Table Data - All Employees: Private Service Providing in Hot Springs, AR (MSA)
| Title | All Employees: Private Service Providing in Hot Springs, AR (MSA) |
|---|---|
| Series ID | SMU05263000800000001SA |
| 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 | 18.5800687758 |
| 1990-02-01 | 19.1375022979 |
| 1990-03-01 | 19.3706580072 |
| 1990-04-01 | 19.1854417645 |
| 1990-05-01 | 18.9427992349 |
| 1990-06-01 | 19.0187508897 |
| 1990-07-01 | 18.9402712558 |
| 1990-08-01 | 18.9608787810 |
| 1990-09-01 | 18.9779612751 |
| 1990-10-01 | 19.0408524971 |
| 1990-11-01 | 19.3761537321 |
| 1990-12-01 | 19.3757459384 |
| 1991-01-01 | 19.3535498262 |
| 1991-02-01 | 19.4447900952 |
| 1991-03-01 | 19.5774803994 |
| 1991-04-01 | 19.4989548673 |
| 1991-05-01 | 19.7364564746 |
| 1991-06-01 | 19.7426053457 |
| 1991-07-01 | 19.8344509673 |
| 1991-08-01 | 19.9777758202 |
| 1991-09-01 | 20.0707322213 |
| 1991-10-01 | 19.6921872658 |
| 1991-11-01 | 19.8887964053 |
| 1991-12-01 | 19.9634205556 |
| 1992-01-01 | 20.1115205452 |
| 1992-02-01 | 20.2734493715 |
| 1992-03-01 | 20.2965413394 |
| 1992-04-01 | 20.3992104492 |
| 1992-05-01 | 20.5482654449 |
| 1992-06-01 | 20.6615794999 |
| 1992-07-01 | 20.8547008801 |
| 1992-08-01 | 20.7202323158 |
| 1992-09-01 | 20.7739071095 |
| 1992-10-01 | 20.8183278811 |
| 1992-11-01 | 20.8733912691 |
| 1992-12-01 | 20.8155694377 |
| 1993-01-01 | 21.1519470403 |
| 1993-02-01 | 21.2358704288 |
| 1993-03-01 | 21.3076620391 |
| 1993-04-01 | 21.5008535133 |
| 1993-05-01 | 21.5758919638 |
| 1993-06-01 | 21.5893861172 |
| 1993-07-01 | 21.9103764022 |
| 1993-08-01 | 21.9677055093 |
| 1993-09-01 | 22.0884501664 |
| 1993-10-01 | 22.2389390106 |
| 1993-11-01 | 22.2096625687 |
| 1993-12-01 | 22.2359673536 |
| 1994-01-01 | 21.9975844398 |
| 1994-02-01 | 22.0111724512 |
| 1994-03-01 | 22.3094349599 |
| 1994-04-01 | 22.4185545708 |
| 1994-05-01 | 22.3969409193 |
| 1994-06-01 | 22.5846438685 |
| 1994-07-01 | 22.5106079931 |
| 1994-08-01 | 22.6343296065 |
| 1994-09-01 | 22.7179492837 |
| 1994-10-01 | 22.8100472959 |
| 1994-11-01 | 22.7918154998 |
| 1994-12-01 | 22.9189912436 |
| 1995-01-01 | 23.0378159841 |
| 1995-02-01 | 23.0865261382 |
| 1995-03-01 | 23.2076128248 |
| 1995-04-01 | 23.2607613409 |
| 1995-05-01 | 23.2917018592 |
| 1995-06-01 | 23.5117515799 |
| 1995-07-01 | 23.5982959770 |
| 1995-08-01 | 23.6859793392 |
| 1995-09-01 | 23.6537630499 |
| 1995-10-01 | 23.7146935617 |
| 1995-11-01 | 23.7554016186 |
| 1995-12-01 | 23.7019305274 |
| 1996-01-01 | 23.6994574293 |
| 1996-02-01 | 23.6293723379 |
| 1996-03-01 | 23.6204528909 |
| 1996-04-01 | 23.4105118323 |
| 1996-05-01 | 23.5555087801 |
| 1996-06-01 | 23.4473035507 |
| 1996-07-01 | 23.3650417242 |
| 1996-08-01 | 23.3399038670 |
| 1996-09-01 | 23.4989737388 |
| 1996-10-01 | 23.4292139739 |
| 1996-11-01 | 23.5417121368 |
| 1996-12-01 | 23.5961561985 |
| 1997-01-01 | 23.7669419863 |
| 1997-02-01 | 23.5361811072 |
| 1997-03-01 | 23.6512014009 |
| 1997-04-01 | 23.8378825614 |
| 1997-05-01 | 23.8468195209 |
| 1997-06-01 | 23.8995176221 |
| 1997-07-01 | 23.9826935162 |
| 1997-08-01 | 24.0682022352 |
| 1997-09-01 | 24.0508202753 |
| 1997-10-01 | 24.0121701016 |
| 1997-11-01 | 24.0629206263 |
| 1997-12-01 | 24.0321887440 |
| 1998-01-01 | 23.9605283383 |
| 1998-02-01 | 24.0109326237 |
| 1998-03-01 | 23.9952630122 |
| 1998-04-01 | 23.9965676497 |
| 1998-05-01 | 24.0490637527 |
| 1998-06-01 | 23.9985768760 |
| 1998-07-01 | 24.0712878390 |
| 1998-08-01 | 23.8698778420 |
| 1998-09-01 | 24.0682411481 |
| 1998-10-01 | 24.2907085206 |
| 1998-11-01 | 24.6457870037 |
| 1998-12-01 | 24.8199161906 |
| 1999-01-01 | 24.5531525892 |
| 1999-02-01 | 24.5991252109 |
| 1999-03-01 | 24.5442092438 |
| 1999-04-01 | 24.4601028810 |
| 1999-05-01 | 24.2630125484 |
| 1999-06-01 | 24.1514578910 |
| 1999-07-01 | 24.1247079350 |
| 1999-08-01 | 23.9384341059 |
| 1999-09-01 | 24.1495624110 |
| 1999-10-01 | 24.2877037529 |
| 1999-11-01 | 24.5635946479 |
| 1999-12-01 | 24.6448221423 |
| 2000-01-01 | 24.2528993681 |
| 2000-02-01 | 24.3236101133 |
| 2000-03-01 | 24.2963325804 |
| 2000-04-01 | 24.3384822172 |
| 2000-05-01 | 24.2481812756 |
| 2000-06-01 | 24.6598784844 |
| 2000-07-01 | 24.6625440136 |
| 2000-08-01 | 24.7889817234 |
| 2000-09-01 | 24.8156280552 |
| 2000-10-01 | 24.6268312635 |
| 2000-11-01 | 24.6164065766 |
| 2000-12-01 | 24.5971023022 |
| 2001-01-01 | 24.6169716382 |
| 2001-02-01 | 24.6547870512 |
| 2001-03-01 | 24.7363616319 |
| 2001-04-01 | 24.7623237280 |
| 2001-05-01 | 24.8248356614 |
| 2001-06-01 | 24.7941872151 |
| 2001-07-01 | 24.8285069763 |
| 2001-08-01 | 24.7873377101 |
| 2001-09-01 | 24.6127721419 |
| 2001-10-01 | 24.5384887856 |
| 2001-11-01 | 24.5467061439 |
| 2001-12-01 | 24.5267115989 |
| 2002-01-01 | 24.4614183013 |
| 2002-02-01 | 24.3634201913 |
| 2002-03-01 | 24.5602382569 |
| 2002-04-01 | 24.5682178552 |
| 2002-05-01 | 25.0156237768 |
| 2002-06-01 | 24.7721567523 |
| 2002-07-01 | 24.8447183223 |
| 2002-08-01 | 24.8323531732 |
| 2002-09-01 | 24.8118870369 |
| 2002-10-01 | 24.8145508525 |
| 2002-11-01 | 24.8512955315 |
| 2002-12-01 | 24.9295243800 |
| 2003-01-01 | 25.1961566646 |
| 2003-02-01 | 25.2495957601 |
| 2003-03-01 | 25.1740412097 |
| 2003-04-01 | 24.5484930220 |
| 2003-05-01 | 25.6269211451 |
| 2003-06-01 | 25.4987539901 |
| 2003-07-01 | 25.4963442839 |
| 2003-08-01 | 25.6044069226 |
| 2003-09-01 | 25.8125630485 |
| 2003-10-01 | 26.0571508586 |
| 2003-11-01 | 26.1175543134 |
| 2003-12-01 | 26.1940442420 |
| 2004-01-01 | 26.2552427573 |
| 2004-02-01 | 26.3837953614 |
| 2004-03-01 | 26.3689479306 |
| 2004-04-01 | 25.3327314441 |
| 2004-05-01 | 26.3430047369 |
| 2004-06-01 | 26.2322257810 |
| 2004-07-01 | 26.4233246465 |
| 2004-08-01 | 26.5456011651 |
| 2004-09-01 | 26.6971823186 |
| 2004-10-01 | 26.7284124960 |
| 2004-11-01 | 26.8081710660 |
| 2004-12-01 | 26.8634638046 |
| 2005-01-01 | 26.6132504201 |
| 2005-02-01 | 26.7523110981 |
| 2005-03-01 | 26.7667400412 |
| 2005-04-01 | 26.8211708382 |
| 2005-05-01 | 26.8479520581 |
| 2005-06-01 | 26.9434916800 |
| 2005-07-01 | 27.0084912154 |
| 2005-08-01 | 27.0336626822 |
| 2005-09-01 | 26.9912634710 |
| 2005-10-01 | 27.0291269637 |
| 2005-11-01 | 27.1427333199 |
| 2005-12-01 | 27.1626192740 |
| 2006-01-01 | 27.9463321609 |
| 2006-02-01 | 27.2574057223 |
| 2006-03-01 | 27.4734943844 |
| 2006-04-01 | 27.6137642108 |
| 2006-05-01 | 27.6210939490 |
| 2006-06-01 | 27.6278983561 |
| 2006-07-01 | 27.6751974327 |
| 2006-08-01 | 27.5906421853 |
| 2006-09-01 | 27.5769137920 |
| 2006-10-01 | 27.9568800840 |
| 2006-11-01 | 28.0102779517 |
| 2006-12-01 | 28.1729721015 |
| 2007-01-01 | 28.6758814946 |
| 2007-02-01 | 28.5412301029 |
| 2007-03-01 | 28.5156065286 |
| 2007-04-01 | 28.4412148499 |
| 2007-05-01 | 28.4773236215 |
| 2007-06-01 | 28.5966477311 |
| 2007-07-01 | 28.7310954303 |
| 2007-08-01 | 28.9206696343 |
| 2007-09-01 | 28.9633630689 |
| 2007-10-01 | 28.9870168734 |
| 2007-11-01 | 28.9500907816 |
| 2007-12-01 | 28.8677015842 |
| 2008-01-01 | 29.1399911711 |
| 2008-02-01 | 29.0519592407 |
| 2008-03-01 | 29.0909903632 |
| 2008-04-01 | 29.1518407366 |
| 2008-05-01 | 29.1200469647 |
| 2008-06-01 | 29.0442101946 |
| 2008-07-01 | 28.8927751342 |
| 2008-08-01 | 28.8756014360 |
| 2008-09-01 | 28.7661700706 |
| 2008-10-01 | 28.6157237562 |
| 2008-11-01 | 28.5371164146 |
| 2008-12-01 | 28.7330091721 |
| 2009-01-01 | 28.8405785797 |
| 2009-02-01 | 28.9482810889 |
| 2009-03-01 | 29.0833426071 |
| 2009-04-01 | 28.1553637619 |
| 2009-05-01 | 28.4796408421 |
| 2009-06-01 | 28.5089417829 |
| 2009-07-01 | 28.7335827223 |
| 2009-08-01 | 28.6628814154 |
| 2009-09-01 | 28.6851833922 |
| 2009-10-01 | 28.7252976818 |
| 2009-11-01 | 28.6945471758 |
| 2009-12-01 | 28.7002792742 |
| 2010-01-01 | 28.3636113174 |
| 2010-02-01 | 28.3209896353 |
| 2010-03-01 | 28.2565709018 |
| 2010-04-01 | 28.2374831657 |
| 2010-05-01 | 28.0404919935 |
| 2010-06-01 | 28.1580813705 |
| 2010-07-01 | 28.0175966912 |
| 2010-08-01 | 28.0787116326 |
| 2010-09-01 | 28.0005284532 |
| 2010-10-01 | 28.0418529600 |
| 2010-11-01 | 28.0877401485 |
| 2010-12-01 | 28.0150024819 |
| 2011-01-01 | 28.0371842035 |
| 2011-02-01 | 27.8180933060 |
| 2011-03-01 | 27.7960986348 |
| 2011-04-01 | 28.1351110045 |
| 2011-05-01 | 27.9871229875 |
| 2011-06-01 | 27.9546543252 |
| 2011-07-01 | 28.2113601495 |
| 2011-08-01 | 28.0945799948 |
| 2011-09-01 | 28.2161191508 |
| 2011-10-01 | 28.2507668546 |
| 2011-11-01 | 28.3199246400 |
| 2011-12-01 | 28.3605388339 |
| 2012-01-01 | 28.1933136977 |
| 2012-02-01 | 28.3667392469 |
| 2012-03-01 | 28.3989791418 |
| 2012-04-01 | 28.1626022426 |
| 2012-05-01 | 28.3197973894 |
| 2012-06-01 | 28.3339277033 |
| 2012-07-01 | 28.0546394406 |
| 2012-08-01 | 28.1094071700 |
| 2012-09-01 | 28.1223681538 |
| 2012-10-01 | 27.9709286232 |
| 2012-11-01 | 27.8555672273 |
| 2012-12-01 | 27.9072453714 |
| 2013-01-01 | 28.2126339877 |
| 2013-02-01 | 28.2149337108 |
| 2013-03-01 | 28.2174675631 |
| 2013-04-01 | 28.5751990915 |
| 2013-05-01 | 28.2785212329 |
| 2013-06-01 | 28.1572968170 |
| 2013-07-01 | 28.3763184746 |
| 2013-08-01 | 28.5335327447 |
| 2013-09-01 | 28.3377084242 |
| 2013-10-01 | 28.5548888975 |
| 2013-11-01 | 28.5528317408 |
| 2013-12-01 | 28.5986453914 |
| 2014-01-01 | 28.7799643355 |
| 2014-02-01 | 28.7980212801 |
| 2014-03-01 | 28.8347933561 |
| 2014-04-01 | 28.8806482497 |
| 2014-05-01 | 28.9780603743 |
| 2014-06-01 | 28.9494017852 |
| 2014-07-01 | 28.9078129349 |
| 2014-08-01 | 28.7953523791 |
| 2014-09-01 | 28.8462614188 |
| 2014-10-01 | 28.6330600682 |
| 2014-11-01 | 28.7097465056 |
| 2014-12-01 | 28.5547565950 |
| 2015-01-01 | 28.3613026735 |
| 2015-02-01 | 28.2971542250 |
| 2015-03-01 | 28.1310212848 |
| 2015-04-01 | 28.1568246597 |
| 2015-05-01 | 28.5388230638 |
| 2015-06-01 | 28.2782136030 |
| 2015-07-01 | 28.3231016876 |
| 2015-08-01 | 28.4519133548 |
| 2015-09-01 | 28.5880368463 |
| 2015-10-01 | 28.5732643780 |
| 2015-11-01 | 28.4723247407 |
| 2015-12-01 | 28.6072560644 |
| 2016-01-01 | 28.3538827621 |
| 2016-02-01 | 28.5723689570 |
| 2016-03-01 | 28.6759784972 |
| 2016-04-01 | 28.8332317869 |
| 2016-05-01 | 29.4288697514 |
| 2016-06-01 | 29.0317546137 |
| 2016-07-01 | 28.6368918639 |
| 2016-08-01 | 28.9032451017 |
| 2016-09-01 | 28.9645259509 |
| 2016-10-01 | 29.0183568452 |
| 2016-11-01 | 29.1108999691 |
| 2016-12-01 | 29.0754664562 |
| 2017-01-01 | 29.1376532365 |
| 2017-02-01 | 29.1012780665 |
| 2017-03-01 | 29.2031704598 |
| 2017-04-01 | 29.1247569782 |
| 2017-05-01 | 29.0310274436 |
| 2017-06-01 | 29.1491147428 |
| 2017-07-01 | 29.1573020366 |
| 2017-08-01 | 29.2022570781 |
| 2017-09-01 | 29.2368291363 |
| 2017-10-01 | 29.3579766369 |
| 2017-11-01 | 29.3473208607 |
| 2017-12-01 | 29.3161611386 |
| 2018-01-01 | 29.6478197325 |
| 2018-02-01 | 29.7224979117 |
| 2018-03-01 | 29.7714096753 |
| 2018-04-01 | 29.8496268291 |
| 2018-05-01 | 29.7970893415 |
| 2018-06-01 | 29.8764297935 |
| 2018-07-01 | 30.0916655898 |
| 2018-08-01 | 30.0834245295 |
| 2018-09-01 | 30.0553954437 |
| 2018-10-01 | 30.2033919902 |
| 2018-11-01 | 30.2503678008 |
| 2018-12-01 | 30.0344677057 |
| 2019-01-01 | 30.3007462511 |
| 2019-02-01 | 30.3983030138 |
| 2019-03-01 | 30.3741863290 |
| 2019-04-01 | 30.4196024172 |
| 2019-05-01 | 30.4091915080 |
| 2019-06-01 | 30.3663809829 |
| 2019-07-01 | 30.3307356248 |
| 2019-08-01 | 30.3632963683 |
| 2019-09-01 | 30.3092321680 |
| 2019-10-01 | 30.2634555114 |
| 2019-11-01 | 30.3695182021 |
| 2019-12-01 | 30.5222404993 |
| 2020-01-01 | 30.3757598518 |
| 2020-02-01 | 30.5423273627 |
| 2020-03-01 | 30.5042102950 |
| 2020-04-01 | 24.1077107805 |
| 2020-05-01 | 26.5706283870 |
| 2020-06-01 | 28.3134896002 |
| 2020-07-01 | 28.7432657644 |
| 2020-08-01 | 29.1724651023 |
| 2020-09-01 | 29.4525695765 |
| 2020-10-01 | 29.7247171665 |
| 2020-11-01 | 30.1057536672 |
| 2020-12-01 | 29.9368612134 |
| 2021-01-01 | 30.2275774295 |
| 2021-02-01 | 30.3300775765 |
| 2021-03-01 | 30.6261617050 |
| 2021-04-01 | 30.6796938987 |
| 2021-05-01 | 30.7975179417 |
| 2021-06-01 | 30.9238050065 |
| 2021-07-01 | 31.0266244647 |
| 2021-08-01 | 30.9269157341 |
| 2021-09-01 | 30.9268979908 |
| 2021-10-01 | 30.8288524718 |
| 2021-11-01 | 30.8756162482 |
| 2021-12-01 | 31.1308337971 |
| 2022-01-01 | 30.7596100387 |
| 2022-02-01 | 30.7776464874 |
| 2022-03-01 | 30.3408214969 |
| 2022-04-01 | 30.9249981123 |
| 2022-05-01 | 31.1291797076 |
| 2022-06-01 | 31.1352704020 |
| 2022-07-01 | 31.3293100796 |
| 2022-08-01 | 31.3852512162 |
| 2022-09-01 | 31.4296815937 |
| 2022-10-01 | 31.5445145167 |
| 2022-11-01 | 31.5747785354 |
| 2022-12-01 | 31.6371131181 |
| 2023-01-01 | 31.6552777442 |
| 2023-02-01 | 31.5764118559 |
| 2023-03-01 | 31.5451671649 |
| 2023-04-01 | 31.6648619501 |
| 2023-05-01 | 31.8777053712 |
| 2023-06-01 | 31.6201439848 |
| 2023-07-01 | 31.3667433029 |
| 2023-08-01 | 31.5454005716 |
| 2023-09-01 | 31.6474491769 |
| 2023-10-01 | 31.6683222290 |
| 2023-11-01 | 31.6660034429 |
| 2023-12-01 | 31.7605924302 |
| 2024-01-01 | 31.6397237073 |
| 2024-02-01 | 32.0411147364 |
| 2024-03-01 | 31.7468992201 |
| 2024-04-01 | 31.6246211176 |
| 2024-05-01 | 31.4389701467 |
| 2024-06-01 | 31.4072585232 |
| 2024-07-01 | 31.4221862591 |
| 2024-08-01 | 31.4757617411 |
| 2024-09-01 | 31.4573929662 |
| 2024-10-01 | 31.3693493151 |
| 2024-11-01 | 31.4425680295 |
| 2024-12-01 | 31.6360649240 |
| 2025-01-01 | 31.7000250932 |
| 2025-02-01 | 31.8180271691 |
| 2025-03-01 | 31.8851032699 |
| 2025-04-01 | 31.8912487199 |
| 2025-05-01 | 32.0892570943 |
| 2025-06-01 | 32.2765461566 |
| 2025-07-01 | 32.1594590361 |
| 2025-08-01 | 32.2054886505 |
| 2025-09-01 | 32.1682156290 |
| 2025-10-01 | 32.2510612327 |
| 2025-11-01 | 32.2997646062 |
| 2025-12-01 | 32.0455266550 |
| 2026-01-01 | 32.0714584444 |
| 2026-02-01 | 31.9154347465 |
| 2026-03-01 | 31.6320591654 |
| 2026-04-01 | 31.8313462763 |
| 2026-05-01 | 31.9447091075 |
| 2026-06-01 | 31.7700144833 |
| 2026-07-01 | 31.7706338132 |
| 2026-08-01 | 31.7194659982 |
| 2026-09-01 | 31.7672766143 |