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 2026-07-01 |
| Last Updated | 2026-08-21 7:28 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 | 18.5800687755963 |
| 1990-02-01 | 19.1375022977840 |
| 1990-03-01 | 19.3706580073610 |
| 1990-04-01 | 19.1854417645843 |
| 1990-05-01 | 18.9427992350537 |
| 1990-06-01 | 19.0187508899115 |
| 1990-07-01 | 18.9402712564103 |
| 1990-08-01 | 18.9608787815513 |
| 1990-09-01 | 18.9779612746474 |
| 1990-10-01 | 19.0408524978400 |
| 1990-11-01 | 19.3761537320502 |
| 1990-12-01 | 19.3757459367648 |
| 1991-01-01 | 19.3535498260307 |
| 1991-02-01 | 19.4447900950489 |
| 1991-03-01 | 19.5774803994363 |
| 1991-04-01 | 19.4989548672925 |
| 1991-05-01 | 19.7364564747146 |
| 1991-06-01 | 19.7426053459101 |
| 1991-07-01 | 19.8344509680452 |
| 1991-08-01 | 19.9777758209855 |
| 1991-09-01 | 20.0707322211745 |
| 1991-10-01 | 19.6921872675763 |
| 1991-11-01 | 19.8887964055869 |
| 1991-12-01 | 19.9634205539486 |
| 1992-01-01 | 20.1115205385527 |
| 1992-02-01 | 20.2734493752285 |
| 1992-03-01 | 20.2965413392171 |
| 1992-04-01 | 20.3992104488813 |
| 1992-05-01 | 20.5482654448138 |
| 1992-06-01 | 20.6615795003730 |
| 1992-07-01 | 20.8547008822335 |
| 1992-08-01 | 20.7202323188414 |
| 1992-09-01 | 20.7739071119527 |
| 1992-10-01 | 20.8183278845579 |
| 1992-11-01 | 20.8733912684888 |
| 1992-12-01 | 20.8155694329902 |
| 1993-01-01 | 21.1519470236824 |
| 1993-02-01 | 21.2358704337300 |
| 1993-03-01 | 21.3076620378766 |
| 1993-04-01 | 21.5008535137195 |
| 1993-05-01 | 21.5758919617662 |
| 1993-06-01 | 21.5893861213613 |
| 1993-07-01 | 21.9103764099730 |
| 1993-08-01 | 21.9677055193139 |
| 1993-09-01 | 22.0884501755535 |
| 1993-10-01 | 22.2389390173700 |
| 1993-11-01 | 22.2096625648647 |
| 1993-12-01 | 22.2359673418849 |
| 1994-01-01 | 21.9975844055685 |
| 1994-02-01 | 22.0111724488026 |
| 1994-03-01 | 22.3094349492446 |
| 1994-04-01 | 22.4185545940767 |
| 1994-05-01 | 22.3969409084586 |
| 1994-06-01 | 22.5846438691677 |
| 1994-07-01 | 22.5106080038414 |
| 1994-08-01 | 22.6343296277704 |
| 1994-09-01 | 22.7179493088682 |
| 1994-10-01 | 22.8100473236031 |
| 1994-11-01 | 22.7918155236082 |
| 1994-12-01 | 22.9189912632737 |
| 1995-01-01 | 23.0378157918335 |
| 1995-02-01 | 23.0865261539466 |
| 1995-03-01 | 23.2076128247538 |
| 1995-04-01 | 23.2607613937314 |
| 1995-05-01 | 23.2917018360778 |
| 1995-06-01 | 23.5117515704849 |
| 1995-07-01 | 23.5982959821910 |
| 1995-08-01 | 23.6859793668026 |
| 1995-09-01 | 23.6537630970617 |
| 1995-10-01 | 23.7146936263161 |
| 1995-11-01 | 23.7554016900834 |
| 1995-12-01 | 23.7019305962023 |
| 1996-01-01 | 23.6994570898557 |
| 1996-02-01 | 23.6293723717265 |
| 1996-03-01 | 23.6204528893276 |
| 1996-04-01 | 23.4105118960098 |
| 1996-05-01 | 23.5555087284286 |
| 1996-06-01 | 23.4473034944714 |
| 1996-07-01 | 23.3650416765984 |
| 1996-08-01 | 23.3399039058844 |
| 1996-09-01 | 23.4989738605519 |
| 1996-10-01 | 23.4292140144759 |
| 1996-11-01 | 23.5417123786288 |
| 1996-12-01 | 23.5961563908661 |
| 1997-01-01 | 23.7669414740512 |
| 1997-02-01 | 23.5361811428376 |
| 1997-03-01 | 23.6512013922231 |
| 1997-04-01 | 23.8378825816190 |
| 1997-05-01 | 23.8468194398190 |
| 1997-06-01 | 23.8995174992896 |
| 1997-07-01 | 23.9826933610019 |
| 1997-08-01 | 24.0682024406568 |
| 1997-09-01 | 24.0508203167631 |
| 1997-10-01 | 24.0121699243886 |
| 1997-11-01 | 24.0629211675889 |
| 1997-12-01 | 24.0321891439316 |
| 1998-01-01 | 23.9605278890220 |
| 1998-02-01 | 24.0109325892345 |
| 1998-03-01 | 23.9952629826245 |
| 1998-04-01 | 23.9965676320115 |
| 1998-05-01 | 24.0490636425886 |
| 1998-06-01 | 23.9985766375950 |
| 1998-07-01 | 24.0712874876402 |
| 1998-08-01 | 23.8698780948436 |
| 1998-09-01 | 24.0682409998168 |
| 1998-10-01 | 24.2907081149733 |
| 1998-11-01 | 24.6457879713724 |
| 1998-12-01 | 24.8199170155570 |
| 1999-01-01 | 24.5531524091488 |
| 1999-02-01 | 24.5991252098681 |
| 1999-03-01 | 24.5442091505291 |
| 1999-04-01 | 24.4601026488281 |
| 1999-05-01 | 24.2630121752592 |
| 1999-06-01 | 24.1514573681339 |
| 1999-07-01 | 24.1247073616206 |
| 1999-08-01 | 23.9384343135025 |
| 1999-09-01 | 24.1495620132028 |
| 1999-10-01 | 24.2877034571369 |
| 1999-11-01 | 24.5635960399297 |
| 1999-12-01 | 24.6448233272885 |
| 2000-01-01 | 24.2528992649349 |
| 2000-02-01 | 24.3236125539911 |
| 2000-03-01 | 24.2963314190758 |
| 2000-04-01 | 24.3384806564286 |
| 2000-05-01 | 24.2481806818064 |
| 2000-06-01 | 24.6598770683888 |
| 2000-07-01 | 24.6625429508625 |
| 2000-08-01 | 24.7889814143741 |
| 2000-09-01 | 24.8156276060217 |
| 2000-10-01 | 24.6268315302952 |
| 2000-11-01 | 24.6164085337733 |
| 2000-12-01 | 24.5971042889061 |
| 2001-01-01 | 24.6169738343544 |
| 2001-02-01 | 24.6547939443889 |
| 2001-03-01 | 24.7363619744401 |
| 2001-04-01 | 24.7623105462042 |
| 2001-05-01 | 24.8248341447377 |
| 2001-06-01 | 24.7941869240940 |
| 2001-07-01 | 24.8285066589230 |
| 2001-08-01 | 24.7873375090279 |
| 2001-09-01 | 24.6127720326236 |
| 2001-10-01 | 24.5384896685314 |
| 2001-11-01 | 24.5467087463181 |
| 2001-12-01 | 24.5267146613583 |
| 2002-01-01 | 24.4614234028269 |
| 2002-02-01 | 24.3634324059003 |
| 2002-03-01 | 24.5602411657055 |
| 2002-04-01 | 24.5681886615037 |
| 2002-05-01 | 25.0156224655522 |
| 2002-06-01 | 24.7721570455891 |
| 2002-07-01 | 24.8447192795249 |
| 2002-08-01 | 24.8323533610803 |
| 2002-09-01 | 24.8118872921643 |
| 2002-10-01 | 24.8145516079701 |
| 2002-11-01 | 24.8512978090225 |
| 2002-12-01 | 24.9295276945108 |
| 2003-01-01 | 25.1961721005250 |
| 2003-02-01 | 25.2496073086864 |
| 2003-03-01 | 25.1740474795894 |
| 2003-04-01 | 24.5484490051816 |
| 2003-05-01 | 25.6269191547498 |
| 2003-06-01 | 25.4987557012639 |
| 2003-07-01 | 25.4963470558824 |
| 2003-08-01 | 25.6044079120907 |
| 2003-09-01 | 25.8125635706418 |
| 2003-10-01 | 26.0571505456841 |
| 2003-11-01 | 26.1175543795046 |
| 2003-12-01 | 26.1940450022029 |
| 2004-01-01 | 26.2552725868369 |
| 2004-02-01 | 26.3838007175401 |
| 2004-03-01 | 26.3689510931622 |
| 2004-04-01 | 25.3326922479416 |
| 2004-05-01 | 26.3430028878093 |
| 2004-06-01 | 26.2322245813059 |
| 2004-07-01 | 26.4233268071234 |
| 2004-08-01 | 26.5456019710104 |
| 2004-09-01 | 26.6971825364600 |
| 2004-10-01 | 26.7284105549692 |
| 2004-11-01 | 26.8081678677341 |
| 2004-12-01 | 26.8634604140824 |
| 2005-01-01 | 26.6132956652061 |
| 2005-02-01 | 26.7523088821221 |
| 2005-03-01 | 26.7667380207746 |
| 2005-04-01 | 26.8211455485027 |
| 2005-05-01 | 26.8479483134437 |
| 2005-06-01 | 26.9434886585329 |
| 2005-07-01 | 27.0084914754819 |
| 2005-08-01 | 27.0336627109317 |
| 2005-09-01 | 26.9912633990259 |
| 2005-10-01 | 27.0291247894474 |
| 2005-11-01 | 27.1427296420725 |
| 2005-12-01 | 27.1626084403935 |
| 2006-01-01 | 27.9463806302844 |
| 2006-02-01 | 27.2574024860214 |
| 2006-03-01 | 27.4734897837452 |
| 2006-04-01 | 27.6137543337608 |
| 2006-05-01 | 27.6210898934431 |
| 2006-06-01 | 27.6278932445049 |
| 2006-07-01 | 27.6751950273397 |
| 2006-08-01 | 27.5906407708454 |
| 2006-09-01 | 27.5769130214060 |
| 2006-10-01 | 27.9568781682953 |
| 2006-11-01 | 28.0102761182443 |
| 2006-12-01 | 28.1729572383624 |
| 2007-01-01 | 28.6759183784288 |
| 2007-02-01 | 28.5412322070463 |
| 2007-03-01 | 28.5156073729841 |
| 2007-04-01 | 28.4412172691823 |
| 2007-05-01 | 28.4773148844261 |
| 2007-06-01 | 28.5966404830787 |
| 2007-07-01 | 28.7310911503753 |
| 2007-08-01 | 28.9206668730957 |
| 2007-09-01 | 28.9633619691856 |
| 2007-10-01 | 28.9870166328984 |
| 2007-11-01 | 28.9500928747693 |
| 2007-12-01 | 28.8676833690899 |
| 2008-01-01 | 29.1400116185322 |
| 2008-02-01 | 29.0519676321912 |
| 2008-03-01 | 29.0909988256185 |
| 2008-04-01 | 29.1518517797996 |
| 2008-05-01 | 29.1200352806982 |
| 2008-06-01 | 29.0442006446167 |
| 2008-07-01 | 28.8927695579458 |
| 2008-08-01 | 28.8755972941246 |
| 2008-09-01 | 28.7661680078459 |
| 2008-10-01 | 28.6157233450637 |
| 2008-11-01 | 28.5371191680250 |
| 2008-12-01 | 28.7329966349275 |
| 2009-01-01 | 28.8405856271272 |
| 2009-02-01 | 28.9482918631163 |
| 2009-03-01 | 29.0833566999118 |
| 2009-04-01 | 28.1553820575965 |
| 2009-05-01 | 28.4796249466405 |
| 2009-06-01 | 28.5089298966149 |
| 2009-07-01 | 28.7335764980663 |
| 2009-08-01 | 28.6628765615240 |
| 2009-09-01 | 28.6851811119590 |
| 2009-10-01 | 28.7252979597047 |
| 2009-11-01 | 28.6945503834473 |
| 2009-12-01 | 28.7002718880115 |
| 2010-01-01 | 28.3636135868317 |
| 2010-02-01 | 28.3209991192822 |
| 2010-03-01 | 28.2565838710567 |
| 2010-04-01 | 28.2374972154888 |
| 2010-05-01 | 28.0404809699053 |
| 2010-06-01 | 28.1580723265170 |
| 2010-07-01 | 28.0175907814548 |
| 2010-08-01 | 28.0787065172287 |
| 2010-09-01 | 28.0005253852338 |
| 2010-10-01 | 28.0418518726330 |
| 2010-11-01 | 28.0877412273101 |
| 2010-12-01 | 28.0150011102728 |
| 2011-01-01 | 28.0371896523176 |
| 2011-02-01 | 27.8180990768277 |
| 2011-03-01 | 27.7961079686355 |
| 2011-04-01 | 28.1351186449864 |
| 2011-05-01 | 27.9871161169236 |
| 2011-06-01 | 27.9546472203640 |
| 2011-07-01 | 28.2113552642506 |
| 2011-08-01 | 28.0945749523137 |
| 2011-09-01 | 28.2161161839273 |
| 2011-10-01 | 28.2507656755394 |
| 2011-11-01 | 28.3199256552257 |
| 2011-12-01 | 28.3605397387819 |
| 2012-01-01 | 28.1933256503882 |
| 2012-02-01 | 28.3667424860538 |
| 2012-03-01 | 28.3989830801850 |
| 2012-04-01 | 28.1626019372731 |
| 2012-05-01 | 28.3197944475710 |
| 2012-06-01 | 28.3339217375235 |
| 2012-07-01 | 28.0546347087947 |
| 2012-08-01 | 28.1094016751557 |
| 2012-09-01 | 28.1223649335098 |
| 2012-10-01 | 27.9709269933553 |
| 2012-11-01 | 27.8555690263528 |
| 2012-12-01 | 27.9072501664663 |
| 2013-01-01 | 28.2126544347589 |
| 2013-02-01 | 28.2149369126664 |
| 2013-03-01 | 28.2174717040372 |
| 2013-04-01 | 28.5751961670070 |
| 2013-05-01 | 28.2785028300784 |
| 2013-06-01 | 28.1572895477236 |
| 2013-07-01 | 28.3763139316574 |
| 2013-08-01 | 28.5335271355025 |
| 2013-09-01 | 28.3377091358694 |
| 2013-10-01 | 28.5548877112862 |
| 2013-11-01 | 28.5528349171899 |
| 2013-12-01 | 28.5986526121404 |
| 2014-01-01 | 28.7800048810604 |
| 2014-02-01 | 28.7980243770725 |
| 2014-03-01 | 28.8347970369495 |
| 2014-04-01 | 28.8806432951570 |
| 2014-05-01 | 28.9780034242550 |
| 2014-06-01 | 28.9493892370237 |
| 2014-07-01 | 28.9078203228273 |
| 2014-08-01 | 28.7953553114624 |
| 2014-09-01 | 28.8462714510208 |
| 2014-10-01 | 28.6330601421285 |
| 2014-11-01 | 28.7097483630612 |
| 2014-12-01 | 28.5547617007077 |
| 2015-01-01 | 28.3613591395840 |
| 2015-02-01 | 28.2971576502357 |
| 2015-03-01 | 28.1310310400069 |
| 2015-04-01 | 28.1568281054191 |
| 2015-05-01 | 28.5386752049694 |
| 2015-06-01 | 28.2782114835751 |
| 2015-07-01 | 28.3231390979585 |
| 2015-08-01 | 28.4519412966816 |
| 2015-09-01 | 28.5880692845552 |
| 2015-10-01 | 28.5732743828702 |
| 2015-11-01 | 28.4723301989262 |
| 2015-12-01 | 28.6071856072656 |
| 2016-01-01 | 28.3539607660963 |
| 2016-02-01 | 28.5723851592228 |
| 2016-03-01 | 28.6760109276792 |
| 2016-04-01 | 28.8332705685226 |
| 2016-05-01 | 29.4285428013500 |
| 2016-06-01 | 29.0317909213864 |
| 2016-07-01 | 28.6369874494152 |
| 2016-08-01 | 28.9033232064154 |
| 2016-09-01 | 28.9646061508095 |
| 2016-10-01 | 29.0184247310643 |
| 2016-11-01 | 29.1109683692112 |
| 2016-12-01 | 29.0750416792912 |
| 2017-01-01 | 29.1377718357177 |
| 2017-02-01 | 29.1013544553062 |
| 2017-03-01 | 29.2032548683103 |
| 2017-04-01 | 29.1248443452410 |
| 2017-05-01 | 29.0305760472002 |
| 2017-06-01 | 29.1492037537430 |
| 2017-07-01 | 29.1574338596380 |
| 2017-08-01 | 29.2023751297499 |
| 2017-09-01 | 29.2369487945728 |
| 2017-10-01 | 29.3580939694517 |
| 2017-11-01 | 29.3474404795565 |
| 2017-12-01 | 29.3153703083491 |
| 2018-01-01 | 29.6479715318171 |
| 2018-02-01 | 29.7226305075008 |
| 2018-03-01 | 29.7715466738663 |
| 2018-04-01 | 29.8497676262097 |
| 2018-05-01 | 29.7966306094141 |
| 2018-06-01 | 29.8764990384404 |
| 2018-07-01 | 30.0918213829267 |
| 2018-08-01 | 30.0835786516547 |
| 2018-09-01 | 30.0555638591291 |
| 2018-10-01 | 30.2035808002030 |
| 2018-11-01 | 30.2504566373202 |
| 2018-12-01 | 30.0333985447462 |
| 2019-01-01 | 30.3009165407607 |
| 2019-02-01 | 30.3984431966637 |
| 2019-03-01 | 30.3743063144935 |
| 2019-04-01 | 30.4197256882458 |
| 2019-05-01 | 30.4089509133924 |
| 2019-06-01 | 30.3664044013643 |
| 2019-07-01 | 30.3309141040602 |
| 2019-08-01 | 30.3635055965972 |
| 2019-09-01 | 30.3094502805350 |
| 2019-10-01 | 30.2636542043277 |
| 2019-11-01 | 30.3694515034898 |
| 2019-12-01 | 30.5213455411018 |
| 2020-01-01 | 30.3757699150614 |
| 2020-02-01 | 30.5422849326434 |
| 2020-03-01 | 30.5041871610135 |
| 2020-04-01 | 24.1077583249718 |
| 2020-05-01 | 26.5706018251121 |
| 2020-06-01 | 28.3135513546364 |
| 2020-07-01 | 28.7436130082045 |
| 2020-08-01 | 29.1728696226724 |
| 2020-09-01 | 29.4529467002538 |
| 2020-10-01 | 29.7249821308402 |
| 2020-11-01 | 30.1055293222380 |
| 2020-12-01 | 29.9360868883424 |
| 2021-01-01 | 30.2272856967027 |
| 2021-02-01 | 30.3296509619133 |
| 2021-03-01 | 30.6258027522475 |
| 2021-04-01 | 30.6794321279665 |
| 2021-05-01 | 30.7974439230198 |
| 2021-06-01 | 30.9236321283308 |
| 2021-07-01 | 31.0292654261770 |
| 2021-08-01 | 30.9271251703448 |
| 2021-09-01 | 30.9271230487881 |
| 2021-10-01 | 30.8290055134617 |
| 2021-11-01 | 30.8754575990071 |
| 2021-12-01 | 31.1304227030044 |
| 2022-01-01 | 30.7577854815099 |
| 2022-02-01 | 30.7763725581548 |
| 2022-03-01 | 30.3406370119941 |
| 2022-04-01 | 30.9248798707686 |
| 2022-05-01 | 31.1292430695914 |
| 2022-06-01 | 31.1350545978214 |
| 2022-07-01 | 31.3342614691949 |
| 2022-08-01 | 31.3851263843964 |
| 2022-09-01 | 31.4296391757093 |
| 2022-10-01 | 31.5445612428830 |
| 2022-11-01 | 31.5748167870483 |
| 2022-12-01 | 31.6369368533408 |
| 2023-01-01 | 31.6518945367635 |
| 2023-02-01 | 31.5742187701744 |
| 2023-03-01 | 31.5449311922506 |
| 2023-04-01 | 31.6645004331093 |
| 2023-05-01 | 31.8772857750988 |
| 2023-06-01 | 31.6226814255964 |
| 2023-07-01 | 31.3731478157945 |
| 2023-08-01 | 31.5441930114101 |
| 2023-09-01 | 31.6467432107093 |
| 2023-10-01 | 31.6682054900977 |
| 2023-11-01 | 31.6671064381648 |
| 2023-12-01 | 31.7606398889500 |
| 2024-01-01 | 31.6343993629514 |
| 2024-02-01 | 32.0375883402430 |
| 2024-03-01 | 31.7470182594492 |
| 2024-04-01 | 31.6246117642758 |
| 2024-05-01 | 31.4366051886288 |
| 2024-06-01 | 31.4161650136102 |
| 2024-07-01 | 31.4300083134963 |
| 2024-08-01 | 31.4659426544545 |
| 2024-09-01 | 31.4593192532852 |
| 2024-10-01 | 31.3713494979291 |
| 2024-11-01 | 31.4459828209206 |
| 2024-12-01 | 31.6362090549029 |
| 2025-01-01 | 31.6944669946681 |
| 2025-02-01 | 31.8125247184534 |
| 2025-03-01 | 31.8828831334025 |
| 2025-04-01 | 31.8896910129834 |
| 2025-05-01 | 32.0844257220425 |
| 2025-06-01 | 32.2927636683617 |
| 2025-07-01 | 32.1711493552624 |
| 2025-08-01 | 32.1827932955438 |
| 2025-09-01 | 32.1744053007248 |
| 2025-10-01 | 32.2561598032833 |
| 2025-11-01 | 32.3063835510951 |
| 2025-12-01 | 32.0459940184450 |
| 2026-01-01 | 32.0656523019949 |
| 2026-02-01 | 31.9075034897571 |
| 2026-03-01 | 31.6270942602612 |
| 2026-04-01 | 31.8281526267258 |
| 2026-05-01 | 31.9372985270952 |
| 2026-06-01 | 31.7895934394664 |
| 2026-07-01 | 31.7890782840338 |