Table Data - All Employees: Other Services in Richmond, VA (MSA)

Title All Employees: Other Services in Richmond, VA (MSA)
Series ID RICH051SRVO
Source U.S. Bureau of Labor Statistics
Release State Employment and Unemployment
Seasonal Adjustment Seasonally Adjusted
Frequency Monthly
Units Thousands of Persons
Date Range 1990-01-01 to 2026-05-01
Last Updated 2026-06-24 9:49 AM CDT
Notes The Federal Reserve Bank of St. Louis seasonally adjusts this series by using the 'statsmodels' library from Python with default parameter settings. The package uses the U.S. Bureau of the Census X-13ARIMA-SEATS Seasonal Adjustment Program. More information on the 'statsmodels' X-13ARIMA-SEATS package can be found here. More information on X-13ARIMA-SEATS can be found here.

Many series include both seasonally adjusted (SA) and not seasonally adjusted (NSA) data. Occasionally, updates to the data will not include sufficient seasonal factors to trigger a seasonal adjustment. In these cases, the NSA series will be updated normally; but the SA series will also be updated with the NSA data. The NSA series can be located here here.

Some seasonally adjusted series may exhibit negative values because they are created from a seasonal adjustment process regardless of the actual meaning or interpretation of the given indicator.
DATE VALUE
1990-01-01 16.5927694311158
1990-02-01 16.6438846730998
1990-03-01 16.7528230488358
1990-04-01 16.5610425885181
1990-05-01 16.5251439917556
1990-06-01 16.6483924519670
1990-07-01 16.6020981111200
1990-08-01 16.5026805434553
1990-09-01 16.6341642184559
1990-10-01 16.4593407093939
1990-11-01 16.5042889434608
1990-12-01 16.4721621180042
1991-01-01 16.8987907751290
1991-02-01 16.9494156181397
1991-03-01 16.6595281878514
1991-04-01 16.2592874905371
1991-05-01 16.4157368931657
1991-06-01 16.4542784226559
1991-07-01 16.2912265914454
1991-08-01 16.4022325584131
1991-09-01 16.2293114277467
1991-10-01 16.4702284421430
1991-11-01 16.3149276952756
1991-12-01 16.2759355147786
1992-01-01 16.0854725273902
1992-02-01 16.0443751142858
1992-03-01 15.9701883665770
1992-04-01 16.0606844914003
1992-05-01 16.0895555238124
1992-06-01 16.0622831003854
1992-07-01 16.0784528476737
1992-08-01 16.0936757490921
1992-09-01 16.1316458866585
1992-10-01 16.3805400534153
1992-11-01 16.3364276608852
1992-12-01 16.3788698833398
1993-01-01 16.4921075115241
1993-02-01 16.4499144432698
1993-03-01 16.3833542505149
1993-04-01 16.5576297327374
1993-05-01 16.6543437701955
1993-06-01 16.5567448037696
1993-07-01 16.7526897722125
1993-08-01 16.7895319080238
1993-09-01 16.8417952085156
1993-10-01 16.6885166047924
1993-11-01 16.7655339237461
1993-12-01 16.7879539661127
1994-01-01 16.7820929260451
1994-02-01 16.9526369894811
1994-03-01 17.0937556155474
1994-04-01 17.1639405703743
1994-05-01 17.1163862252329
1994-06-01 17.2502040062271
1994-07-01 17.3258228642646
1994-08-01 17.2863007049947
1994-09-01 17.4620200117001
1994-10-01 17.3979420427785
1994-11-01 17.3873312115555
1994-12-01 17.5972230854642
1995-01-01 18.2881790436360
1995-02-01 18.5630806671238
1995-03-01 18.2960506910045
1995-04-01 18.1793434173606
1995-05-01 18.3862483284244
1995-06-01 18.4213833839039
1995-07-01 18.3943300740826
1995-08-01 18.5924554757780
1995-09-01 18.5878190165206
1995-10-01 18.6081082207091
1995-11-01 18.6002967571605
1995-12-01 18.5072348895971
1996-01-01 18.8733250216231
1996-02-01 19.0561901418226
1996-03-01 19.3954241837548
1996-04-01 19.4113842839730
1996-05-01 19.3749230972368
1996-06-01 19.3893891574094
1996-07-01 19.4729435711436
1996-08-01 19.4925210063901
1996-09-01 19.4179285914948
1996-10-01 19.7010019968632
1996-11-01 19.6966942606739
1996-12-01 19.5080816867303
1997-01-01 19.8786224780847
1997-02-01 19.8633976612771
1997-03-01 20.0981627999979
1997-04-01 19.9367977096435
1997-05-01 19.9817413353752
1997-06-01 19.9607482365772
1997-07-01 20.0550954280982
1997-08-01 19.9964473520531
1997-09-01 20.0406276437294
1997-10-01 20.1758367092651
1997-11-01 20.2831971234239
1997-12-01 20.2023753712400
1998-01-01 21.0977633289317
1998-02-01 20.9817556632465
1998-03-01 20.9095234288243
1998-04-01 20.8615070499493
1998-05-01 21.0937199239786
1998-06-01 21.1372381642694
1998-07-01 21.0231373044327
1998-08-01 21.0881682348843
1998-09-01 21.0404145023973
1998-10-01 20.9581149081099
1998-11-01 21.0633629032960
1998-12-01 21.1036283439433
1999-01-01 22.1381709043609
1999-02-01 22.3103231534161
1999-03-01 22.2212596391587
1999-04-01 22.2690846720834
1999-05-01 22.2079938799320
1999-06-01 22.3163756319822
1999-07-01 22.5880009853625
1999-08-01 22.3694706027860
1999-09-01 22.4233399285547
1999-10-01 22.5621821496880
1999-11-01 22.4459805483310
1999-12-01 22.5028685658747
2000-01-01 22.2797275642172
2000-02-01 22.4232621012363
2000-03-01 22.6339190137257
2000-04-01 22.5619943911771
2000-05-01 22.5152731788454
2000-06-01 22.6067003444404
2000-07-01 22.6797123059831
2000-08-01 22.6482716620327
2000-09-01 22.7083182478491
2000-10-01 22.6726982170063
2000-11-01 22.5310385293052
2000-12-01 22.6200716439226
2001-01-01 22.4189459860295
2001-02-01 22.4217051714102
2001-03-01 22.4378153974813
2001-04-01 22.4291254763097
2001-05-01 22.7058421381597
2001-06-01 22.5120616198740
2001-07-01 22.5966720436851
2001-08-01 22.5273463350420
2001-09-01 22.6061152610428
2001-10-01 22.5841018691365
2001-11-01 22.7241665885103
2001-12-01 22.6385055672816
2002-01-01 22.8472961039483
2002-02-01 22.9067658285828
2002-03-01 23.1517251948911
2002-04-01 23.0046401999858
2002-05-01 22.8944938745427
2002-06-01 22.8140076504471
2002-07-01 22.8102599542143
2002-08-01 22.9090119179569
2002-09-01 22.9180239575768
2002-10-01 22.8860535647454
2002-11-01 23.0086784015342
2002-12-01 23.0618639620874
2003-01-01 22.9599668438730
2003-02-01 22.9854885626520
2003-03-01 23.1597936740765
2003-04-01 23.4956240906289
2003-05-01 23.8733908590880
2003-06-01 24.3057171283386
2003-07-01 24.6217663600041
2003-08-01 24.6759018081391
2003-09-01 25.2176593383067
2003-10-01 25.5797109484639
2003-11-01 26.0993871360968
2003-12-01 26.3842756789448
2004-01-01 26.9344535921037
2004-02-01 27.5025104814956
2004-03-01 28.0211788446886
2004-04-01 27.7980627392411
2004-05-01 27.8523299834151
2004-06-01 27.6622073164234
2004-07-01 27.5004438864746
2004-08-01 27.6294590994206
2004-09-01 27.5081638946871
2004-10-01 27.5677425423627
2004-11-01 27.5099768117248
2004-12-01 27.6076798817255
2005-01-01 27.8548149162346
2005-02-01 27.8833220628821
2005-03-01 27.8124752503881
2005-04-01 29.6066068538745
2005-05-01 29.5675174004470
2005-06-01 29.7552129492298
2005-07-01 27.9146517258406
2005-08-01 27.8922223566360
2005-09-01 27.8763337572551
2005-10-01 28.0547648989188
2005-11-01 27.9406342892908
2005-12-01 27.8172868820063
2006-01-01 27.3348149806947
2006-02-01 27.1676724768389
2006-03-01 27.2980993118590
2006-04-01 27.2150967291762
2006-05-01 27.5192390977931
2006-06-01 27.5001522331739
2006-07-01 28.8864315936752
2006-08-01 28.7623116018357
2006-09-01 29.4519317316019
2006-10-01 28.5535647433946
2006-11-01 30.1637522230842
2006-12-01 29.6453023889904
2007-01-01 28.0243735917950
2007-02-01 27.8685550161880
2007-03-01 28.2720857318510
2007-04-01 29.0190189662404
2007-05-01 28.8490378880513
2007-06-01 29.0144283133495
2007-07-01 28.9809964483135
2007-08-01 29.3505024984583
2007-09-01 28.7345121598815
2007-10-01 28.4447298983047
2007-11-01 28.4657508353271
2007-12-01 28.6570298679886
2008-01-01 28.8086706932259
2008-02-01 28.9979378465326
2008-03-01 29.0681196783467
2008-04-01 28.3002454981390
2008-05-01 27.2639604578740
2008-06-01 27.3382025282279
2008-07-01 29.2586661192627
2008-08-01 29.7603578323278
2008-09-01 30.4386424656411
2008-10-01 29.5456681679141
2008-11-01 29.6639278199360
2008-12-01 29.7883368368047
2009-01-01 28.5803462271006
2009-02-01 28.4170360880734
2009-03-01 28.3532956708035
2009-04-01 28.2734327232337
2009-05-01 28.1575295125576
2009-06-01 28.0351222063911
2009-07-01 28.1883596543249
2009-08-01 27.7937215696856
2009-09-01 28.6477872476820
2009-10-01 27.9169072583393
2009-11-01 27.9459975224910
2009-12-01 27.6893105403661
2010-01-01 27.8544358392120
2010-02-01 27.8607523735385
2010-03-01 28.2778646076031
2010-04-01 27.7494182431162
2010-05-01 27.8409075626844
2010-06-01 27.8323215886279
2010-07-01 27.7881751580303
2010-08-01 27.7099122710853
2010-09-01 27.7518003889167
2010-10-01 27.8764366148240
2010-11-01 27.8136398895847
2010-12-01 27.8964521711910
2011-01-01 27.8667193687423
2011-02-01 27.8255821472783
2011-03-01 27.9142478351111
2011-04-01 27.9474404687802
2011-05-01 27.9121923138455
2011-06-01 27.8128915473676
2011-07-01 27.6887199786901
2011-08-01 27.7177136580115
2011-09-01 27.6280065439350
2011-10-01 27.6350293879225
2011-11-01 27.6914450218329
2011-12-01 27.9947505750320
2012-01-01 27.7869791190170
2012-02-01 27.7883837278006
2012-03-01 27.9631875728718
2012-04-01 28.2594037020245
2012-05-01 28.4797328524824
2012-06-01 28.3904781671269
2012-07-01 28.2691470573490
2012-08-01 28.3983902721443
2012-09-01 28.4973538599332
2012-10-01 28.6239212143275
2012-11-01 28.7787205738707
2012-12-01 28.3893178282573
2013-01-01 28.2111155878614
2013-02-01 28.3260561773235
2013-03-01 28.2876071614647
2013-04-01 28.3914212438430
2013-05-01 28.4753667721496
2013-06-01 28.4825307096202
2013-07-01 28.7542106384528
2013-08-01 28.7699876154024
2013-09-01 28.7765707716898
2013-10-01 28.7299418378885
2013-11-01 28.7789528273593
2013-12-01 28.7758731835061
2014-01-01 28.7164333595822
2014-02-01 28.7268264120116
2014-03-01 28.7898057789681
2014-04-01 28.8368209198302
2014-05-01 28.8903823148902
2014-06-01 28.9963313859062
2014-07-01 28.9259785503455
2014-08-01 28.8598474257943
2014-09-01 28.9739749984378
2014-10-01 28.8346658982035
2014-11-01 28.8751750170333
2014-12-01 28.9616217305826
2015-01-01 29.1154115032433
2015-02-01 29.1037642783005
2015-03-01 29.1715518339516
2015-04-01 28.9810577727126
2015-05-01 29.2247872090821
2015-06-01 29.1047645276473
2015-07-01 29.0975259440329
2015-08-01 29.3664828501638
2015-09-01 29.3947150171703
2015-10-01 29.4288686270196
2015-11-01 29.5723940188231
2015-12-01 29.5504994354626
2016-01-01 29.5088776943474
2016-02-01 29.5632704913985
2016-03-01 29.6342403444094
2016-04-01 30.0260758846973
2016-05-01 29.8668417887771
2016-06-01 29.7136674361247
2016-07-01 30.0785018330713
2016-08-01 30.0763013543597
2016-09-01 30.0265279482275
2016-10-01 30.1082626204277
2016-11-01 30.1528711847690
2016-12-01 30.0324808774358
2017-01-01 30.5059541520774
2017-02-01 30.4361513060763
2017-03-01 30.6182408129832
2017-04-01 30.2548999804322
2017-05-01 30.1206615045202
2017-06-01 30.1186228028915
2017-07-01 30.1820315699891
2017-08-01 30.0935900149825
2017-09-01 30.2617022607293
2017-10-01 30.2680062273683
2017-11-01 30.1228194465417
2017-12-01 30.2242280472075
2018-01-01 30.1775525773492
2018-02-01 30.2066338752688
2018-03-01 30.3147749820833
2018-04-01 30.3657051945922
2018-05-01 30.3563059412609
2018-06-01 30.5469891850620
2018-07-01 30.5008938571840
2018-08-01 30.4010480712658
2018-09-01 30.2926697698304
2018-10-01 30.3113685814318
2018-11-01 30.3780861937184
2018-12-01 30.3071423776288
2019-01-01 30.2658555861931
2019-02-01 30.5078973075428
2019-03-01 30.6490287593442
2019-04-01 30.4527595915821
2019-05-01 30.5661377886198
2019-06-01 30.6756611703306
2019-07-01 30.5239588095085
2019-08-01 30.5053260908057
2019-09-01 30.5264911932036
2019-10-01 30.4730229826448
2019-11-01 30.5364251237302
2019-12-01 30.5931232246674
2020-01-01 30.7598617162100
2020-02-01 30.9148596525906
2020-03-01 30.5834487918646
2020-04-01 24.7004549194904
2020-05-01 25.6334652527824
2020-06-01 26.9298287986157
2020-07-01 27.5920858136299
2020-08-01 27.9419254295802
2020-09-01 28.2536432076975
2020-10-01 28.4744489926084
2020-11-01 28.6241382944835
2020-12-01 28.6584388126817
2021-01-01 28.9304024290370
2021-02-01 28.7904951267041
2021-03-01 29.0940475614047
2021-04-01 29.3920564095391
2021-05-01 29.5110131456243
2021-06-01 29.3321828806392
2021-07-01 29.4990114522162
2021-08-01 29.7448917151818
2021-09-01 29.6748790200507
2021-10-01 30.1675491705522
2021-11-01 30.3093092115886
2021-12-01 30.2406335242291
2022-01-01 30.1397174187111
2022-02-01 30.4006738823815
2022-03-01 30.3017784783642
2022-04-01 30.7702869829359
2022-05-01 30.8764560385834
2022-06-01 30.9345706673515
2022-07-01 31.1144717248759
2022-08-01 31.1596651199381
2022-09-01 31.1776168354772
2022-10-01 31.2812688049369
2022-11-01 31.5197887581236
2022-12-01 31.7227743131322
2023-01-01 31.9624867197632
2023-02-01 32.0064618091553
2023-03-01 32.0769424099661
2023-04-01 32.3675277661652
2023-05-01 32.4660755708795
2023-06-01 32.6223747244661
2023-07-01 32.7186192394387
2023-08-01 32.4697035267654
2023-09-01 32.7628997678813
2023-10-01 32.8081696512286
2023-11-01 32.8336927477806
2023-12-01 33.1244354230983
2024-01-01 33.0739509637886
2024-02-01 33.3124635796908
2024-03-01 33.3262124770135
2024-04-01 33.0787426776297
2024-05-01 33.0666381989983
2024-06-01 33.1074636195075
2024-07-01 32.9292714651404
2024-08-01 32.9803015689519
2024-09-01 33.1336054291414
2024-10-01 33.2455584469726
2024-11-01 33.2595980178878
2024-12-01 32.9285816494094
2025-01-01 33.1648410205903
2025-02-01 33.1991437965138
2025-03-01 33.3611709103063
2025-04-01 33.4063727005510
2025-05-01 33.5927946935683
2025-06-01 33.5980860200695
2025-07-01 33.6339106686555
2025-08-01 33.7788193404565
2025-09-01 33.7984521956630
2025-10-01 33.5592400003905
2025-11-01 33.5685053307443
2025-12-01 33.5453728596934
2026-01-01 33.6616821425960
2026-02-01 33.5049414070466
2026-03-01 33.6253782808756
2026-04-01 33.4204250116520
2026-05-01 33.3030086854826

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