Table Data - All Employees: Service-Providing in Hot Springs, AR (MSA)

Title All Employees: Service-Providing in Hot Springs, AR (MSA)
Series ID SMU05263000700000001SA
Source U.S. Bureau of Labor Statistics, Federal Reserve Bank of St. Louis
Release State and Metro Area Employment, Hours, and Earnings (Not a Press Release)
Seasonal Adjustment Seasonally Adjusted
Frequency Monthly
Units Thousands of Persons
Date Range 1990-01-01 to 2026-04-01
Last Updated 2026-05-26 2:35 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 22.1766547161297
1990-02-01 22.7622464526476
1990-03-01 23.0839433071407
1990-04-01 22.8051233317041
1990-05-01 22.4979072115771
1990-06-01 22.5515087825748
1990-07-01 22.5163765997895
1990-08-01 22.4511078782370
1990-09-01 22.4807974727614
1990-10-01 22.5337397519321
1990-11-01 23.0524073971535
1990-12-01 22.9852710620837
1991-01-01 22.9663291225864
1991-02-01 23.0818363281261
1991-03-01 23.1741892671018
1991-04-01 23.0983761077367
1991-05-01 23.4094740971669
1991-06-01 23.3591246764472
1991-07-01 23.4378090263984
1991-08-01 23.5480856143004
1991-09-01 23.6713682062200
1991-10-01 23.2142162231119
1991-11-01 23.5420695011841
1991-12-01 23.5701754010122
1992-01-01 23.7480979819493
1992-02-01 23.9179408471129
1992-03-01 23.8640738546445
1992-04-01 24.0060818570473
1992-05-01 24.2288893025195
1992-06-01 24.3734751473191
1992-07-01 24.5721539283096
1992-08-01 24.4394767285273
1992-09-01 24.4625373316816
1992-10-01 24.5799651895927
1992-11-01 24.6172768957995
1992-12-01 24.5504035901733
1993-01-01 24.9136267249053
1993-02-01 25.0680657664847
1993-03-01 25.1519794253599
1993-04-01 25.3209669050817
1993-05-01 25.3513132686293
1993-06-01 25.3853419185305
1993-07-01 25.6212169921689
1993-08-01 25.7428947203788
1993-09-01 25.8788705876708
1993-10-01 25.9487922972828
1993-11-01 25.8607990399923
1993-12-01 25.9008956819213
1994-01-01 25.7661212350805
1994-02-01 25.9214857625602
1994-03-01 26.1456866830994
1994-04-01 26.2409076422383
1994-05-01 26.1741677179383
1994-06-01 26.5098698507861
1994-07-01 26.2788415812133
1994-08-01 26.4546383056465
1994-09-01 26.6102972868529
1994-10-01 26.6251980530340
1994-11-01 26.5754048225786
1994-12-01 26.7326527264524
1995-01-01 26.7147155293580
1995-02-01 26.8716723253912
1995-03-01 26.9452738970300
1995-04-01 27.0650894385838
1995-05-01 27.0890442431689
1995-06-01 27.3227272805618
1995-07-01 27.6403678078799
1995-08-01 27.5877095279948
1995-09-01 27.5681151327619
1995-10-01 27.6244898281586
1995-11-01 27.6644827702291
1995-12-01 27.5421286459244
1996-01-01 27.6663513794174
1996-02-01 27.4987666632194
1996-03-01 27.5574260622599
1996-04-01 27.3036230777476
1996-05-01 27.5972156972180
1996-06-01 27.3346501327224
1996-07-01 27.2822620995180
1996-08-01 27.3320542723283
1996-09-01 27.3228794291062
1996-10-01 27.4318294772454
1996-11-01 27.5474889780639
1996-12-01 27.6653821110005
1997-01-01 27.7274689416852
1997-02-01 27.5158097607920
1997-03-01 27.7851053522896
1997-04-01 28.0678621871636
1997-05-01 27.9880481634094
1997-06-01 28.0176762769819
1997-07-01 28.0907035416197
1997-08-01 28.1744271707907
1997-09-01 28.1683380671330
1997-10-01 28.1466439006305
1997-11-01 28.1646271351158
1997-12-01 28.2112694566877
1998-01-01 28.1044866053293
1998-02-01 28.1231647568042
1998-03-01 28.1242014942863
1998-04-01 28.1251696885468
1998-05-01 28.1773168063133
1998-06-01 28.1882195805662
1998-07-01 28.1643784438140
1998-08-01 27.9071477395708
1998-09-01 28.2815992781447
1998-10-01 28.4613351900496
1998-11-01 28.8227084293155
1998-12-01 29.0861541917478
1999-01-01 28.8013871293433
1999-02-01 28.8429106814101
1999-03-01 28.7572850073668
1999-04-01 28.6859762926684
1999-05-01 28.4553736985853
1999-06-01 28.3309149529615
1999-07-01 28.3198711943615
1999-08-01 28.2276281878717
1999-09-01 28.3801530516007
1999-10-01 28.4805392951408
1999-11-01 28.6267552747132
1999-12-01 28.8858732227693
2000-01-01 28.2939703576792
2000-02-01 28.4535658675430
2000-03-01 28.4889394144003
2000-04-01 28.5254996563816
2000-05-01 28.4277172550383
2000-06-01 28.9836330151652
2000-07-01 29.0863635360778
2000-08-01 29.1570755045500
2000-09-01 29.0649762080345
2000-10-01 28.9833626054628
2000-11-01 28.8378296268394
2000-12-01 28.8885769795411
2001-01-01 28.9812579643143
2001-02-01 29.0734882637038
2001-03-01 29.1134714828340
2001-04-01 29.1617867642374
2001-05-01 29.1931127564992
2001-06-01 29.2482154742126
2001-07-01 29.2807042996905
2001-08-01 29.1836993156441
2001-09-01 29.1483697147844
2001-10-01 28.9726874071775
2001-11-01 28.9575578002339
2001-12-01 28.9835368245540
2002-01-01 28.9485272193631
2002-02-01 28.7937038215386
2002-03-01 29.1406150705512
2002-04-01 29.0642531449583
2002-05-01 29.5694468304711
2002-06-01 29.3384304336999
2002-07-01 29.4131908069201
2002-08-01 29.3208688827861
2002-09-01 29.2247828354036
2002-10-01 29.2490968283378
2002-11-01 29.3625266437045
2002-12-01 29.4611220914386
2003-01-01 29.7084956918364
2003-02-01 29.9310508487367
2003-03-01 29.7497755187545
2003-04-01 29.0528993004096
2003-05-01 30.1623636209609
2003-06-01 30.0388790856344
2003-07-01 30.0654354801519
2003-08-01 30.2566235026937
2003-09-01 30.5119307966454
2003-10-01 30.8196192791067
2003-11-01 30.8705215376448
2003-12-01 30.9343991133411
2004-01-01 30.8453730115736
2004-02-01 30.9646150606687
2004-03-01 30.9551344777097
2004-04-01 30.0325526269940
2004-05-01 30.9664039653347
2004-06-01 30.9538956816218
2004-07-01 31.0338938320158
2004-08-01 31.1795444773152
2004-09-01 31.2926469832972
2004-10-01 31.3833385485700
2004-11-01 31.4813722587131
2004-12-01 31.4136377607397
2005-01-01 31.0783629372371
2005-02-01 31.3189150429698
2005-03-01 31.2535481347362
2005-04-01 31.4215288401503
2005-05-01 31.3716110745314
2005-06-01 31.5599104476900
2005-07-01 31.5851059723399
2005-08-01 31.5613909001145
2005-09-01 31.6726738450371
2005-10-01 31.6684247783914
2005-11-01 31.8240295765116
2005-12-01 31.8010260168650
2006-01-01 32.6076936026906
2006-02-01 31.9714302557227
2006-03-01 32.2671492636143
2006-04-01 32.3191398489451
2006-05-01 32.2745609611018
2006-06-01 32.3581931966773
2006-07-01 32.3994333720517
2006-08-01 32.3163872851228
2006-09-01 32.2556527592632
2006-10-01 32.7736675342718
2006-11-01 32.7616643796718
2006-12-01 32.9943575950417
2007-01-01 33.4533068015639
2007-02-01 33.2494176801483
2007-03-01 33.2919440407243
2007-04-01 33.2232357779195
2007-05-01 33.3625232271018
2007-06-01 33.4418854164241
2007-07-01 33.4741669894986
2007-08-01 33.7666009380671
2007-09-01 33.7561784767990
2007-10-01 33.7942347832188
2007-11-01 33.6889254588353
2007-12-01 33.6816660486651
2008-01-01 33.9989210381967
2008-02-01 33.9219422658026
2008-03-01 34.0477287884996
2008-04-01 34.0411379391567
2008-05-01 34.0468206627298
2008-06-01 33.9339791325220
2008-07-01 33.7233384377038
2008-08-01 33.8287341814247
2008-09-01 33.6509889291178
2008-10-01 33.4002773261526
2008-11-01 33.3880394610087
2008-12-01 33.5726348164076
2009-01-01 33.5618995532669
2009-02-01 33.7020108738546
2009-03-01 33.9150948208765
2009-04-01 33.1716559737249
2009-05-01 33.5159737452488
2009-06-01 33.5230165220841
2009-07-01 33.6692013741716
2009-08-01 33.5947202465101
2009-09-01 33.5460604529660
2009-10-01 33.6118169432691
2009-11-01 33.6765431330620
2009-12-01 33.6726635733999
2010-01-01 33.1301757083765
2010-02-01 33.1511447040235
2010-03-01 33.1882115688171
2010-04-01 33.3059892586237
2010-05-01 33.2894343474779
2010-06-01 33.3264377336539
2010-07-01 33.2096683971255
2010-08-01 33.0641999805535
2010-09-01 32.9411685573158
2010-10-01 32.9140217906547
2010-11-01 32.9553678337056
2010-12-01 32.8970881468164
2011-01-01 32.9147757238037
2011-02-01 32.6886322783002
2011-03-01 32.7454576720048
2011-04-01 32.8335855079236
2011-05-01 32.7424402098032
2011-06-01 32.6177785210607
2011-07-01 33.1724539543427
2011-08-01 33.0459323089346
2011-09-01 33.4386222387820
2011-10-01 33.5306939925586
2011-11-01 33.4442454692323
2011-12-01 33.5273364818573
2012-01-01 33.1004489471103
2012-02-01 33.3916885629399
2012-03-01 33.3889945718321
2012-04-01 33.1557482913387
2012-05-01 33.2912199968053
2012-06-01 33.2211531000628
2012-07-01 32.7615216163275
2012-08-01 33.1350276783254
2012-09-01 32.9227917539269
2012-10-01 32.8329419827461
2012-11-01 32.8532003379526
2012-12-01 32.7537096153357
2013-01-01 33.0088816639375
2013-02-01 33.0891865425535
2013-03-01 33.0118001282016
2013-04-01 33.4522561062483
2013-05-01 33.0316909407725
2013-06-01 32.9080992441040
2013-07-01 33.0851405747258
2013-08-01 33.2389495537982
2013-09-01 33.0263183203679
2013-10-01 33.1479495799335
2013-11-01 33.1545736680774
2013-12-01 33.1665699999243
2014-01-01 33.4173782496199
2014-02-01 33.4642897603086
2014-03-01 33.5126948514291
2014-04-01 33.5257206820273
2014-05-01 33.6066298433971
2014-06-01 33.6187347850089
2014-07-01 33.5165736662258
2014-08-01 33.3575688675855
2014-09-01 33.4507919903569
2014-10-01 33.1349612011650
2014-11-01 33.2429080912901
2014-12-01 33.1624713195989
2015-01-01 32.9286020972068
2015-02-01 32.8392816632228
2015-03-01 32.5908463798621
2015-04-01 32.6868466104733
2015-05-01 33.0172990286826
2015-06-01 32.9414154331775
2015-07-01 32.9470068735904
2015-08-01 33.0950072561759
2015-09-01 33.3054236394356
2015-10-01 33.2132425265411
2015-11-01 32.9903152298797
2015-12-01 33.2420027913659
2016-01-01 33.0257760878145
2016-02-01 33.0997762568148
2016-03-01 33.2617294757804
2016-04-01 33.5640770528701
2016-05-01 33.8643558690982
2016-06-01 33.6059922836675
2016-07-01 33.1711813455003
2016-08-01 33.3271502296703
2016-09-01 33.3519758902094
2016-10-01 33.4650290232716
2016-11-01 33.6386355874011
2016-12-01 33.4910838286246
2017-01-01 33.6373435609072
2017-02-01 33.5511053228350
2017-03-01 33.6296594431690
2017-04-01 33.5624543511491
2017-05-01 33.3293606889296
2017-06-01 33.5880917045936
2017-07-01 33.5914773817391
2017-08-01 33.6395691286560
2017-09-01 33.7093343718196
2017-10-01 33.8127593259160
2017-11-01 33.7582683917728
2017-12-01 33.7371978164665
2018-01-01 34.2494176940637
2018-02-01 34.2052265400165
2018-03-01 34.3028011458600
2018-04-01 34.2933734315417
2018-05-01 34.0897428550613
2018-06-01 34.2851613750634
2018-07-01 34.4945730453168
2018-08-01 34.5341947950668
2018-09-01 34.4503810170697
2018-10-01 34.6599940249376
2018-11-01 34.7892588941771
2018-12-01 34.4689193781508
2019-01-01 34.7722804825009
2019-02-01 34.8819285024160
2019-03-01 34.7891764330298
2019-04-01 34.8475178890719
2019-05-01 34.8142720092324
2019-06-01 34.7693149330981
2019-07-01 34.7866535501490
2019-08-01 34.8376818673091
2019-09-01 34.8781517728547
2019-10-01 34.7241548595089
2019-11-01 34.7112399501703
2019-12-01 34.9876294159387
2020-01-01 34.6975134648221
2020-02-01 34.9958148755933
2020-03-01 34.8986485749728
2020-04-01 28.2121884896124
2020-05-01 30.5913130651579
2020-06-01 32.4268710196208
2020-07-01 33.0825462409455
2020-08-01 33.5612306395237
2020-09-01 33.6704990450752
2020-10-01 34.2043553171983
2020-11-01 34.4721770229354
2020-12-01 34.2816600567680
2021-01-01 34.5348277166253
2021-02-01 34.6267474089266
2021-03-01 34.9111837226262
2021-04-01 34.9663500023439
2021-05-01 35.0451381892533
2021-06-01 35.1566563989448
2021-07-01 35.2918686566241
2021-08-01 35.0970506210643
2021-09-01 35.0596297182629
2021-10-01 35.1007223487215
2021-11-01 35.1418427969172
2021-12-01 35.3932210145255
2022-01-01 35.0503013415595
2022-02-01 35.0634217561557
2022-03-01 34.6159040524591
2022-04-01 35.2174398193612
2022-05-01 35.4903193664809
2022-06-01 35.4545610667978
2022-07-01 35.6151419773436
2022-08-01 35.6474602468760
2022-09-01 35.7507900607905
2022-10-01 35.8036274231829
2022-11-01 35.9279789299632
2022-12-01 36.0219184289856
2023-01-01 36.0467866797194
2023-02-01 35.8788485690126
2023-03-01 35.9180767903633
2023-04-01 36.0698238835596
2023-05-01 36.2429434024843
2023-06-01 35.9458875719651
2023-07-01 35.7492982054758
2023-08-01 35.8838165543159
2023-09-01 36.0504255009292
2023-10-01 36.0082433759181
2023-11-01 35.9123125858026
2023-12-01 36.0763729422640
2024-01-01 35.9267556701722
2024-02-01 36.3766773572016
2024-03-01 36.1347523361639
2024-04-01 35.9095329990156
2024-05-01 35.7099336574495
2024-06-01 35.7284701631451
2024-07-01 35.7891445889361
2024-08-01 35.8109623783257
2024-09-01 35.8487822216270
2024-10-01 35.7084983974913
2024-11-01 35.8048670520026
2024-12-01 35.9403026820117
2025-01-01 36.0158392167412
2025-02-01 36.1542289004625
2025-03-01 36.2516286999065
2025-04-01 36.2437054373998
2025-05-01 36.5020321858951
2025-06-01 36.6189865532003
2025-07-01 36.4204142436061
2025-08-01 36.5121816063698
2025-09-01 36.4458293473886
2025-10-01 36.6053404092649
2025-11-01 36.5975675097423
2025-12-01 36.4267246656484
2026-01-01 36.4054236539319
2026-02-01 36.2357372958358
2026-03-01 35.8680726573288
2026-04-01 36.0673734977148

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