264444638309

Florida

Information50000000182230796355

Florida

Financial Activities55000000221437267627

Florida

Florida

Professional, Scientific, and Technical Services60540000260043447837

Florida

Management of Companies and Enterprises6055000057210112075

Florida

Administrative and Support and Waste Management and Remediation Services605600005502898915254

Florida

Education and health services650000004569746911204

Florida

Educational Services65610000352160017976

Florida

Health Care and Social Assistance65620000291244477868

Florida

Leisure and Hospitality700000005687923815975

Florida

Arts, Entertainment, and Recreation70710000340259369994

Florida

Accommodation and Food Services707200004557707912463

Florida

Other Services80000000299345577189

Georgia

Total Nonfarm0000000076331252122190

Georgia

Total Private0500000069041130519861

Georgia

Goods Producing06000000252442037791

Georgia

Private Service Providing0800000064261049418269

Georgia

Mining and Logging10000000(1)225415890

Georgia

Mining, Logging, and Construction15000000189831475654

Georgia

Construction20000000188531205584

Georgia

Manufacturing30000000166327855359

Georgia

Durable Goods31000000109318233799

Georgia

Non-Durable Goods32000000125321063780

Georgia

Georgia

Georgia

Georgia

Transportation and Utilities43000000162627455111

Georgia

Information50000000121020454221

Georgia

Financial Activities55000000138923384786

Georgia

Georgia

Professional, Scientific, and Technical Services60540000166827885029

Georgia

Management of Companies and Enterprises605500004187391517

Georgia

Administrative and Support and Waste Management and Remediation Services60560000290947538065

Georgia

Education and health services65000000241739705879

Georgia

Educational Services65610000193032904373

Georgia

Health Care and Social Assistance65620000145522213930

Georgia

Leisure and Hospitality70000000296247538260

Georgia

Arts, Entertainment, and Recreation70710000149426074389

Georgia

Accommodation and Food Services70720000255839746997

Georgia

Other Services80000000192929364633

Hawaii

Total Nonfarm00000000226336966419

Hawaii

Total Private05000000210034235884

Hawaii

Goods Producing0600000068911512083

Hawaii

Private Service Providing08000000198332235503

Hawaii

Mining, Logging, and Construction1500000065410911975

Hawaii

Manufacturing30000000218366661

Hawaii

Durable Goods310000004575157

Hawaii

Non-Durable Goods32000000213358642

Hawaii

Hawaii

Hawaii

Hawaii

Transportation and Utilities430000003826451202

Hawaii

Information50000000(1)152257531

Hawaii

Financial Activities55000000275462946

Hawaii

Hawaii

Professional, Scientific, and Technical Services60540000(1)3926551181

Hawaii

Management of Companies and Enterprises6055000089157323

Hawaii

Administrative and Support and Waste Management and Remediation Services6056000082913542297

Hawaii

Education and health services6500000084313822056

Hawaii

Educational Services65610000(1)66611351509

Hawaii

Health Care and Social Assistance656200005177891396

Hawaii

Leisure and Hospitality70000000121019533447

Hawaii

Arts, Entertainment, and Recreation7071000061210671796

Hawaii

Accommodation and Food Services70720000113517623103

Hawaii

Other Services80000000(1)5959051428

Idaho

Total Nonfarm00000000219135866328

Idaho

Total Private05000000197932315644

Idaho

Goods Producing0600000086514402664

Idaho

Private Service Providing08000000178028924976

Idaho

Mining and Logging10000000(1)106196420

Idaho

Mining, Logging, and Construction1500000070611722109

Idaho

Construction2000000069811552067

Idaho

Manufacturing300000005018371627

Idaho

Durable Goods310000003535881226

Idaho

Non-Durable Goods320000003555961070

Idaho

Idaho

Idaho

Idaho

Transportation and Utilities430000003766341181

Idaho

Information50000000175295609

Idaho

Financial Activities550000003335601146

Idaho

Idaho

Professional, Scientific, and Technical Services605400004497511355

Idaho

Management of Companies and Enterprises6055000062109225

Idaho

Administrative and Support and Waste Management and Remediation Services6056000073512012038

Idaho

Education and health services6500000078412701956

Idaho

Educational Services65610000(1)5559471259

Idaho

Health Care and Social Assistance656200005548461497

Idaho

Leisure and Hospitality7000000091714802566

Idaho

Arts, Entertainment, and Recreation707100005048801481

Idaho

Accommodation and Food Services7072000076611902095

Idaho

Other Services800000004907461178

Illinois

Total Nonfarm0000000086511425324898

Illinois

Total Private0500000084281388324181

Illinois

Goods Producing06000000301750329405

Illinois

Private Service Providing0800000078701293922277

Illinois

Mining and Logging10000000(1)169311667

Illinois

Mining, Logging, and Construction15000000189731405634

Illinois

Construction20000000188931255594

Illinois

Manufacturing30000000234639317531

Illinois

Durable Goods31000000149124885184

Illinois

Non-Durable Goods32000000181130445463

Illinois

Illinois

Illinois

Illinois

Transportation and Utilities43000000259743838160

Illinois

Information50000000128521724482

Illinois

Financial Activities55000000154225965314

Illinois

Illinois

Professional, Scientific, and Technical Services60540000200133446032

Illinois

Management of Companies and Enterprises605500004497931629

Illinois

Administrative and Support and Waste Management and Remediation Services60560000323652888973

Illinois

Education and health services65000000341356718130

Illinois

Educational Services65610000295550366694

Illinois

Health Care and Social Assistance65620000170826084614

Illinois

Leisure and Hospitality70000000342055429593

Illinois

Arts, Entertainment, and Recreation70710000198834695840

Illinois

Accommodation and Food Services70720000278343227610

Illinois

Other Services80000000215332785171

Indiana

Total Nonfarm0000000061631007217720

Indiana

Total Private050000006073992017429

Indiana

Goods Producing06000000274745748715

Indiana

Private Service Providing080000005416880315093

Indiana

Mining and Logging10000000(1)162298639

Indiana

Mining, Logging, and Construction15000000179929795344

Indiana

Construction20000000179229645306

Indiana

Manufacturing30000000207534716884

Indiana

Durable Goods31000000165627625757

Indiana

Non-Durable Goods32000000125121033775

Indiana

Indiana

Indiana

Indiana

Transportation and Utilities43000000138523374352

Indiana

Information500000004727981646

Indiana

Financial Activities5500000096016163308

Indiana

Indiana

Professional, Scientific, and Technical Services60540000110518473332

Indiana

Management of Companies and Enterprises605500002895111049

Indiana

Administrative and Support and Waste Management and Remediation Services60560000243639806754

Indiana

Education and health services65000000242539366023

Indiana

Educational Services65610000175629943979

Indiana

Health Care and Social Assistance65620000167325554521

Indiana

Leisure and Hospitality70000000259141497215

Indiana

Arts, Entertainment, and Recreation70710000125921973698

Indiana

Accommodation and Food Services70720000226535196195

Indiana

Other Services80000000163624913929

Iowa

Total Nonfarm000000003576586910341

Iowa

Total Private05000000338255459717

Iowa

Goods Producing06000000153125514737

Iowa

Private Service Providing08000000301549238484

Iowa

Mining and Logging10000000(1)60110236

Iowa

Mining, Logging, and Construction15000000105917523139

Iowa

Construction20000000105717493130

Iowa

Manufacturing30000000110618543548

Iowa

Durable Goods3100000069711642425

Iowa

Non-Durable Goods3200000085914432590

Iowa

Iowa

Iowa

Iowa

Transportation and Utilities4300000088314912776

Iowa

Information500000003706261291

Iowa

Financial Activities5500000062210462142

Iowa

Iowa

Professional, Scientific, and Technical Services6054000062310421880

Iowa

Management of Companies and Enterprises60550000225397815

Iowa

Administrative and Support and Waste Management and Remediation Services6056000099816302766

Iowa

Education and health services65000000138722753381

Iowa

Educational Services65610000(1)109718702485

Iowa

Health Care and Social Assistance6562000084912962293

Iowa

Leisure and Hospitality70000000142322893974

Iowa

Arts, Entertainment, and Recreation7071000074913062200

Iowa

Accommodation and Food Services70720000121018803310

Iowa

Other Services8000000094114322260

Kansas

Total Nonfarm00000000318252199281

Kansas

Total Private05000000311451069067

Kansas

Goods Producing06000000133622354194

Kansas

Private Service Providing08000000281345918039

Kansas

Mining and Logging10000000(1)238439941

Kansas

Mining, Logging, and Construction1500000087014522651

Kansas

Construction2000000083713842478

Kansas

Manufacturing30000000101416993250

Kansas

Durable Goods3100000063510592208

Kansas

Non-Durable Goods3200000079113292385

Kansas

Kansas

Kansas

Kansas

Transportation and Utilities4300000086914672730

Kansas

Information50000000266450929

Kansas

Financial Activities5500000069511692394

Kansas

Kansas

Professional, Scientific, and Technical Services6054000075812662284

Kansas

Management of Companies and Enterprises60550000149264542

Kansas

Administrative and Support and Waste Management and Remediation Services60560000103916972880

Kansas

Education and health services65000000110017812735

Kansas

Educational Services65610000(1)78613391780

Kansas

Health Care and Social Assistance6562000076911742077

Kansas

Leisure and Hospitality70000000139322403889

Kansas

Arts, Entertainment, and Recreation7071000073112752146

Kansas

Accommodation and Food Services70720000118618423243

Kansas

Other Services8000000078111891876

Kentucky

Total Nonfarm000000004323708612629

Kentucky

Total Private050000004175683912160

Kentucky

Goods Producing06000000177129575613

Kentucky

Private Service Providing080000003780616710787

Kentucky

Mining and Logging10000000(1)226417894

Kentucky

Mining, Logging, and Construction15000000113818923421

Kentucky

Construction20000000111518453302

Kentucky

Manufacturing30000000135722724450

Kentucky

Durable Goods31000000100716813503

Kentucky

Non-Durable Goods3200000091015292745

Kentucky

Kentucky

Kentucky

Kentucky

Transportation and Utilities43000000112819043545

Kentucky

Information500000003966691381

Kentucky

Financial Activities5500000085314362939

Kentucky

Kentucky

Professional, Scientific, and Technical Services6054000085014212564

Kentucky

Management of Companies and Enterprises60550000182322662

Kentucky

Administrative and Support and Waste Management and Remediation Services60560000147624124093

Kentucky

Education and health services65000000152524653805

Kentucky

Educational Services65610000(1)107118262427

Kentucky

Health Care and Social Assistance65620000108516562930

Kentucky

Leisure and Hospitality70000000192331035478

Kentucky

Arts, Entertainment, and Recreation7071000097917082876

Kentucky

Accommodation and Food Services70720000160024864377

Kentucky

Other Services80000000106516222559

Louisiana

Total Nonfarm000000004902804514069

Louisiana

Total Private050000004737777113538

Louisiana

Goods Producing06000000228338497228

Louisiana

Private Service Providing080000004150675111447

Louisiana

Mining and Logging1000000085215713369

Louisiana

Mining, Logging, and Construction15000000208335166561

Louisiana

Construction20000000190131455630

Louisiana

Manufacturing3000000093515673034

Louisiana

Durable Goods3100000064410752240

Louisiana

Non-Durable Goods3200000067811402046

Louisiana

Louisiana

Louisiana

Louisiana

Transportation and Utilities4300000096716333040

Louisiana

Information500000003335621160

Louisiana

Financial Activities5500000087014652999

Louisiana

Louisiana

Professional, Scientific, and Technical Services6054000087014532621

Louisiana

Management of Companies and Enterprises60550000252445914

Louisiana

Administrative and Support and Waste Management and Remediation Services60560000137122403800

Louisiana

Education and health services65000000206333974994

Louisiana

Educational Services65610000(1)168028643806

Louisiana

Health Care and Social Assistance65620000119718273233

Louisiana

Leisure and Hospitality70000000213534135939

Louisiana

Arts, Entertainment, and Recreation70710000101117632969

Louisiana

Accommodation and Food Services70720000188129225144

Louisiana

Other Services80000000137620953305

Maine

Total Nonfarm00000000184630305178

Maine

Total Private05000000179429435004

Maine

Goods Producing0600000072812132245

Maine

Private Service Providing08000000163926814473

Maine

Mining and Logging10000000(1)72132284

Maine

Mining, Logging, and Construction150000005519141643

Maine

Construction200000005469041618

Maine

Manufacturing300000004767981530

Maine

Durable Goods310000003055091061

Maine

Non-Durable Goods320000003656141102

Maine

Maine

Maine

Maine

Transportation and Utilities43000000280473881

Maine

Information50000000127215444

Maine

Financial Activities550000003375671162

Maine

Maine

Professional, Scientific, and Technical Services605400003766281133

Maine

Management of Companies and Enterprises6055000063112230

Maine

Administrative and Support and Waste Management and Remediation Services605600004867941347

Maine

Education and health services6500000094315612267

Maine

Educational Services65610000(1)79113491792

Maine

Health Care and Social Assistance656200005147851388

Maine

Leisure and Hospitality7000000082313202295

Maine

Arts, Entertainment, and Recreation707100004187291228

Maine

Accommodation and Food Services7072000070911011939

Maine

Other Services800000004376651049

Maryland

Total Nonfarm0000000066621094319146

Maryland

Total Private050000005756943416207

Maryland

Goods Producing06000000219836476592

Maryland

Private Service Providing080000005320870014806

Maryland

Mining and Logging10000000(1)2954116

Maryland

Mining, Logging, and Construction15000000195632365793

Maryland

Construction20000000195632365792

Maryland

Manufacturing30000000100216813145

Maryland

Durable Goods310000005058431757

Maryland

Non-Durable Goods3200000086514542609

Maryland

Maryland

Maryland

Maryland

Transportation and Utilities43000000110318623467

Maryland

Information500000004527631575

Maryland

Financial Activities55000000110618613811

Maryland

Maryland

Professional, Scientific, and Technical Services60540000168228125072

Maryland

Management of Companies and Enterprises605500002995281083

Maryland

Administrative and Support and Waste Management and Remediation Services60560000209534225807

Maryland

Education and health services65000000259842566345

Maryland

Educational Services65610000203734724614

Maryland

Health Care and Social Assistance65620000161224624356

Maryland

Leisure and Hospitality70000000245439886895

Maryland

Arts, Entertainment, and Recreation70710000147725774339

Maryland

Accommodation and Food Services70720000196030445359

Maryland

Other Services80000000161124533870

Massachusetts

Total Nonfarm0000000066041090818682

Massachusetts

Total Private0500000063181043417743

Massachusetts

Goods Producing06000000217436176696

Massachusetts

Private Service Providing080000005932978716431

Massachusetts

Mining and Logging10000000(1)3462133

Massachusetts

Mining, Logging, and Construction15000000160826614764

Massachusetts

Construction20000000160826604762

Massachusetts

Manufacturing30000000146224504705

Massachusetts

Durable Goods3100000094815823296

Massachusetts

Non-Durable Goods32000000111318713358

Massachusetts

Massachusetts

Massachusetts

Massachusetts

Transportation and Utilities43000000109018403427

Massachusetts

Information50000000106618023718

Massachusetts

Financial Activities55000000133222424590

Massachusetts

Massachusetts

Professional, Scientific, and Technical Services60540000179730035417

Massachusetts

Management of Companies and Enterprises605500003215681165

Massachusetts

Administrative and Support and Waste Management and Remediation Services60560000201232875578

Massachusetts

Education and health services65000000331455287842

Massachusetts

Educational Services65610000293650056651

Massachusetts

Health Care and Social Assistance65620000153823484154

Massachusetts

Leisure and Hospitality70000000270043997597

Massachusetts

Arts, Entertainment, and Recreation70710000167129154907

Massachusetts

Accommodation and Food Services70720000212132955800

Massachusetts

Other Services80000000142921753432

Michigan

Total Nonfarm0000000070631158020461

Michigan

Total Private0500000066331086319086

Michigan

Goods Producing06000000272045338691

Michigan

Private Service Providing080000006050987216992

Michigan

Mining and Logging10000000(1)163301646

Michigan

Mining, Logging, and Construction15000000170228195058

Michigan

Construction20000000169428035017

Michigan

Manufacturing30000000212235507067

Michigan

Durable Goods31000000173128896020

Michigan

Non-Durable Goods32000000122720633702

Michigan

Michigan

Michigan

Michigan

Transportation and Utilities43000000122720703855

Michigan

Information5000000071712112499

Michigan

Financial Activities55000000115719483987

Michigan

Michigan

Professional, Scientific, and Technical Services60540000172228785192

Michigan

Management of Companies and Enterprises605500004558041650

Michigan

Administrative and Support and Waste Management and Remediation Services60560000261742767255

Michigan

Education and health services65000000253741316261

Michigan

Educational Services65610000189532304293

Michigan

Health Care and Social Assistance65620000168725764557

Michigan

Leisure and Hospitality70000000279245117817

Michigan

Arts, Entertainment, and Recreation70710000156527304597

Michigan

Accommodation and Food Services70720000231235916322

Michigan

Other Services80000000187128494495

Minnesota

Total Nonfarm000000005909968717002

Minnesota

Total Private050000005731938916428

Minnesota

Goods Producing06000000232438697281

Minnesota

Private Service Providing080000005238855514727

Minnesota

Mining and Logging10000000(1)163300644

Minnesota

Mining, Logging, and Construction15000000168027834995

Minnesota

Construction20000000167227674953

Minnesota

Manufacturing30000000160626885297

Minnesota

Durable Goods31000000123920674307

Minnesota

Non-Durable Goods32000000102217183084

Minnesota

Minnesota

Minnesota

Minnesota

Transportation and Utilities43000000131422174128

Minnesota

Information5000000096316283359

Minnesota

Financial Activities5500000096616263329

Minnesota

Minnesota

Professional, Scientific, and Technical Services60540000140623504240

Minnesota

Management of Companies and Enterprises605500003676491332

Minnesota

Administrative and Support and Waste Management and Remediation Services60560000170627874729

Minnesota

Education and health services65000000257541796389

Minnesota

Educational Services65610000186931854233

Minnesota

Health Care and Social Assistance65620000177227054786

Minnesota

Leisure and Hospitality70000000248940617011

Minnesota

Arts, Entertainment, and Recreation70710000156627324600

Minnesota

Accommodation and Food Services70720000193530055291

Minnesota

Other Services80000000165125143966

Mississippi

Total Nonfarm00000000308150389007

Mississippi

Total Private05000000270244047804

Mississippi

Goods Producing06000000106817913351

Mississippi

Private Service Providing08000000248240247047

Mississippi

Mining and Logging10000000(1)250462990

Mississippi

Mining, Logging, and Construction1500000075112592318

Mississippi

Construction2000000070811712096

Mississippi

Manufacturing3000000075912732420

Mississippi

Durable Goods310000004517531569

Mississippi

Non-Durable Goods3200000061110271843

Mississippi

Mississippi

Mississippi

Mississippi

Transportation and Utilities4300000072912302289

Mississippi

Information50000000180304627

Mississippi

Financial Activities550000005769701986

Mississippi

Mississippi

Professional, Scientific, and Technical Services605400004257101281

Mississippi

Management of Companies and Enterprises60550000140247508

Mississippi

Administrative and Support and Waste Management and Remediation Services6056000086314112394

Mississippi

Education and health services6500000094715062426

Mississippi

Educational Services65610000(1)5549451256

Mississippi

Health Care and Social Assistance6562000076811732075

Mississippi

Leisure and Hospitality70000000127420573631

Mississippi

Arts, Entertainment, and Recreation707100003936851153

Mississippi

Accommodation and Food Services70720000116818153195

Mississippi

Other Services8000000091913992207

Missouri

Total Nonfarm000000005777946116668

Missouri

Total Private050000005651925016264

Missouri

Goods Producing06000000212735376538

Missouri

Private Service Providing080000005236854714892

Missouri

Mining and Logging10000000(1)125231495

Missouri

Mining, Logging, and Construction15000000164727264887

Missouri

Construction20000000164227164862

Missouri

Manufacturing30000000134622534343

Missouri

Durable Goods3100000089614943114

Missouri

Non-Durable Goods32000000100416873028

Missouri

Missouri

Missouri

Missouri

Transportation and Utilities43000000127121453994

Missouri

Information5000000081913842856

Missouri

Financial Activities55000000116819654023

Missouri

Missouri

Professional, Scientific, and Technical Services60540000141023564251

Missouri

Management of Companies and Enterprises605500003766651365

Missouri

Administrative and Support and Waste Management and Remediation Services60560000214335025942

Missouri

Education and health services65000000213334545315

Missouri

Educational Services65610000151525823432

Missouri

Health Care and Social Assistance65620000150222944058

Missouri

Leisure and Hospitality70000000253441137115

Missouri

Arts, Entertainment, and Recreation70710000149826144400

Missouri

Accommodation and Food Services70720000204431765591

Missouri

Other Services80000000156323793754

Montana

Total Nonfarm00000000166227374814

Montana

Total Private05000000144323714107

Montana

Goods Producing060000005338941678

Montana

Private Service Providing08000000134121973749

Montana

Mining and Logging10000000(1)166306656

Montana

Mining, Logging, and Construction150000004657801444

Montana

Construction200000004347181286

Montana

Manufacturing30000000260435855

Montana

Durable Goods31000000196327682

Montana

Non-Durable Goods32000000171287515

Montana

Montana

Montana

Montana

Transportation and Utilities43000000311525978

Montana

Information50000000118199411

Montana

Financial Activities55000000264444910

Montana

Montana

Professional, Scientific, and Technical Services60540000272454819

Montana

Administrative and Support and Waste Management and Remediation Services60560000340555942

Montana

Education and health services650000005398931292

Montana

Educational Services65610000(1)4567771032

Montana

Health Care and Social Assistance65620000288440778

Montana

Leisure and Hospitality7000000083813712364

Montana

Arts, Entertainment, and Recreation707100005439471594

Montana

Accommodation and Food Services707200006389921746

Montana

Other Services80000000388591932

Total Nonfarm00000000266243657639

Total Private05000000262342997511

Goods Producing06000000104517373226

Private Service Providing08000000240539326783

Mining and Logging10000000(1)2953114

Mining, Logging, and Construction1500000080913382396

Construction2000000080813372393

Manufacturing3000000066211082161

Durable Goods310000004787971662

Non-Durable Goods320000004587701381

Transportation and Utilities4300000085614442689

Information50000000237401827

Financial Activities550000005218781797

Professional, Scientific, and Technical Services605400005108531539

Management of Companies and Enterprises60550000107188387

Administrative and Support and Waste Management and Remediation Services6056000088314432448

Education and health services65000000110718072722

Educational Services65610000(1)84314371910

Health Care and Social Assistance6562000071810961939

Leisure and Hospitality70000000116018743246

Arts, Entertainment, and Recreation7071000064611281899

Accommodation and Food Services7072000096314962633

Other Services8000000069610601672

Total Nonfarm000000004127671211781

Total Private050000004059659711560

Goods Producing06000000145624184402

Private Service Providing080000003789613810690

Mining and Logging10000000(1)226417895

Mining, Logging, and Construction15000000138222924133

Construction20000000136322544035

Manufacturing300000004617701514

Durable Goods31000000(1)3485801209

Non-Durable Goods32000000(1)302507911

Transportation and Utilities4300000084914332668

Information50000000(1)3425781193

Financial Activities5500000063210642179

Professional, Scientific, and Technical Services6054000073912352227

Management of Companies and Enterprises605500003806721381

Administrative and Support and Waste Management and Remediation Services60560000148524274118

Education and health services65000000138222063521

Educational Services65610000(1)84714441920

Health Care and Social Assistance65620000109216682951

Leisure and Hospitality70000000250140176978

Arts, Entertainment, and Recreation70710000128622443778

Accommodation and Food Services70720000214533325867

Other Services80000000(1)90513782174

New Hampshire

Total Nonfarm00000000208834565870

New Hampshire

Total Private05000000202133445646

New Hampshire

Goods Producing0600000074812452371

New Hampshire

Private Service Providing08000000187731035124

New Hampshire

Mining and Logging10000000(1)3260129

New Hampshire

Mining, Logging, and Construction150000005338821580

New Hampshire

Construction200000005328801575

New Hampshire

Manufacturing300000005258791768

New Hampshire

Durable Goods310000004527551573

New Hampshire

Non-Durable Goods32000000268450807

New Hampshire

New Hampshire

New Hampshire

New Hampshire

Transportation and Utilities43000000266449835

New Hampshire

Information50000000196332685

New Hampshire

Financial Activities550000004167001433

New Hampshire

New Hampshire

Professional, Scientific, and Technical Services605400004888151471

New Hampshire

Management of Companies and Enterprises60550000127224460

New Hampshire

Administrative and Support and Waste Management and Remediation Services605600005599131549

New Hampshire

Education and health services65000000109818462560

New Hampshire

Educational Services65610000(1)101817362307

New Hampshire

Health Care and Social Assistance656200004116271110

New Hampshire

Leisure and Hospitality7000000091414912574

New Hampshire

Arts, Entertainment, and Recreation7071000057810081697

New Hampshire

Accommodation and Food Services7072000070810991935

New Hampshire

Other Services800000004526891087

New Jersey

Total Nonfarm0000000072481193720654

New Jersey

Total Private0500000070661163520063

New Jersey

Goods Producing06000000239539917343

New Jersey

Private Service Providing0800000066471092918671

New Jersey

Mining and Logging10000000(1)4175162

New Jersey

Mining, Logging, and Construction15000000170828275061

New Jersey

Construction20000000170828265058

New Jersey

Manufacturing30000000167928175321

New Jersey

Durable Goods3100000093915673265

New Jersey

Non-Durable Goods32000000139223414201

New Jersey

New Jersey

New Jersey

New Jersey

Transportation and Utilities43000000196433156172

New Jersey

Information5000000077813142712

New Jersey

Financial Activities55000000124120894277

New Jersey

New Jersey

Professional, Scientific, and Technical Services60540000185130945581

New Jersey

Management of Companies and Enterprises6055000059010422140

New Jersey

Administrative and Support and Waste Management and Remediation Services60560000282146097820

New Jersey

Education and health services65000000306150757329

New Jersey

Educational Services65610000260544415902

New Jersey

Health Care and Social Assistance65620000160824564345

New Jersey

Leisure and Hospitality70000000273444687708

New Jersey

Arts, Entertainment, and Recreation70710000174830495134

New Jersey

Accommodation and Food Services70720000210232665750

New Jersey

Other Services80000000194029544661

New Mexico

Total Nonfarm00000000250241467203

New Mexico

Total Private05000000241139966910

New Mexico

Goods Producing06000000104718253617

New Mexico

Private Service Providing08000000217235555888

New Mexico

Mining and Logging1000000069712852755

New Mexico

Mining, Logging, and Construction15000000100917623500

New Mexico

Construction2000000072912062159

New Mexico

Manufacturing30000000282473913

New Mexico

Durable Goods31000000190316659

New Mexico

Non-Durable Goods32000000209352632

New Mexico

New Mexico

New Mexico

New Mexico

Transportation and Utilities430000004277201340

New Mexico

Information50000000(1)153258533

New Mexico

Financial Activities550000003626091246

New Mexico

New Mexico

Education and health services65000000121220212873

New Mexico

Educational Services65610000(1)106918232423

New Mexico

Health Care and Social Assistance656200005718721543

New Mexico

Leisure and Hospitality70000000105617043008

New Mexico

Other Services80000000(1)6209441490

New York

Total Nonfarm00000000139292310038851

New York

Total Private05000000135942254837738

New York

Goods Producing060000003836637911678

New York

Private Service Providing08000000130422162635886

New York

Mining and Logging10000000(1)145268575

New York

Mining, Logging, and Construction15000000304650429030

New York

Construction20000000304350359012

New York

Manufacturing30000000233139087404

New York

Durable Goods31000000134222394666

New York

Non-Durable Goods32000000190632035749

New York

New York

New York

New York

Transportation and Utilities43000000238440237490

New York

Information500000003413576811903

New York

Financial Activities55000000280847279676

New York

New York

Professional, Scientific, and Technical Services60540000310651919364

New York

Management of Companies and Enterprises6055000073512992666

New York

Administrative and Support and Waste Management and Remediation Services605600004440725312308

New York

Education and health services6500000079651337118616

New York

Educational Services6561000073331250016613

New York

Health Care and Social Assistance65620000311047488401

New York

Leisure and Hospitality700000004962813714020

New York

Arts, Entertainment, and Recreation70710000328557329651

New York

Accommodation and Food Services707200003719577610170

New York

Other Services80000000323349237767

North Carolina

Total Nonfarm0000000075561242821901

North Carolina

Total Private0500000066561093219015

North Carolina

Goods Producing06000000280546698654

North Carolina

Private Service Providing080000006037988416932

North Carolina

Mining and Logging10000000(1)185342733

North Carolina

Mining, Logging, and Construction15000000214135476360

North Carolina

Construction20000000213335306318

North Carolina

Manufacturing30000000181230365868

North Carolina

Durable Goods31000000123220564284

North Carolina

Non-Durable Goods32000000132922344010

North Carolina

North Carolina

North Carolina

North Carolina

Transportation and Utilities43000000138223334344

North Carolina

Information5000000095416133329

North Carolina

Financial Activities55000000107818153715

North Carolina

North Carolina

Professional, Scientific, and Technical Services60540000154825874666

North Carolina

Management of Companies and Enterprises605500003365941219

North Carolina

Administrative and Support and Waste Management and Remediation Services60560000240939366679

North Carolina

Education and health services65000000258642736224

North Carolina

Educational Services65610000215636754885

North Carolina

Health Care and Social Assistance65620000142821803857

North Carolina

Leisure and Hospitality70000000294747828273

North Carolina

Arts, Entertainment, and Recreation70710000174330425121

North Carolina

Accommodation and Food Services70720000237636906497

North Carolina

Other Services80000000183427924405

North Dakota

Total Nonfarm00000000155625624675

North Dakota

Total Private05000000144623814338

North Dakota

Goods Producing0600000069212022374

North Dakota

Private Service Providing08000000127020553630

North Dakota

Mining and Logging100000004448191757

North Dakota

Mining, Logging, and Construction1500000066111532279

North Dakota

Construction200000004908111451

North Dakota

Manufacturing30000000203339668

North Dakota

Durable Goods31000000156260541

North Dakota

Non-Durable Goods32000000130218391

North Dakota

North Dakota

North Dakota

North Dakota

Transportation and Utilities430000004197081317

North Dakota

Information50000000107181373

North Dakota

Financial Activities55000000275462946

North Dakota

North Dakota

Professional, Scientific, and Technical Services60540000288481868

North Dakota

Management of Companies and Enterprises6055000098173355

North Dakota

Administrative and Support and Waste Management and Remediation Services605600003726081031

North Dakota

Education and health services650000005478571428

North Dakota

Educational Services65610000(1)254433575

North Dakota

Health Care and Social Assistance656200004847391307

North Dakota

Leisure and Hospitality7000000064710441844

North Dakota

Arts, Entertainment, and Recreation70710000274478805

North Dakota

Accommodation and Food Services707200005498521499

North Dakota

Other Services80000000373568896

Ohio

Total Nonfarm0000000091021494726337

Ohio

Total Private0500000085661405324620

Ohio

Goods Producing060000003573595511212

Ohio

Private Service Providing0800000077851272921918

Ohio

Mining and Logging10000000(1)2865271131

Ohio

Mining, Logging, and Construction15000000240939927173

Ohio

Construction20000000239239577083

Ohio

Manufacturing30000000263944198618

Ohio

Durable Goods31000000190831836634

Ohio

Non-Durable Goods32000000182330655501

Ohio

Ohio

Ohio

Ohio

Transportation and Utilities43000000181130565690

Ohio

Information50000000106117923699

Ohio

Financial Activities55000000154025925307

Ohio

Ohio

Professional, Scientific, and Technical Services60540000178629855385

Ohio

Management of Companies and Enterprises6055000076513522776

Ohio

Administrative and Support and Waste Management and Remediation Services60560000295648308195

Ohio

Education and health services65000000350457178616

Ohio

Educational Services65610000266145366028

Ohio

Health Care and Social Assistance65620000227934796156

Ohio

Leisure and Hospitality700000003939641411081

Ohio

Arts, Entertainment, and Recreation70710000242242257113

Ohio

Accommodation and Food Services70720000310748268497

Ohio

Other Services80000000229534955514

Oklahoma

Total Nonfarm000000004308710412939

Oklahoma

Total Private050000004041666212118

Oklahoma

Goods Producing06000000197634466922

Oklahoma

Private Service Providing08000000352557019947

Oklahoma

Mining and Logging10000000131624275205

Oklahoma

Mining, Logging, and Construction15000000178231376305

Oklahoma

Construction20000000120219883559

Oklahoma

Manufacturing3000000085314262855

Oklahoma

Durable Goods3100000071811982496

Oklahoma

Non-Durable Goods320000004607731387

Oklahoma

Oklahoma

Oklahoma

Oklahoma

Transportation and Utilities4300000087614782751

Oklahoma

Information50000000(1)3065171067

Oklahoma

Financial Activities5500000066811242301

Oklahoma

Oklahoma

Professional, Scientific, and Technical Services6054000081213572448

Oklahoma

Management of Companies and Enterprises60550000226399818

Oklahoma

Administrative and Support and Waste Management and Remediation Services60560000127820883543

Oklahoma

Education and health services65000000142622583675

Oklahoma

Educational Services65610000(1)78813441786

Oklahoma

Health Care and Social Assistance65620000118918153212

Oklahoma

Leisure and Hospitality70000000184129715245

Oklahoma

Arts, Entertainment, and Recreation7071000084314702475

Oklahoma

Accommodation and Food Services70720000152323664167

Oklahoma

Other Services80000000129219673103

Oregon

Total Nonfarm000000003736613210739

Oregon

Total Private050000003608591910326

Oregon

Goods Producing06000000149924974613

Oregon

Private Service Providing08000000328253669239

Oregon

Mining and Logging10000000(1)198365783

Oregon

Mining, Logging, and Construction15000000119319803570

Oregon

Construction20000000117619463483

Oregon

Manufacturing3000000090815222922

Oregon

Durable Goods310000005879792040

Oregon

Non-Durable Goods3200000069311652092

Oregon

Oregon

Oregon

Oregon

Transportation and Utilities4300000071312032239

Oregon

Information500000005429161891

Oregon

Financial Activities5500000071512032464

Oregon

Oregon

Professional, Scientific, and Technical Services6054000082613802490

Oregon

Management of Companies and Enterprises60550000215380780

Oregon

Administrative and Support and Waste Management and Remediation Services60560000118719403292

Oregon

Education and health services65000000142523573424

Oregon

Educational Services65610000119620392710

Oregon

Health Care and Social Assistance6562000077511832093

Oregon

Leisure and Hospitality70000000172427674807

Oregon

Arts, Entertainment, and Recreation70710000(1)87415262569

Oregon

Accommodation and Food Services70720000148623084063

Oregon

Other Services8000000088813522133

Pennsylvania

Total Nonfarm00000000101491671428564

Pennsylvania

Total Private0500000099311635227848

Pennsylvania

Goods Producing060000003646612011582

Pennsylvania

Private Service Providing0800000092381516425325

Pennsylvania

Mining and Logging10000000(1)98318133888

Pennsylvania

Mining, Logging, and Construction15000000263144278208

Pennsylvania

Construction20000000244140397229

Pennsylvania

Manufacturing30000000252342268172

Pennsylvania

Durable Goods31000000172128715983

Pennsylvania

Non-Durable Goods32000000184531015566

Pennsylvania

Pennsylvania

Pennsylvania

Pennsylvania

Transportation and Utilities43000000246841657754

Pennsylvania

Information50000000129521884515

Pennsylvania

Financial Activities55000000143724194953

Pennsylvania

Pennsylvania

Professional, Scientific, and Technical Services60540000217436336554

Pennsylvania

Management of Companies and Enterprises6055000087915543190

Pennsylvania

Administrative and Support and Waste Management and Remediation Services60560000316251658765

Pennsylvania

Education and health services650000005475903713205

Pennsylvania

Educational Services656100004528771910260

Pennsylvania

Health Care and Social Assistance65620000307746998313

Pennsylvania

Leisure and Hospitality700000003770612410591

Pennsylvania

Arts, Entertainment, and Recreation70710000225639366627

Pennsylvania

Accommodation and Food Services70720000302146928261

Pennsylvania

Other Services80000000264940336363

Rhode Island

Total Nonfarm00000000180829585034

Rhode Island

Total Private05000000174728574833

Rhode Island

Goods Producing060000005679451754

Rhode Island

Private Service Providing08000000165326964504

Rhode Island

Mining and Logging10000000(1)51021

Rhode Island

Mining, Logging, and Construction150000004046681195

Rhode Island

Construction200000004046681195

Rhode Island

Manufacturing300000003986681284

Rhode Island

Durable Goods31000000262437910

Rhode Island

Non-Durable Goods32000000(1)300505906

Rhode Island

Rhode Island

Rhode Island

Rhode Island

Transportation and Utilities43000000(1)231390726

Rhode Island

Information5000000084142294

Rhode Island

Financial Activities550000003776351300

Rhode Island

Rhode Island

Professional, Scientific, and Technical Services605400003696171112

Rhode Island

Management of Companies and Enterprises60550000146258530

Rhode Island

Administrative and Support and Waste Management and Remediation Services605600005238541449

Rhode Island

Education and health services6500000092915352237

Rhode Island

Educational Services6561000077313181752

Rhode Island

Health Care and Social Assistance656200005157861391

Rhode Island

Leisure and Hospitality7000000082413262303

Rhode Island

Arts, Entertainment, and Recreation707100004347571275

Rhode Island

Accommodation and Food Services7072000070110891918

Rhode Island

Other Services80000000415631996

South Carolina

Total Nonfarm000000004754779713669

South Carolina

Total Private050000004293702812179

South Carolina

Goods Producing06000000174429025397

South Carolina

Private Service Providing080000003922640110918

South Carolina

Mining and Logging10000000(1)114210450

South Carolina

Mining, Logging, and Construction15000000134322243988

South Carolina

Construction20000000133822143963

South Carolina

Manufacturing30000000111318643636

South Carolina

Durable Goods3100000080613442801

South Carolina

Non-Durable Goods3200000076812912318

South Carolina

South Carolina

South Carolina

South Carolina

Transportation and Utilities4300000088314912775

South Carolina

Information500000004126971438

South Carolina

Financial Activities5500000066611222296

South Carolina

South Carolina

Professional, Scientific, and Technical Services6054000095716002886

South Carolina

Management of Companies and Enterprises60550000124220452

South Carolina

Administrative and Support and Waste Management and Remediation Services60560000162226504496

South Carolina

Education and health services65000000173528494225

South Carolina

Educational Services65610000(1)138023523125

South Carolina

Health Care and Social Assistance65620000105216072843

South Carolina

Leisure and Hospitality70000000200032365603

South Carolina

Arts, Entertainment, and Recreation70710000114019893348

South Carolina

Accommodation and Food Services70720000164325524493

South Carolina

Other Services80000000119718222874

South Dakota

Total Nonfarm00000000139022653999

South Dakota

Total Private05000000133921803837

South Dakota

Goods Producing060000005328851651

South Dakota

Private Service Providing08000000122919923463

South Dakota

Mining and Logging10000000(1)224188

South Dakota

Mining, Logging, and Construction150000004216961247

South Dakota

Construction200000004206951244

South Dakota

Manufacturing300000003265461082

South Dakota

Durable Goods31000000261436908

South Dakota

Non-Durable Goods32000000(1)195328588

South Dakota

South Dakota

South Dakota

South Dakota

Transportation and Utilities43000000257435809

South Dakota

Information50000000123208429

South Dakota

Financial Activities550000003025091041

South Dakota

South Dakota

Education and health services650000005989611510

South Dakota

Educational Services65610000(1)392669889

South Dakota

Health Care and Social Assistance656200004526901220

South Dakota

Leisure and Hospitality7000000064710441843

South Dakota

Other Services80000000386588928

Tennessee

Total Nonfarm000000005732940816568

Tennessee

Total Private050000005248860115014

Tennessee

Goods Producing06000000188231345809

Tennessee

Private Service Providing080000004899801013844

Tennessee

Mining and Logging10000000(1)92170365

Tennessee

Mining, Logging, and Construction15000000134422263988

Tennessee

Construction20000000134122193971

Tennessee

Manufacturing30000000131722074224

Tennessee

Durable Goods3100000083013862888

Tennessee

Non-Durable Goods32000000102217173082

Tennessee

Tennessee

Tennessee

Tennessee

Transportation and Utilities43000000153825964833

Tennessee

Information5000000069411742422

Tennessee

Financial Activities55000000106817973679

Tennessee

Tennessee

Professional, Scientific, and Technical Services60540000109618323305

Tennessee

Management of Companies and Enterprises605500002824981023

Tennessee

Administrative and Support and Waste Management and Remediation Services60560000192831495344

Tennessee

Education and health services65000000215635245289

Tennessee

Educational Services65610000165828273757

Tennessee

Health Care and Social Assistance65620000137821043723

Tennessee

Leisure and Hospitality70000000231637356477

Tennessee

Arts, Entertainment, and Recreation70710000126021993702

Tennessee

Accommodation and Food Services70720000194330195315

Tennessee

Other Services80000000141021463386

Texas

Total Nonfarm00000000171202841251455

Texas

Total Private05000000161872687448585

Texas

Goods Producing0600000079891388927554

Texas

Private Service Providing08000000140782300840016

Texas

Mining and Logging100000005142948120332

Texas

Mining, Logging, and Construction1500000073231281925532

Texas

Construction200000005214862715443

Texas

Manufacturing300000003193534610360

Texas

Durable Goods31000000221136887686

Texas

Non-Durable Goods32000000230338706947

Texas

Texas

Texas

Texas

Transportation and Utilities430000004542766714273

Texas

Information50000000221037357709

Texas

Financial Activities55000000278946949610

Texas

Texas

Professional, Scientific, and Technical Services605400003373563610168

Texas

Management of Companies and Enterprises6055000083414743026

Texas

Administrative and Support and Waste Management and Remediation Services6056000062271017417264

Texas

Education and health services650000006030975415044

Texas

Educational Services65610000424672389620

Texas

Health Care and Social Assistance656200004281653811566

Texas

Leisure and Hospitality7000000062231001717384

Texas

Arts, Entertainment, and Recreation70710000330657689710

Texas

Accommodation and Food Services707200005272819014420

Texas

Other Services80000000363555358732

Utah

Total Nonfarm000000003730615610809

Utah

Total Private05000000344456829894

Utah

Goods Producing06000000151225154633

Utah

Private Service Providing08000000309550958742

Utah

Mining and Logging10000000(1)214395847

Utah

Mining, Logging, and Construction15000000130521663905

Utah

Construction20000000128721303812

Utah

Manufacturing3000000076312772493

Utah

Durable Goods310000005539221922

Utah

Non-Durable Goods320000005268841587

Utah

Utah

Utah

Utah

Transportation and Utilities4300000067011302104

Utah

Information5000000068411552384

Utah

Financial Activities5500000063110622174

Utah

Utah

Professional, Scientific, and Technical Services6054000092215412781

Utah

Management of Companies and Enterprises60550000157277569

Utah

Administrative and Support and Waste Management and Remediation Services60560000129421143587

Utah

Education and health services65000000145724173486

Utah

Educational Services65610000124421212819

Utah

Health Care and Social Assistance6562000075911592050

Utah

Leisure and Hospitality70000000134721843779

Utah

Arts, Entertainment, and Recreation7071000079113792322

Utah

Accommodation and Food Services70720000109016942982

Utah

Other Services8000000070010651681

Vermont

Total Nonfarm00000000113818723165

Vermont

Total Private05000000108717882996

Vermont

Goods Producing060000004587631449

Vermont

Private Service Providing0800000098616172622

Vermont

Mining and Logging10000000(1)224086

Vermont

Mining, Logging, and Construction15000000309512916

Vermont

Construction20000000308510912

Vermont

Manufacturing300000003385661123

Vermont

Durable Goods31000000272455947

Vermont

Non-Durable Goods32000000200336604

Vermont

Vermont

Vermont

Vermont

Transportation and Utilities43000000136229427

Vermont

Information5000000075127262

Vermont

Financial Activities55000000156263539

Vermont

Vermont

Professional, Scientific, and Technical Services60540000227379684

Vermont

Administrative and Support and Waste Management and Remediation Services60560000292477810

Vermont

Education and health services6500000062110351470

Vermont

Educational Services65610000(1)5489341241

Vermont

Health Care and Social Assistance65620000292445788

Vermont

Leisure and Hospitality700000004527301265

Vermont

Arts, Entertainment, and Recreation70710000252439740

Vermont

Accommodation and Food Services707200003755831026

Vermont

Other Services80000000276420662

Virginia

Total Nonfarm0000000077201266321975

Virginia

Total Private0500000072931195020583

Virginia

Goods Producing06000000251541797638

Virginia

Private Service Providing0800000068451119519113

Virginia

Mining and Logging10000000(1)201370794

Virginia

Mining, Logging, and Construction15000000217336006459

Virginia

Construction20000000216435816410

Virginia

Manufacturing30000000126621234077

Virginia

Durable Goods3100000082013682852

Virginia

Non-Durable Goods3200000096516232913

Virginia

Virginia

Virginia

Virginia

Transportation and Utilities43000000133722574202

Virginia

Information5000000091515463191

Virginia

Financial Activities55000000131822184540

Virginia

Virginia

Professional, Scientific, and Technical Services60540000240640217255

Virginia

Management of Companies and Enterprises6055000056910052064

Virginia

Administrative and Support and Waste Management and Remediation Services60560000287346937964

Virginia

Education and health services65000000312051207599

Virginia

Educational Services65610000247742225611

Virginia

Health Care and Social Assistance65620000189728975125

Virginia

Leisure and Hospitality70000000301849008476

Virginia

Arts, Entertainment, and Recreation70710000179431305270

Virginia

Accommodation and Food Services70720000242737706638

Virginia

Other Services80000000221233685314

Washington

Total Nonfarm000000005638929016335

Washington

Total Private050000005270868015159

Washington

Goods Producing06000000223837186838

Washington

Private Service Providing080000004772784313529

Washington

Mining and Logging10000000(1)172318681

Washington

Mining, Logging, and Construction15000000189531395631

Washington

Construction20000000188731235590

Washington

Manufacturing30000000119019923878

Washington

Durable Goods3100000085014172954

Washington

Non-Durable Goods3200000083314002513

Washington

Washington

Washington

Washington

Transportation and Utilities43000000105917883329

Washington

Information50000000104517663644

Washington

Financial Activities5500000092215523178

Washington

Washington

Professional, Scientific, and Technical Services60540000139023244192

Washington

Management of Companies and Enterprises60550000222393807

Washington

Administrative and Support and Waste Management and Remediation Services60560000171227974746

Washington

Education and health services65000000205233894941

Washington

Educational Services65610000170729093867

Washington

Health Care and Social Assistance65620000113817383075

Washington

Leisure and Hospitality70000000227537026397

Washington

Arts, Entertainment, and Recreation70710000138424154065

Washington

Accommodation and Food Services70720000180628064940

Washington

Other Services80000000129519713110

West Virginia

Total Nonfarm00000000222236296383

West Virginia

Total Private05000000210134265991

West Virginia

Goods Producing0600000089615553088

West Virginia

Private Service Providing08000000190130535135

West Virginia

Mining and Logging1000000056210372223

West Virginia

Mining, Logging, and Construction1500000080214042795

West Virginia

Construction200000005729471695

West Virginia

Manufacturing300000003996671311

West Virginia

Durable Goods310000003005001043

West Virginia

Non-Durable Goods32000000263442794

West Virginia

West Virginia

West Virginia

West Virginia

Transportation and Utilities430000004026791265

West Virginia

Information50000000162274566

West Virginia

Financial Activities550000003726271283

West Virginia

West Virginia

Professional, Scientific, and Technical Services605400003585981079

West Virginia

Management of Companies and Enterprises605500005495194

West Virginia

Administrative and Support and Waste Management and Remediation Services605600005088291407

West Virginia

Education and health services6500000077012691865

West Virginia

Educational Services65610000(1)62810711424

West Virginia

Health Care and Social Assistance656200004466801204

West Virginia

Leisure and Hospitality7000000089214332490

West Virginia

Arts, Entertainment, and Recreation707100004618051355

West Virginia

Accommodation and Food Services7072000076411862089

West Virginia

Other Services80000000105516072535

Wisconsin

Total Nonfarm000000006015982617316

Wisconsin

Total Private050000005810948116654

Wisconsin

Goods Producing06000000268644808390

Wisconsin

Private Service Providing080000005151835614386

Wisconsin

Mining and Logging10000000(1)157289619

Wisconsin

Mining, Logging, and Construction15000000172628595128

Wisconsin

Construction20000000171928445091

Wisconsin

Manufacturing30000000205834496640

Wisconsin

Durable Goods31000000136022694728

Wisconsin

Non-Durable Goods32000000154525984662

Wisconsin

Wisconsin

Wisconsin

Wisconsin

Transportation and Utilities43000000129521854068

Wisconsin

Information500000005028481751

Wisconsin

Financial Activities5500000088214843038

Wisconsin

Wisconsin

Professional, Scientific, and Technical Services60540000111118573351

Wisconsin

Management of Companies and Enterprises605500004598111666

Wisconsin

Administrative and Support and Waste Management and Remediation Services60560000197232225467

Wisconsin

Education and health services65000000218735305478

Wisconsin

Educational Services65610000(1)150625683412

Wisconsin

Health Care and Social Assistance65620000158624224286

Wisconsin

Leisure and Hospitality70000000251940697052

Wisconsin

Arts, Entertainment, and Recreation70710000140724554133

Wisconsin

Accommodation and Food Services70720000208932455714

Wisconsin

Other Services80000000193429454647

Wyoming

Total Nonfarm00000000120420053696

Wyoming

Total Private05000000102017033143

Wyoming

Goods Producing0600000056710102069

Wyoming

Private Service Providing0800000084813712366

Wyoming

Mining and Logging100000004588451812

Wyoming

Mining, Logging, and Construction150000005559922036

Wyoming

Construction20000000314519929

Wyoming

Manufacturing30000000115193365

Wyoming

Durable Goods31000000(1)63105220

Wyoming

Non-Durable Goods32000000(1)96162291

Wyoming

Wyoming

Wyoming

Wyoming

Transportation and Utilities43000000223376700

Wyoming

Information50000000(1)63106219

Wyoming

Financial Activities55000000161271554

Wyoming

Wyoming

Professional, Scientific, and Technical Services60540000148248448

Wyoming

Management of Companies and Enterprises60550000193469

Wyoming

Administrative and Support and Waste Management and Remediation Services60560000217355603

Wyoming

Education and health services65000000292476722

Wyoming

Educational Services65610000(1)218372495

Wyoming

Health Care and Social Assistance65620000195297526

Wyoming

Leisure and Hospitality700000005088201447

Wyoming

Arts, Entertainment, and Recreation70710000225393662

Wyoming

Accommodation and Food Services707200004326721183

Wyoming

Other Services80000000361550867

Puerto Rico

Total Nonfarm00000000272445017728

Puerto Rico

Total Private05000000232238356400

Puerto Rico

Goods Producing0600000077612962376

Puerto Rico

Private Service Providing08000000218836095943

Puerto Rico

Mining and Logging10000000(1)203678

Puerto Rico

Mining, Logging, and Construction150000004587581358

Puerto Rico

Construction200000004587571356

Puerto Rico

Manufacturing3000000062710511949

Puerto Rico

Durable Goods31000000(1)279465968

Puerto Rico

Non-Durable Goods320000005619431692

Puerto Rico

Puerto Rico

Puerto Rico

Puerto Rico

Transportation and Utilities43000000307519966

Puerto Rico

Information50000000222375773

Puerto Rico

Financial Activities550000003345611149

Puerto Rico

Puerto Rico

Professional, Scientific, and Technical Services605400004818041450

Puerto Rico

Administrative and Support and Waste Management and Remediation Services6056000083913712326

Puerto Rico

Education and health services65000000121820502834

Puerto Rico

Educational Services65610000113619372574

Puerto Rico

Health Care and Social Assistance656200004396701185

Puerto Rico

Leisure and Hospitality7000000084513642408

Puerto Rico

Accommodation and Food Services7072000076311852086

Puerto Rico

Other Services80000000(1)4456781069
Footnotes:

(1) Series estimated using the CES Fay-Herriot Model.

Table 2. Standard error associated with 1-, 3-, and 12-month changes in employment for Total Non-Farm, by Area(1)
StateMSAAreaStandard Error 1-Month ChangeStandard Error 3-Month ChangeStandard Error 12-Month ChangeSample Based %

Alabama

11500Anniston-Oxford-Jacksonville, AL56093217180.48

Alabama

12220Auburn-Opelika, AL698116021330.58

Alabama

13820Birmingham-Hoover, AL1870303353530.88

Alabama

19300Daphne-Fairhope-Foley, AL924152427540.81

Alabama

19460Decatur, AL749126123760.49

Alabama

20020Dothan, AL626104019130.64

Alabama

22520Florence-Muscle Shoals, AL688115121430.61

Alabama

Alabama

26620Huntsville, AL1356226141860.79

Alabama

33660Mobile, AL1275212439480.6

Alabama

33860Montgomery, AL1088180033020.72

Alabama

46220Tuscaloosa, AL1088180833140.66

11260Anchorage, AK737120421210.95

21820Fairbanks, AK39465512100.46

Arizona

22380Flagstaff, AZ616101118030.4

Arizona

29420Lake Havasu City-Kingman, AZ624102718530.48

Arizona

38060Phoenix-Mesa-Scottsdale, AZ46727670133940.98

Arizona

39140Prescott, AZ1017171132310.47

Arizona

43420Sierra Vista-Douglas, AZ43772713440.56

Arizona

46060Tucson, AZ1796297754380.91

Arizona

49740Yuma, AZ50182815070.67

Arkansas

22220Fayetteville-Springdale-Rogers, AR-MO1564260048120.62

Arkansas

22900Fort Smith, AR-OK1034172331830.5

Arkansas

26300Hot Springs, AR54290016550.47

Arkansas

27860Jonesboro, AR720119421880.38

Arkansas

30780Little Rock-North Little Rock-Conway, AR1538249743940.77

Arkansas

38220Pine Bluff, AR37562411520.43

California

11244Anaheim-Santa Ana-Irvine, CA Metropolitan Division42246919121680.98

California

12540Bakersfield, CA1461244145900.87

California

17020Chico, CA896147926780.52

California

20940El Centro, CA53087015570.7

California

23420Fresno, CA1763293354860.92

California

25260Hanford-Corcoran, CA49882915300.41

California

31080Los Angeles-Long Beach-Anaheim, CA924915221270581

California

31084Los Angeles-Long Beach-Glendale, CA Metropolitan Division822813557241681

California

California

32900Merced, CA739123322830.71

California

33700Modesto, CA1226203738080.7

California

34900Napa, CA967162330510.62

California

36084Oakland-Hayward-Berkeley, CA Metropolitan Division3425560799020.94

California

37100Oxnard-Thousand Oaks-Ventura, CA1740291954840.86

California

39820Redding, CA733120921840.52

California

40140Riverside-San Bernardino-Ontario, CA40746660118630.99

California

California

41500Salinas, CA1025170731640.83

California

California

41860San Francisco-Oakland-Hayward, CA50428285148020.96

California

41884San Francisco-Redwood City-South San Francisco, CA Metropolitan Division35965928106890.98

California

41940San Jose-Sunnyvale-Santa Clara, CA3364552996061

California

42020San Luis Obispo-Paso Robles-Arroyo Grande, CA1474244944960.65

California

42034San Rafael, CA Metropolitan Division870143426090.87

California

42100Santa Cruz-Watsonville, CA1273211338680.53

California

42200Santa Maria-Santa Barbara, CA1291215040120.81

California

42220Santa Rosa, CA1596268951000.87

California

44700Stockton-Lodi, CA1561262849970.89

California

46700Vallejo-Fairfield, CA1005168131400.74

California

47300Visalia-Porterville, CA1192197736140.75

California

49700Yuba City, CA54790916700.49

14500Boulder, CO1525253446950.64

19740Denver-Aurora-Lakewood, CO40176566117440.96

22660Fort Collins, CO1354225341840.69

24300Grand Junction, CO913151127550.48

24540Greeley, CO1210202237560.58

39380Pueblo, CO667110820370.31

Connecticut

71950Bridgeport-Stamford-Norwalk, CT NECTA1705278248970.82

Connecticut

72850Danbury, CT NECTA827138325750.43

Connecticut

73450Hartford-West Hartford-East Hartford, CT NECTA2025331660180.97

Connecticut

75700New Haven, CT NECTA1976333059260.77

Connecticut

76450Norwich-New London-Westerly, CT-RI NECTA942157429380.74

Connecticut

78700Waterbury, CT NECTA861143626560.66

Delaware

20100Dover, DE56493116840.93

Delaware

41540Salisbury, MD-DE1092181533550.78

Delaware

48864Wilmington, DE-MD-NJ Metropolitan Division1314213937600.88

District of Columbia

47894Washington-Arlington-Alexandria, DC-VA-MD-WV Metropolitan Division608210007169741

District of Columbia

47900Washington-Arlington-Alexandria, DC-VA-MD-WV650810695182140.98

Florida

15980Cape Coral-Fort Myers, FL1713287254090.94

Florida

18880Crestview-Fort Walton Beach-Destin, FL837138825540.66

Florida

19660Deltona-Daytona Beach-Ormond Beach, FL1632273751510.83

Florida

22744Fort Lauderdale-Pompano Beach-Deerfield Beach, FL Metropolitan Division35225862108560.96

Florida

23540Gainesville, FL1266207636920.52

Florida

26140Homosassa Springs, FL606100818570.18

Florida

27260Jacksonville, FL2545414373000.95

Florida

29460Lakeland-Winter Haven, FL1230204737950.73

Florida

33100Miami-Fort Lauderdale-West Palm Beach, FL58929718176750.95

Florida

33124Miami-Miami Beach-Kendall, FL Metropolitan Division36795993106230.99

Florida

34940Naples-Immokalee-Marco Island, FL1214202437830.73

Florida

Florida

36100Ocala, FL1041172231240.48

Florida

36740Orlando-Kissimmee-Sanford, FL39666450113580.99

Florida

37340Palm Bay-Melbourne-Titusville, FL1412235043530.77

Florida

37460Panama City, FL925152127240.62

Florida

37860Pensacola-Ferry Pass-Brent, FL1185197236470.84

Florida

38940Port St. Lucie, FL1253209639280.49

Florida

39460Punta Gorda, FL691114620990.48

Florida

42680Sebastian-Vero Beach, FL760126323170.46

Florida

42700Sebring, FL45374413360.18

Florida

45220Tallahassee, FL1084179933240.75

Florida

45300Tampa-St. Petersburg-Clearwater, FL36705993105550.99

Florida

45540The Villages, FL48180915210.27

Florida

48424West Palm Beach-Boca Raton-Delray Beach, FL Metropolitan Division2962491590390.88

Georgia

10500Albany, GA645107319800.85

Georgia

12020Athens-Clarke County, GA891148127260.83

Georgia

12060Atlanta-Sandy Springs-Roswell, GA57239394165551

Georgia

12260Augusta-Richmond County, GA-SC1363226841860.82

Georgia

15260Brunswick, GA768126922980.46

Georgia

17980Columbus, GA-AL828137925580.65

Georgia

19140Dalton, GA873147628150.56

Georgia

23580Gainesville, GA869145927370.68

Georgia

25980Hinesville, GA2504127480.22

Georgia

31420Macon-Bibb County, GA1016167129940.46

Georgia

40660Rome, GA44674814010.51

Georgia

42340Savannah, GA1454244846450.79

Georgia

46660Valdosta, GA634105519390.71

Georgia

47580Warner Robins, GA734121622240.53

Hawaii

27980Kahului-Wailuku-Lahaina, HI816133923870.52

Hawaii

46520Urban Honolulu, HI1728282348560.92

Idaho

14260Boise City, ID1323215438270.94

Idaho

17660Coeur d'Alene, ID834138825580.56

Idaho

26820Idaho Falls, ID50583915420.64

Idaho

30300Lewiston, ID-WA40667912640.46

Idaho

38540Pocatello, ID48280114700.53

Illinois

14010Bloomington, IL633104518970.73

Illinois

16060Carbondale-Marion, IL637105219110.42

Illinois

16580Champaign-Urbana, IL919151827520.51

Illinois

16974Chicago-Naperville-Arlington Heights, IL Metropolitan Division677711175194141

Illinois

16980Chicago-Naperville-Elgin, IL-IN-WI754012466220170.98

Illinois

19180Danville, IL43372913780.19

Illinois

19340Davenport-Moline-Rock Island, IA-IL1207202638130.83

Illinois

19500Decatur, IL855144527550.47

Illinois

20994Elgin, IL Metropolitan Division1723291055460.91

Illinois

28100Kankakee, IL56894617470.61

Illinois

29404Lake County-Kenosha County, IL-WI Metropolitan Division1813295953620.97

Illinois

37900Peoria, IL1383233744590.87

Illinois

40420Rockford, IL1282216741420.55

Illinois

44100Springfield, IL848139725170.78

Indiana

14020Bloomington, IN959157428070.42

Indiana

18020Columbus, IN634106119740.32

Indiana

21140Elkhart-Goshen, IN1926327563160.4

Indiana

21780Evansville, IN-KY1600266048940.54

Indiana

23060Fort Wayne, IN1686281052320.74

Indiana

23844Gary, IN Metropolitan Division2159364769520.77

Indiana

26900Indianapolis-Carmel-Anderson, IN3362547696560.94

Indiana

29020Kokomo, IN746126324230.54

Indiana

29200Lafayette-West Lafayette, IN1053175132160.53

Indiana

33140Michigan City-La Porte, IN699116621650.27

Indiana

34620Muncie, IN759125122480.59

Indiana

43780South Bend-Mishawaka, IN-MI1370228542350.7

Indiana

45460Terre Haute, IN823136424940.5

Iowa

11180Ames, IA52687516070.66

Iowa

16300Cedar Rapids, IA1412239346000.53

Iowa

19780Des Moines-West Des Moines, IA1413230741280.91

Iowa

20220Dubuque, IA763126422980.51

Iowa

26980Iowa City, IA908149927130.53

Iowa

43580Sioux City, IA-NE-SD1126189035470.71

Iowa

47940Waterloo-Cedar Falls, IA885147927500.45

Kansas

29940Lawrence, KS56393016870.77

Kansas

31740Manhattan, KS51885315390.67

Kansas

45820Topeka, KS803133924870.58

Kansas

48620Wichita, KS1330215638760.87

Kansas

92812Kansas City, KS1791292051930.94

Kentucky

14540Bowling Green, KY751125223180.35

Kentucky

21060Elizabethtown-Fort Knox, KY696115421180.46

Kentucky

30460Lexington-Fayette, KY2418398371650.67

Kentucky

31140Louisville/Jefferson County, KY-IN2449400271080.96

Kentucky

36980Owensboro, KY688115621780.24

Louisiana

10780Alexandria, LA719119221800.21

Louisiana

12940Baton Rouge, LA1994325357870.79

Louisiana

25220Hammond, LA635104118530.73

Louisiana

26380Houma-Thibodaux, LA931155328800.78

Louisiana

29180Lafayette, LA1428238244470.6

Louisiana

29340Lake Charles, LA1581266550450.61

Louisiana

33740Monroe, LA874144626300.37

Louisiana

35380New Orleans-Metairie, LA2511412269980.9

Louisiana

43340Shreveport-Bossier City, LA1267210438920.63

Maine

70750Bangor, ME NECTA58997417670.65

Maine

74650Lewiston-Auburn, ME NECTA52788216450.56

Maine

76750Portland-South Portland, ME NECTA949153927000.79

Maryland

12580Baltimore-Columbia-Towson, MD42376945119910.99

Maryland

15680California-Lexington Park, MD671110720160.22

Maryland

19060Cumberland, MD-WV645106119080.44

Maryland

25180Hagerstown-Martinsburg, MD-WV1033171231250.6

Maryland

43524Silver Spring-Frederick-Rockville, MD Metropolitan Division2317377366060.9

Maryland

92581Baltimore City, MD1998331457140.63

Maryland

94781Calvert-Charles-Prince George's, MD2167350261300.87

Massachusetts

70900Barnstable Town, MA NECTA1163191334320.54

Massachusetts

71650Boston-Cambridge-Nashua, MA-NH NECTA54599082156950.88

Massachusetts

71654Boston-Cambridge-Newton, MA NECTA Division46427709128901

Massachusetts

72104Brockton-Bridgewater-Easton, MA NECTA Division979162729900.54

Massachusetts

73104Framingham, MA NECTA Division1223205138590.73

Massachusetts

73604Haverhill-Newburyport-Amesbury Town, MA-NH NECTA Division911153228890.56

Massachusetts

74204Lawrence-Methuen Town-Salem, MA-NH NECTA Division804133824620.66

Massachusetts

74500Leominster-Gardner, MA NECTA725121122530.51

Massachusetts

74804Lowell-Billerica-Chelmsford, MA-NH NECTA Division1290216640880.68

Massachusetts

Massachusetts

75550New Bedford, MA NECTA687113920930.55

Massachusetts

76524Peabody-Salem-Beverly, MA NECTA Division912150627270.64

Massachusetts

76600Pittsfield, MA NECTA58797317780.48

Massachusetts

78100Springfield, MA-CT NECTA1415231640560.88

Massachusetts

78254Taunton-Middleborough-Norton, MA NECTA Division792132124480.54

Massachusetts

79600Worcester, MA-CT NECTA1585265449140.79

Michigan

11460Ann Arbor, MI1144189234560.68

Michigan

12980Battle Creek, MI635106720120.4

Michigan

13020Bay City, MI48780914910.38

Michigan

19804Detroit-Dearborn-Livonia, MI Metropolitan Division2626428076710.94

Michigan

19820Detroit-Warren-Dearborn, MI43807132126630.94

Michigan

22420Flint, MI1227203237060.47

Michigan

24340Grand Rapids-Wyoming, MI1858303753610.87

Michigan

27100Jackson, MI819137425830.47

Michigan

28020Kalamazoo-Portage, MI1130189635900.65

Michigan

29620Lansing-East Lansing, MI1413234943470.65

Michigan

33220Midland, MI42872413800.51

Michigan

33780Monroe, MI734122422690.42

Michigan

34740Muskegon, MI798133324810.6

Michigan

35660Niles-Benton Harbor, MI936158030060.45

Michigan

40980Saginaw, MI790131424090.48

Michigan

47664Warren-Troy-Farmington Hills, MI Metropolitan Division35055705100750.94

Minnesota

20260Duluth, MN-WI1275210337970.54

Minnesota

31860Mankato-North Mankato, MN678113020890.33

Minnesota

33460Minneapolis-St. Paul-Bloomington, MN-WI49228071142290.97

Minnesota

40340Rochester, MN1108184133840.7

Minnesota

41060St. Cloud, MN1135188734750.64

Mississippi

25060Gulfport-Biloxi-Pascagoula, MS950158229320.83

Mississippi

25620Hattiesburg, MS821135124230.31

Mississippi

27140Jackson, MS1518250445830.73

Missouri

16020Cape Girardeau, MO-IL58095417110.41

Missouri

17860Columbia, MO900147926520.69

Missouri

27620Jefferson City, MO798132724430.31

Missouri

27900Joplin, MO804134024790.23

Missouri

28140Kansas City, MO-KS3040494887420.89

Missouri

41140St. Joseph, MO-KS870145026870.26

Missouri

41180St. Louis, MO-IL36816048106540.93

Missouri

44180Springfield, MO1399232643030.8

Missouri

92811Kansas City, MO2457399470330.86

Montana

13740Billings, MT786130623910.41

Montana

24500Great Falls, MT39465111770.76

Montana

33540Missoula, MT58797017690.69

24260Grand Island, NE646108620450.52

30700Lincoln, NE1196201038060.7

36540Omaha-Council Bluffs, NE-IA1758288550310.89

16180Carson City, NV39565411910.26

39900Reno, NV1499250346670.55

New Hampshire

73050Dover-Durham, NH-ME NECTA57195317720.54

New Hampshire

74950Manchester, NH NECTA810135125180.77

New Hampshire

75404Nashua, NH-MA NECTA Division967162730860.62

New Hampshire

76900Portsmouth, NH-ME NECTA754125723350.66

New Jersey

12100Atlantic City-Hammonton, NJ925151727380.8

New Jersey

15804Camden, NJ Metropolitan Division2000325356990.96

New Jersey

35084Newark, NJ-PA Metropolitan Division3341548898480.99

New Jersey

36140Ocean City, NJ673111120070.69

New Jersey

45940Trenton, NJ1429237641510.78

New Jersey

47220Vineland-Bridgeton, NJ853142826640.59

New Jersey

93563Bergen-Hudson-Passaic, NJ2926480584540.95

New Jersey

93565Middlesex-Monmouth-Ocean, NJ2842464080570.97

New Mexico

10740Albuquerque, NM1416230540460.89

New Mexico

22140Farmington, NM640107420170.37

New Mexico

29740Las Cruces, NM684112720330.58

New Mexico

42140Santa Fe, NM788129723340.42

New York

New York

13780Binghamton, NY987163229570.5

New York

15380Buffalo-Cheektowaga-Niagara Falls, NY2062337058820.86

New York

20524Dutchess County-Putnam County, NY Metropolitan Division1235207637940.61

New York

21300Elmira, NY53589216500.41

New York

24020Glens Falls, NY774128423430.54

New York

27060Ithaca, NY891145425520.72

New York

28740Kingston, NY718119321880.48

New York

35004Nassau County-Suffolk County, NY Metropolitan Division37326119106100.95

New York

35614New York-Jersey City-White Plains, NY-NJ Metropolitan Division1048717335297980.98

New York

35620New York-Newark-Jersey City, NY-NJ-PA1168719297333440.97

New York

40380Rochester, NY2191361559910.77

New York

45060Syracuse, NY1703286453400.84

New York

46540Utica-Rome, NY1093182233670.59

New York

48060Watertown-Fort Drum, NY48780414520.57

New York

93561New York City, NY933715469265241

New York

93562Orange-Rockland-Westchester, NY2482407369280.93

North Carolina

11700Asheville, NC1187197736660.79

North Carolina

15500Burlington, NC674112420840.56

North Carolina

16740Charlotte-Concord-Gastonia, NC-SC3144517191850.98

North Carolina

20500Durham-Chapel Hill, NC1649273550220.82

North Carolina

22180Fayetteville, NC823135724740.91

North Carolina

24140Goldsboro, NC44273613570.7

North Carolina

24660Greensboro-High Point, NC1923324561840.77

North Carolina

24780Greenville, NC704116621260.58

North Carolina

25860Hickory-Lenoir-Morganton, NC1251212140690.6

North Carolina

27340Jacksonville, NC55691616540.8

North Carolina

35100New Bern, NC49982615100.5

North Carolina

39580Raleigh, NC2019330158910.94

North Carolina

40580Rocky Mount, NC634106219790.59

North Carolina

48900Wilmington, NC794130823900.86

North Carolina

49180Winston-Salem, NC1487249847050.87

North Dakota

13900Bismarck, ND53087615960.49

North Dakota

22020Fargo, ND-MN936156029000.64

North Dakota

24220Grand Forks, ND-MN754124422470.57

Ohio

10420Akron, OH2144358467260.8

Ohio

15940Canton-Massillon, OH1814300054550.79

Ohio

17140Cincinnati, OH-KY-IN3202525893890.98

Ohio

17460Cleveland-Elyria, OH3132512389630.95

Ohio

18140Columbus, OH3171517691930.99

Ohio

19380Dayton, OH2198368168810.83

Ohio

30620Lima, OH649108520170.45

Ohio

31900Mansfield, OH635106720120.53

Ohio

44220Springfield, OH680113421010.38

Ohio

45780Toledo, OH1924322160400.87

Ohio

48260Weirton-Steubenville, WV-OH48180014740.6

Ohio

49660Youngstown-Warren-Boardman, OH-PA1515252046680.83

Oklahoma

21420Enid, OK50985716200.52

Oklahoma

30020Lawton, OK686114421280.33

Oklahoma

36420Oklahoma City, OK2408393470080.92

Oklahoma

46140Tulsa, OK1845300453490.9

Oregon

10540Albany, OR614103419630.44

Oregon

13460Bend-Redmond, OR865144126670.56

Oregon

18700Corvallis, OR49482115110.43

Oregon

21660Eugene, OR1063178233480.76

Oregon

24420Grants Pass, OR38764411870.48

Oregon

32780Medford, OR815135324840.58

Oregon

38900Portland-Vancouver-Hillsboro, OR-WA2858470082031

Oregon

41420Salem, OR1033173732860.78

Pennsylvania

10900Allentown-Bethlehem-Easton, PA-NJ2117353765520.86

Pennsylvania

11020Altoona, PA800133024460.55

Pennsylvania

14100Bloomsburg-Berwick, PA637106419780.43

Pennsylvania

16540Chambersburg-Waynesboro, PA806133924540.69

Pennsylvania

20700East Stroudsburg, PA648106719190.24

Pennsylvania

21500Erie, PA1239205837780.58

Pennsylvania

23900Gettysburg, PA49983515550.55

Pennsylvania

25420Harrisburg-Carlisle, PA1664276050530.82

Pennsylvania

27780Johnstown, PA781128723150.5

Pennsylvania

29540Lancaster, PA1962328361820.64

Pennsylvania

30140Lebanon, PA691114520890.48

Pennsylvania

33874Montgomery County-Bucks County-Chester County, PA Metropolitan Division36946026106490.96

Pennsylvania

Pennsylvania

Pennsylvania

38300Pittsburgh, PA38386340107950.95

Pennsylvania

Pennsylvania

42540Scranton--Wilkes-Barre--Hazleton, PA1637273350900.77

Pennsylvania

44300State College, PA1015168330880.72

Pennsylvania

48700Williamsport, PA677113121100.45

Pennsylvania

49620York-Hanover, PA1427240245510.7

Pennsylvania

Pennsylvania

97962Delaware County, PA1603263446060.62

Puerto Rico

Puerto Rico

11640Arecibo, PR35558910750.31

Puerto Rico

25020Guayama, PR2173626680.16

Puerto Rico

32420Mayagüez, PR32954710020.69

Puerto Rico

38660Ponce, PR56794417350.49

Puerto Rico

41900San Germán, PR3125209580

Puerto Rico

41980San Juan-Carolina-Caguas, PR2122350459320.95

Rhode Island

77200Providence-Warwick, RI-MA NECTA2055337357141

South Carolina

16700Charleston-North Charleston, SC1782295854480.76

South Carolina

17900Columbia, SC1798299555630.85

South Carolina

22500Florence, SC881145326210.41

South Carolina

24860Greenville-Anderson-Mauldin, SC2196367868560.88

South Carolina

South Carolina

34820Myrtle Beach-Conway-North Myrtle Beach, SC-NC1282212639230.75

South Carolina

43900Spartanburg, SC1179197837400.56

South Carolina

44940Sumter, SC44975013930.47

South Dakota

39660Rapid City, SD633105719670.56

South Dakota

43620Sioux Falls, SD770124821900.64

Tennessee

16860Chattanooga, TN-GA1433239244680.79

Tennessee

17300Clarksville, TN-KY882147327300.64

Tennessee

17420Cleveland, TN649108620250.66

Tennessee

27180Jackson, TN787131724580.5

Tennessee

27740Johnson City, TN867143325970.69

Tennessee

28700Kingsport-Bristol-Bristol, TN-VA941157729680.69

Tennessee

28940Knoxville, TN1444234741530.94

Tennessee

32820Memphis, TN-MS-AR2185357163670.99

Tennessee

34100Morristown, TN55393117620.54

Tennessee

34980Nashville-Davidson--Murfreesboro--Franklin, TN2952484384720.97

Texas

10180Abilene, TX799132024000.62

Texas

11100Amarillo, TX1214202937750.51

Texas

12420Austin-Round Rock, TX35245738101670.98

Texas

13140Beaumont-Port Arthur, TX1631272550730.54

Texas

15180Brownsville-Harlingen, TX1459239242570.42

Texas

17780College Station-Bryan, TX1446239043370.44

Texas

18580Corpus Christi, TX1460244445810.8

Texas

19100Dallas-Fort Worth-Arlington, TX686711233199670.99

Texas

19124Dallas-Plano-Irving, TX Metropolitan Division59659749173081

Texas

21340El Paso, TX1748289853210.8

Texas

23104Fort Worth-Arlington, TX Metropolitan Division3402558199560.98

Texas

26420Houston-The Woodlands-Sugar Land, TX715411827213550.98

Texas

28660Killeen-Temple, TX1364226141360.43

Texas

29700Laredo, TX1233201635680.59

Texas

30980Longview, TX1325222341780.48

Texas

31180Lubbock, TX1529253946590.53

Texas

32580McAllen-Edinburg-Mission, TX2202361064250.71

Texas

33260Midland, TX1122184332750.52

Texas

36220Odessa, TX1054177033270.52

Texas

41660San Angelo, TX685113720910.37

Texas

41700San Antonio-New Braunfels, TX3367548396960.97

Texas

43300Sherman-Denison, TX652108419980.5

Texas

45500Texarkana, TX-AR861143626670.53

Texas

46340Tyler, TX1231202936590.5

Texas

47020Victoria, TX57695817690.48

Texas

47380Waco, TX1539257347960.57

Texas

48660Wichita Falls, TX746123322350.45

Utah

30860Logan, UT-ID623104619650.48

Utah

36260Ogden-Clearfield, UT1219199635830.93

Utah

39340Provo-Orem, UT1332220637540.82

Utah

41100St. George, UT879146827260.56

Utah

41620Salt Lake City, UT2187359564510.98

Vermont

72400Burlington-South Burlington, VT NECTA649105618610.87

Virginia

Virginia

16820Charlottesville, VA1346221940120.58

Virginia

25500Harrisonburg, VA758126023180.58

Virginia

31340Lynchburg, VA1173194035210.58

Virginia

40060Richmond, VA2626429476250.96

Virginia

40220Roanoke, VA1142189234580.62

Virginia

44420Staunton-Waynesboro, VA656109820470.25

Virginia

47260Virginia Beach-Norfolk-Newport News, VA-NC2847465181960.87

Virginia

49020Winchester, VA-WV864144126670.31

Virginia

94783Northern Virginia, VA44307285127210.96

Washington

13380Bellingham, WA950159429910.31

Washington

14740Bremerton-Silverdale, WA893148927670.28

Washington

28420Kennewick-Richland, WA821136925460.69

Washington

31020Longview, WA49082615690.49

Washington

34580Mount Vernon-Anacortes, WA58197518260.22

Washington

36500Olympia-Tumwater, WA770127823540.72

Washington

42644Seattle-Bellevue-Everett, WA Metropolitan Division38366348114681

Washington

42660Seattle-Tacoma-Bellevue, WA40456683120390.98

Washington

44060Spokane-Spokane Valley, WA1061171729860.94

Washington

45104Tacoma-Lakewood, WA Metropolitan Division1283208936630.89

Washington

47460Walla Walla, WA2884849060.22

Washington

48300Wenatchee, WA635105819580.63

Washington

49420Yakima, WA822137325560.5

West Virginia

13220Beckley, WV53488416080.76

West Virginia

16620Charleston, WV798131624070.77

West Virginia

26580Huntington-Ashland, WV-KY-OH930154728700.77

West Virginia

34060Morgantown, WV692115021180.4

West Virginia

37620Parkersburg-Vienna, WV45274713580.68

West Virginia

48540Wheeling, WV-OH675111720330.72

Wisconsin

11540Appleton, WI1388231342820.49

Wisconsin

20740Eau Claire, WI1000165930360.34

Wisconsin

22540Fond du Lac, WI704118022050.21

Wisconsin

24580Green Bay, WI1497251247460.61

Wisconsin

27500Janesville-Beloit, WI752124922910.62

Wisconsin

Wisconsin

Wisconsin

33340Milwaukee-Waukesha-West Allis, WI3027492686530.9

Wisconsin

36780Oshkosh-Neenah, WI1115187235130.61

Wisconsin

39540Racine, WI1162192435010.36

Wisconsin

43100Sheboygan, WI902151228230.5

Wisconsin

48140Wausau, WI892148427310.49

Wyoming

16220Casper, WY48581115061

Wyoming

16940Cheyenne, WY36160411350.66
Footnotes:

(1) Sample Based % calculated using Total Private employment due to sampling differences in all government series.