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 2026-09-01 |
| Last Updated | 2026-10-20 10:00 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 | 22.1766547107 |
| 1990-02-01 | 22.7622464475 |
| 1990-03-01 | 23.0839433021 |
| 1990-04-01 | 22.8051233267 |
| 1990-05-01 | 22.4979072114 |
| 1990-06-01 | 22.5515087845 |
| 1990-07-01 | 22.5163766314 |
| 1990-08-01 | 22.4511078823 |
| 1990-09-01 | 22.4807974757 |
| 1990-10-01 | 22.5337397580 |
| 1990-11-01 | 23.0524073907 |
| 1990-12-01 | 22.9852710500 |
| 1991-01-01 | 22.9663291052 |
| 1991-02-01 | 23.0818363210 |
| 1991-03-01 | 23.1741892609 |
| 1991-04-01 | 23.0983761037 |
| 1991-05-01 | 23.4094740999 |
| 1991-06-01 | 23.3591246862 |
| 1991-07-01 | 23.4378090603 |
| 1991-08-01 | 23.5480856228 |
| 1991-09-01 | 23.6713682111 |
| 1991-10-01 | 23.2142162276 |
| 1991-11-01 | 23.5420694914 |
| 1991-12-01 | 23.5701753850 |
| 1992-01-01 | 23.7480979481 |
| 1992-02-01 | 23.9179408344 |
| 1992-03-01 | 23.8640738468 |
| 1992-04-01 | 24.0060818542 |
| 1992-05-01 | 24.2288893052 |
| 1992-06-01 | 24.3734751576 |
| 1992-07-01 | 24.5721540251 |
| 1992-08-01 | 24.4394767272 |
| 1992-09-01 | 24.4625373256 |
| 1992-10-01 | 24.5799651832 |
| 1992-11-01 | 24.6172768784 |
| 1992-12-01 | 24.5504035678 |
| 1993-01-01 | 24.9136266790 |
| 1993-02-01 | 25.0680657528 |
| 1993-03-01 | 25.1519794111 |
| 1993-04-01 | 25.3209668735 |
| 1993-05-01 | 25.3513133660 |
| 1993-06-01 | 25.3853418741 |
| 1993-07-01 | 25.6212171027 |
| 1993-08-01 | 25.7428946813 |
| 1993-09-01 | 25.8788705743 |
| 1993-10-01 | 25.9487923075 |
| 1993-11-01 | 25.8607990572 |
| 1993-12-01 | 25.9008956976 |
| 1994-01-01 | 25.7661212185 |
| 1994-02-01 | 25.9214857455 |
| 1994-03-01 | 26.1456866480 |
| 1994-04-01 | 26.2409076246 |
| 1994-05-01 | 26.1741678431 |
| 1994-06-01 | 26.5098696574 |
| 1994-07-01 | 26.2788416086 |
| 1994-08-01 | 26.4546381697 |
| 1994-09-01 | 26.6102972559 |
| 1994-10-01 | 26.6251981193 |
| 1994-11-01 | 26.5754049468 |
| 1994-12-01 | 26.7326528649 |
| 1995-01-01 | 26.7147156274 |
| 1995-02-01 | 26.8716724260 |
| 1995-03-01 | 26.9452739958 |
| 1995-04-01 | 27.0650895881 |
| 1995-05-01 | 27.0890444055 |
| 1995-06-01 | 27.3227267506 |
| 1995-07-01 | 27.6403673473 |
| 1995-08-01 | 27.5877088091 |
| 1995-09-01 | 27.5681144996 |
| 1995-10-01 | 27.6244893758 |
| 1995-11-01 | 27.6644855811 |
| 1995-12-01 | 27.5421282618 |
| 1996-01-01 | 27.6663515320 |
| 1996-02-01 | 27.4987670257 |
| 1996-03-01 | 27.5574265677 |
| 1996-04-01 | 27.3036236499 |
| 1996-05-01 | 27.5972158629 |
| 1996-06-01 | 27.3346490863 |
| 1996-07-01 | 27.2822606442 |
| 1996-08-01 | 27.3320522608 |
| 1996-09-01 | 27.3228774606 |
| 1996-10-01 | 27.4318279016 |
| 1996-11-01 | 27.5474955972 |
| 1996-12-01 | 27.6653818958 |
| 1997-01-01 | 27.7274696493 |
| 1997-02-01 | 27.5158103333 |
| 1997-03-01 | 27.7851063887 |
| 1997-04-01 | 28.0678632999 |
| 1997-05-01 | 27.9880489210 |
| 1997-06-01 | 28.0176765856 |
| 1997-07-01 | 28.0907037959 |
| 1997-08-01 | 28.1744133413 |
| 1997-09-01 | 28.1683372830 |
| 1997-10-01 | 28.1466425269 |
| 1997-11-01 | 28.1646374464 |
| 1997-12-01 | 28.2112685324 |
| 1998-01-01 | 28.1044875901 |
| 1998-02-01 | 28.1231662068 |
| 1998-03-01 | 28.1242045855 |
| 1998-04-01 | 28.1251731519 |
| 1998-05-01 | 28.1773193044 |
| 1998-06-01 | 28.1882216085 |
| 1998-07-01 | 28.1643798152 |
| 1998-08-01 | 27.9071207522 |
| 1998-09-01 | 28.2815978883 |
| 1998-10-01 | 28.4613318834 |
| 1998-11-01 | 28.8227172827 |
| 1998-12-01 | 29.0861519947 |
| 1999-01-01 | 28.8013904157 |
| 1999-02-01 | 28.8429234195 |
| 1999-03-01 | 28.7573014307 |
| 1999-04-01 | 28.6859935183 |
| 1999-05-01 | 28.4553638343 |
| 1999-06-01 | 28.3309131954 |
| 1999-07-01 | 28.3198582367 |
| 1999-08-01 | 28.2275699848 |
| 1999-09-01 | 28.3801410467 |
| 1999-10-01 | 28.4805388841 |
| 1999-11-01 | 28.6267773031 |
| 1999-12-01 | 28.8858899229 |
| 2000-01-01 | 28.2939948213 |
| 2000-02-01 | 28.4535983220 |
| 2000-03-01 | 28.4889540018 |
| 2000-04-01 | 28.5255398798 |
| 2000-05-01 | 28.4277783770 |
| 2000-06-01 | 28.9835737381 |
| 2000-07-01 | 29.0862163556 |
| 2000-08-01 | 29.1569558710 |
| 2000-09-01 | 29.0649268439 |
| 2000-10-01 | 28.9834357773 |
| 2000-11-01 | 28.8378862910 |
| 2000-12-01 | 28.8886549237 |
| 2001-01-01 | 28.9813436106 |
| 2001-02-01 | 29.0735668409 |
| 2001-03-01 | 29.1134944575 |
| 2001-04-01 | 29.1618578123 |
| 2001-05-01 | 29.1932307385 |
| 2001-06-01 | 29.2480729159 |
| 2001-07-01 | 29.2803752816 |
| 2001-08-01 | 29.1834229251 |
| 2001-09-01 | 29.1481418578 |
| 2001-10-01 | 28.9726247369 |
| 2001-11-01 | 28.9581613641 |
| 2001-12-01 | 28.9833704438 |
| 2002-01-01 | 28.9494113348 |
| 2002-02-01 | 28.7935842738 |
| 2002-03-01 | 29.1404750315 |
| 2002-04-01 | 29.0642427943 |
| 2002-05-01 | 29.5695872513 |
| 2002-06-01 | 29.3381830576 |
| 2002-07-01 | 29.4126862955 |
| 2002-08-01 | 29.3204756397 |
| 2002-09-01 | 29.2243930388 |
| 2002-10-01 | 29.2489102072 |
| 2002-11-01 | 29.3636907001 |
| 2002-12-01 | 29.4607248976 |
| 2003-01-01 | 29.7101144944 |
| 2003-02-01 | 29.9307360525 |
| 2003-03-01 | 29.7494871541 |
| 2003-04-01 | 29.0527973147 |
| 2003-05-01 | 30.1624603057 |
| 2003-06-01 | 30.0386329628 |
| 2003-07-01 | 30.0649456233 |
| 2003-08-01 | 30.2560412814 |
| 2003-09-01 | 30.5114083992 |
| 2003-10-01 | 30.8192211799 |
| 2003-11-01 | 30.8721621288 |
| 2003-12-01 | 30.9336427708 |
| 2004-01-01 | 30.8478081254 |
| 2004-02-01 | 30.9640144885 |
| 2004-03-01 | 30.9546509341 |
| 2004-04-01 | 30.0323411794 |
| 2004-05-01 | 30.9664989577 |
| 2004-06-01 | 30.9537329852 |
| 2004-07-01 | 31.0335762310 |
| 2004-08-01 | 31.1789884230 |
| 2004-09-01 | 31.2922783578 |
| 2004-10-01 | 31.3831227155 |
| 2004-11-01 | 31.4832010512 |
| 2004-12-01 | 31.4113131639 |
| 2005-01-01 | 31.0810973041 |
| 2005-02-01 | 31.3184357543 |
| 2005-03-01 | 31.2531474946 |
| 2005-04-01 | 31.4213680105 |
| 2005-05-01 | 31.3717819672 |
| 2005-06-01 | 31.5600352297 |
| 2005-07-01 | 31.5852608413 |
| 2005-08-01 | 31.5611749486 |
| 2005-09-01 | 31.6728615467 |
| 2005-10-01 | 31.6676023348 |
| 2005-11-01 | 31.8252663220 |
| 2005-12-01 | 31.7972500269 |
| 2006-01-01 | 32.6108081113 |
| 2006-02-01 | 31.9710537461 |
| 2006-03-01 | 32.2668642356 |
| 2006-04-01 | 32.3190896196 |
| 2006-05-01 | 32.2748775612 |
| 2006-06-01 | 32.3586091809 |
| 2006-07-01 | 32.4000849192 |
| 2006-08-01 | 32.3167965102 |
| 2006-09-01 | 32.2565758360 |
| 2006-10-01 | 32.7725695589 |
| 2006-11-01 | 32.7621141495 |
| 2006-12-01 | 32.9905181771 |
| 2007-01-01 | 33.4531560644 |
| 2007-02-01 | 33.2498064123 |
| 2007-03-01 | 33.2924501971 |
| 2007-04-01 | 33.2237217434 |
| 2007-05-01 | 33.3631700077 |
| 2007-06-01 | 33.4426775167 |
| 2007-07-01 | 33.4752522897 |
| 2007-08-01 | 33.7674816594 |
| 2007-09-01 | 33.7576717966 |
| 2007-10-01 | 33.7926330185 |
| 2007-11-01 | 33.6882701225 |
| 2007-12-01 | 33.6791575019 |
| 2008-01-01 | 33.9952480308 |
| 2008-02-01 | 33.9228668744 |
| 2008-03-01 | 34.0489381667 |
| 2008-04-01 | 34.0422156828 |
| 2008-05-01 | 34.0479267988 |
| 2008-06-01 | 33.9344786537 |
| 2008-07-01 | 33.7246622404 |
| 2008-08-01 | 33.8299792637 |
| 2008-09-01 | 33.6527042740 |
| 2008-10-01 | 33.3989766261 |
| 2008-11-01 | 33.3870754328 |
| 2008-12-01 | 33.5713411494 |
| 2009-01-01 | 33.5545331144 |
| 2009-02-01 | 33.7034832241 |
| 2009-03-01 | 33.9169767528 |
| 2009-04-01 | 33.1732659672 |
| 2009-05-01 | 33.5174536696 |
| 2009-06-01 | 33.5231326067 |
| 2009-07-01 | 33.6705909345 |
| 2009-08-01 | 33.5960575853 |
| 2009-09-01 | 33.5476850272 |
| 2009-10-01 | 33.6103291188 |
| 2009-11-01 | 33.6753136446 |
| 2009-12-01 | 33.6726957509 |
| 2010-01-01 | 33.1224254916 |
| 2010-02-01 | 33.1524033701 |
| 2010-03-01 | 33.1900283410 |
| 2010-04-01 | 33.3076546165 |
| 2010-05-01 | 33.2909494693 |
| 2010-06-01 | 33.3258897681 |
| 2010-07-01 | 33.2108932320 |
| 2010-08-01 | 33.0653684113 |
| 2010-09-01 | 32.9423448935 |
| 2010-10-01 | 32.9131024721 |
| 2010-11-01 | 32.9547049514 |
| 2010-12-01 | 32.8983814722 |
| 2011-01-01 | 32.9066026863 |
| 2011-02-01 | 32.6897130023 |
| 2011-03-01 | 32.7471319101 |
| 2011-04-01 | 32.8351176737 |
| 2011-05-01 | 32.7437525952 |
| 2011-06-01 | 32.6170219276 |
| 2011-07-01 | 33.1733678366 |
| 2011-08-01 | 33.0466288658 |
| 2011-09-01 | 33.4392504673 |
| 2011-10-01 | 33.5302080649 |
| 2011-11-01 | 33.4438543880 |
| 2011-12-01 | 33.5288691368 |
| 2012-01-01 | 33.0947813396 |
| 2012-02-01 | 33.3922327133 |
| 2012-03-01 | 33.3900710923 |
| 2012-04-01 | 33.1568459435 |
| 2012-05-01 | 33.2920413499 |
| 2012-06-01 | 33.2201170336 |
| 2012-07-01 | 32.7621690998 |
| 2012-08-01 | 33.1353827231 |
| 2012-09-01 | 32.9230146490 |
| 2012-10-01 | 32.8331010729 |
| 2012-11-01 | 32.8533797269 |
| 2012-12-01 | 32.7541807416 |
| 2013-01-01 | 33.0060371641 |
| 2013-02-01 | 33.0894187728 |
| 2013-03-01 | 33.0123533897 |
| 2013-04-01 | 33.4528602397 |
| 2013-05-01 | 33.0318385112 |
| 2013-06-01 | 32.9073456529 |
| 2013-07-01 | 33.0855644799 |
| 2013-08-01 | 33.2391403303 |
| 2013-09-01 | 33.0264561546 |
| 2013-10-01 | 33.1480430701 |
| 2013-11-01 | 33.1546335533 |
| 2013-12-01 | 33.1662548791 |
| 2014-01-01 | 33.4174813098 |
| 2014-02-01 | 33.4643217720 |
| 2014-03-01 | 33.5128396760 |
| 2014-04-01 | 33.5259479526 |
| 2014-05-01 | 33.6058348124 |
| 2014-06-01 | 33.6183080785 |
| 2014-07-01 | 33.5168132304 |
| 2014-08-01 | 33.3576670241 |
| 2014-09-01 | 33.4508750706 |
| 2014-10-01 | 33.1350807352 |
| 2014-11-01 | 33.2430920580 |
| 2014-12-01 | 33.1626702586 |
| 2015-01-01 | 32.9288729969 |
| 2015-02-01 | 32.8394912563 |
| 2015-03-01 | 32.5910682266 |
| 2015-04-01 | 32.6870077736 |
| 2015-05-01 | 33.0153687703 |
| 2015-06-01 | 32.9414078348 |
| 2015-07-01 | 32.9470810381 |
| 2015-08-01 | 33.0949916491 |
| 2015-09-01 | 33.3054865057 |
| 2015-10-01 | 33.2134386904 |
| 2015-11-01 | 32.9906369438 |
| 2015-12-01 | 33.2429335308 |
| 2016-01-01 | 33.0261383816 |
| 2016-02-01 | 33.1000577255 |
| 2016-03-01 | 33.2619451007 |
| 2016-04-01 | 33.5641411485 |
| 2016-05-01 | 33.8614437695 |
| 2016-06-01 | 33.6058410376 |
| 2016-07-01 | 33.1711440775 |
| 2016-08-01 | 33.3271386124 |
| 2016-09-01 | 33.3521117545 |
| 2016-10-01 | 33.4653075594 |
| 2016-11-01 | 33.6389785336 |
| 2016-12-01 | 33.4938990766 |
| 2017-01-01 | 33.6375355246 |
| 2017-02-01 | 33.5511610987 |
| 2017-03-01 | 33.6296470430 |
| 2017-04-01 | 33.5622224751 |
| 2017-05-01 | 33.3254228907 |
| 2017-06-01 | 33.5876143406 |
| 2017-07-01 | 33.5912317084 |
| 2017-08-01 | 33.6391886764 |
| 2017-09-01 | 33.7089453201 |
| 2017-10-01 | 33.8152595487 |
| 2017-11-01 | 33.7593421280 |
| 2017-12-01 | 33.7410614299 |
| 2018-01-01 | 34.2490913931 |
| 2018-02-01 | 34.2048132622 |
| 2018-03-01 | 34.3023046908 |
| 2018-04-01 | 34.2925760635 |
| 2018-05-01 | 34.0850968004 |
| 2018-06-01 | 34.2840478451 |
| 2018-07-01 | 34.4947516819 |
| 2018-08-01 | 34.5332632582 |
| 2018-09-01 | 34.4494181748 |
| 2018-10-01 | 34.6647793708 |
| 2018-11-01 | 34.7912258107 |
| 2018-12-01 | 34.4738000223 |
| 2019-01-01 | 34.7715772601 |
| 2019-02-01 | 34.8810732072 |
| 2019-03-01 | 34.7880857621 |
| 2019-04-01 | 34.8458978598 |
| 2019-05-01 | 34.8089888978 |
| 2019-06-01 | 34.7673321023 |
| 2019-07-01 | 34.7871566759 |
| 2019-08-01 | 34.8362401505 |
| 2019-09-01 | 34.8767954057 |
| 2019-10-01 | 34.7314757849 |
| 2019-11-01 | 34.7145232805 |
| 2019-12-01 | 34.9924761301 |
| 2020-01-01 | 34.6970068763 |
| 2020-02-01 | 34.9943422792 |
| 2020-03-01 | 34.8976432388 |
| 2020-04-01 | 28.2106160783 |
| 2020-05-01 | 30.5827132586 |
| 2020-06-01 | 32.4251764824 |
| 2020-07-01 | 33.0824829902 |
| 2020-08-01 | 33.5603886467 |
| 2020-09-01 | 33.6698458553 |
| 2020-10-01 | 34.2123731777 |
| 2020-11-01 | 34.4763629825 |
| 2020-12-01 | 34.2870895444 |
| 2021-01-01 | 34.5351477928 |
| 2021-02-01 | 34.6254321716 |
| 2021-03-01 | 34.9111345154 |
| 2021-04-01 | 34.9662454311 |
| 2021-05-01 | 35.0258385814 |
| 2021-06-01 | 35.1571526744 |
| 2021-07-01 | 35.2920365108 |
| 2021-08-01 | 35.0980734068 |
| 2021-09-01 | 35.0605052060 |
| 2021-10-01 | 35.1100714199 |
| 2021-11-01 | 35.1474273306 |
| 2021-12-01 | 35.3980274891 |
| 2022-01-01 | 35.0514575821 |
| 2022-02-01 | 35.0618482363 |
| 2022-03-01 | 34.6156427523 |
| 2022-04-01 | 35.2170790988 |
| 2022-05-01 | 35.4584660266 |
| 2022-06-01 | 35.4638760094 |
| 2022-07-01 | 35.6147932432 |
| 2022-08-01 | 35.6505294104 |
| 2022-09-01 | 35.7538814806 |
| 2022-10-01 | 35.8120628993 |
| 2022-11-01 | 35.9339511281 |
| 2022-12-01 | 36.0267746305 |
| 2023-01-01 | 36.0494946075 |
| 2023-02-01 | 35.8788814846 |
| 2023-03-01 | 35.9159895150 |
| 2023-04-01 | 36.0707186305 |
| 2023-05-01 | 36.1879021527 |
| 2023-06-01 | 35.9678095833 |
| 2023-07-01 | 35.7500895666 |
| 2023-08-01 | 35.8984532128 |
| 2023-09-01 | 36.0536985213 |
| 2023-10-01 | 36.0141709411 |
| 2023-11-01 | 35.9166279203 |
| 2023-12-01 | 36.0797212180 |
| 2024-01-01 | 35.9300119052 |
| 2024-02-01 | 36.3779393370 |
| 2024-03-01 | 36.1311454727 |
| 2024-04-01 | 35.9119500754 |
| 2024-05-01 | 35.6332773110 |
| 2024-06-01 | 35.7626407960 |
| 2024-07-01 | 35.7913770887 |
| 2024-08-01 | 35.8390824873 |
| 2024-09-01 | 35.8525886441 |
| 2024-10-01 | 35.7106699538 |
| 2024-11-01 | 35.8061331317 |
| 2024-12-01 | 35.9424220153 |
| 2025-01-01 | 36.0189775798 |
| 2025-02-01 | 36.1577027624 |
| 2025-03-01 | 36.2469110526 |
| 2025-04-01 | 36.2494709362 |
| 2025-05-01 | 36.4016046131 |
| 2025-06-01 | 36.6606181549 |
| 2025-07-01 | 36.4276996695 |
| 2025-08-01 | 36.5553144664 |
| 2025-09-01 | 36.4498810656 |
| 2025-10-01 | 36.6053025534 |
| 2025-11-01 | 36.5959978172 |
| 2025-12-01 | 36.4267657269 |
| 2026-01-01 | 36.4078382398 |
| 2026-02-01 | 36.2402750834 |
| 2026-03-01 | 35.8626977265 |
| 2026-04-01 | 36.0738082096 |
| 2026-05-01 | 36.1894378765 |
| 2026-06-01 | 36.0498547956 |
| 2026-07-01 | 36.0470945707 |
| 2026-08-01 | 35.9615450131 |
| 2026-09-01 | 36.0563108701 |