Table Data - All Employees: Education and Health Services: Private Education and Health Services in Beaumont-Port Arthur, TX (MSA)
| Title | All Employees: Education and Health Services: Private Education and Health Services in Beaumont-Port Arthur, TX (MSA) |
|---|---|
| Series ID | BEAU148EDUH |
| Source | U.S. Bureau of Labor Statistics |
| Release | State Employment and Unemployment |
| Seasonal Adjustment | Seasonally Adjusted |
| Frequency | Monthly |
| Units | Thousands of Persons |
| Date Range | 1990-01-01 to 2026-09-01 |
| Last Updated | 2026-10-20 9:36 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 | 17.6870000786 |
| 1990-02-01 | 17.7387362091 |
| 1990-03-01 | 18.0237644352 |
| 1990-04-01 | 17.5794269606 |
| 1990-05-01 | 17.5372809823 |
| 1990-06-01 | 17.6470232824 |
| 1990-07-01 | 17.7985542661 |
| 1990-08-01 | 17.8470287788 |
| 1990-09-01 | 18.0417059427 |
| 1990-10-01 | 18.1708265416 |
| 1990-11-01 | 18.1323485675 |
| 1990-12-01 | 18.2059231668 |
| 1991-01-01 | 17.7858678301 |
| 1991-02-01 | 18.0333806428 |
| 1991-03-01 | 18.1153599337 |
| 1991-04-01 | 18.3701456352 |
| 1991-05-01 | 18.4276002604 |
| 1991-06-01 | 18.5549259234 |
| 1991-07-01 | 18.8097577709 |
| 1991-08-01 | 18.8576352866 |
| 1991-09-01 | 18.5493517375 |
| 1991-10-01 | 18.3783971094 |
| 1991-11-01 | 18.6293654557 |
| 1991-12-01 | 19.3064934988 |
| 1992-01-01 | 19.5779710034 |
| 1992-02-01 | 19.7289119253 |
| 1992-03-01 | 19.6036940457 |
| 1992-04-01 | 19.5529936653 |
| 1992-05-01 | 19.6074990256 |
| 1992-06-01 | 19.6675813344 |
| 1992-07-01 | 19.7271558696 |
| 1992-08-01 | 19.8681818686 |
| 1992-09-01 | 19.9700370401 |
| 1992-10-01 | 19.9939998988 |
| 1992-11-01 | 20.0261351475 |
| 1992-12-01 | 20.1054701962 |
| 1993-01-01 | 20.1666477300 |
| 1993-02-01 | 20.2137151041 |
| 1993-03-01 | 20.2872951959 |
| 1993-04-01 | 20.3336179533 |
| 1993-05-01 | 20.4877862204 |
| 1993-06-01 | 20.5829392089 |
| 1993-07-01 | 20.6522445035 |
| 1993-08-01 | 20.7846480489 |
| 1993-09-01 | 20.7939437359 |
| 1993-10-01 | 20.8079206239 |
| 1993-11-01 | 20.9157128553 |
| 1993-12-01 | 20.9981816658 |
| 1994-01-01 | 20.9525325125 |
| 1994-02-01 | 21.0008450059 |
| 1994-03-01 | 20.9692872140 |
| 1994-04-01 | 20.9185530535 |
| 1994-05-01 | 20.7786281826 |
| 1994-06-01 | 20.5977026748 |
| 1994-07-01 | 20.3742906063 |
| 1994-08-01 | 20.4990363835 |
| 1994-09-01 | 20.7226144290 |
| 1994-10-01 | 20.8225520542 |
| 1994-11-01 | 20.8963664732 |
| 1994-12-01 | 20.8794678389 |
| 1995-01-01 | 20.9420272064 |
| 1995-02-01 | 20.9842326288 |
| 1995-03-01 | 21.1463557330 |
| 1995-04-01 | 21.4137775039 |
| 1995-05-01 | 21.3902029294 |
| 1995-06-01 | 21.4175805252 |
| 1995-07-01 | 21.5011034465 |
| 1995-08-01 | 21.4142187582 |
| 1995-09-01 | 21.2359469246 |
| 1995-10-01 | 21.0238473966 |
| 1995-11-01 | 21.0690949851 |
| 1995-12-01 | 21.1489332317 |
| 1996-01-01 | 21.1307285287 |
| 1996-02-01 | 21.1778007629 |
| 1996-03-01 | 21.1298631395 |
| 1996-04-01 | 21.3229164890 |
| 1996-05-01 | 21.7245595869 |
| 1996-06-01 | 21.7359199470 |
| 1996-07-01 | 21.5194741052 |
| 1996-08-01 | 21.6200428345 |
| 1996-09-01 | 21.6367045315 |
| 1996-10-01 | 21.7138094121 |
| 1996-11-01 | 21.8464845295 |
| 1996-12-01 | 21.8204396749 |
| 1997-01-01 | 22.0163559803 |
| 1997-02-01 | 22.0664757637 |
| 1997-03-01 | 22.3214978340 |
| 1997-04-01 | 22.1438552593 |
| 1997-05-01 | 22.1710621305 |
| 1997-06-01 | 22.2539235616 |
| 1997-07-01 | 22.3481393394 |
| 1997-08-01 | 22.3115137750 |
| 1997-09-01 | 22.4169969391 |
| 1997-10-01 | 22.4993003184 |
| 1997-11-01 | 22.6271360662 |
| 1997-12-01 | 22.5903351478 |
| 1998-01-01 | 22.5058349067 |
| 1998-02-01 | 22.4640281105 |
| 1998-03-01 | 22.6183813215 |
| 1998-04-01 | 22.3707746478 |
| 1998-05-01 | 22.3170779947 |
| 1998-06-01 | 22.1712516028 |
| 1998-07-01 | 22.0642389689 |
| 1998-08-01 | 22.0975660979 |
| 1998-09-01 | 21.9881661135 |
| 1998-10-01 | 21.8869488155 |
| 1998-11-01 | 21.8153525152 |
| 1998-12-01 | 21.8680732749 |
| 1999-01-01 | 22.6088734443 |
| 1999-02-01 | 21.5613551716 |
| 1999-03-01 | 21.4165884256 |
| 1999-04-01 | 21.2941138268 |
| 1999-05-01 | 21.1459015756 |
| 1999-06-01 | 21.1912638879 |
| 1999-07-01 | 21.1758332461 |
| 1999-08-01 | 21.0731842531 |
| 1999-09-01 | 21.1484179384 |
| 1999-10-01 | 21.1871802652 |
| 1999-11-01 | 21.0136426639 |
| 1999-12-01 | 20.9577572266 |
| 2000-01-01 | 21.2262054132 |
| 2000-02-01 | 21.1677018245 |
| 2000-03-01 | 21.2138160885 |
| 2000-04-01 | 21.3101393939 |
| 2000-05-01 | 21.3503650762 |
| 2000-06-01 | 21.5069245741 |
| 2000-07-01 | 21.4627426251 |
| 2000-08-01 | 21.6473770899 |
| 2000-09-01 | 21.3147807914 |
| 2000-10-01 | 21.9003840029 |
| 2000-11-01 | 21.9304308563 |
| 2000-12-01 | 21.8663628813 |
| 2001-01-01 | 21.7482824367 |
| 2001-02-01 | 21.6683052789 |
| 2001-03-01 | 21.7048058975 |
| 2001-04-01 | 21.8171405704 |
| 2001-05-01 | 21.8392146141 |
| 2001-06-01 | 21.8200715586 |
| 2001-07-01 | 21.8451000574 |
| 2001-08-01 | 21.8172452444 |
| 2001-09-01 | 21.8873907487 |
| 2001-10-01 | 22.0336814060 |
| 2001-11-01 | 22.1484508944 |
| 2001-12-01 | 22.1751317178 |
| 2002-01-01 | 22.2743597098 |
| 2002-02-01 | 22.3708612125 |
| 2002-03-01 | 22.2812771822 |
| 2002-04-01 | 22.2175466530 |
| 2002-05-01 | 22.2256008010 |
| 2002-06-01 | 22.2337209307 |
| 2002-07-01 | 22.3259241524 |
| 2002-08-01 | 22.3998416254 |
| 2002-09-01 | 22.4770879827 |
| 2002-10-01 | 22.3629530540 |
| 2002-11-01 | 22.3579739110 |
| 2002-12-01 | 22.2799238594 |
| 2003-01-01 | 22.2925950920 |
| 2003-02-01 | 22.3710621004 |
| 2003-03-01 | 22.3521970012 |
| 2003-04-01 | 22.9182424847 |
| 2003-05-01 | 22.8204461009 |
| 2003-06-01 | 22.7422779531 |
| 2003-07-01 | 22.9270049416 |
| 2003-08-01 | 22.6882238017 |
| 2003-09-01 | 22.5750290235 |
| 2003-10-01 | 22.4825638730 |
| 2003-11-01 | 22.4507958062 |
| 2003-12-01 | 22.3760204960 |
| 2004-01-01 | 22.8058171475 |
| 2004-02-01 | 22.7748059877 |
| 2004-03-01 | 22.8276968130 |
| 2004-04-01 | 22.8255037078 |
| 2004-05-01 | 22.8210682296 |
| 2004-06-01 | 22.7342220287 |
| 2004-07-01 | 23.0405969810 |
| 2004-08-01 | 22.9897891419 |
| 2004-09-01 | 23.0826042861 |
| 2004-10-01 | 22.9859136400 |
| 2004-11-01 | 23.0338801545 |
| 2004-12-01 | 23.0697040691 |
| 2005-01-01 | 23.0050955581 |
| 2005-02-01 | 23.0848355447 |
| 2005-03-01 | 23.1205960920 |
| 2005-04-01 | 22.9343019048 |
| 2005-05-01 | 22.8256150075 |
| 2005-06-01 | 22.8076485952 |
| 2005-07-01 | 22.8588360256 |
| 2005-08-01 | 22.9975959367 |
| 2005-09-01 | 22.9932674677 |
| 2005-10-01 | 20.3862735919 |
| 2005-11-01 | 21.5121079388 |
| 2005-12-01 | 21.5607817243 |
| 2006-01-01 | 21.5013442564 |
| 2006-02-01 | 21.3996653087 |
| 2006-03-01 | 21.4258116363 |
| 2006-04-01 | 21.5436532859 |
| 2006-05-01 | 21.5248075439 |
| 2006-06-01 | 21.5751888442 |
| 2006-07-01 | 21.4686956432 |
| 2006-08-01 | 21.3094536716 |
| 2006-09-01 | 21.6131331620 |
| 2006-10-01 | 21.7738847980 |
| 2006-11-01 | 21.8970330973 |
| 2006-12-01 | 21.8609632486 |
| 2007-01-01 | 21.9888337514 |
| 2007-02-01 | 22.1121676736 |
| 2007-03-01 | 22.1523246934 |
| 2007-04-01 | 22.0443886670 |
| 2007-05-01 | 22.2172432345 |
| 2007-06-01 | 22.3461886773 |
| 2007-07-01 | 22.1680966528 |
| 2007-08-01 | 22.4193614397 |
| 2007-09-01 | 22.5288338885 |
| 2007-10-01 | 22.4608883897 |
| 2007-11-01 | 22.5876598743 |
| 2007-12-01 | 22.5741795304 |
| 2008-01-01 | 22.1814058930 |
| 2008-02-01 | 22.4180089980 |
| 2008-03-01 | 22.4758049989 |
| 2008-04-01 | 22.5435836917 |
| 2008-05-01 | 22.6071330570 |
| 2008-06-01 | 22.6337781285 |
| 2008-07-01 | 22.5559239576 |
| 2008-08-01 | 22.6232868128 |
| 2008-09-01 | 22.1364595905 |
| 2008-10-01 | 22.2478208220 |
| 2008-11-01 | 22.1919031656 |
| 2008-12-01 | 22.3837914175 |
| 2009-01-01 | 22.4798833420 |
| 2009-02-01 | 22.5207998134 |
| 2009-03-01 | 22.6018741360 |
| 2009-04-01 | 22.6272759149 |
| 2009-05-01 | 22.6996668181 |
| 2009-06-01 | 22.7420167021 |
| 2009-07-01 | 22.8406205763 |
| 2009-08-01 | 22.8209115858 |
| 2009-09-01 | 22.8380562416 |
| 2009-10-01 | 23.0440729884 |
| 2009-11-01 | 22.9951117185 |
| 2009-12-01 | 22.9865758708 |
| 2010-01-01 | 23.1856927389 |
| 2010-02-01 | 23.2140126532 |
| 2010-03-01 | 23.1123422527 |
| 2010-04-01 | 23.2062182237 |
| 2010-05-01 | 23.2055404694 |
| 2010-06-01 | 23.1748009165 |
| 2010-07-01 | 23.1288763955 |
| 2010-08-01 | 22.9135738494 |
| 2010-09-01 | 23.3461645317 |
| 2010-10-01 | 23.1322792434 |
| 2010-11-01 | 23.0911194454 |
| 2010-12-01 | 22.9803295651 |
| 2011-01-01 | 22.8891572925 |
| 2011-02-01 | 22.8058972680 |
| 2011-03-01 | 22.8270297925 |
| 2011-04-01 | 22.6748798554 |
| 2011-05-01 | 22.6075486493 |
| 2011-06-01 | 22.6189904972 |
| 2011-07-01 | 22.6382985139 |
| 2011-08-01 | 22.6065799983 |
| 2011-09-01 | 22.6614460875 |
| 2011-10-01 | 22.5246327542 |
| 2011-11-01 | 22.3663778717 |
| 2011-12-01 | 22.3601959008 |
| 2012-01-01 | 22.1961142302 |
| 2012-02-01 | 22.1969707999 |
| 2012-03-01 | 22.1292845885 |
| 2012-04-01 | 22.1595826657 |
| 2012-05-01 | 22.1122171921 |
| 2012-06-01 | 22.0584492785 |
| 2012-07-01 | 21.9525306877 |
| 2012-08-01 | 21.9098688328 |
| 2012-09-01 | 21.9768700292 |
| 2012-10-01 | 21.6170402559 |
| 2012-11-01 | 21.6380768798 |
| 2012-12-01 | 21.5287913116 |
| 2013-01-01 | 21.5018948700 |
| 2013-02-01 | 21.5941305307 |
| 2013-03-01 | 21.3326937212 |
| 2013-04-01 | 21.2552069608 |
| 2013-05-01 | 21.1068716062 |
| 2013-06-01 | 21.0820272991 |
| 2013-07-01 | 21.1744100134 |
| 2013-08-01 | 21.1163141080 |
| 2013-09-01 | 20.9910090357 |
| 2013-10-01 | 21.0178402801 |
| 2013-11-01 | 21.0092600250 |
| 2013-12-01 | 20.9892771111 |
| 2014-01-01 | 21.1133288374 |
| 2014-02-01 | 21.0937231235 |
| 2014-03-01 | 21.1321124286 |
| 2014-04-01 | 21.2687669154 |
| 2014-05-01 | 21.3061093004 |
| 2014-06-01 | 21.0874079071 |
| 2014-07-01 | 21.1774451652 |
| 2014-08-01 | 21.1241082192 |
| 2014-09-01 | 21.4049588000 |
| 2014-10-01 | 21.8105006426 |
| 2014-11-01 | 21.6954063153 |
| 2014-12-01 | 21.7675515940 |
| 2015-01-01 | 21.7228933553 |
| 2015-02-01 | 21.7901275220 |
| 2015-03-01 | 21.8426434161 |
| 2015-04-01 | 21.8822942250 |
| 2015-05-01 | 21.9989181629 |
| 2015-06-01 | 22.0816626086 |
| 2015-07-01 | 22.0815792270 |
| 2015-08-01 | 22.0225643553 |
| 2015-09-01 | 22.1090566094 |
| 2015-10-01 | 22.4076666307 |
| 2015-11-01 | 22.1858677097 |
| 2015-12-01 | 22.2523499599 |
| 2016-01-01 | 22.3436663548 |
| 2016-02-01 | 22.2847467624 |
| 2016-03-01 | 22.3536139670 |
| 2016-04-01 | 22.1950256459 |
| 2016-05-01 | 22.2010870730 |
| 2016-06-01 | 22.1703995572 |
| 2016-07-01 | 22.0774161769 |
| 2016-08-01 | 22.1193811018 |
| 2016-09-01 | 22.3053283627 |
| 2016-10-01 | 22.0965969431 |
| 2016-11-01 | 22.0868407708 |
| 2016-12-01 | 22.0528549137 |
| 2017-01-01 | 21.7548945999 |
| 2017-02-01 | 21.6731270184 |
| 2017-03-01 | 21.5686431377 |
| 2017-04-01 | 21.4005521372 |
| 2017-05-01 | 21.4154156979 |
| 2017-06-01 | 21.6594245903 |
| 2017-07-01 | 21.4843426603 |
| 2017-08-01 | 21.5165081368 |
| 2017-09-01 | 21.0983529907 |
| 2017-10-01 | 20.9808829169 |
| 2017-11-01 | 20.8820014819 |
| 2017-12-01 | 20.8469568042 |
| 2018-01-01 | 20.9571485150 |
| 2018-02-01 | 21.0617987718 |
| 2018-03-01 | 21.0802284549 |
| 2018-04-01 | 21.5046369467 |
| 2018-05-01 | 21.3528363078 |
| 2018-06-01 | 21.3594893429 |
| 2018-07-01 | 21.3862365841 |
| 2018-08-01 | 21.4196115664 |
| 2018-09-01 | 21.4931019304 |
| 2018-10-01 | 21.1550604057 |
| 2018-11-01 | 21.1710032294 |
| 2018-12-01 | 21.1490785815 |
| 2019-01-01 | 21.1353014915 |
| 2019-02-01 | 21.2480662279 |
| 2019-03-01 | 21.2906227086 |
| 2019-04-01 | 21.4091649736 |
| 2019-05-01 | 21.3990821113 |
| 2019-06-01 | 21.2768340027 |
| 2019-07-01 | 21.2935702714 |
| 2019-08-01 | 21.4275420251 |
| 2019-09-01 | 21.4860945466 |
| 2019-10-01 | 21.8257526974 |
| 2019-11-01 | 21.6511354712 |
| 2019-12-01 | 21.6418715274 |
| 2020-01-01 | 21.7050363072 |
| 2020-02-01 | 21.7450062623 |
| 2020-03-01 | 21.6954383247 |
| 2020-04-01 | 19.2167122340 |
| 2020-05-01 | 20.1413742338 |
| 2020-06-01 | 20.4033232442 |
| 2020-07-01 | 20.3012985825 |
| 2020-08-01 | 20.3386901916 |
| 2020-09-01 | 20.2724948463 |
| 2020-10-01 | 20.6987231100 |
| 2020-11-01 | 20.7358825802 |
| 2020-12-01 | 20.9459924991 |
| 2021-01-01 | 21.1673255880 |
| 2021-02-01 | 20.7426579126 |
| 2021-03-01 | 20.8959736216 |
| 2021-04-01 | 20.8236482214 |
| 2021-05-01 | 20.7725014461 |
| 2021-06-01 | 20.6244912250 |
| 2021-07-01 | 21.1093325743 |
| 2021-08-01 | 20.8516428621 |
| 2021-09-01 | 20.8611055104 |
| 2021-10-01 | 20.7761373735 |
| 2021-11-01 | 20.8271680764 |
| 2021-12-01 | 20.7521594451 |
| 2022-01-01 | 20.7436300012 |
| 2022-02-01 | 20.7470974122 |
| 2022-03-01 | 20.6973013627 |
| 2022-04-01 | 20.6175468032 |
| 2022-05-01 | 20.6834749169 |
| 2022-06-01 | 20.7411705048 |
| 2022-07-01 | 21.0040897084 |
| 2022-08-01 | 21.0565338126 |
| 2022-09-01 | 21.1521298384 |
| 2022-10-01 | 21.2711700489 |
| 2022-11-01 | 21.3365222417 |
| 2022-12-01 | 21.3755590046 |
| 2023-01-01 | 21.4281777945 |
| 2023-02-01 | 21.3486825684 |
| 2023-03-01 | 21.2965489370 |
| 2023-04-01 | 21.4975281281 |
| 2023-05-01 | 21.6759210188 |
| 2023-06-01 | 21.5530870450 |
| 2023-07-01 | 21.4863414605 |
| 2023-08-01 | 21.5527422622 |
| 2023-09-01 | 21.5572633832 |
| 2023-10-01 | 21.3807059625 |
| 2023-11-01 | 21.3562044896 |
| 2023-12-01 | 21.3997328028 |
| 2024-01-01 | 21.5255121705 |
| 2024-02-01 | 21.6531743694 |
| 2024-03-01 | 21.6924948755 |
| 2024-04-01 | 21.7682564077 |
| 2024-05-01 | 21.7516388738 |
| 2024-06-01 | 21.7578527201 |
| 2024-07-01 | 21.6721970926 |
| 2024-08-01 | 21.7447062971 |
| 2024-09-01 | 21.8666057354 |
| 2024-10-01 | 22.1000974026 |
| 2024-11-01 | 22.1829179048 |
| 2024-12-01 | 22.1214133341 |
| 2025-01-01 | 22.1256995220 |
| 2025-02-01 | 22.2517937565 |
| 2025-03-01 | 22.1828985417 |
| 2025-04-01 | 22.3430849891 |
| 2025-05-01 | 22.3327911671 |
| 2025-06-01 | 22.3531321052 |
| 2025-07-01 | 22.4614243533 |
| 2025-08-01 | 22.4435352333 |
| 2025-09-01 | 22.4858649465 |
| 2025-10-01 | 22.5120984480 |
| 2025-11-01 | 22.4999348077 |
| 2025-12-01 | 22.6297264953 |
| 2026-01-01 | 22.7296444435 |
| 2026-02-01 | 22.6498873733 |
| 2026-03-01 | 22.7756139053 |
| 2026-04-01 | 22.7282269714 |
| 2026-05-01 | 22.7227815989 |
| 2026-06-01 | 22.7482523316 |
| 2026-07-01 | 22.8537306842 |
| 2026-08-01 | 22.8442018904 |
| 2026-09-01 | 22.5983322861 |