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 2026-06-01
Last Updated 2026-07-22 9:32 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 16.5927691887215
1990-02-01 16.6438841087503
1990-03-01 16.7528208534889
1990-04-01 16.5610415717493
1990-05-01 16.5251440568041
1990-06-01 16.6483929038625
1990-07-01 16.6020990121683
1990-08-01 16.5026817938127
1990-09-01 16.6341655885684
1990-10-01 16.4593419853306
1990-11-01 16.5042891696841
1990-12-01 16.4721613235059
1991-01-01 16.8987902262832
1991-02-01 16.9494145302870
1991-03-01 16.6595259660461
1991-04-01 16.2592857978515
1991-05-01 16.4157363972808
1991-06-01 16.4542785591648
1991-07-01 16.2912275142340
1991-08-01 16.4022346554585
1991-09-01 16.2293146210308
1991-10-01 16.4702329029715
1991-11-01 16.3149218141975
1991-12-01 16.2759410798352
1992-01-01 16.0854682311523
1992-02-01 16.0443731708160
1992-03-01 15.9701856103024
1992-04-01 16.0606818614391
1992-05-01 16.0895543183712
1992-06-01 16.0622830566531
1992-07-01 16.0784541539439
1992-08-01 16.0936790131159
1992-09-01 16.1316512331947
1992-10-01 16.3805477999394
1992-11-01 16.3364154847036
1992-12-01 16.3788833846732
1993-01-01 16.4920988188436
1993-02-01 16.4499111392965
1993-03-01 16.3833499515974
1993-04-01 16.5576257867775
1993-05-01 16.6543416333912
1993-06-01 16.5567445063907
1993-07-01 16.7526915441505
1993-08-01 16.7895366063726
1993-09-01 16.8418033763807
1993-10-01 16.6885276861046
1993-11-01 16.7655147810539
1993-12-01 16.7879772679831
1994-01-01 16.7820794201351
1994-02-01 16.9526319333528
1994-03-01 17.0937500181265
1994-04-01 17.1639352434839
1994-05-01 17.1163831620200
1994-06-01 17.2502034300973
1994-07-01 17.3258250011533
1994-08-01 17.2863060510677
1994-09-01 17.4620294295333
1994-10-01 17.3979542274933
1994-11-01 17.3873122066321
1994-12-01 17.5972526237676
1995-01-01 18.2881616262158
1995-02-01 18.5630731956520
1995-03-01 18.2960436034780
1995-04-01 18.1793365043581
1995-05-01 18.3862446470346
1995-06-01 18.4213826185742
1995-07-01 18.3943323217495
1995-08-01 18.5924612210322
1995-09-01 18.5878294889506
1995-10-01 18.6081215181213
1995-11-01 18.6002771412952
1995-12-01 18.5072690220215
1996-01-01 18.8733060068837
1996-02-01 19.0561812346269
1996-03-01 19.3954167056663
1996-04-01 19.4113766546394
1996-05-01 19.3749195117048
1996-06-01 19.3893885106954
1996-07-01 19.4729458573796
1996-08-01 19.4925259740452
1996-09-01 19.4179373960882
1996-10-01 19.7010128933870
1996-11-01 19.6966819706221
1996-12-01 19.5081118843195
1997-01-01 19.8786056598681
1997-02-01 19.8633880740656
1997-03-01 20.0981564575138
1997-04-01 19.9367903153781
1997-05-01 19.9817384945602
1997-06-01 19.9607479305905
1997-07-01 20.0550975175940
1997-08-01 19.9964510743768
1997-09-01 20.0406340953465
1997-10-01 20.1758438619240
1997-11-01 20.2831920723591
1997-12-01 20.2023964067821
1998-01-01 21.0977514154660
1998-02-01 20.9817467924474
1998-03-01 20.9095196569273
1998-04-01 20.8615009832309
1998-05-01 21.0937176794158
1998-06-01 21.1372380694354
1998-07-01 21.0231389825622
1998-08-01 21.0881705055302
1998-09-01 21.0404179290013
1998-10-01 20.9581181905930
1998-11-01 21.0633659287716
1998-12-01 21.1036383970587
1999-01-01 22.1381639630276
1999-02-01 22.3103157338621
1999-03-01 22.2212589914037
1999-04-01 22.2690798657291
1999-05-01 22.2079922728104
1999-06-01 22.3163757418384
1999-07-01 22.5880021818581
1999-08-01 22.3694719968846
1999-09-01 22.4233419621634
1999-10-01 22.5621844713108
1999-11-01 22.4459825522177
1999-12-01 22.5028729008620
2000-01-01 22.2797243936370
2000-02-01 22.4232576370864
2000-03-01 22.6339205327062
2000-04-01 22.5619915363351
2000-05-01 22.5152716082022
2000-06-01 22.6067001304544
2000-07-01 22.6797128196932
2000-08-01 22.6482728296320
2000-09-01 22.7083190230284
2000-10-01 22.6726997048838
2000-11-01 22.5310395838138
2000-12-01 22.6200723901751
2001-01-01 22.4189442630403
2001-02-01 22.4217053028520
2001-03-01 22.4378179933380
2001-04-01 22.4291226175452
2001-05-01 22.7058396931819
2001-06-01 22.5120607012036
2001-07-01 22.5966720122730
2001-08-01 22.5273477610093
2001-09-01 22.6061157467271
2001-10-01 22.5841026837768
2001-11-01 22.7241667957195
2001-12-01 22.6385050930467
2002-01-01 22.8472963622640
2002-02-01 22.9067709232425
2002-03-01 23.1517291809771
2002-04-01 23.0046344901364
2002-05-01 22.8944871856076
2002-06-01 22.8140012485753
2002-07-01 22.8102641652463
2002-08-01 22.9090163426891
2002-09-01 22.9180252489305
2002-10-01 22.8860541311574
2002-11-01 23.0086785069717
2002-12-01 23.0618640532042
2003-01-01 22.9599664002479
2003-02-01 22.9854971133892
2003-03-01 23.1597979249143
2003-04-01 23.4956138903741
2003-05-01 23.8733789744988
2003-06-01 24.3057030787979
2003-07-01 24.6217852643071
2003-08-01 24.6759111193765
2003-09-01 25.2176706749758
2003-10-01 25.5796850258499
2003-11-01 26.0993925665256
2003-12-01 26.3842749541569
2004-01-01 26.9344659833720
2004-02-01 27.5025125716041
2004-03-01 28.0211855138345
2004-04-01 27.7980504145668
2004-05-01 27.8523114892379
2004-06-01 27.6621831833350
2004-07-01 27.5004808961937
2004-08-01 27.6294777805206
2004-09-01 27.5081856872457
2004-10-01 27.5676845789554
2004-11-01 27.5099862761722
2004-12-01 27.6076761443362
2005-01-01 27.8548382004685
2005-02-01 27.8833153558878
2005-03-01 27.8124841723589
2005-04-01 29.6065981294175
2005-05-01 29.5674956130877
2005-06-01 29.7551807425015
2005-07-01 27.9147039482387
2005-08-01 27.8922490803720
2005-09-01 27.8763667292233
2005-10-01 28.0546728338381
2005-11-01 27.9406438122073
2005-12-01 27.8172743351760
2006-01-01 27.3348533695960
2006-02-01 27.1676576414657
2006-03-01 27.2981126097296
2006-04-01 27.2150954748391
2006-05-01 27.5192183768120
2006-06-01 27.5001180355674
2006-07-01 28.8864878247947
2006-08-01 28.7623495227568
2006-09-01 29.4519705570199
2006-10-01 28.5534641599510
2006-11-01 30.1637536537168
2006-12-01 29.6452788857572
2007-01-01 28.0244150738560
2007-02-01 27.8685392209388
2007-03-01 28.2721023242046
2007-04-01 29.0190242189457
2007-05-01 28.8490193525276
2007-06-01 29.0143936585394
2007-07-01 28.9810493412198
2007-08-01 29.3505452179508
2007-09-01 28.7345544095249
2007-10-01 28.4446248415278
2007-11-01 28.4657461292099
2007-12-01 28.6569991952429
2008-01-01 28.8087169968131
2008-02-01 28.9979201615662
2008-03-01 29.0681380136259
2008-04-01 28.3002564890038
2008-05-01 27.2639485001395
2008-06-01 27.3381768115021
2008-07-01 29.2587005501303
2008-08-01 29.7604006656888
2008-09-01 30.4386789725651
2008-10-01 29.5455874198987
2008-11-01 29.6639150013036
2008-12-01 29.7883034453468
2009-01-01 28.5803780133719
2009-02-01 28.4170273968784
2009-03-01 28.3533110584060
2009-04-01 28.2734444357121
2009-05-01 28.1575226011337
2009-06-01 28.0351043765841
2009-07-01 28.1883769719770
2009-08-01 27.7937539183014
2009-09-01 28.6478125209681
2009-10-01 27.9168618562790
2009-11-01 27.9459819127829
2009-12-01 27.6892817112662
2010-01-01 27.8544541133143
2010-02-01 27.8607532449603
2010-03-01 28.2778764206534
2010-04-01 27.7494259629836
2010-05-01 27.8409035074930
2010-06-01 27.8323100723679
2010-07-01 27.7881779375391
2010-08-01 27.7099364660481
2010-09-01 27.7518146037308
2010-10-01 27.8764247940167
2010-11-01 27.8136253486789
2010-12-01 27.8964320980353
2011-01-01 27.8667206615918
2011-02-01 27.8255893267990
2011-03-01 27.9142534528102
2011-04-01 27.9474425119160
2011-05-01 27.9121896667990
2011-06-01 27.8128849731188
2011-07-01 27.6887206937857
2011-08-01 27.7177271925533
2011-09-01 27.6280170325260
2011-10-01 27.6350251376292
2011-11-01 27.6914402868567
2011-12-01 27.9947413835873
2012-01-01 27.7869775228381
2012-02-01 27.7883896841541
2012-03-01 27.9631919900373
2012-04-01 28.2593847807061
2012-05-01 28.4797361332228
2012-06-01 28.3904805630290
2012-07-01 28.2691417144282
2012-08-01 28.3983993355190
2012-09-01 28.4973620750222
2012-10-01 28.6239249532987
2012-11-01 28.7787255282295
2012-12-01 28.3893178233624
2013-01-01 28.2111094249882
2013-02-01 28.3260579935878
2013-03-01 28.2876083900770
2013-04-01 28.3913728035875
2013-05-01 28.4753716342173
2013-06-01 28.4825659428681
2013-07-01 28.7542016699538
2013-08-01 28.7699933953326
2013-09-01 28.7765768377431
2013-10-01 28.7299477679101
2013-11-01 28.7789576935575
2013-12-01 28.7758811681783
2014-01-01 28.7164353945242
2014-02-01 28.7268235218727
2014-03-01 28.7897722813438
2014-04-01 28.8367458537047
2014-05-01 28.8903942424821
2014-06-01 28.9964067917039
2014-07-01 28.9259726668242
2014-08-01 28.8598648905375
2014-09-01 28.9739937652549
2014-10-01 28.8346834788064
2014-11-01 28.8751866090452
2014-12-01 28.9616330707447
2015-01-01 29.1154026425394
2015-02-01 29.1037209517572
2015-03-01 29.1714346328440
2015-04-01 28.9809260762430
2015-05-01 29.2247576095870
2015-06-01 29.1050381397040
2015-07-01 29.0975188659599
2015-08-01 29.3665227280636
2015-09-01 29.3947715425268
2015-10-01 29.4289257459598
2015-11-01 29.5724257417545
2015-12-01 29.5505084699425
2016-01-01 29.5088290678591
2016-02-01 29.5631339890448
2016-03-01 29.6339752616775
2016-04-01 30.0258313458307
2016-05-01 29.8667344780971
2016-06-01 29.7141164349613
2016-07-01 30.0785268304550
2016-08-01 30.0764345909237
2016-09-01 30.0267241022492
2016-10-01 30.1084791893561
2016-11-01 30.1530376690452
2016-12-01 30.0325599715940
2017-01-01 30.5058797031095
2017-02-01 30.4356276292088
2017-03-01 30.6176596567720
2017-04-01 30.2541886398282
2017-05-01 30.1205562824231
2017-06-01 30.1191625994076
2017-07-01 30.1823569395691
2017-08-01 30.0939864050430
2017-09-01 30.2621702602785
2017-10-01 30.2684846052387
2017-11-01 30.1231895421473
2017-12-01 30.2244019558498
2018-01-01 30.1774226027445
2018-02-01 30.2055074609437
2018-03-01 30.3137971867700
2018-04-01 30.3644407496741
2018-05-01 30.3561505079774
2018-06-01 30.5473711366123
2018-07-01 30.5014961294076
2018-08-01 30.4016022608951
2018-09-01 30.2938090007889
2018-10-01 30.3125556514684
2018-11-01 30.3790300844384
2018-12-01 30.3073005680111
2019-01-01 30.2657014501351
2019-02-01 30.5063128054896
2019-03-01 30.6460076986622
2019-04-01 30.4511748758608
2019-05-01 30.5661416659882
2019-06-01 30.6760454019813
2019-07-01 30.5249748715159
2019-08-01 30.5061819637067
2019-09-01 30.5284147428575
2019-10-01 30.4749540891175
2019-11-01 30.5379245305097
2019-12-01 30.5931969770611
2020-01-01 30.7596025293828
2020-02-01 30.9129408121809
2020-03-01 30.5783674202400
2020-04-01 24.6990234236536
2020-05-01 25.6332990949454
2020-06-01 26.9297250947105
2020-07-01 27.5926941455726
2020-08-01 27.9450729277490
2020-09-01 28.2557057386583
2020-10-01 28.4767406304092
2020-11-01 28.6261132578024
2020-12-01 28.6586658673637
2021-01-01 28.9303050872059
2021-02-01 28.7878977831095
2021-03-01 29.0863168592824
2021-04-01 29.3901074967835
2021-05-01 29.5105813935254
2021-06-01 29.3316959203248
2021-07-01 29.4996445252808
2021-08-01 29.7513751204214
2021-09-01 29.6774740803013
2021-10-01 30.1704501179357
2021-11-01 30.3118186670520
2021-12-01 30.2425251930796
2022-01-01 30.1391738826289
2022-02-01 30.3961866108087
2022-03-01 30.2911909175786
2022-04-01 30.7668269187268
2022-05-01 30.8745512529652
2022-06-01 30.9333765226860
2022-07-01 31.1152563600150
2022-08-01 31.1705325989399
2022-09-01 31.1818683939053
2022-10-01 31.2858640832860
2022-11-01 31.5239453782352
2022-12-01 31.7273257199743
2023-01-01 31.9614591868075
2023-02-01 31.9989839391780
2023-03-01 32.0647075659546
2023-04-01 32.3574160257069
2023-05-01 32.4544398108725
2023-06-01 32.6210459541489
2023-07-01 32.7270363766529
2023-08-01 32.4865785078724
2023-09-01 32.7708587492662
2023-10-01 32.8152344938525
2023-11-01 32.8394182988498
2023-12-01 33.1314022925987
2024-01-01 33.0713550819151
2024-02-01 33.3012881409283
2024-03-01 33.3137794495125
2024-04-01 33.0599680753337
2024-05-01 33.0432669279470
2024-06-01 33.1053798583878
2024-07-01 32.9468245790406
2024-08-01 33.0044647908983
2024-09-01 33.1453351731477
2024-10-01 33.2550603146312
2024-11-01 33.2670428073466
2024-12-01 32.9368098840227
2025-01-01 33.1610448502959
2025-02-01 33.1844538861414
2025-03-01 33.3497766748965
2025-04-01 33.3779497534149
2025-05-01 33.5558911399257
2025-06-01 33.5965469499886
2025-07-01 33.6632626429667
2025-08-01 33.8091161874944
2025-09-01 33.8141205166748
2025-10-01 33.5706591730671
2025-11-01 33.5767250560090
2025-12-01 33.5543228805197
2026-01-01 33.6558741532810
2026-02-01 33.4872987404021
2026-03-01 33.6139414719679
2026-04-01 33.3859346027884
2026-05-01 33.2593533144673
2026-06-01 33.0055541093954

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