Table Data - All Employees: Private Service Providing in Texarkana, TX-AR (MSA)
| Title | All Employees: Private Service Providing in Texarkana, TX-AR (MSA) |
|---|---|
| Series ID | SMU48455000800000001SA |
| 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 10:44 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 | 29.0620156904 |
| 1990-02-01 | 28.9413614769 |
| 1990-03-01 | 28.8926215263 |
| 1990-04-01 | 29.1553534459 |
| 1990-05-01 | 29.2561874641 |
| 1990-06-01 | 29.2349841702 |
| 1990-07-01 | 29.3183992292 |
| 1990-08-01 | 28.9683793790 |
| 1990-09-01 | 29.4207407639 |
| 1990-10-01 | 29.2372524529 |
| 1990-11-01 | 29.1588545545 |
| 1990-12-01 | 29.1378714653 |
| 1991-01-01 | 28.8771077585 |
| 1991-02-01 | 28.8484810500 |
| 1991-03-01 | 29.4018905176 |
| 1991-04-01 | 28.7592930708 |
| 1991-05-01 | 28.7439128812 |
| 1991-06-01 | 29.0353801257 |
| 1991-07-01 | 28.8005680121 |
| 1991-08-01 | 28.9575765422 |
| 1991-09-01 | 29.0470462270 |
| 1991-10-01 | 28.9276440367 |
| 1991-11-01 | 29.0400686264 |
| 1991-12-01 | 29.0322221124 |
| 1992-01-01 | 29.5168417647 |
| 1992-02-01 | 29.7576814290 |
| 1992-03-01 | 29.9958932123 |
| 1992-04-01 | 30.0743404292 |
| 1992-05-01 | 29.9252122548 |
| 1992-06-01 | 29.9236981858 |
| 1992-07-01 | 30.1927562956 |
| 1992-08-01 | 30.2435031370 |
| 1992-09-01 | 30.4766228051 |
| 1992-10-01 | 30.7137064629 |
| 1992-11-01 | 30.8210595984 |
| 1992-12-01 | 31.0270308746 |
| 1993-01-01 | 31.2640149818 |
| 1993-02-01 | 31.2613630046 |
| 1993-03-01 | 30.9839463761 |
| 1993-04-01 | 31.1949494428 |
| 1993-05-01 | 31.5051036248 |
| 1993-06-01 | 31.5231492314 |
| 1993-07-01 | 32.0857660182 |
| 1993-08-01 | 31.7434019829 |
| 1993-09-01 | 31.5923141530 |
| 1993-10-01 | 31.7950871865 |
| 1993-11-01 | 31.8914719644 |
| 1993-12-01 | 31.8055332233 |
| 1994-01-01 | 31.6163992309 |
| 1994-02-01 | 31.8708187593 |
| 1994-03-01 | 31.9667545019 |
| 1994-04-01 | 32.4408199176 |
| 1994-05-01 | 32.4776918673 |
| 1994-06-01 | 32.6177336735 |
| 1994-07-01 | 33.0001202337 |
| 1994-08-01 | 32.9609289327 |
| 1994-09-01 | 32.7903936729 |
| 1994-10-01 | 33.0669029243 |
| 1994-11-01 | 33.1462398758 |
| 1994-12-01 | 33.1566795945 |
| 1995-01-01 | 33.1667634302 |
| 1995-02-01 | 32.8023633230 |
| 1995-03-01 | 33.2699452269 |
| 1995-04-01 | 33.1775942161 |
| 1995-05-01 | 33.1583788862 |
| 1995-06-01 | 33.1395886030 |
| 1995-07-01 | 32.6917083270 |
| 1995-08-01 | 32.7858299507 |
| 1995-09-01 | 32.7711365290 |
| 1995-10-01 | 32.5434382865 |
| 1995-11-01 | 32.4056558365 |
| 1995-12-01 | 32.4844541152 |
| 1996-01-01 | 33.0179775719 |
| 1996-02-01 | 32.8342075978 |
| 1996-03-01 | 32.7759014707 |
| 1996-04-01 | 32.6121470345 |
| 1996-05-01 | 32.8553715425 |
| 1996-06-01 | 33.0651527355 |
| 1996-07-01 | 33.0803063671 |
| 1996-08-01 | 33.2144113791 |
| 1996-09-01 | 33.4401422282 |
| 1996-10-01 | 33.3281961169 |
| 1996-11-01 | 33.4849283230 |
| 1996-12-01 | 33.3957630668 |
| 1997-01-01 | 33.4536356102 |
| 1997-02-01 | 33.5627285078 |
| 1997-03-01 | 33.7903478874 |
| 1997-04-01 | 33.7284022352 |
| 1997-05-01 | 34.1733534958 |
| 1997-06-01 | 33.8071471878 |
| 1997-07-01 | 33.7351717700 |
| 1997-08-01 | 33.8450597726 |
| 1997-09-01 | 34.1279656161 |
| 1997-10-01 | 34.5214513714 |
| 1997-11-01 | 34.5713179709 |
| 1997-12-01 | 34.6151697043 |
| 1998-01-01 | 34.4717449148 |
| 1998-02-01 | 34.2872585357 |
| 1998-03-01 | 34.3993054984 |
| 1998-04-01 | 34.5361969634 |
| 1998-05-01 | 34.6810827903 |
| 1998-06-01 | 34.6375456511 |
| 1998-07-01 | 34.9933674248 |
| 1998-08-01 | 35.0778611006 |
| 1998-09-01 | 35.3419137595 |
| 1998-10-01 | 35.0236285972 |
| 1998-11-01 | 35.0704445045 |
| 1998-12-01 | 35.2478848417 |
| 1999-01-01 | 35.3694036545 |
| 1999-02-01 | 35.7088817548 |
| 1999-03-01 | 35.6096546120 |
| 1999-04-01 | 35.8263956084 |
| 1999-05-01 | 35.7859703207 |
| 1999-06-01 | 35.8538590808 |
| 1999-07-01 | 36.1463129368 |
| 1999-08-01 | 36.3922973965 |
| 1999-09-01 | 36.0725017068 |
| 1999-10-01 | 36.0439133487 |
| 1999-11-01 | 35.9965535438 |
| 1999-12-01 | 36.1269799717 |
| 2000-01-01 | 35.8532096265 |
| 2000-02-01 | 35.8012568301 |
| 2000-03-01 | 35.7861344845 |
| 2000-04-01 | 35.9131621786 |
| 2000-05-01 | 35.8865858252 |
| 2000-06-01 | 36.2509034866 |
| 2000-07-01 | 36.1415882515 |
| 2000-08-01 | 36.0946337162 |
| 2000-09-01 | 36.1962518667 |
| 2000-10-01 | 36.4664905997 |
| 2000-11-01 | 36.7341375666 |
| 2000-12-01 | 36.5443521721 |
| 2001-01-01 | 36.5318915380 |
| 2001-02-01 | 36.3781944539 |
| 2001-03-01 | 36.4445818711 |
| 2001-04-01 | 36.3004628519 |
| 2001-05-01 | 36.3813935358 |
| 2001-06-01 | 36.2349915979 |
| 2001-07-01 | 36.0703384154 |
| 2001-08-01 | 35.9884236192 |
| 2001-09-01 | 36.0108293594 |
| 2001-10-01 | 35.8795351676 |
| 2001-11-01 | 35.9576281138 |
| 2001-12-01 | 35.7953525815 |
| 2002-01-01 | 36.4241044901 |
| 2002-02-01 | 36.5541720719 |
| 2002-03-01 | 36.5907571658 |
| 2002-04-01 | 36.9878377140 |
| 2002-05-01 | 36.6585942243 |
| 2002-06-01 | 36.7243761389 |
| 2002-07-01 | 36.7181696162 |
| 2002-08-01 | 36.6773546694 |
| 2002-09-01 | 36.7179165350 |
| 2002-10-01 | 36.2844836224 |
| 2002-11-01 | 36.4715344538 |
| 2002-12-01 | 36.5453283901 |
| 2003-01-01 | 36.5298239962 |
| 2003-02-01 | 36.4389226747 |
| 2003-03-01 | 36.4609307956 |
| 2003-04-01 | 36.2677506415 |
| 2003-05-01 | 36.2219435494 |
| 2003-06-01 | 36.3139059351 |
| 2003-07-01 | 36.3626494220 |
| 2003-08-01 | 36.5582363712 |
| 2003-09-01 | 36.5228680967 |
| 2003-10-01 | 36.6891794361 |
| 2003-11-01 | 36.7871437599 |
| 2003-12-01 | 36.5799685001 |
| 2004-01-01 | 36.6439403754 |
| 2004-02-01 | 36.4249827033 |
| 2004-03-01 | 36.7482321613 |
| 2004-04-01 | 36.7563235013 |
| 2004-05-01 | 36.6879355248 |
| 2004-06-01 | 36.6103848383 |
| 2004-07-01 | 36.4920978113 |
| 2004-08-01 | 36.5424001855 |
| 2004-09-01 | 36.5205855144 |
| 2004-10-01 | 36.6818801462 |
| 2004-11-01 | 36.4906150283 |
| 2004-12-01 | 36.4037743909 |
| 2005-01-01 | 36.1651607396 |
| 2005-02-01 | 36.4260317287 |
| 2005-03-01 | 36.1501491970 |
| 2005-04-01 | 36.5482311312 |
| 2005-05-01 | 36.6620751345 |
| 2005-06-01 | 36.7034013304 |
| 2005-07-01 | 37.0145680896 |
| 2005-08-01 | 37.0477374724 |
| 2005-09-01 | 37.1060316730 |
| 2005-10-01 | 37.1594266771 |
| 2005-11-01 | 37.2724273647 |
| 2005-12-01 | 37.5189015103 |
| 2006-01-01 | 37.5756151822 |
| 2006-02-01 | 37.7448305244 |
| 2006-03-01 | 37.7628935361 |
| 2006-04-01 | 37.9592333180 |
| 2006-05-01 | 38.0607520644 |
| 2006-06-01 | 38.0942887012 |
| 2006-07-01 | 37.8120700536 |
| 2006-08-01 | 37.8645456768 |
| 2006-09-01 | 37.6746627257 |
| 2006-10-01 | 37.7313597474 |
| 2006-11-01 | 37.8575638361 |
| 2006-12-01 | 38.1265146048 |
| 2007-01-01 | 38.1758270424 |
| 2007-02-01 | 38.2736327932 |
| 2007-03-01 | 38.3879205616 |
| 2007-04-01 | 38.1569888619 |
| 2007-05-01 | 38.5866705209 |
| 2007-06-01 | 38.5865154836 |
| 2007-07-01 | 38.5958424433 |
| 2007-08-01 | 38.6884677788 |
| 2007-09-01 | 39.1297475384 |
| 2007-10-01 | 38.9049515778 |
| 2007-11-01 | 38.8403752194 |
| 2007-12-01 | 38.7275338083 |
| 2008-01-01 | 38.8741122355 |
| 2008-02-01 | 39.2154520268 |
| 2008-03-01 | 39.0009848828 |
| 2008-04-01 | 38.8467092517 |
| 2008-05-01 | 38.9398021471 |
| 2008-06-01 | 38.8955751804 |
| 2008-07-01 | 38.9707866691 |
| 2008-08-01 | 38.9915821857 |
| 2008-09-01 | 39.0817487167 |
| 2008-10-01 | 38.9748360444 |
| 2008-11-01 | 38.9286631301 |
| 2008-12-01 | 38.5423469560 |
| 2009-01-01 | 38.4798846824 |
| 2009-02-01 | 38.2589103969 |
| 2009-03-01 | 38.0044607264 |
| 2009-04-01 | 37.8153123963 |
| 2009-05-01 | 37.6857806385 |
| 2009-06-01 | 37.8123520342 |
| 2009-07-01 | 37.6658923587 |
| 2009-08-01 | 37.4737120427 |
| 2009-09-01 | 37.2444798359 |
| 2009-10-01 | 37.5615968394 |
| 2009-11-01 | 37.5042293460 |
| 2009-12-01 | 37.7551979171 |
| 2010-01-01 | 37.7066188456 |
| 2010-02-01 | 37.6842528496 |
| 2010-03-01 | 37.6155758636 |
| 2010-04-01 | 38.0853722369 |
| 2010-05-01 | 38.0052006784 |
| 2010-06-01 | 38.1140057561 |
| 2010-07-01 | 38.3776555521 |
| 2010-08-01 | 38.1406640198 |
| 2010-09-01 | 38.3343703178 |
| 2010-10-01 | 38.2610840976 |
| 2010-11-01 | 38.2958353071 |
| 2010-12-01 | 38.2641333510 |
| 2011-01-01 | 38.2446453529 |
| 2011-02-01 | 38.1891369075 |
| 2011-03-01 | 38.4262143420 |
| 2011-04-01 | 38.3445254972 |
| 2011-05-01 | 38.1784643119 |
| 2011-06-01 | 38.1067840953 |
| 2011-07-01 | 38.3148880861 |
| 2011-08-01 | 38.4233560171 |
| 2011-09-01 | 38.3488416749 |
| 2011-10-01 | 38.2814263783 |
| 2011-11-01 | 38.1785694690 |
| 2011-12-01 | 38.2605383178 |
| 2012-01-01 | 38.4868411606 |
| 2012-02-01 | 38.3733807723 |
| 2012-03-01 | 38.4316876004 |
| 2012-04-01 | 38.3119916722 |
| 2012-05-01 | 38.2334962284 |
| 2012-06-01 | 38.1999229444 |
| 2012-07-01 | 37.9592266484 |
| 2012-08-01 | 38.1151370920 |
| 2012-09-01 | 37.6660574995 |
| 2012-10-01 | 37.8054698790 |
| 2012-11-01 | 37.8729504507 |
| 2012-12-01 | 37.8720212951 |
| 2013-01-01 | 37.4092134109 |
| 2013-02-01 | 37.5438495423 |
| 2013-03-01 | 37.2308289814 |
| 2013-04-01 | 37.2817963503 |
| 2013-05-01 | 37.6789581653 |
| 2013-06-01 | 37.7009641208 |
| 2013-07-01 | 37.4007616981 |
| 2013-08-01 | 37.5237282560 |
| 2013-09-01 | 37.4849789951 |
| 2013-10-01 | 37.6404020729 |
| 2013-11-01 | 37.5575016118 |
| 2013-12-01 | 37.4751905793 |
| 2014-01-01 | 37.5197319030 |
| 2014-02-01 | 37.6077880739 |
| 2014-03-01 | 37.7429476970 |
| 2014-04-01 | 37.6617739654 |
| 2014-05-01 | 37.7342202462 |
| 2014-06-01 | 37.5989789056 |
| 2014-07-01 | 37.6205634065 |
| 2014-08-01 | 37.5378181309 |
| 2014-09-01 | 37.8045834282 |
| 2014-10-01 | 37.9739217677 |
| 2014-11-01 | 38.1651223702 |
| 2014-12-01 | 38.3739259383 |
| 2015-01-01 | 38.4046345677 |
| 2015-02-01 | 38.4848934034 |
| 2015-03-01 | 38.2457857483 |
| 2015-04-01 | 38.7273724546 |
| 2015-05-01 | 38.7092680976 |
| 2015-06-01 | 38.9198084696 |
| 2015-07-01 | 39.1251191065 |
| 2015-08-01 | 39.1644904353 |
| 2015-09-01 | 39.3178789423 |
| 2015-10-01 | 39.1965574102 |
| 2015-11-01 | 39.2777493122 |
| 2015-12-01 | 39.1538797979 |
| 2016-01-01 | 39.2733627577 |
| 2016-02-01 | 39.6769089304 |
| 2016-03-01 | 39.2529924052 |
| 2016-04-01 | 39.2951099308 |
| 2016-05-01 | 39.3122111667 |
| 2016-06-01 | 39.0591808895 |
| 2016-07-01 | 39.5176815071 |
| 2016-08-01 | 39.1754552689 |
| 2016-09-01 | 39.0247565450 |
| 2016-10-01 | 38.8994854405 |
| 2016-11-01 | 38.8936828411 |
| 2016-12-01 | 38.5418332582 |
| 2017-01-01 | 39.0230297320 |
| 2017-02-01 | 38.8680384958 |
| 2017-03-01 | 38.8659827868 |
| 2017-04-01 | 38.7812375185 |
| 2017-05-01 | 38.8289808475 |
| 2017-06-01 | 38.7113948822 |
| 2017-07-01 | 38.6157856552 |
| 2017-08-01 | 38.5745565418 |
| 2017-09-01 | 38.4384119994 |
| 2017-10-01 | 38.3774121921 |
| 2017-11-01 | 38.3807709559 |
| 2017-12-01 | 38.5221427930 |
| 2018-01-01 | 38.4759204675 |
| 2018-02-01 | 38.4618285446 |
| 2018-03-01 | 38.6067644527 |
| 2018-04-01 | 38.5991384395 |
| 2018-05-01 | 38.4408375464 |
| 2018-06-01 | 38.5572782274 |
| 2018-07-01 | 38.4999975411 |
| 2018-08-01 | 38.6723153045 |
| 2018-09-01 | 38.8583924465 |
| 2018-10-01 | 38.9355146758 |
| 2018-11-01 | 38.8520790268 |
| 2018-12-01 | 39.0173084345 |
| 2019-01-01 | 39.0383910219 |
| 2019-02-01 | 39.0522341696 |
| 2019-03-01 | 39.1487476710 |
| 2019-04-01 | 39.3214823227 |
| 2019-05-01 | 39.3601237163 |
| 2019-06-01 | 39.4039050236 |
| 2019-07-01 | 39.3756203451 |
| 2019-08-01 | 39.3745597278 |
| 2019-09-01 | 39.3682919049 |
| 2019-10-01 | 39.3888669080 |
| 2019-11-01 | 39.5199721985 |
| 2019-12-01 | 39.3242237458 |
| 2020-01-01 | 39.3149915485 |
| 2020-02-01 | 39.3430023427 |
| 2020-03-01 | 39.1881792847 |
| 2020-04-01 | 33.4487191782 |
| 2020-05-01 | 34.9735307422 |
| 2020-06-01 | 35.9221950392 |
| 2020-07-01 | 36.1478397953 |
| 2020-08-01 | 36.3825705348 |
| 2020-09-01 | 36.4677613877 |
| 2020-10-01 | 37.1581221722 |
| 2020-11-01 | 36.9956865109 |
| 2020-12-01 | 36.9601861775 |
| 2021-01-01 | 37.1001545440 |
| 2021-02-01 | 37.0210746040 |
| 2021-03-01 | 37.1083942491 |
| 2021-04-01 | 37.1745931327 |
| 2021-05-01 | 37.3834793224 |
| 2021-06-01 | 37.3170313359 |
| 2021-07-01 | 37.5310944086 |
| 2021-08-01 | 37.3884296171 |
| 2021-09-01 | 37.2670347777 |
| 2021-10-01 | 37.8406501838 |
| 2021-11-01 | 37.4748466649 |
| 2021-12-01 | 37.5079642009 |
| 2022-01-01 | 37.3974839838 |
| 2022-02-01 | 37.9116276900 |
| 2022-03-01 | 37.6001870748 |
| 2022-04-01 | 37.9105825438 |
| 2022-05-01 | 37.7675090305 |
| 2022-06-01 | 37.8837552121 |
| 2022-07-01 | 38.1234854271 |
| 2022-08-01 | 38.1985743333 |
| 2022-09-01 | 38.2787892134 |
| 2022-10-01 | 38.2362340282 |
| 2022-11-01 | 38.2678952080 |
| 2022-12-01 | 38.4528123564 |
| 2023-01-01 | 38.4951355973 |
| 2023-02-01 | 38.7071238431 |
| 2023-03-01 | 38.7683737931 |
| 2023-04-01 | 38.7354509468 |
| 2023-05-01 | 38.7616884559 |
| 2023-06-01 | 38.8515898168 |
| 2023-07-01 | 38.6207426485 |
| 2023-08-01 | 38.7043757552 |
| 2023-09-01 | 38.8940651959 |
| 2023-10-01 | 38.8318055129 |
| 2023-11-01 | 38.8711394688 |
| 2023-12-01 | 38.8790498136 |
| 2024-01-01 | 39.0989563515 |
| 2024-02-01 | 39.1132376493 |
| 2024-03-01 | 39.1301283604 |
| 2024-04-01 | 39.1599057805 |
| 2024-05-01 | 39.1483416211 |
| 2024-06-01 | 39.2193643905 |
| 2024-07-01 | 39.1263474160 |
| 2024-08-01 | 39.1111529540 |
| 2024-09-01 | 39.1120654757 |
| 2024-10-01 | 39.3277576750 |
| 2024-11-01 | 39.1752048054 |
| 2024-12-01 | 38.9938413871 |
| 2025-01-01 | 38.8932753808 |
| 2025-02-01 | 38.7177007710 |
| 2025-03-01 | 38.9022861557 |
| 2025-04-01 | 38.7793166284 |
| 2025-05-01 | 39.0454275951 |
| 2025-06-01 | 39.0075574053 |
| 2025-07-01 | 39.0248460206 |
| 2025-08-01 | 39.1105263179 |
| 2025-09-01 | 39.0334825607 |
| 2025-10-01 | 39.1203279608 |
| 2025-11-01 | 39.1683952929 |
| 2025-12-01 | 39.1931189690 |
| 2026-01-01 | 39.2914743595 |
| 2026-02-01 | 39.2300643959 |
| 2026-03-01 | 39.2889245629 |
| 2026-04-01 | 39.1985570244 |
| 2026-05-01 | 39.1369267569 |
| 2026-06-01 | 39.1061073053 |
| 2026-07-01 | 39.2176450887 |
| 2026-08-01 | 39.1071608486 |
| 2026-09-01 | 39.0517331640 |