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 2025-12-01
Last Updated 2026-01-28 3:36 AM CST
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 22.1766547954975
1990-02-01 22.7622465275369
1990-03-01 23.0839433210865
1990-04-01 22.8051234637753
1990-05-01 22.4979070318396
1990-06-01 22.5515085442751
1990-07-01 22.5163765724171
1990-08-01 22.4511076594835
1990-09-01 22.4807974984636
1990-10-01 22.5337394148621
1990-11-01 23.0524078365194
1990-12-01 22.9852710209994
1991-01-01 22.9663296666385
1991-02-01 23.0818364479975
1991-03-01 23.1741893237232
1991-04-01 23.0983762445433
1991-05-01 23.4094739222802
1991-06-01 23.3591238043325
1991-07-01 23.4378089141221
1991-08-01 23.5480853507335
1991-09-01 23.6713682213058
1991-10-01 23.2142160404846
1991-11-01 23.5420701335289
1991-12-01 23.5701756506365
1992-01-01 23.7480991998878
1992-02-01 23.9179410618226
1992-03-01 23.8640738021091
1992-04-01 24.0060816769296
1992-05-01 24.2288888709464
1992-06-01 24.3734735046976
1992-07-01 24.5721527277085
1992-08-01 24.4394766475021
1992-09-01 24.4625376604085
1992-10-01 24.5799656304766
1992-11-01 24.6172781521149
1992-12-01 24.5504047047210
1993-01-01 24.9136289977534
1993-02-01 25.0680662611215
1993-03-01 25.1519793276653
1993-04-01 25.3209659378312
1993-05-01 25.3513092852133
1993-06-01 25.3853397564500
1993-07-01 25.6212151071769
1993-08-01 25.7428952718968
1993-09-01 25.8788715918179
1993-10-01 25.9487939791150
1993-11-01 25.8608017449748
1993-12-01 25.9008984386865
1994-01-01 25.7661253329508
1994-02-01 25.9214890004989
1994-03-01 26.1456884278690
1994-04-01 26.2408944447336
1994-05-01 26.1741612869207
1994-06-01 26.5098680639239
1994-07-01 26.2788388516386
1994-08-01 26.4546397823449
1994-09-01 26.6103003835495
1994-10-01 26.6252030720401
1994-11-01 26.5754111166169
1994-12-01 26.7326588190946
1995-01-01 26.7147220776622
1995-02-01 26.8716771152223
1995-03-01 26.9452748349195
1995-04-01 27.0650611730855
1995-05-01 27.0890322434766
1995-06-01 27.3227226207592
1995-07-01 27.6403624371769
1995-08-01 27.5877233805994
1995-09-01 27.5681182744187
1995-10-01 27.6244961732467
1995-11-01 27.6645053674567
1995-12-01 27.5421363837755
1996-01-01 27.6663554057342
1996-02-01 27.4987684530833
1996-03-01 27.5574232411065
1996-04-01 27.3035801911638
1996-05-01 27.5972040878217
1996-06-01 27.3346462360894
1996-07-01 27.2822555430547
1996-08-01 27.3320748202983
1996-09-01 27.3228672194477
1996-10-01 27.4318147743926
1996-11-01 27.5475649139322
1996-12-01 27.6654059614159
1997-01-01 27.7274579322302
1997-02-01 27.5158048594693
1997-03-01 27.7850951047492
1997-04-01 28.0678090646777
1997-05-01 27.9880654193155
1997-06-01 28.0176442156705
1997-07-01 28.0906601352859
1997-08-01 28.1745438067804
1997-09-01 28.1682717416026
1997-10-01 28.1465780376802
1997-11-01 28.1647416294840
1997-12-01 28.2113098298028
1998-01-01 28.1044694300952
1998-02-01 28.1231679809071
1998-03-01 28.1241980909636
1998-04-01 28.1251134756268
1998-05-01 28.1773681594514
1998-06-01 28.1881630207636
1998-07-01 28.1643111538103
1998-08-01 27.9073540548149
1998-09-01 28.2814743876445
1998-10-01 28.4612061762267
1998-11-01 28.8227958728866
1998-12-01 29.0861052059344
1999-01-01 28.8012133759843
1999-02-01 28.8435314356190
1999-03-01 28.7571149823254
1999-04-01 28.6857876553978
1999-05-01 28.4555101441053
1999-06-01 28.3307725880946
1999-07-01 28.3197355557848
1999-08-01 28.2279185034780
1999-09-01 28.3799992040174
1999-10-01 28.4803829994850
1999-11-01 28.6268193192668
1999-12-01 28.8858019021930
2000-01-01 28.2937616611757
2000-02-01 28.4544565989165
2000-03-01 28.4887237081079
2000-04-01 28.5252588917114
2000-05-01 28.4277879510720
2000-06-01 28.9834166296122
2000-07-01 29.0863532641143
2000-08-01 29.1572830871280
2000-09-01 29.0647668494453
2000-10-01 28.9833518727849
2000-11-01 28.8378440578666
2000-12-01 28.8884677740096
2001-01-01 28.9810046413782
2001-02-01 29.0746372612338
2001-03-01 29.1131921190500
2001-04-01 29.1614804653582
2001-05-01 29.1931062146022
2001-06-01 29.2479144125235
2001-07-01 29.2808001954738
2001-08-01 29.1838070141064
2001-09-01 29.1480941505260
2001-10-01 28.9728011750712
2001-11-01 28.9577524673082
2001-12-01 28.9833872224764
2002-01-01 28.9485437774254
2002-02-01 28.7944305128607
2002-03-01 29.1403956748752
2002-04-01 29.0639829993970
2002-05-01 29.5692662535776
2002-06-01 29.3381286842559
2002-07-01 29.4134759631149
2002-08-01 29.3208058507146
2002-09-01 29.2244714737454
2002-10-01 29.2493587414903
2002-11-01 29.3628838662954
2002-12-01 29.4608578537543
2003-01-01 29.7086705906754
2003-02-01 29.9316909747966
2003-03-01 29.7494793436316
2003-04-01 29.0525787261160
2003-05-01 30.1621215895490
2003-06-01 30.0385852730709
2003-07-01 30.0657356338690
2003-08-01 30.2564568678490
2003-09-01 30.5116626492727
2003-10-01 30.8198968092889
2003-11-01 30.8711303318688
2003-12-01 30.9341362584365
2004-01-01 30.8459017341061
2004-02-01 30.9645508570452
2004-03-01 30.9549334596194
2004-04-01 30.0323238394658
2004-05-01 30.9660491728782
2004-06-01 30.9536742461705
2004-07-01 31.0342615112291
2004-08-01 31.1792999526085
2004-09-01 31.2924278527749
2004-10-01 31.3836573769229
2004-11-01 31.4820212464210
2004-12-01 31.4133608961357
2005-01-01 31.0789848784930
2005-02-01 31.3185792101424
2005-03-01 31.2533821813405
2005-04-01 31.4213508440928
2005-05-01 31.3713125964198
2005-06-01 31.5597558512319
2005-07-01 31.5853474436706
2005-08-01 31.5612199171960
2005-09-01 31.6725303645803
2005-10-01 31.6685751952843
2005-11-01 31.8247260938667
2005-12-01 31.8007457245251
2006-01-01 32.6084174086548
2006-02-01 31.9708412236229
2006-03-01 32.2670383881890
2006-04-01 32.3190382423802
2006-05-01 32.2743367478172
2006-06-01 32.3581226462385
2006-07-01 32.3995732287940
2006-08-01 32.3163170644504
2006-09-01 32.2556004730906
2006-10-01 32.7736907146506
2006-11-01 32.7621392841220
2006-12-01 32.9940668766567
2007-01-01 33.4537902804371
2007-02-01 33.2492659857881
2007-03-01 33.2917767855365
2007-04-01 33.2231132763481
2007-05-01 33.3624491911981
2007-06-01 33.4418484767296
2007-07-01 33.4741593620967
2007-08-01 33.7666101155806
2007-09-01 33.7562203221328
2007-10-01 33.7941287259633
2007-11-01 33.6892002868399
2007-12-01 33.6814781080121
2008-01-01 33.9992553919715
2008-02-01 33.9218687886697
2008-03-01 34.0476222299985
2008-04-01 34.0410703904745
2008-05-01 34.0467776776062
2008-06-01 33.9339787958436
2008-07-01 33.7233400870383
2008-08-01 33.8287560415700
2008-09-01 33.6510434017694
2008-10-01 33.4002143346229
2008-11-01 33.3880842937699
2008-12-01 33.5725346767964
2009-01-01 33.5620284645304
2009-02-01 33.7020182585468
2009-03-01 33.9150551784396
2009-04-01 33.1716388156842
2009-05-01 33.5159588977168
2009-06-01 33.5230489177447
2009-07-01 33.6692163313701
2009-08-01 33.5947381109117
2009-09-01 33.5460944149576
2009-10-01 33.6117360543455
2009-11-01 33.6765623482489
2009-12-01 33.6725609927940
2010-01-01 33.1302293166977
2010-02-01 33.1511510173483
2010-03-01 33.1881906289762
2010-04-01 33.3059895219214
2010-05-01 33.2894530907676
2010-06-01 33.3265184682934
2010-07-01 33.2097114896035
2010-08-01 33.0642240820593
2010-09-01 32.9411822594329
2010-10-01 32.9139511826371
2010-11-01 32.9553425199482
2010-12-01 32.8969542429071
2011-01-01 32.9147210667649
2011-02-01 32.6886092443012
2011-03-01 32.7454576885757
2011-04-01 32.8336241177755
2011-05-01 32.7425385707238
2011-06-01 32.6179456792501
2011-07-01 33.1725769763300
2011-08-01 33.0459968485113
2011-09-01 33.4386369642803
2011-10-01 33.5306216918743
2011-11-01 33.4441134380850
2011-12-01 33.5270485350945
2012-01-01 33.1001842414865
2012-02-01 33.3914553685135
2012-03-01 33.3890075572173
2012-04-01 33.1556736355203
2012-05-01 33.2921730256064
2012-06-01 33.2213967047036
2012-07-01 32.7617711478436
2012-08-01 33.1352020953160
2012-09-01 32.9227246549349
2012-10-01 32.8328230814857
2012-11-01 32.8528266263662
2012-12-01 32.7530517124641
2013-01-01 33.0081771328259
2013-02-01 33.0885176426339
2013-03-01 33.0116565461941
2013-04-01 33.4519484268423
2013-05-01 33.0342674072805
2013-06-01 32.9083129447363
2013-07-01 33.0868180736659
2013-08-01 33.2391566803678
2013-09-01 33.0260194340021
2013-10-01 33.1474978425205
2013-11-01 33.1535642854057
2013-12-01 33.1650409155308
2014-01-01 33.4157865961296
2014-02-01 33.4628028616248
2014-03-01 33.5120443634348
2014-04-01 33.5248704933122
2014-05-01 33.6133735579164
2014-06-01 33.6188002539467
2014-07-01 33.5197629366594
2014-08-01 33.3580004200152
2014-09-01 33.4505627018593
2014-10-01 33.1345430429651
2014-11-01 33.2416950106045
2014-12-01 33.1558374917741
2015-01-01 32.9267335469298
2015-02-01 32.8372952070317
2015-03-01 32.5897067157205
2015-04-01 32.6855464847843
2015-05-01 33.0299792963267
2015-06-01 32.9412807803819
2015-07-01 32.9517069054750
2015-08-01 33.0957315490181
2015-09-01 33.3057839467671
2015-10-01 33.2137535764447
2015-11-01 32.9903537086170
2015-12-01 33.2220619645255
2016-01-01 33.0254053778830
2016-02-01 33.0987807831829
2016-03-01 33.2612201007000
2016-04-01 33.5632803829628
2016-05-01 33.8830680727087
2016-06-01 33.6064516757177
2016-07-01 33.1765034841210
2016-08-01 33.3284808443345
2016-09-01 33.3529327792958
2016-10-01 33.4661288466135
2016-11-01 33.6394071233960
2016-12-01 33.4567352218502
2017-01-01 33.6380981528907
2017-02-01 33.5509891676565
2017-03-01 33.6299456523982
2017-04-01 33.5635273910449
2017-05-01 33.3521474150838
2017-06-01 33.5906613365477
2017-07-01 33.6022958341156
2017-08-01 33.6421103859745
2017-09-01 33.7079833518347
2017-10-01 33.8080769250288
2017-11-01 33.7629960025322
2017-12-01 33.6878877057935
2018-01-01 34.2535114517022
2018-02-01 34.2008837248569
2018-03-01 34.3066360933215
2018-04-01 34.2979008454146
2018-05-01 34.1141919934311
2018-06-01 34.2905368835474
2018-07-01 34.5169435801551
2018-08-01 34.5389139863027
2018-09-01 34.4473467599743
2018-10-01 34.6429856014535
2018-11-01 34.8035176270160
2018-12-01 34.4089548755290
2019-01-01 34.7655018276612
2019-02-01 34.8665877312910
2019-03-01 34.7997906248237
2019-04-01 34.8584998333773
2019-05-01 34.8445586323097
2019-06-01 34.7822047038629
2019-07-01 34.8230429960774
2019-08-01 34.8451398119885
2019-09-01 34.8725884382630
2019-10-01 34.6858620687593
2019-11-01 34.7381220134033
2019-12-01 34.9180882408405
2020-01-01 34.6819196797508
2020-02-01 34.9590852301114
2020-03-01 34.9189040064053
2020-04-01 28.3309997286357
2020-05-01 30.8328864288455
2020-06-01 32.5453662324957
2020-07-01 33.1372702717582
2020-08-01 33.6696549739662
2020-09-01 33.7629568344192
2020-10-01 34.2448161350279
2020-11-01 34.6015533703612
2020-12-01 34.3165509114160
2021-01-01 34.4983134516345
2021-02-01 34.5653538372576
2021-03-01 35.0486718092106
2021-04-01 35.1935362221053
2021-05-01 35.4052548419459
2021-06-01 35.5861566234251
2021-07-01 35.7558959578744
2021-08-01 35.6930071833073
2021-09-01 35.7581132427722
2021-10-01 35.9165094119439
2021-11-01 35.9653592462986
2021-12-01 36.4422125615531
2022-01-01 36.1965655694487
2022-02-01 36.0797048863713
2022-03-01 35.8831233027051
2022-04-01 36.1399060106885
2022-05-01 36.3779216874690
2022-06-01 36.2955811465008
2022-07-01 36.4755394794520
2022-08-01 36.4189134316014
2022-09-01 36.5575258764512
2022-10-01 36.6045197241734
2022-11-01 36.6370377969381
2022-12-01 36.7986472637083
2023-01-01 36.6758016211483
2023-02-01 36.4835954310180
2023-03-01 36.7134482975020
2023-04-01 36.7773250318451
2023-05-01 37.0582030131217
2023-06-01 36.7047312451019
2023-07-01 36.4884788465088
2023-08-01 36.4248510172205
2023-09-01 36.7682139996271
2023-10-01 36.6004434989971
2023-11-01 36.6058200227347
2023-12-01 36.6811872724145
2024-01-01 36.4596075416110
2024-02-01 36.8820787045243
2024-03-01 36.8432298042647
2024-04-01 36.3928157557967
2024-05-01 36.3477820593661
2024-06-01 36.1990055328792
2024-07-01 36.3076660921351
2024-08-01 36.3262181677652
2024-09-01 36.0715196937706
2024-10-01 36.0037684702187
2024-11-01 35.9788709499645
2024-12-01 35.9770340120600
2025-01-01 36.0566181507143
2025-02-01 35.9705534580813
2025-03-01 35.8607112414394
2025-04-01 36.0042178881322
2025-05-01 36.0496920737374
2025-06-01 36.2008484885733
2025-07-01 36.1192588230155
2025-08-01 36.2066585540053
2025-09-01 36.1764492769139
2025-10-01 36.3026543566178
2025-11-01 36.3613542576492
2025-12-01 36.1865943263697

Back to Top