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 2026-04-01
Last Updated 2026-05-26 2:53 PM 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 16.5927693473908
1990-02-01 16.6438844781308
1990-03-01 16.7528222892079
1990-04-01 16.5610422370437
1990-05-01 16.5251440136696
1990-06-01 16.6483926071429
1990-07-01 16.6020984213537
1990-08-01 16.5026809745603
1990-09-01 16.6341646913815
1990-10-01 16.4593411530133
1990-11-01 16.5042890221315
1990-12-01 16.4721618445586
1991-01-01 16.8987905859496
1991-02-01 16.9494152429436
1991-03-01 16.6595274193727
1991-04-01 16.2592869064678
1991-05-01 16.4157367218636
1991-06-01 16.4542784687602
1991-07-01 16.2912269084441
1991-08-01 16.4022332805232
1991-09-01 16.2293125284860
1991-10-01 16.4702299833441
1991-11-01 16.3149256699814
1991-12-01 16.2759374363470
1992-01-01 16.0854710418292
1992-02-01 16.0443744465633
1992-03-01 15.9701874122773
1992-04-01 16.0606835896714
1992-05-01 16.0895551078299
1992-06-01 16.0622830843564
1992-07-01 16.0784532963574
1992-08-01 16.0936768724011
1992-09-01 16.1316477273652
1992-10-01 16.3805427228319
1992-11-01 16.3364234610399
1992-12-01 16.3788745502310
1993-01-01 16.4921045000913
1993-02-01 16.4499133056597
1993-03-01 16.3833527720192
1993-04-01 16.5576283893922
1993-05-01 16.6543430354889
1993-06-01 16.5567447033933
1993-07-01 16.7526903842055
1993-08-01 16.7895335271990
1993-09-01 16.8417979946094
1993-10-01 16.6885204190132
1993-11-01 16.7655273161091
1993-12-01 16.7879620152811
1994-01-01 16.7820882465812
1994-02-01 16.9526352542075
1994-03-01 17.0937537069668
1994-04-01 17.1639387740491
1994-05-01 17.1163851795118
1994-06-01 17.2502038124943
1994-07-01 17.3258235976323
1994-08-01 17.2863025393367
1994-09-01 17.4620231938486
1994-10-01 17.3979462284200
1994-11-01 17.3873246416789
1994-12-01 17.5972332878305
1995-01-01 18.2881730023521
1995-02-01 18.5630780822593
1995-03-01 18.2960482538940
1995-04-01 18.1793413101894
1995-05-01 18.3862470235524
1995-06-01 18.4213830748721
1995-07-01 18.3943307952692
1995-08-01 18.5924574036511
1995-09-01 18.5878224997294
1995-10-01 18.6081127790746
1995-11-01 18.6002899898388
1995-12-01 18.5072467020529
1996-01-01 18.8733184648974
1996-02-01 19.0561870430125
1996-03-01 19.3954216354199
1996-04-01 19.4113822625757
1996-05-01 19.3749218681222
1996-06-01 19.3893889280063
1996-07-01 19.4729440963459
1996-08-01 19.4925225413353
1996-09-01 19.4179312068708
1996-10-01 19.7010055464013
1996-11-01 19.6966896372721
1996-12-01 19.5080919670148
1997-01-01 19.8786173566135
1997-02-01 19.8633946078020
1997-03-01 20.0981610970939
1997-04-01 19.9367964782322
1997-05-01 19.9817406086613
1997-06-01 19.9607481022807
1997-07-01 20.0550953699818
1997-08-01 19.9964478935008
1997-09-01 20.0406285263471
1997-10-01 20.1758381025403
1997-11-01 20.2831940888459
1997-12-01 20.2023822349531
1998-01-01 21.0977611804963
1998-02-01 20.9817542299848
1998-03-01 20.9095244443535
1998-04-01 20.8615080432899
1998-05-01 21.0937186039206
1998-06-01 21.1372384927977
1998-07-01 21.0231365238217
1998-08-01 21.0881675542308
1998-09-01 21.0404125173052
1998-10-01 20.9581123706953
1998-11-01 21.0633596104529
1998-12-01 21.1036320608006
1999-01-01 22.1381673074403
1999-02-01 22.3103181369030
1999-03-01 22.2212904334921
1999-04-01 22.2690826988495
1999-05-01 22.2079876615320
1999-06-01 22.3163735451398
1999-07-01 22.5879974900939
1999-08-01 22.3694667122909
1999-09-01 22.4233339500164
1999-10-01 22.5621756272255
1999-11-01 22.4459739985617
1999-12-01 22.5028729218915
2000-01-01 22.2797242472653
2000-02-01 22.4232570224806
2000-03-01 22.6339824748702
2000-04-01 22.5619895912036
2000-05-01 22.5152602429301
2000-06-01 22.6066926640283
2000-07-01 22.6797028035879
2000-08-01 22.6482631883781
2000-09-01 22.7083065647570
2000-10-01 22.6726877669366
2000-11-01 22.5310301862239
2000-12-01 22.6200789098253
2001-01-01 22.4189426552047
2001-02-01 22.4217099221651
2001-03-01 22.4379181072115
2001-04-01 22.4291114167317
2001-05-01 22.7058176995589
2001-06-01 22.5120423760913
2001-07-01 22.5966520864929
2001-08-01 22.5273298980669
2001-09-01 22.6060962651664
2001-10-01 22.5840877490341
2001-11-01 22.7241597167112
2001-12-01 22.6385194877517
2002-01-01 22.8473061452501
2002-02-01 22.9068041799277
2002-03-01 23.1518734082415
2002-04-01 23.0045895815149
2002-05-01 22.8944412114481
2002-06-01 22.8139667972389
2002-07-01 22.8102279846765
2002-08-01 22.9089894017356
2002-09-01 22.9180029830457
2002-10-01 22.8860446795780
2002-11-01 23.0086845843254
2002-12-01 23.0618966882574
2003-01-01 22.9599967737024
2003-02-01 22.9855596032048
2003-03-01 23.1599746765048
2003-04-01 23.4955198992795
2003-05-01 23.8732901734457
2003-06-01 24.3056324195759
2003-07-01 24.6217085920028
2003-08-01 24.6759098186049
2003-09-01 25.2176372790664
2003-10-01 25.5797099957912
2003-11-01 26.0994256571890
2003-12-01 26.3843479998068
2004-01-01 26.9345326538460
2004-02-01 27.5026394864533
2004-03-01 28.0214226048023
2004-04-01 27.7977983782821
2004-05-01 27.8521547825252
2004-06-01 27.6620602448408
2004-07-01 27.5003507889836
2004-08-01 27.6295301600305
2004-09-01 27.5081410636204
2004-10-01 27.5677579834838
2004-11-01 27.5100674268709
2004-12-01 27.6078232309944
2005-01-01 27.8550041370273
2005-02-01 27.8835269776900
2005-03-01 27.8127411826466
2005-04-01 29.6058782681853
2005-05-01 29.5673226065619
2005-06-01 29.7550486908680
2005-07-01 27.9145616941293
2005-08-01 27.8923890327795
2005-09-01 27.8763313612249
2005-10-01 28.0548031423440
2005-11-01 27.9407720729485
2005-12-01 27.8174920924008
2006-01-01 27.3351009506484
2006-02-01 27.1679252198769
2006-03-01 27.2983664890659
2006-04-01 27.2140181310735
2006-05-01 27.5190558252967
2006-06-01 27.5000102633731
2006-07-01 28.8863589523615
2006-08-01 28.7625734627147
2006-09-01 29.4519646729738
2006-10-01 28.5536359047164
2006-11-01 30.1639378379323
2006-12-01 29.6455690716998
2007-01-01 28.0247353508684
2007-02-01 27.8688213825621
2007-03-01 28.2723407533003
2007-04-01 29.0175481043770
2007-05-01 28.8488701552237
2007-06-01 29.0143101661543
2007-07-01 28.9809580686947
2007-08-01 29.3508447323607
2007-09-01 28.7345850364129
2007-10-01 28.4448236158609
2007-11-01 28.4659301574655
2007-12-01 28.6572801747187
2008-01-01 28.8090224921686
2008-02-01 28.9981626408050
2008-03-01 29.0683292006000
2008-04-01 28.2988383512634
2008-05-01 27.2638235635291
2008-06-01 27.3381155748437
2008-07-01 29.2586487561509
2008-08-01 29.7607028218680
2008-09-01 30.4387370392044
2008-10-01 29.5457717217187
2008-11-01 29.6640909196535
2008-12-01 29.7885659908772
2009-01-01 28.5806486033702
2009-02-01 28.4172149798886
2009-03-01 28.3534419319705
2009-04-01 28.2721624168329
2009-05-01 28.1574400461672
2009-06-01 28.0350820308288
2009-07-01 28.1883757343653
2009-08-01 27.7939895896176
2009-09-01 28.6478850550527
2009-10-01 27.9169970034675
2009-11-01 27.9461033201017
2009-12-01 27.6894559958835
2010-01-01 27.8546190224479
2010-02-01 27.8608605037312
2010-03-01 28.2779453316417
2010-04-01 27.7485944620469
2010-05-01 27.8408339360293
2010-06-01 27.8322944378679
2010-07-01 27.7881922108879
2010-08-01 27.7100900487442
2010-09-01 27.7518801560180
2010-10-01 27.8765078343027
2010-11-01 27.8136995676673
2010-12-01 27.8965366622848
2011-01-01 27.8667974826538
2011-02-01 27.8256315575359
2011-03-01 27.9142716713569
2011-04-01 27.9470416590296
2011-05-01 27.9121327583311
2011-06-01 27.8128688658820
2011-07-01 27.6887284771175
2011-08-01 27.7178135289848
2011-09-01 27.6280609673344
2011-10-01 27.6350732777884
2011-11-01 27.6914683656477
2011-12-01 27.9947814741964
2012-01-01 27.7869707211389
2012-02-01 27.7883858199937
2012-03-01 27.9631808256584
2012-04-01 28.2593688254273
2012-05-01 28.4796804560995
2012-06-01 28.3904480478696
2012-07-01 28.2691343890726
2012-08-01 28.3984249150258
2012-09-01 28.4973702818462
2012-10-01 28.6239361054634
2012-11-01 28.7787245633322
2012-12-01 28.3893346420067
2013-01-01 28.2111011314067
2013-02-01 28.3260691291463
2013-03-01 28.2876099920575
2013-04-01 28.3914376708258
2013-05-01 28.4753471798227
2013-06-01 28.4825159074689
2013-07-01 28.7542033670975
2013-08-01 28.7699847751531
2013-09-01 28.7765674554305
2013-10-01 28.7299375006016
2013-11-01 28.7789412509791
2013-12-01 28.7758825344696
2014-01-01 28.7164408888972
2014-02-01 28.7268301434555
2014-03-01 28.7898294523412
2014-04-01 28.8368618593066
2014-05-01 28.8903712238362
2014-06-01 28.9963118742506
2014-07-01 28.9259659701176
2014-08-01 28.8598305597291
2014-09-01 28.9739533454508
2014-10-01 28.8346439246776
2014-11-01 28.8751540600340
2014-12-01 28.9616340633617
2015-01-01 29.1154568308781
2015-02-01 29.1037708623325
2015-03-01 29.1716201266779
2015-04-01 28.9811039992139
2015-05-01 29.2247692722436
2015-06-01 29.1047511143755
2015-07-01 29.0974817693432
2015-08-01 29.3664268898842
2015-09-01 29.3946554596977
2015-10-01 29.4288169921258
2015-11-01 29.5723621647446
2015-12-01 29.5505293849747
2016-01-01 29.5089908952081
2016-02-01 29.5633180004673
2016-03-01 29.6343922554486
2016-04-01 30.0261527743918
2016-05-01 29.8668214981115
2016-06-01 29.7136468007454
2016-07-01 30.0783841607182
2016-08-01 30.0761539061238
2016-09-01 30.0263721333526
2016-10-01 30.1081276891885
2016-11-01 30.1527969171178
2016-12-01 30.0325308513867
2017-01-01 30.5061778993415
2017-02-01 30.4363252441170
2017-03-01 30.6187133032896
2017-04-01 30.2550613873408
2017-05-01 30.1206592328161
2017-06-01 30.1184960860629
2017-07-01 30.1816764710550
2017-08-01 30.0932624181071
2017-09-01 30.2614044896926
2017-10-01 30.2677711168053
2017-11-01 30.1227051653346
2017-12-01 30.2243232168291
2018-01-01 30.1779242456320
2018-02-01 30.2069858796312
2018-03-01 30.3156403513454
2018-04-01 30.3660365903613
2018-05-01 30.3563813257482
2018-06-01 30.5467531740370
2018-07-01 30.5003069120894
2018-08-01 30.4005373876839
2018-09-01 30.2918237477503
2018-10-01 30.3109521874867
2018-11-01 30.3780370901451
2018-12-01 30.3072001861551
2019-01-01 30.2662670122327
2019-02-01 30.5083535037107
2019-03-01 30.6512591196495
2019-04-01 30.4531770935784
2019-05-01 30.5662123077728
2019-06-01 30.6752345957585
2019-07-01 30.5230456107309
2019-08-01 30.5045064711204
2019-09-01 30.5249622832229
2019-10-01 30.4723283814368
2019-11-01 30.5363805843334
2019-12-01 30.5931422221668
2020-01-01 30.7603561178089
2020-02-01 30.9155676438746
2020-03-01 30.5870470796804
2020-04-01 24.7010306312077
2020-05-01 25.6337102240404
2020-06-01 26.9295475768028
2020-07-01 27.5913200199956
2020-08-01 27.9394474508270
2020-09-01 28.2516674758288
2020-10-01 28.4734618512888
2020-11-01 28.6239564614505
2020-12-01 28.6581890965375
2021-01-01 28.9306218997382
2021-02-01 28.7925283210141
2021-03-01 29.1013230045985
2021-04-01 29.3923375362163
2021-05-01 29.5107785956873
2021-06-01 29.3312456750488
2021-07-01 29.4975150246561
2021-08-01 29.7396952467671
2021-09-01 29.6721291180423
2021-10-01 30.1660974479411
2021-11-01 30.3092087651911
2021-12-01 30.2400101678942
2022-01-01 30.1410686982565
2022-02-01 30.4057094882789
2022-03-01 30.3132410584717
2022-04-01 30.7705838884116
2022-05-01 30.8753917896302
2022-06-01 30.9321642843951
2022-07-01 31.1112148510280
2022-08-01 31.1505240387999
2022-09-01 31.1730445091541
2022-10-01 31.2784709378179
2022-11-01 31.5193382805159
2022-12-01 31.7220329321641
2023-01-01 31.9664708396953
2023-02-01 32.0179016209370
2023-03-01 32.0988611815128
2023-04-01 32.3702478203012
2023-05-01 32.4572458543479
2023-06-01 32.6142396357296
2023-07-01 32.7111726802413
2023-08-01 32.4571852201227
2023-09-01 32.7564717728799
2023-10-01 32.8043643499238
2023-11-01 32.8337441435503
2023-12-01 33.1252041095836
2024-01-01 33.0827728820907
2024-02-01 33.3311324540679
2024-03-01 33.3562927992933
2024-04-01 33.0843881240796
2024-05-01 33.0500371454270
2024-06-01 33.0929441515869
2024-07-01 32.9176903458100
2024-08-01 32.9643450356286
2024-09-01 33.1256813455654
2024-10-01 33.2407576515301
2024-11-01 33.2599759765491
2024-12-01 32.9313829164012
2025-01-01 33.1779767863158
2025-02-01 33.2247759423689
2025-03-01 33.4002813437697
2025-04-01 33.4148583317805
2025-05-01 33.5656182233204
2025-06-01 33.5762465046198
2025-07-01 33.6178384679818
2025-08-01 33.7610791124679
2025-09-01 33.7896723299249
2025-10-01 33.5544409075400
2025-11-01 33.5701029906278
2025-12-01 33.5505009948550
2026-01-01 33.6791344940523
2026-02-01 33.5349304136857
2026-03-01 33.6673862819379
2026-04-01 33.5303932009994

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