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 2026-08-01 |
| 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 | 18.5800687753 |
| 1990-02-01 | 19.1375022976 |
| 1990-03-01 | 19.3706580072 |
| 1990-04-01 | 19.1854417645 |
| 1990-05-01 | 18.9427992350 |
| 1990-06-01 | 19.0187508900 |
| 1990-07-01 | 18.9402712568 |
| 1990-08-01 | 18.9608787820 |
| 1990-09-01 | 18.9779612748 |
| 1990-10-01 | 19.0408524985 |
| 1990-11-01 | 19.3761537319 |
| 1990-12-01 | 19.3757459361 |
| 1991-01-01 | 19.3535498257 |
| 1991-02-01 | 19.4447900947 |
| 1991-03-01 | 19.5774803992 |
| 1991-04-01 | 19.4989548671 |
| 1991-05-01 | 19.7364564746 |
| 1991-06-01 | 19.7426053459 |
| 1991-07-01 | 19.8344509685 |
| 1991-08-01 | 19.9777758215 |
| 1991-09-01 | 20.0707322216 |
| 1991-10-01 | 19.6921872693 |
| 1991-11-01 | 19.8887964063 |
| 1991-12-01 | 19.9634205542 |
| 1992-01-01 | 20.1115205330 |
| 1992-02-01 | 20.2734493766 |
| 1992-03-01 | 20.2965413390 |
| 1992-04-01 | 20.3992104483 |
| 1992-05-01 | 20.5482654443 |
| 1992-06-01 | 20.6615795002 |
| 1992-07-01 | 20.8547008833 |
| 1992-08-01 | 20.7202323206 |
| 1992-09-01 | 20.7739071139 |
| 1992-10-01 | 20.8183278880 |
| 1992-11-01 | 20.8733912699 |
| 1992-12-01 | 20.8155694333 |
| 1993-01-01 | 21.1519470116 |
| 1993-02-01 | 21.2358704356 |
| 1993-03-01 | 21.3076620369 |
| 1993-04-01 | 21.5008535130 |
| 1993-05-01 | 21.5758919578 |
| 1993-06-01 | 21.5893861226 |
| 1993-07-01 | 21.9103764136 |
| 1993-08-01 | 21.9677055246 |
| 1993-09-01 | 22.0884501812 |
| 1993-10-01 | 22.2389390243 |
| 1993-11-01 | 22.2096625675 |
| 1993-12-01 | 22.2359673417 |
| 1994-01-01 | 21.9975843857 |
| 1994-02-01 | 22.0111724492 |
| 1994-03-01 | 22.3094349453 |
| 1994-04-01 | 22.4185545840 |
| 1994-05-01 | 22.3969408987 |
| 1994-06-01 | 22.5846438696 |
| 1994-07-01 | 22.5106080107 |
| 1994-08-01 | 22.6343296418 |
| 1994-09-01 | 22.7179493275 |
| 1994-10-01 | 22.8100473470 |
| 1994-11-01 | 22.7918155460 |
| 1994-12-01 | 22.9189912825 |
| 1995-01-01 | 23.0378157033 |
| 1995-02-01 | 23.0865261588 |
| 1995-03-01 | 23.2076128152 |
| 1995-04-01 | 23.2607613644 |
| 1995-05-01 | 23.2917018093 |
| 1995-06-01 | 23.5117515640 |
| 1995-07-01 | 23.5982959934 |
| 1995-08-01 | 23.6859793995 |
| 1995-09-01 | 23.6537631473 |
| 1995-10-01 | 23.7146936883 |
| 1995-11-01 | 23.7554017513 |
| 1995-12-01 | 23.7019306464 |
| 1996-01-01 | 23.6994569358 |
| 1996-02-01 | 23.6293723697 |
| 1996-03-01 | 23.6204528484 |
| 1996-04-01 | 23.4105118163 |
| 1996-05-01 | 23.5555086571 |
| 1996-06-01 | 23.4473034365 |
| 1996-07-01 | 23.3650416404 |
| 1996-08-01 | 23.3399040849 |
| 1996-09-01 | 23.4989739878 |
| 1996-10-01 | 23.4292140523 |
| 1996-11-01 | 23.5417125757 |
| 1996-12-01 | 23.5961565213 |
| 1997-01-01 | 23.7669412176 |
| 1997-02-01 | 23.5361810982 |
| 1997-03-01 | 23.6512012866 |
| 1997-04-01 | 23.8378824400 |
| 1997-05-01 | 23.8468192822 |
| 1997-06-01 | 23.8995173127 |
| 1997-07-01 | 23.9826931559 |
| 1997-08-01 | 24.0682032680 |
| 1997-09-01 | 24.0508203078 |
| 1997-10-01 | 24.0121697102 |
| 1997-11-01 | 24.0629216180 |
| 1997-12-01 | 24.0321894501 |
| 1998-01-01 | 23.9605275794 |
| 1998-02-01 | 24.0109324486 |
| 1998-03-01 | 23.9952628108 |
| 1998-04-01 | 23.9965674289 |
| 1998-05-01 | 24.0490634505 |
| 1998-06-01 | 23.9985762768 |
| 1998-07-01 | 24.0712870532 |
| 1998-08-01 | 23.8698794985 |
| 1998-09-01 | 24.0682407919 |
| 1998-10-01 | 24.2907076552 |
| 1998-11-01 | 24.6457887763 |
| 1998-12-01 | 24.8199176536 |
| 1999-01-01 | 24.5531521792 |
| 1999-02-01 | 24.5991250185 |
| 1999-03-01 | 24.5442088442 |
| 1999-04-01 | 24.4601022183 |
| 1999-05-01 | 24.2630117452 |
| 1999-06-01 | 24.1514566934 |
| 1999-07-01 | 24.1247067057 |
| 1999-08-01 | 23.9384364088 |
| 1999-09-01 | 24.1495615801 |
| 1999-10-01 | 24.2877030661 |
| 1999-11-01 | 24.5635971504 |
| 1999-12-01 | 24.6448241210 |
| 2000-01-01 | 24.2528987474 |
| 2000-02-01 | 24.3236146560 |
| 2000-03-01 | 24.2963299277 |
| 2000-04-01 | 24.3384788752 |
| 2000-05-01 | 24.2481801367 |
| 2000-06-01 | 24.6598756090 |
| 2000-07-01 | 24.6625420679 |
| 2000-08-01 | 24.7889832807 |
| 2000-09-01 | 24.8156275348 |
| 2000-10-01 | 24.6268320828 |
| 2000-11-01 | 24.6164105705 |
| 2000-12-01 | 24.5971061924 |
| 2001-01-01 | 24.6169721181 |
| 2001-02-01 | 24.6548007452 |
| 2001-03-01 | 24.7363621238 |
| 2001-04-01 | 24.7622977203 |
| 2001-05-01 | 24.8248330390 |
| 2001-06-01 | 24.7941868254 |
| 2001-07-01 | 24.8285069338 |
| 2001-08-01 | 24.7873399313 |
| 2001-09-01 | 24.6127728840 |
| 2001-10-01 | 24.5384914938 |
| 2001-11-01 | 24.5467116259 |
| 2001-12-01 | 24.5267175677 |
| 2002-01-01 | 24.4614205811 |
| 2002-02-01 | 24.3634443020 |
| 2002-03-01 | 24.5602436939 |
| 2002-04-01 | 24.5681606438 |
| 2002-05-01 | 25.0156219309 |
| 2002-06-01 | 24.7721584672 |
| 2002-07-01 | 24.8447214799 |
| 2002-08-01 | 24.8323563686 |
| 2002-09-01 | 24.8118896122 |
| 2002-10-01 | 24.8145547181 |
| 2002-11-01 | 24.8513016055 |
| 2002-12-01 | 24.9295326422 |
| 2003-01-01 | 25.1961679605 |
| 2003-02-01 | 25.2496195520 |
| 2003-03-01 | 25.1740542544 |
| 2003-04-01 | 24.5484077056 |
| 2003-05-01 | 25.6269187491 |
| 2003-06-01 | 25.4987597094 |
| 2003-07-01 | 25.4963516676 |
| 2003-08-01 | 25.6044121036 |
| 2003-09-01 | 25.8125671519 |
| 2003-10-01 | 26.0571541264 |
| 2003-11-01 | 26.1175575899 |
| 2003-12-01 | 26.1940497534 |
| 2004-01-01 | 26.2552690345 |
| 2004-02-01 | 26.3838084511 |
| 2004-03-01 | 26.3689562472 |
| 2004-04-01 | 25.3326568607 |
| 2004-05-01 | 26.3430031959 |
| 2004-06-01 | 26.2322268838 |
| 2004-07-01 | 26.4233311297 |
| 2004-08-01 | 26.5456064333 |
| 2004-09-01 | 26.6971868586 |
| 2004-10-01 | 26.7284140892 |
| 2004-11-01 | 26.8081705396 |
| 2004-12-01 | 26.8634648243 |
| 2005-01-01 | 26.6132919328 |
| 2005-02-01 | 26.7523095858 |
| 2005-03-01 | 26.7667401916 |
| 2005-04-01 | 26.8211249260 |
| 2005-05-01 | 26.8479480198 |
| 2005-06-01 | 26.9434899331 |
| 2005-07-01 | 27.0084946496 |
| 2005-08-01 | 27.0336669940 |
| 2005-09-01 | 26.9912674381 |
| 2005-10-01 | 27.0291272990 |
| 2005-11-01 | 27.1427305680 |
| 2005-12-01 | 27.1626141761 |
| 2006-01-01 | 27.9463767166 |
| 2006-02-01 | 27.2573971189 |
| 2006-03-01 | 27.4734872713 |
| 2006-04-01 | 27.6137474804 |
| 2006-05-01 | 27.6210897064 |
| 2006-06-01 | 27.6278937239 |
| 2006-07-01 | 27.6751975385 |
| 2006-08-01 | 27.5906453919 |
| 2006-09-01 | 27.5769172493 |
| 2006-10-01 | 27.9568807357 |
| 2006-11-01 | 28.0102758785 |
| 2006-12-01 | 28.1729660151 |
| 2007-01-01 | 28.6759131289 |
| 2007-02-01 | 28.5412216468 |
| 2007-03-01 | 28.5155990651 |
| 2007-04-01 | 28.4412062676 |
| 2007-05-01 | 28.4773229417 |
| 2007-06-01 | 28.5966474609 |
| 2007-07-01 | 28.7310948777 |
| 2007-08-01 | 28.9206724972 |
| 2007-09-01 | 28.9633659556 |
| 2007-10-01 | 28.9870182899 |
| 2007-11-01 | 28.9500896202 |
| 2007-12-01 | 28.8676956022 |
| 2008-01-01 | 29.1400071686 |
| 2008-02-01 | 29.0519535724 |
| 2008-03-01 | 29.0909840738 |
| 2008-04-01 | 29.1518313959 |
| 2008-05-01 | 29.1200518239 |
| 2008-06-01 | 29.0442137449 |
| 2008-07-01 | 28.8927751693 |
| 2008-08-01 | 28.8756045505 |
| 2008-09-01 | 28.7661725780 |
| 2008-10-01 | 28.6157252712 |
| 2008-11-01 | 28.5371147770 |
| 2008-12-01 | 28.7330062537 |
| 2009-01-01 | 28.8405842832 |
| 2009-02-01 | 28.9482771111 |
| 2009-03-01 | 29.0833359783 |
| 2009-04-01 | 28.1553517720 |
| 2009-05-01 | 28.4796503746 |
| 2009-06-01 | 28.5089485158 |
| 2009-07-01 | 28.7335828763 |
| 2009-08-01 | 28.6628842574 |
| 2009-09-01 | 28.6851848339 |
| 2009-10-01 | 28.7252979566 |
| 2009-11-01 | 28.6945448758 |
| 2009-12-01 | 28.7002776159 |
| 2010-01-01 | 28.3636155987 |
| 2010-02-01 | 28.3209869321 |
| 2010-03-01 | 28.2565655642 |
| 2010-04-01 | 28.2374739750 |
| 2010-05-01 | 28.0404987848 |
| 2010-06-01 | 28.1580865016 |
| 2010-07-01 | 28.0175971724 |
| 2010-08-01 | 28.0787134001 |
| 2010-09-01 | 28.0005288130 |
| 2010-10-01 | 28.0418520652 |
| 2010-11-01 | 28.0877373787 |
| 2010-12-01 | 28.0150017467 |
| 2011-01-01 | 28.0371927978 |
| 2011-02-01 | 27.8180917047 |
| 2011-03-01 | 27.7960947425 |
| 2011-04-01 | 28.1351041740 |
| 2011-05-01 | 27.9871260953 |
| 2011-06-01 | 27.9546565927 |
| 2011-07-01 | 28.2113596378 |
| 2011-08-01 | 28.0945802355 |
| 2011-09-01 | 28.2161179897 |
| 2011-10-01 | 28.2507650823 |
| 2011-11-01 | 28.3199225670 |
| 2011-12-01 | 28.3605389669 |
| 2012-01-01 | 28.1933285077 |
| 2012-02-01 | 28.3667392390 |
| 2012-03-01 | 28.3989772986 |
| 2012-04-01 | 28.1625983997 |
| 2012-05-01 | 28.3197949324 |
| 2012-06-01 | 28.3339251204 |
| 2012-07-01 | 28.0546363718 |
| 2012-08-01 | 28.1094051576 |
| 2012-09-01 | 28.1223655467 |
| 2012-10-01 | 27.9709268590 |
| 2012-11-01 | 27.8555671305 |
| 2012-12-01 | 27.9072490723 |
| 2013-01-01 | 28.2126570950 |
| 2013-02-01 | 28.2149360371 |
| 2013-03-01 | 28.2174719345 |
| 2013-04-01 | 28.5751946917 |
| 2013-05-01 | 28.2784988831 |
| 2013-06-01 | 28.1572921780 |
| 2013-07-01 | 28.3763140107 |
| 2013-08-01 | 28.5335305888 |
| 2013-09-01 | 28.3377075492 |
| 2013-10-01 | 28.5548870835 |
| 2013-11-01 | 28.5528329668 |
| 2013-12-01 | 28.5986512258 |
| 2014-01-01 | 28.7800091347 |
| 2014-02-01 | 28.7980228945 |
| 2014-03-01 | 28.8348017030 |
| 2014-04-01 | 28.8806433550 |
| 2014-05-01 | 28.9779942925 |
| 2014-06-01 | 28.9493861683 |
| 2014-07-01 | 28.9078278930 |
| 2014-08-01 | 28.7953635753 |
| 2014-09-01 | 28.8462717316 |
| 2014-10-01 | 28.6330590993 |
| 2014-11-01 | 28.7097429986 |
| 2014-12-01 | 28.5547546430 |
| 2015-01-01 | 28.3613598389 |
| 2015-02-01 | 28.2971521940 |
| 2015-03-01 | 28.1310381572 |
| 2015-04-01 | 28.1568303434 |
| 2015-05-01 | 28.5386575404 |
| 2015-06-01 | 28.2782091898 |
| 2015-07-01 | 28.3231629130 |
| 2015-08-01 | 28.4519629922 |
| 2015-09-01 | 28.5880801493 |
| 2015-10-01 | 28.5732817254 |
| 2015-11-01 | 28.4723301676 |
| 2015-12-01 | 28.6071029116 |
| 2016-01-01 | 28.3539661286 |
| 2016-02-01 | 28.5723837311 |
| 2016-03-01 | 28.6760219510 |
| 2016-04-01 | 28.8332821250 |
| 2016-05-01 | 29.4285091121 |
| 2016-06-01 | 29.0317971254 |
| 2016-07-01 | 28.6370371686 |
| 2016-08-01 | 28.9033686862 |
| 2016-09-01 | 28.9646461048 |
| 2016-10-01 | 29.0184635135 |
| 2016-11-01 | 29.1110029304 |
| 2016-12-01 | 29.0747220472 |
| 2017-01-01 | 29.1378058651 |
| 2017-02-01 | 29.1013801877 |
| 2017-03-01 | 29.2032841812 |
| 2017-04-01 | 29.1248732574 |
| 2017-05-01 | 29.0305390309 |
| 2017-06-01 | 29.1492370022 |
| 2017-07-01 | 29.1575026939 |
| 2017-08-01 | 29.2024426695 |
| 2017-09-01 | 29.2370140393 |
| 2017-10-01 | 29.3581583852 |
| 2017-11-01 | 29.3475024485 |
| 2017-12-01 | 29.3148076834 |
| 2018-01-01 | 29.6480313325 |
| 2018-02-01 | 29.7226844290 |
| 2018-03-01 | 29.7715983528 |
| 2018-04-01 | 29.8498150380 |
| 2018-05-01 | 29.7965886235 |
| 2018-06-01 | 29.8765597345 |
| 2018-07-01 | 30.0919149653 |
| 2018-08-01 | 30.0836792452 |
| 2018-09-01 | 30.0556751609 |
| 2018-10-01 | 30.2036993835 |
| 2018-11-01 | 30.2505075362 |
| 2018-12-01 | 30.0325743278 |
| 2019-01-01 | 30.3009879804 |
| 2019-02-01 | 30.3984904771 |
| 2019-03-01 | 30.3743487210 |
| 2019-04-01 | 30.4197804490 |
| 2019-05-01 | 30.4089640335 |
| 2019-06-01 | 30.3665363275 |
| 2019-07-01 | 30.3310772978 |
| 2019-08-01 | 30.3636693535 |
| 2019-09-01 | 30.3095981716 |
| 2019-10-01 | 30.2637735384 |
| 2019-11-01 | 30.3693986833 |
| 2019-12-01 | 30.5204724452 |
| 2020-01-01 | 30.3757279331 |
| 2020-02-01 | 30.5422057860 |
| 2020-03-01 | 30.5041845965 |
| 2020-04-01 | 24.1077974848 |
| 2020-05-01 | 26.5707068186 |
| 2020-06-01 | 28.3138372047 |
| 2020-07-01 | 28.7439497426 |
| 2020-08-01 | 29.1731632490 |
| 2020-09-01 | 29.4531516405 |
| 2020-10-01 | 29.7250962344 |
| 2020-11-01 | 30.1053580313 |
| 2020-12-01 | 29.9351746835 |
| 2021-01-01 | 30.2270982371 |
| 2021-02-01 | 30.3293186179 |
| 2021-03-01 | 30.6255495427 |
| 2021-04-01 | 30.6790826593 |
| 2021-05-01 | 30.7978467559 |
| 2021-06-01 | 30.9233355424 |
| 2021-07-01 | 31.0324275685 |
| 2021-08-01 | 30.9268377387 |
| 2021-09-01 | 30.9268222831 |
| 2021-10-01 | 30.8286800814 |
| 2021-11-01 | 30.8749375790 |
| 2021-12-01 | 31.1293964587 |
| 2022-01-01 | 30.7577474848 |
| 2022-02-01 | 30.7760449837 |
| 2022-03-01 | 30.3400721298 |
| 2022-04-01 | 30.9242121794 |
| 2022-05-01 | 31.1300611238 |
| 2022-06-01 | 31.1342894041 |
| 2022-07-01 | 31.3402713570 |
| 2022-08-01 | 31.3841649183 |
| 2022-09-01 | 31.4286394539 |
| 2022-10-01 | 31.5435613656 |
| 2022-11-01 | 31.5737616670 |
| 2022-12-01 | 31.6356232337 |
| 2023-01-01 | 31.6520315052 |
| 2023-02-01 | 31.5740893359 |
| 2023-03-01 | 31.5442781037 |
| 2023-04-01 | 31.6638888051 |
| 2023-05-01 | 31.8787516288 |
| 2023-06-01 | 31.6223577573 |
| 2023-07-01 | 31.3816839178 |
| 2023-08-01 | 31.5419017756 |
| 2023-09-01 | 31.6440928747 |
| 2023-10-01 | 31.6654059312 |
| 2023-11-01 | 31.6672834217 |
| 2023-12-01 | 31.7581443835 |
| 2024-01-01 | 31.6341311789 |
| 2024-02-01 | 32.0376293710 |
| 2024-03-01 | 31.7472072225 |
| 2024-04-01 | 31.6253795649 |
| 2024-05-01 | 31.4384075921 |
| 2024-06-01 | 31.4199213978 |
| 2024-07-01 | 31.4390978795 |
| 2024-08-01 | 31.4595742743 |
| 2024-09-01 | 31.4540120302 |
| 2024-10-01 | 31.3664881392 |
| 2024-11-01 | 31.4476393810 |
| 2024-12-01 | 31.6331650715 |
| 2025-01-01 | 31.6937058808 |
| 2025-02-01 | 31.8128149662 |
| 2025-03-01 | 31.8845375807 |
| 2025-04-01 | 31.8921928735 |
| 2025-05-01 | 32.0869440098 |
| 2025-06-01 | 32.3012799475 |
| 2025-07-01 | 32.1819073566 |
| 2025-08-01 | 32.1707697364 |
| 2025-09-01 | 32.1655222526 |
| 2025-10-01 | 32.2487763516 |
| 2025-11-01 | 32.3103065401 |
| 2025-12-01 | 32.0423548467 |
| 2026-01-01 | 32.0644734944 |
| 2026-02-01 | 31.9081303358 |
| 2026-03-01 | 31.6304389109 |
| 2026-04-01 | 31.8323836874 |
| 2026-05-01 | 31.9405011370 |
| 2026-06-01 | 31.8023932030 |
| 2026-07-01 | 31.8035960001 |
| 2026-08-01 | 31.8616636360 |