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 2026-07-01
Last Updated 2026-08-21 7:35 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 16.5927447223462
1990-02-01 16.6438742337648
1990-03-01 16.7528394412087
1990-04-01 16.5610853910814
1990-05-01 16.5252499759168
1990-06-01 16.6485509572498
1990-07-01 16.6022558182540
1990-08-01 16.5027638837644
1990-09-01 16.6341277578331
1990-10-01 16.4592037102416
1990-11-01 16.5041032697433
1990-12-01 16.4719881153290
1991-01-01 16.8987213183463
1991-02-01 16.9493839039809
1991-03-01 16.6595410723572
1991-04-01 16.2593321891860
1991-05-01 16.4158791815730
1991-06-01 16.4545071820066
1991-07-01 16.2914589719389
1991-08-01 16.4024264836739
1991-09-01 16.2294268277733
1991-10-01 16.4702921569063
1991-11-01 16.3134134858490
1991-12-01 16.2759911681003
1992-01-01 16.0856402625927
1992-02-01 16.0445974674607
1992-03-01 15.9704857535012
1992-04-01 16.0601994187547
1992-05-01 16.0899753242366
1992-06-01 16.0627135634492
1992-07-01 16.0788038566518
1992-08-01 16.0939394150350
1992-09-01 16.1318312830564
1992-10-01 16.3806801718464
1992-11-01 16.3334485858691
1992-12-01 16.3790770038723
1993-01-01 16.4924772138359
1993-02-01 16.4503352999382
1993-03-01 16.3838700105297
1993-04-01 16.5574563035442
1993-05-01 16.6549613086866
1993-06-01 16.5573609425548
1993-07-01 16.7532580306498
1993-08-01 16.7900782229545
1993-09-01 16.8409099838415
1993-10-01 16.6889317924674
1993-11-01 16.7611141427347
1993-12-01 16.7883227889110
1994-01-01 16.7825339212394
1994-02-01 16.9530303904553
1994-03-01 17.0960040359189
1994-04-01 17.1637953593672
1994-05-01 17.1169512695541
1994-06-01 17.2508111612727
1994-07-01 17.3264474266573
1994-08-01 17.2869252702227
1994-09-01 17.4597272033124
1994-10-01 17.3983915821028
1994-11-01 17.3827274894655
1994-12-01 17.5975493326182
1995-01-01 18.2885878910224
1995-02-01 18.5634180046593
1995-03-01 18.3002717147114
1995-04-01 18.1790187253070
1995-05-01 18.3867179928600
1995-06-01 18.4219246531924
1995-07-01 18.3949537107589
1995-08-01 18.5931640858505
1995-09-01 18.5839651279059
1995-10-01 18.6087528641708
1995-11-01 18.5955450567254
1995-12-01 18.5076872033000
1996-01-01 18.8738103549410
1996-02-01 19.0565737576235
1996-03-01 19.4019248983134
1996-04-01 19.4097970119847
1996-05-01 19.3753054360300
1996-06-01 19.3897572270943
1996-07-01 19.4733436632181
1996-08-01 19.4929341340010
1996-09-01 19.4135938727606
1996-10-01 19.7014281612806
1996-11-01 19.6933347038163
1996-12-01 19.5084296525852
1997-01-01 19.8790619048762
1997-02-01 19.8637817665569
1997-03-01 20.1048556984729
1997-04-01 19.9348808752901
1997-05-01 19.9819688219379
1997-06-01 19.9609310606925
1997-07-01 20.0553249613171
1997-08-01 19.9967267579929
1997-09-01 20.0360516464692
1997-10-01 20.1762055732030
1997-11-01 20.2816070709338
1997-12-01 20.2026302601647
1998-01-01 21.0980271831935
1998-02-01 20.9819429614571
1998-03-01 20.9162022040126
1998-04-01 20.8590361260114
1998-05-01 21.0936614308692
1998-06-01 21.1371542838410
1998-07-01 21.0230916704379
1998-08-01 21.0881261949040
1998-09-01 21.0370012389544
1998-10-01 20.9582083052700
1998-11-01 21.0634645780304
1998-12-01 21.1037343121200
1999-01-01 22.1383674262017
1999-02-01 22.3105661284915
1999-03-01 22.2260934630118
1999-04-01 22.2663741601625
1999-05-01 22.2079877599435
1999-06-01 22.3163047873864
1999-07-01 22.5878901998794
1999-08-01 22.3693525180291
1999-09-01 22.4215002653868
1999-10-01 22.5622934477161
1999-11-01 22.4461382908457
1999-12-01 22.5030867303004
2000-01-01 22.2800355073798
2000-02-01 22.4236321768419
2000-03-01 22.6365812745013
2000-04-01 22.5594427822911
2000-05-01 22.5153813194625
2000-06-01 22.6066829130783
2000-07-01 22.6795745796528
2000-08-01 22.6480867959891
2000-09-01 22.7082113526838
2000-10-01 22.6726981021278
2000-11-01 22.5310996012814
2000-12-01 22.6202620728307
2001-01-01 22.4192430584392
2001-02-01 22.4220565570565
2001-03-01 22.4380565890577
2001-04-01 22.4279559405058
2001-05-01 22.7059468359839
2001-06-01 22.5120949520005
2001-07-01 22.5966743999613
2001-08-01 22.5274046289164
2001-09-01 22.6062124560868
2001-10-01 22.5842229600433
2001-11-01 22.7242772343223
2001-12-01 22.6386270321179
2002-01-01 22.8473649995095
2002-02-01 22.9067706111614
2002-03-01 23.1515361327379
2002-04-01 23.0044077134618
2002-05-01 22.8942108905134
2002-06-01 22.8137316595494
2002-07-01 22.8104300272878
2002-08-01 22.9092584728934
2002-09-01 22.9182451632778
2002-10-01 22.8862582384611
2002-11-01 23.0088408943244
2002-12-01 23.0619807807001
2003-01-01 22.9599940712964
2003-02-01 22.9854450644125
2003-03-01 23.1595343402665
2003-04-01 23.4952699741251
2003-05-01 23.8728936871072
2003-06-01 24.3050939045813
2003-07-01 24.6224105658993
2003-08-01 24.6761759368688
2003-09-01 25.2181125024742
2003-10-01 25.5800599473379
2003-11-01 26.0996111134239
2003-12-01 26.3844163152459
2004-01-01 26.9343928635279
2004-02-01 27.5025532939816
2004-03-01 28.0207644948118
2004-04-01 27.7975938290573
2004-05-01 27.8513683184955
2004-06-01 27.6610124552581
2004-07-01 27.5016157886750
2004-08-01 27.6298302359744
2004-09-01 27.5089194013486
2004-10-01 27.5682947331076
2004-11-01 27.5102887620842
2004-12-01 27.6078485924294
2005-01-01 27.8546439525434
2005-02-01 27.8834345282932
2005-03-01 27.8119476148138
2005-04-01 29.6061587433730
2005-05-01 29.5660294840884
2005-06-01 29.7533443705495
2005-07-01 27.9163650770088
2005-08-01 27.8926068755884
2005-09-01 27.8773782843673
2005-10-01 28.0555054306594
2005-11-01 27.9410097497802
2005-12-01 27.8174497518407
2006-01-01 27.3345008990751
2006-02-01 27.1678236625138
2006-03-01 27.2974919803831
2006-04-01 27.2148205328059
2006-05-01 27.5175565230496
2006-06-01 27.4980775655460
2006-07-01 28.8884329160703
2006-08-01 28.7628913559115
2006-09-01 29.4531236287992
2006-10-01 28.5543814389186
2006-11-01 30.1641819876887
2006-12-01 29.6454584924324
2007-01-01 28.0239907588632
2007-02-01 27.8686490624225
2007-03-01 28.2714378432849
2007-04-01 29.0188529881740
2007-05-01 28.8472332130479
2007-06-01 29.0121837871609
2007-07-01 28.9830584129912
2007-08-01 29.3510754957815
2007-09-01 28.7356556386743
2007-10-01 28.4455301200693
2007-11-01 28.4661248256433
2007-12-01 28.6571241469215
2008-01-01 28.8082040680005
2008-02-01 28.9979925503132
2008-03-01 29.0674840106613
2008-04-01 28.3002225871401
2008-05-01 27.2625144167817
2008-06-01 27.3364927013537
2008-07-01 29.2602290275554
2008-08-01 29.7610037455297
2008-09-01 30.4395879238804
2008-10-01 29.5463548948196
2008-11-01 29.6642670461979
2008-12-01 29.7884116508829
2009-01-01 28.5799717058123
2009-02-01 28.4169322096195
2009-03-01 28.3528048313906
2009-04-01 28.2734744022461
2009-05-01 28.1564285144493
2009-06-01 28.0338691971499
2009-07-01 28.1894034430505
2009-08-01 27.7942571272729
2009-09-01 28.6484028381215
2009-10-01 27.9173874261217
2009-11-01 27.9462457054964
2009-12-01 27.6893582735824
2010-01-01 27.8541705189489
2010-02-01 27.8605290494579
2010-03-01 28.2775286646319
2010-04-01 27.7494273981770
2010-05-01 27.8402690895684
2010-06-01 27.8316366288579
2010-07-01 27.7886924147210
2010-08-01 27.7104149877844
2010-09-01 27.7521044773616
2010-10-01 27.8767277818473
2010-11-01 27.8138119324190
2010-12-01 27.8964941924337
2011-01-01 27.8665990284153
2011-02-01 27.8252660646185
2011-03-01 27.9140741476393
2011-04-01 27.9473747604154
2011-05-01 27.9118985747346
2011-06-01 27.8125896469955
2011-07-01 27.6890180093439
2011-08-01 27.7179891646644
2011-09-01 27.6281696185749
2011-10-01 27.6352042459505
2011-11-01 27.6915384802995
2011-12-01 27.9947600452447
2012-01-01 27.7868895416916
2012-02-01 27.7881369541754
2012-03-01 27.9631060423689
2012-04-01 28.2593342458820
2012-05-01 28.4796659896198
2012-06-01 28.3904775520108
2012-07-01 28.2691938175972
2012-08-01 28.3985111774202
2012-09-01 28.4974142057979
2012-10-01 28.6240180912063
2012-11-01 28.7787743121566
2012-12-01 28.3893272953972
2013-01-01 28.2110797282664
2013-02-01 28.3258630794437
2013-03-01 28.2875916815064
2013-04-01 28.3913940781856
2013-05-01 28.4753419740891
2013-06-01 28.4825650101131
2013-07-01 28.7542493807419
2013-08-01 28.7700167061298
2013-09-01 28.7765973927262
2013-10-01 28.7299908364813
2013-11-01 28.7789710591877
2013-12-01 28.7758777495320
2014-01-01 28.7164360212681
2014-02-01 28.7267009243126
2014-03-01 28.7897908055379
2014-04-01 28.8367945875451
2014-05-01 28.8903773778637
2014-06-01 28.9963826972816
2014-07-01 28.9260075199883
2014-08-01 28.8598608864118
2014-09-01 28.9739847422167
2014-10-01 28.8346907597794
2014-11-01 28.8751785947614
2014-12-01 28.9616230734767
2015-01-01 29.1154449108551
2015-02-01 29.1036728819909
2015-03-01 29.1714855898490
2015-04-01 28.9809938021128
2015-05-01 29.2247625754266
2015-06-01 29.1049134498340
2015-07-01 29.0975425371848
2015-08-01 29.3665059431219
2015-09-01 29.3947473507101
2015-10-01 29.4289079030719
2015-11-01 29.5724031087081
2015-12-01 29.5504947218236
2016-01-01 29.5089179320110
2016-02-01 29.5631721721453
2016-03-01 29.6340706951424
2016-04-01 30.0259211330682
2016-05-01 29.8667475037668
2016-06-01 29.7138711970691
2016-07-01 30.0785061942113
2016-08-01 30.0763883557247
2016-09-01 30.0266949705762
2016-10-01 30.1084630634740
2016-11-01 30.1530317706385
2016-12-01 30.0325653506250
2017-01-01 30.5060033207619
2017-02-01 30.4356497111383
2017-03-01 30.6178346223445
2017-04-01 30.2544803795824
2017-05-01 30.1205295280093
2017-06-01 30.1187737626738
2017-07-01 30.1820964348837
2017-08-01 30.0938486795621
2017-09-01 30.2621782711474
2017-10-01 30.2685891668813
2017-11-01 30.1233541700696
2017-12-01 30.2245902752954
2018-01-01 30.1777167403710
2018-02-01 30.2049088821999
2018-03-01 30.3141303895315
2018-04-01 30.3649728826076
2018-05-01 30.3560626315386
2018-06-01 30.5468728321630
2018-07-01 30.5008819187530
2018-08-01 30.4011567784672
2018-09-01 30.2938034971216
2018-10-01 30.3131996663251
2018-11-01 30.3800741927400
2018-12-01 30.3073988142851
2019-01-01 30.2659699890987
2019-02-01 30.5049929102067
2019-03-01 30.6460255017734
2019-04-01 30.4519477770373
2019-05-01 30.5660426787671
2019-06-01 30.6755269536009
2019-07-01 30.5241065500429
2019-08-01 30.5055295246523
2019-09-01 30.5284736146229
2019-10-01 30.4761911698775
2019-11-01 30.5398797676388
2019-12-01 30.5932057503011
2020-01-01 30.7598335663595
2020-02-01 30.9108626507373
2020-03-01 30.5779110681164
2020-04-01 24.6995910492480
2020-05-01 25.6330830399235
2020-06-01 26.9291338986481
2020-07-01 27.5915994132008
2020-08-01 27.9455149197863
2020-09-01 28.2556368846646
2020-10-01 28.4783571393994
2020-11-01 28.6287776803554
2020-12-01 28.6585634188036
2021-01-01 28.9302847307729
2021-02-01 28.7860573419394
2021-03-01 29.0849109720139
2021-04-01 29.3898927751861
2021-05-01 29.5094925248194
2021-06-01 29.3305680998411
2021-07-01 29.4982827292009
2021-08-01 29.7536088640499
2021-09-01 29.6781197746332
2021-10-01 30.1732402822547
2021-11-01 30.3158202774554
2021-12-01 30.2427366097558
2022-01-01 30.1393908465099
2022-02-01 30.3940354094866
2022-03-01 30.2879546580456
2022-04-01 30.7638548006097
2022-05-01 30.8710341403289
2022-06-01 30.9307786028193
2022-07-01 31.1138363524484
2022-08-01 31.1757118425667
2022-09-01 31.1848393003430
2022-10-01 31.2909019938798
2022-11-01 31.5308675561349
2022-12-01 31.7294218472989
2023-01-01 31.9632979835650
2023-02-01 31.9979851636333
2023-03-01 32.0555418204597
2023-04-01 32.3496476636119
2023-05-01 32.4437724627989
2023-06-01 32.6060232617144
2023-07-01 32.7319666727767
2023-08-01 32.5011870427893
2023-09-01 32.7806888581998
2023-10-01 32.8245301838340
2023-11-01 32.8495252252271
2023-12-01 33.1352944604245
2024-01-01 33.0738516193826
2024-02-01 33.2995190962481
2024-03-01 33.2971744108023
2024-04-01 33.0464928196475
2024-05-01 33.0254168293971
2024-06-01 33.0777595792832
2024-07-01 32.9558667122473
2024-08-01 33.0309889047104
2024-09-01 33.1629075932674
2024-10-01 33.2686546160838
2024-11-01 33.2801873689099
2024-12-01 32.9428537599115
2025-01-01 33.1640407731143
2025-02-01 33.1819542875039
2025-03-01 33.3254237694359
2025-04-01 33.3591817925843
2025-05-01 33.5303683029378
2025-06-01 33.5538143919916
2025-07-01 33.6798582076516
2025-08-01 33.8483378806844
2025-09-01 33.8398697665026
2025-10-01 33.5884907536031
2025-11-01 33.5919858039317
2025-12-01 33.5612060858410
2026-01-01 33.6582524354337
2026-02-01 33.4823400542103
2026-03-01 33.5847821360080
2026-04-01 33.3638657481443
2026-05-01 33.2309562194586
2026-06-01 33.1566185504784
2026-07-01 32.8033016008854

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