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 2026-08-01 |
| Last Updated | 2026-09-18 10:54 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 | 22.1766547114 |
| 1990-02-01 | 22.7622464481 |
| 1990-03-01 | 23.0839433027 |
| 1990-04-01 | 22.8051233274 |
| 1990-05-01 | 22.4979072114 |
| 1990-06-01 | 22.5515087843 |
| 1990-07-01 | 22.5163766274 |
| 1990-08-01 | 22.4511078818 |
| 1990-09-01 | 22.4807974753 |
| 1990-10-01 | 22.5337397572 |
| 1990-11-01 | 23.0524073915 |
| 1990-12-01 | 22.9852710516 |
| 1991-01-01 | 22.9663291074 |
| 1991-02-01 | 23.0818363219 |
| 1991-03-01 | 23.1741892617 |
| 1991-04-01 | 23.0983761042 |
| 1991-05-01 | 23.4094740995 |
| 1991-06-01 | 23.3591246849 |
| 1991-07-01 | 23.4378090558 |
| 1991-08-01 | 23.5480856216 |
| 1991-09-01 | 23.6713682105 |
| 1991-10-01 | 23.2142162273 |
| 1991-11-01 | 23.5420694931 |
| 1991-12-01 | 23.5701753875 |
| 1992-01-01 | 23.7480979526 |
| 1992-02-01 | 23.9179408359 |
| 1992-03-01 | 23.8640738474 |
| 1992-04-01 | 24.0060818540 |
| 1992-05-01 | 24.2288893042 |
| 1992-06-01 | 24.3734751557 |
| 1992-07-01 | 24.5721540121 |
| 1992-08-01 | 24.4394767272 |
| 1992-09-01 | 24.4625373265 |
| 1992-10-01 | 24.5799651850 |
| 1992-11-01 | 24.6172768825 |
| 1992-12-01 | 24.5504035732 |
| 1993-01-01 | 24.9136266874 |
| 1993-02-01 | 25.0680657562 |
| 1993-03-01 | 25.1519794128 |
| 1993-04-01 | 25.3209668738 |
| 1993-05-01 | 25.3513133498 |
| 1993-06-01 | 25.3853418720 |
| 1993-07-01 | 25.6212170811 |
| 1993-08-01 | 25.7428946824 |
| 1993-09-01 | 25.8788705770 |
| 1993-10-01 | 25.9487923134 |
| 1993-11-01 | 25.8607990672 |
| 1993-12-01 | 25.9008957102 |
| 1994-01-01 | 25.7661212357 |
| 1994-02-01 | 25.9214857608 |
| 1994-03-01 | 26.1456866609 |
| 1994-04-01 | 26.2409075908 |
| 1994-05-01 | 26.1741678167 |
| 1994-06-01 | 26.5098696538 |
| 1994-07-01 | 26.2788415705 |
| 1994-08-01 | 26.4546381616 |
| 1994-09-01 | 26.6102972551 |
| 1994-10-01 | 26.6251981320 |
| 1994-11-01 | 26.5754049739 |
| 1994-12-01 | 26.7326529013 |
| 1995-01-01 | 26.7147156699 |
| 1995-02-01 | 26.8716724646 |
| 1995-03-01 | 26.9452740238 |
| 1995-04-01 | 27.0650895169 |
| 1995-05-01 | 27.0890443572 |
| 1995-06-01 | 27.3227267259 |
| 1995-07-01 | 27.6403672769 |
| 1995-08-01 | 27.5877087613 |
| 1995-09-01 | 27.5681144681 |
| 1995-10-01 | 27.6244893758 |
| 1995-11-01 | 27.6644857164 |
| 1995-12-01 | 27.5421283574 |
| 1996-01-01 | 27.6663516041 |
| 1996-02-01 | 27.4987670917 |
| 1996-03-01 | 27.5574266097 |
| 1996-04-01 | 27.3036235357 |
| 1996-05-01 | 27.5972158005 |
| 1996-06-01 | 27.3346490336 |
| 1996-07-01 | 27.2822605220 |
| 1996-08-01 | 27.3320521318 |
| 1996-09-01 | 27.3228773338 |
| 1996-10-01 | 27.4318277841 |
| 1996-11-01 | 27.5474959223 |
| 1996-12-01 | 27.6653820417 |
| 1997-01-01 | 27.7274701651 |
| 1997-02-01 | 27.5158102868 |
| 1997-03-01 | 27.7851063404 |
| 1997-04-01 | 28.0678631081 |
| 1997-05-01 | 27.9880488281 |
| 1997-06-01 | 28.0176764408 |
| 1997-07-01 | 28.0907035802 |
| 1997-08-01 | 28.1744131262 |
| 1997-09-01 | 28.1683370704 |
| 1997-10-01 | 28.1466423504 |
| 1997-11-01 | 28.1646380624 |
| 1997-12-01 | 28.2112688327 |
| 1998-01-01 | 28.1044886132 |
| 1998-02-01 | 28.1231660385 |
| 1998-03-01 | 28.1242043563 |
| 1998-04-01 | 28.1251727314 |
| 1998-05-01 | 28.1773190330 |
| 1998-06-01 | 28.1882212491 |
| 1998-07-01 | 28.1643794642 |
| 1998-08-01 | 27.9071205140 |
| 1998-09-01 | 28.2815977399 |
| 1998-10-01 | 28.4613318775 |
| 1998-11-01 | 28.8227183217 |
| 1998-12-01 | 29.0861525582 |
| 1999-01-01 | 28.8013919362 |
| 1999-02-01 | 28.8429233803 |
| 1999-03-01 | 28.7573006607 |
| 1999-04-01 | 28.6859924769 |
| 1999-05-01 | 28.4553633515 |
| 1999-06-01 | 28.3309123155 |
| 1999-07-01 | 28.3198575679 |
| 1999-08-01 | 28.2275697330 |
| 1999-09-01 | 28.3801411055 |
| 1999-10-01 | 28.4805393645 |
| 1999-11-01 | 28.6267791939 |
| 1999-12-01 | 28.8858915359 |
| 2000-01-01 | 28.2939976043 |
| 2000-02-01 | 28.4535968405 |
| 2000-03-01 | 28.4889547909 |
| 2000-04-01 | 28.5255348015 |
| 2000-05-01 | 28.4277769212 |
| 2000-06-01 | 28.9835740743 |
| 2000-07-01 | 29.0862141873 |
| 2000-08-01 | 29.1569563454 |
| 2000-09-01 | 29.0649275342 |
| 2000-10-01 | 28.9834372455 |
| 2000-11-01 | 28.8378890089 |
| 2000-12-01 | 28.8886576653 |
| 2001-01-01 | 28.9813477912 |
| 2001-02-01 | 29.0735640202 |
| 2001-03-01 | 29.1134968910 |
| 2001-04-01 | 29.1618478256 |
| 2001-05-01 | 29.1932283284 |
| 2001-06-01 | 29.2480745059 |
| 2001-07-01 | 29.2803715891 |
| 2001-08-01 | 29.1834240212 |
| 2001-09-01 | 29.1481430476 |
| 2001-10-01 | 28.9726269833 |
| 2001-11-01 | 28.9581648900 |
| 2001-12-01 | 28.9833739307 |
| 2002-01-01 | 28.9494188533 |
| 2002-02-01 | 28.7935795880 |
| 2002-03-01 | 29.1404791289 |
| 2002-04-01 | 29.0642279498 |
| 2002-05-01 | 29.5695836189 |
| 2002-06-01 | 29.3381861082 |
| 2002-07-01 | 29.4126812239 |
| 2002-08-01 | 29.3204772785 |
| 2002-09-01 | 29.2243944858 |
| 2002-10-01 | 29.2489125819 |
| 2002-11-01 | 29.3636937167 |
| 2002-12-01 | 29.4607272663 |
| 2003-01-01 | 29.7101293824 |
| 2003-02-01 | 29.9307301756 |
| 2003-03-01 | 29.7494901868 |
| 2003-04-01 | 29.0527807093 |
| 2003-05-01 | 30.1624560630 |
| 2003-06-01 | 30.0386356781 |
| 2003-07-01 | 30.0649403146 |
| 2003-08-01 | 30.2560426367 |
| 2003-09-01 | 30.5114095709 |
| 2003-10-01 | 30.8192227500 |
| 2003-11-01 | 30.8721641638 |
| 2003-12-01 | 30.9336435288 |
| 2004-01-01 | 30.8478319126 |
| 2004-02-01 | 30.9640069000 |
| 2004-03-01 | 30.9546530770 |
| 2004-04-01 | 30.0323240580 |
| 2004-05-01 | 30.9664940316 |
| 2004-06-01 | 30.9537355515 |
| 2004-07-01 | 31.0335708549 |
| 2004-08-01 | 31.1789895778 |
| 2004-09-01 | 31.2922792439 |
| 2004-10-01 | 31.3831234572 |
| 2004-11-01 | 31.4832017067 |
| 2004-12-01 | 31.4113108767 |
| 2005-01-01 | 31.0811272520 |
| 2005-02-01 | 31.3184287049 |
| 2005-03-01 | 31.2531472081 |
| 2005-04-01 | 31.4213541908 |
| 2005-05-01 | 31.3717773607 |
| 2005-06-01 | 31.5600359878 |
| 2005-07-01 | 31.5852566231 |
| 2005-08-01 | 31.5611752941 |
| 2005-09-01 | 31.6728619081 |
| 2005-10-01 | 31.6676021510 |
| 2005-11-01 | 31.8252662265 |
| 2005-12-01 | 31.7972455660 |
| 2006-01-01 | 32.6108388216 |
| 2006-02-01 | 31.9710482087 |
| 2006-03-01 | 32.2668622105 |
| 2006-04-01 | 32.3190804689 |
| 2006-05-01 | 32.2748736148 |
| 2006-06-01 | 32.3586083905 |
| 2006-07-01 | 32.4000820683 |
| 2006-08-01 | 32.3167962566 |
| 2006-09-01 | 32.2565758374 |
| 2006-10-01 | 32.7725688786 |
| 2006-11-01 | 32.7621133123 |
| 2006-12-01 | 32.9905117691 |
| 2007-01-01 | 33.4531840326 |
| 2007-02-01 | 33.2498031756 |
| 2007-03-01 | 33.2924465999 |
| 2007-04-01 | 33.2237174075 |
| 2007-05-01 | 33.3631672356 |
| 2007-06-01 | 33.4426752499 |
| 2007-07-01 | 33.4752508313 |
| 2007-08-01 | 33.7674809188 |
| 2007-09-01 | 33.7576716070 |
| 2007-10-01 | 33.7926322317 |
| 2007-11-01 | 33.6882694282 |
| 2007-12-01 | 33.6791517917 |
| 2008-01-01 | 33.9952687819 |
| 2008-02-01 | 33.9228650007 |
| 2008-03-01 | 34.0489356969 |
| 2008-04-01 | 34.0422132327 |
| 2008-05-01 | 34.0479248356 |
| 2008-06-01 | 33.9344768982 |
| 2008-07-01 | 33.7246611590 |
| 2008-08-01 | 33.8299788244 |
| 2008-09-01 | 33.6527042752 |
| 2008-10-01 | 33.3989764208 |
| 2008-11-01 | 33.3870752093 |
| 2008-12-01 | 33.5713364869 |
| 2009-01-01 | 33.5545451195 |
| 2009-02-01 | 33.7034829134 |
| 2009-03-01 | 33.9169756157 |
| 2009-04-01 | 33.1732646324 |
| 2009-05-01 | 33.5174525792 |
| 2009-06-01 | 33.5231314577 |
| 2009-07-01 | 33.6705902713 |
| 2009-08-01 | 33.5960573751 |
| 2009-09-01 | 33.5476851031 |
| 2009-10-01 | 33.6103292364 |
| 2009-11-01 | 33.6753139272 |
| 2009-12-01 | 33.6726929196 |
| 2010-01-01 | 33.1224301285 |
| 2010-02-01 | 33.1524039984 |
| 2010-03-01 | 33.1900281271 |
| 2010-04-01 | 33.3076540737 |
| 2010-05-01 | 33.2909491030 |
| 2010-06-01 | 33.3258892235 |
| 2010-07-01 | 33.2108929795 |
| 2010-08-01 | 33.0653683167 |
| 2010-09-01 | 32.9423448519 |
| 2010-10-01 | 32.9131024707 |
| 2010-11-01 | 32.9547049617 |
| 2010-12-01 | 32.8983793974 |
| 2011-01-01 | 32.9066051403 |
| 2011-02-01 | 32.6897134644 |
| 2011-03-01 | 32.7471318857 |
| 2011-04-01 | 32.8351175330 |
| 2011-05-01 | 32.7437527164 |
| 2011-06-01 | 32.6170218603 |
| 2011-07-01 | 33.1733679279 |
| 2011-08-01 | 33.0466288953 |
| 2011-09-01 | 33.4392503441 |
| 2011-10-01 | 33.5302077601 |
| 2011-11-01 | 33.4438538889 |
| 2011-12-01 | 33.5288676553 |
| 2012-01-01 | 33.0947822032 |
| 2012-02-01 | 33.3922321929 |
| 2012-03-01 | 33.3900724807 |
| 2012-04-01 | 33.1568454332 |
| 2012-05-01 | 33.2920425547 |
| 2012-06-01 | 33.2201173554 |
| 2012-07-01 | 32.7621699333 |
| 2012-08-01 | 33.1353835351 |
| 2012-09-01 | 32.9230143412 |
| 2012-10-01 | 32.8331007529 |
| 2012-11-01 | 32.8533785107 |
| 2012-12-01 | 32.7541781265 |
| 2013-01-01 | 33.0060356344 |
| 2013-02-01 | 33.0894165264 |
| 2013-03-01 | 33.0123557423 |
| 2013-04-01 | 33.4528592532 |
| 2013-05-01 | 33.0318424363 |
| 2013-06-01 | 32.9073467650 |
| 2013-07-01 | 33.0855699953 |
| 2013-08-01 | 33.2391424922 |
| 2013-09-01 | 33.0264557751 |
| 2013-10-01 | 33.1480420670 |
| 2013-11-01 | 33.1546299668 |
| 2013-12-01 | 33.1662487884 |
| 2014-01-01 | 33.4174750640 |
| 2014-02-01 | 33.4643161611 |
| 2014-03-01 | 33.5128421258 |
| 2014-04-01 | 33.5259463865 |
| 2014-05-01 | 33.6058465093 |
| 2014-06-01 | 33.6183108802 |
| 2014-07-01 | 33.5168250808 |
| 2014-08-01 | 33.3576724251 |
| 2014-09-01 | 33.4508769268 |
| 2014-10-01 | 33.1350825324 |
| 2014-11-01 | 33.2430908018 |
| 2014-12-01 | 33.1626418456 |
| 2015-01-01 | 32.9288520364 |
| 2015-02-01 | 32.8394873593 |
| 2015-03-01 | 32.5910715148 |
| 2015-04-01 | 32.6870058672 |
| 2015-05-01 | 33.0154040390 |
| 2015-06-01 | 32.9414100012 |
| 2015-07-01 | 32.9470972304 |
| 2015-08-01 | 33.0949995944 |
| 2015-09-01 | 33.3054925884 |
| 2015-10-01 | 33.2134459949 |
| 2015-11-01 | 32.9906418906 |
| 2015-12-01 | 33.2428621856 |
| 2016-01-01 | 33.0261058163 |
| 2016-02-01 | 33.1000575853 |
| 2016-03-01 | 33.2619506946 |
| 2016-04-01 | 33.5641402489 |
| 2016-05-01 | 33.8615025541 |
| 2016-06-01 | 33.6058441170 |
| 2016-07-01 | 33.1711631002 |
| 2016-08-01 | 33.3271514772 |
| 2016-09-01 | 33.3521256300 |
| 2016-10-01 | 33.4653250899 |
| 2016-11-01 | 33.6389951116 |
| 2016-12-01 | 33.4937595355 |
| 2017-01-01 | 33.6374953262 |
| 2017-02-01 | 33.5511674743 |
| 2017-03-01 | 33.6296563219 |
| 2017-04-01 | 33.5622306046 |
| 2017-05-01 | 33.3255031447 |
| 2017-06-01 | 33.5876196879 |
| 2017-07-01 | 33.5912453111 |
| 2017-08-01 | 33.6391977987 |
| 2017-09-01 | 33.7089557246 |
| 2017-10-01 | 33.8153262021 |
| 2017-11-01 | 33.7593728960 |
| 2017-12-01 | 33.7408591904 |
| 2018-01-01 | 34.2490407924 |
| 2018-02-01 | 34.2048077941 |
| 2018-03-01 | 34.3023036924 |
| 2018-04-01 | 34.2925819155 |
| 2018-05-01 | 34.0851671727 |
| 2018-06-01 | 34.2840417664 |
| 2018-07-01 | 34.4948739221 |
| 2018-08-01 | 34.5332566484 |
| 2018-09-01 | 34.4494185692 |
| 2018-10-01 | 34.6648932286 |
| 2018-11-01 | 34.7912679023 |
| 2018-12-01 | 34.4735382422 |
| 2019-01-01 | 34.7714959657 |
| 2019-02-01 | 34.8810286794 |
| 2019-03-01 | 34.7880689974 |
| 2019-04-01 | 34.8458815755 |
| 2019-05-01 | 34.8090418309 |
| 2019-06-01 | 34.7673295748 |
| 2019-07-01 | 34.7874159346 |
| 2019-08-01 | 34.8362549942 |
| 2019-09-01 | 34.8768231806 |
| 2019-10-01 | 34.7316625978 |
| 2019-11-01 | 34.7145799476 |
| 2019-12-01 | 34.9921781480 |
| 2020-01-01 | 34.6968424905 |
| 2020-02-01 | 34.9940828834 |
| 2020-03-01 | 34.8975296617 |
| 2020-04-01 | 28.2105103465 |
| 2020-05-01 | 30.5828931693 |
| 2020-06-01 | 32.4251513620 |
| 2020-07-01 | 33.0833282152 |
| 2020-08-01 | 33.5603943525 |
| 2020-09-01 | 33.6698470677 |
| 2020-10-01 | 34.2124909948 |
| 2020-11-01 | 34.4763170081 |
| 2020-12-01 | 34.2866883360 |
| 2021-01-01 | 34.5348569240 |
| 2021-02-01 | 34.6247605299 |
| 2021-03-01 | 34.9108679613 |
| 2021-04-01 | 34.9663990762 |
| 2021-05-01 | 35.0262611445 |
| 2021-06-01 | 35.1573939759 |
| 2021-07-01 | 35.2934764204 |
| 2021-08-01 | 35.0980396250 |
| 2021-09-01 | 35.0603529207 |
| 2021-10-01 | 35.1099902046 |
| 2021-11-01 | 35.1472124926 |
| 2021-12-01 | 35.3974620269 |
| 2022-01-01 | 35.0508625587 |
| 2022-02-01 | 35.0606272006 |
| 2022-03-01 | 34.6150076266 |
| 2022-04-01 | 35.2171566220 |
| 2022-05-01 | 35.4585983729 |
| 2022-06-01 | 35.4680045295 |
| 2022-07-01 | 35.6160364876 |
| 2022-08-01 | 35.6497228733 |
| 2022-09-01 | 35.7530890675 |
| 2022-10-01 | 35.8115023213 |
| 2022-11-01 | 35.9334523058 |
| 2022-12-01 | 36.0259067993 |
| 2023-01-01 | 36.0482085474 |
| 2023-02-01 | 35.8768260107 |
| 2023-03-01 | 35.9152661303 |
| 2023-04-01 | 36.0711257275 |
| 2023-05-01 | 36.1876190851 |
| 2023-06-01 | 35.9784555957 |
| 2023-07-01 | 35.7543686993 |
| 2023-08-01 | 35.8882482069 |
| 2023-09-01 | 36.0543795962 |
| 2023-10-01 | 36.0140778841 |
| 2023-11-01 | 35.9166039790 |
| 2023-12-01 | 36.0788144418 |
| 2024-01-01 | 35.9278605058 |
| 2024-02-01 | 36.3746073962 |
| 2024-03-01 | 36.1297662513 |
| 2024-04-01 | 35.9122836114 |
| 2024-05-01 | 35.6331352230 |
| 2024-06-01 | 35.7809008237 |
| 2024-07-01 | 35.8004853732 |
| 2024-08-01 | 35.8161868363 |
| 2024-09-01 | 35.8537979204 |
| 2024-10-01 | 35.7114845117 |
| 2024-11-01 | 35.8069656808 |
| 2024-12-01 | 35.9417476286 |
| 2025-01-01 | 36.0161992618 |
| 2025-02-01 | 36.1532386266 |
| 2025-03-01 | 36.2450973399 |
| 2025-04-01 | 36.2502823540 |
| 2025-05-01 | 36.4021168630 |
| 2025-06-01 | 36.6849356042 |
| 2025-07-01 | 36.4433099462 |
| 2025-08-01 | 36.5173569209 |
| 2025-09-01 | 36.4513951565 |
| 2025-10-01 | 36.6076111810 |
| 2025-11-01 | 36.5981279890 |
| 2025-12-01 | 36.4266607730 |
| 2026-01-01 | 36.4048529928 |
| 2026-02-01 | 36.2351063573 |
| 2026-03-01 | 35.8603657947 |
| 2026-04-01 | 36.0748495965 |
| 2026-05-01 | 36.1909358696 |
| 2026-06-01 | 36.0797299978 |
| 2026-07-01 | 36.0670813630 |
| 2026-08-01 | 36.1144263683 |