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 2026-08-01 |
| Last Updated | 2026-09-18 12:04 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 | 17.6897746164 |
| 1990-02-01 | 17.6960760016 |
| 1990-03-01 | 17.9818776927 |
| 1990-04-01 | 17.5516431225 |
| 1990-05-01 | 17.5305372082 |
| 1990-06-01 | 17.6613627850 |
| 1990-07-01 | 17.8415783104 |
| 1990-08-01 | 17.9023429527 |
| 1990-09-01 | 18.1054669689 |
| 1990-10-01 | 18.1995924412 |
| 1990-11-01 | 18.1350823209 |
| 1990-12-01 | 18.1139380358 |
| 1991-01-01 | 17.7853028095 |
| 1991-02-01 | 17.9932996375 |
| 1991-03-01 | 18.0771671659 |
| 1991-04-01 | 18.3453963100 |
| 1991-05-01 | 18.4219270303 |
| 1991-06-01 | 18.5679879835 |
| 1991-07-01 | 18.8521274641 |
| 1991-08-01 | 18.9078898658 |
| 1991-09-01 | 18.6060174167 |
| 1991-10-01 | 18.4036854248 |
| 1991-11-01 | 18.6309684774 |
| 1991-12-01 | 19.2240279202 |
| 1992-01-01 | 19.5758531883 |
| 1992-02-01 | 19.6941039537 |
| 1992-03-01 | 19.5710675438 |
| 1992-04-01 | 19.5334721336 |
| 1992-05-01 | 19.6034053741 |
| 1992-06-01 | 19.6776810829 |
| 1992-07-01 | 19.7670365589 |
| 1992-08-01 | 19.9083531067 |
| 1992-09-01 | 20.0149761816 |
| 1992-10-01 | 20.0135532533 |
| 1992-11-01 | 20.0276734180 |
| 1992-12-01 | 20.0362888603 |
| 1993-01-01 | 20.1659257026 |
| 1993-02-01 | 20.1872920447 |
| 1993-03-01 | 20.2617000565 |
| 1993-04-01 | 20.3199783835 |
| 1993-05-01 | 20.4857937868 |
| 1993-06-01 | 20.5898977395 |
| 1993-07-01 | 20.6872878111 |
| 1993-08-01 | 20.8125464009 |
| 1993-09-01 | 20.8227203909 |
| 1993-10-01 | 20.8198277774 |
| 1993-11-01 | 20.9152938075 |
| 1993-12-01 | 20.9534139330 |
| 1994-01-01 | 20.9496983270 |
| 1994-02-01 | 20.9833211559 |
| 1994-03-01 | 20.9525848180 |
| 1994-04-01 | 20.9106399823 |
| 1994-05-01 | 20.7777904152 |
| 1994-06-01 | 20.6015890604 |
| 1994-07-01 | 20.4019816639 |
| 1994-08-01 | 20.5151164521 |
| 1994-09-01 | 20.7372622727 |
| 1994-10-01 | 20.8278528231 |
| 1994-11-01 | 20.8949512563 |
| 1994-12-01 | 20.8556372787 |
| 1995-01-01 | 20.9375212983 |
| 1995-02-01 | 20.9747283833 |
| 1995-03-01 | 21.1382395190 |
| 1995-04-01 | 21.4099209934 |
| 1995-05-01 | 21.3898110163 |
| 1995-06-01 | 21.4191199689 |
| 1995-07-01 | 21.5217240935 |
| 1995-08-01 | 21.4216498891 |
| 1995-09-01 | 21.2397281892 |
| 1995-10-01 | 21.0244964989 |
| 1995-11-01 | 21.0663988245 |
| 1995-12-01 | 21.1429753474 |
| 1996-01-01 | 21.1240637178 |
| 1996-02-01 | 21.1734517096 |
| 1996-03-01 | 21.1279531073 |
| 1996-04-01 | 21.3213932412 |
| 1996-05-01 | 21.7237313377 |
| 1996-06-01 | 21.7357505371 |
| 1996-07-01 | 21.5333518697 |
| 1996-08-01 | 21.6226236828 |
| 1996-09-01 | 21.6371584885 |
| 1996-10-01 | 21.7132801861 |
| 1996-11-01 | 21.8451651588 |
| 1996-12-01 | 21.8170379215 |
| 1997-01-01 | 22.0116168335 |
| 1997-02-01 | 22.0653207881 |
| 1997-03-01 | 22.3219878573 |
| 1997-04-01 | 22.1434624676 |
| 1997-05-01 | 22.1707979820 |
| 1997-06-01 | 22.2536889309 |
| 1997-07-01 | 22.3557840005 |
| 1997-08-01 | 22.3124309649 |
| 1997-09-01 | 22.4167926576 |
| 1997-10-01 | 22.4988707181 |
| 1997-11-01 | 22.6268367957 |
| 1997-12-01 | 22.5880345446 |
| 1998-01-01 | 22.5010581519 |
| 1998-02-01 | 22.4643721733 |
| 1998-03-01 | 22.6197497675 |
| 1998-04-01 | 22.3709055386 |
| 1998-05-01 | 22.3173521595 |
| 1998-06-01 | 22.1717580541 |
| 1998-07-01 | 22.0668767031 |
| 1998-08-01 | 22.0983480570 |
| 1998-09-01 | 21.9885896435 |
| 1998-10-01 | 21.8870865257 |
| 1998-11-01 | 21.8155685538 |
| 1998-12-01 | 21.8664079545 |
| 1999-01-01 | 22.6036391815 |
| 1999-02-01 | 21.5619319633 |
| 1999-03-01 | 21.4182124201 |
| 1999-04-01 | 21.2945492641 |
| 1999-05-01 | 21.1463873443 |
| 1999-06-01 | 21.1918913883 |
| 1999-07-01 | 21.1765959397 |
| 1999-08-01 | 21.0738236729 |
| 1999-09-01 | 21.1488626824 |
| 1999-10-01 | 21.1876423950 |
| 1999-11-01 | 21.0142763777 |
| 1999-12-01 | 20.9565102966 |
| 2000-01-01 | 21.2211875892 |
| 2000-02-01 | 21.1683817940 |
| 2000-03-01 | 21.2151736447 |
| 2000-04-01 | 21.3106670620 |
| 2000-05-01 | 21.3508525277 |
| 2000-06-01 | 21.5074196293 |
| 2000-07-01 | 21.4631442548 |
| 2000-08-01 | 21.6476917096 |
| 2000-09-01 | 21.3150836255 |
| 2000-10-01 | 21.9008512774 |
| 2000-11-01 | 21.9310417556 |
| 2000-12-01 | 21.8657127403 |
| 2001-01-01 | 21.7441313280 |
| 2001-02-01 | 21.6688542298 |
| 2001-03-01 | 21.7056902157 |
| 2001-04-01 | 21.8176084359 |
| 2001-05-01 | 21.8396377540 |
| 2001-06-01 | 21.8204610794 |
| 2001-07-01 | 21.8453763935 |
| 2001-08-01 | 21.8174253407 |
| 2001-09-01 | 21.8875996953 |
| 2001-10-01 | 22.0340089896 |
| 2001-11-01 | 22.1488008130 |
| 2001-12-01 | 22.1748189801 |
| 2002-01-01 | 22.2717047432 |
| 2002-02-01 | 22.3711104734 |
| 2002-03-01 | 22.2816255165 |
| 2002-04-01 | 22.2178909646 |
| 2002-05-01 | 22.2259186732 |
| 2002-06-01 | 22.2339944492 |
| 2002-07-01 | 22.3261254566 |
| 2002-08-01 | 22.3999776997 |
| 2002-09-01 | 22.4772794857 |
| 2002-10-01 | 22.3633261152 |
| 2002-11-01 | 22.3578385946 |
| 2002-12-01 | 22.2797845405 |
| 2003-01-01 | 22.2913760875 |
| 2003-02-01 | 22.3709293511 |
| 2003-03-01 | 22.3522965294 |
| 2003-04-01 | 22.9183902832 |
| 2003-05-01 | 22.8206149583 |
| 2003-06-01 | 22.7424259324 |
| 2003-07-01 | 22.9271848285 |
| 2003-08-01 | 22.6883659723 |
| 2003-09-01 | 22.5752586377 |
| 2003-10-01 | 22.4831030241 |
| 2003-11-01 | 22.4504372018 |
| 2003-12-01 | 22.3757033420 |
| 2004-01-01 | 22.8053890775 |
| 2004-02-01 | 22.7745596518 |
| 2004-03-01 | 22.8276881535 |
| 2004-04-01 | 22.8255036231 |
| 2004-05-01 | 22.8211299475 |
| 2004-06-01 | 22.7343027770 |
| 2004-07-01 | 23.0407639028 |
| 2004-08-01 | 22.9899683087 |
| 2004-09-01 | 23.0828922691 |
| 2004-10-01 | 22.9866620778 |
| 2004-11-01 | 23.0333549079 |
| 2004-12-01 | 23.0693223044 |
| 2005-01-01 | 23.0047453722 |
| 2005-02-01 | 23.0846426805 |
| 2005-03-01 | 23.1205789567 |
| 2005-04-01 | 22.9342515340 |
| 2005-05-01 | 22.8256438563 |
| 2005-06-01 | 22.8077183921 |
| 2005-07-01 | 22.8589947243 |
| 2005-08-01 | 22.9977992064 |
| 2005-09-01 | 22.9935937683 |
| 2005-10-01 | 20.3870301083 |
| 2005-11-01 | 21.5115467599 |
| 2005-12-01 | 21.5603981726 |
| 2006-01-01 | 21.5010117640 |
| 2006-02-01 | 21.3994724175 |
| 2006-03-01 | 21.4258032594 |
| 2006-04-01 | 21.5436001749 |
| 2006-05-01 | 21.5248409825 |
| 2006-06-01 | 21.5752736187 |
| 2006-07-01 | 21.4688283007 |
| 2006-08-01 | 21.3096419366 |
| 2006-09-01 | 21.6134428627 |
| 2006-10-01 | 21.7746232292 |
| 2006-11-01 | 21.8964439432 |
| 2006-12-01 | 21.8606089662 |
| 2007-01-01 | 21.9885547537 |
| 2007-02-01 | 22.1120015655 |
| 2007-03-01 | 22.1523064116 |
| 2007-04-01 | 22.0443648628 |
| 2007-05-01 | 22.2173008106 |
| 2007-06-01 | 22.3462781604 |
| 2007-07-01 | 22.1681957707 |
| 2007-08-01 | 22.4195147745 |
| 2007-09-01 | 22.5290827885 |
| 2007-10-01 | 22.4613928162 |
| 2007-11-01 | 22.5871909612 |
| 2007-12-01 | 22.5739343268 |
| 2008-01-01 | 22.1812169581 |
| 2008-02-01 | 22.4178864106 |
| 2008-03-01 | 22.4757851366 |
| 2008-04-01 | 22.5435818388 |
| 2008-05-01 | 22.6071917044 |
| 2008-06-01 | 22.6338559283 |
| 2008-07-01 | 22.5559823128 |
| 2008-08-01 | 22.6233988121 |
| 2008-09-01 | 22.1366254129 |
| 2008-10-01 | 22.2480834606 |
| 2008-11-01 | 22.1915836727 |
| 2008-12-01 | 22.3836566699 |
| 2009-01-01 | 22.4797761008 |
| 2009-02-01 | 22.5207376942 |
| 2009-03-01 | 22.6018566206 |
| 2009-04-01 | 22.6272955413 |
| 2009-05-01 | 22.6997198291 |
| 2009-06-01 | 22.7420659050 |
| 2009-07-01 | 22.8406492752 |
| 2009-08-01 | 22.8209929132 |
| 2009-09-01 | 22.8381512979 |
| 2009-10-01 | 23.0440849969 |
| 2009-11-01 | 22.9949508569 |
| 2009-12-01 | 22.9865463408 |
| 2010-01-01 | 23.1856503895 |
| 2010-02-01 | 23.2139937319 |
| 2010-03-01 | 23.1123495079 |
| 2010-04-01 | 23.2062389465 |
| 2010-05-01 | 23.2055693808 |
| 2010-06-01 | 23.1748237032 |
| 2010-07-01 | 23.1288832326 |
| 2010-08-01 | 22.9136190325 |
| 2010-09-01 | 23.3462040233 |
| 2010-10-01 | 23.1322405877 |
| 2010-11-01 | 23.0910135379 |
| 2010-12-01 | 22.9803265505 |
| 2011-01-01 | 22.8891557483 |
| 2011-02-01 | 22.8059091591 |
| 2011-03-01 | 22.8270460910 |
| 2011-04-01 | 22.6749041912 |
| 2011-05-01 | 22.6076185502 |
| 2011-06-01 | 22.6189282979 |
| 2011-07-01 | 22.6383159025 |
| 2011-08-01 | 22.6066097882 |
| 2011-09-01 | 22.6614613617 |
| 2011-10-01 | 22.5245399756 |
| 2011-11-01 | 22.3663246427 |
| 2011-12-01 | 22.3601944984 |
| 2012-01-01 | 22.1961208728 |
| 2012-02-01 | 22.1969966757 |
| 2012-03-01 | 22.1293158742 |
| 2012-04-01 | 22.1596239768 |
| 2012-05-01 | 22.1123485689 |
| 2012-06-01 | 22.0583177069 |
| 2012-07-01 | 21.9525574729 |
| 2012-08-01 | 21.9098878068 |
| 2012-09-01 | 21.9768678217 |
| 2012-10-01 | 21.6168966913 |
| 2012-11-01 | 21.6380525388 |
| 2012-12-01 | 21.5287514681 |
| 2013-01-01 | 21.5018716771 |
| 2013-02-01 | 21.5941579958 |
| 2013-03-01 | 21.3327715376 |
| 2013-04-01 | 21.2553243181 |
| 2013-05-01 | 21.1071281185 |
| 2013-06-01 | 21.0818640870 |
| 2013-07-01 | 21.1744424943 |
| 2013-08-01 | 21.1163043466 |
| 2013-09-01 | 20.9908864898 |
| 2013-10-01 | 21.0176283078 |
| 2013-11-01 | 21.0091996959 |
| 2013-12-01 | 20.9892064424 |
| 2014-01-01 | 21.1132722595 |
| 2014-02-01 | 21.0937248434 |
| 2014-03-01 | 21.1321814727 |
| 2014-04-01 | 21.2693497674 |
| 2014-05-01 | 21.3064022962 |
| 2014-06-01 | 21.0873204825 |
| 2014-07-01 | 21.1773833730 |
| 2014-08-01 | 21.1239795389 |
| 2014-09-01 | 21.4046248532 |
| 2014-10-01 | 21.8101847723 |
| 2014-11-01 | 21.6952646498 |
| 2014-12-01 | 21.7674483082 |
| 2015-01-01 | 21.7228117897 |
| 2015-02-01 | 21.7900600218 |
| 2015-03-01 | 21.8426890001 |
| 2015-04-01 | 21.8837212517 |
| 2015-05-01 | 21.9992337935 |
| 2015-06-01 | 22.0816634283 |
| 2015-07-01 | 22.0815529527 |
| 2015-08-01 | 22.0225869983 |
| 2015-09-01 | 22.1073445984 |
| 2015-10-01 | 22.4075505246 |
| 2015-11-01 | 22.1858081346 |
| 2015-12-01 | 22.2522156549 |
| 2016-01-01 | 22.3435279610 |
| 2016-02-01 | 22.2846574592 |
| 2016-03-01 | 22.3537080446 |
| 2016-04-01 | 22.1973610735 |
| 2016-05-01 | 22.2014739142 |
| 2016-06-01 | 22.1706427325 |
| 2016-07-01 | 22.0773740891 |
| 2016-08-01 | 22.1193659701 |
| 2016-09-01 | 22.3020508743 |
| 2016-10-01 | 22.0970024702 |
| 2016-11-01 | 22.0867148103 |
| 2016-12-01 | 22.0526277753 |
| 2017-01-01 | 21.7546102130 |
| 2017-02-01 | 21.6729640096 |
| 2017-03-01 | 21.5688310660 |
| 2017-04-01 | 21.4041790211 |
| 2017-05-01 | 21.4149662851 |
| 2017-06-01 | 21.6611686193 |
| 2017-07-01 | 21.4840113913 |
| 2017-08-01 | 21.5165461174 |
| 2017-09-01 | 21.0926978192 |
| 2017-10-01 | 20.9822263318 |
| 2017-11-01 | 20.8821769872 |
| 2017-12-01 | 20.8463230445 |
| 2018-01-01 | 20.9569113372 |
| 2018-02-01 | 21.0607878081 |
| 2018-03-01 | 21.0808885009 |
| 2018-04-01 | 21.5093912925 |
| 2018-05-01 | 21.3517593657 |
| 2018-06-01 | 21.3629515349 |
| 2018-07-01 | 21.3853810173 |
| 2018-08-01 | 21.4194090844 |
| 2018-09-01 | 21.4862253873 |
| 2018-10-01 | 21.1569906461 |
| 2018-11-01 | 21.1712876480 |
| 2018-12-01 | 21.1479743415 |
| 2019-01-01 | 21.1350080439 |
| 2019-02-01 | 21.2460389048 |
| 2019-03-01 | 21.2917290253 |
| 2019-04-01 | 21.4147526936 |
| 2019-05-01 | 21.3976229735 |
| 2019-06-01 | 21.2820318430 |
| 2019-07-01 | 21.2923643917 |
| 2019-08-01 | 21.4272526273 |
| 2019-09-01 | 21.4782327531 |
| 2019-10-01 | 21.8280184747 |
| 2019-11-01 | 21.6516644733 |
| 2019-12-01 | 21.6402252871 |
| 2020-01-01 | 21.7047979574 |
| 2020-02-01 | 21.7420571861 |
| 2020-03-01 | 21.6963406961 |
| 2020-04-01 | 19.2213463136 |
| 2020-05-01 | 20.1432397149 |
| 2020-06-01 | 20.4082401774 |
| 2020-07-01 | 20.2996558499 |
| 2020-08-01 | 20.3381136045 |
| 2020-09-01 | 20.2653116470 |
| 2020-10-01 | 20.7006857995 |
| 2020-11-01 | 20.7361887803 |
| 2020-12-01 | 20.9440868035 |
| 2021-01-01 | 21.1667188375 |
| 2021-02-01 | 20.7392291358 |
| 2021-03-01 | 20.8960090381 |
| 2021-04-01 | 20.8270975989 |
| 2021-05-01 | 20.7778158892 |
| 2021-06-01 | 20.6295028633 |
| 2021-07-01 | 21.1080703643 |
| 2021-08-01 | 20.8512734579 |
| 2021-09-01 | 20.8546232022 |
| 2021-10-01 | 20.7769964053 |
| 2021-11-01 | 20.8272715898 |
| 2021-12-01 | 20.7493243930 |
| 2022-01-01 | 20.7422310233 |
| 2022-02-01 | 20.7428685969 |
| 2022-03-01 | 20.6961547084 |
| 2022-04-01 | 20.6194246014 |
| 2022-05-01 | 20.6937693361 |
| 2022-06-01 | 20.7463115783 |
| 2022-07-01 | 21.0049507537 |
| 2022-08-01 | 21.0571933043 |
| 2022-09-01 | 21.1470129698 |
| 2022-10-01 | 21.2693518760 |
| 2022-11-01 | 21.3346117730 |
| 2022-12-01 | 21.3709681006 |
| 2023-01-01 | 21.4248928910 |
| 2023-02-01 | 21.3437408142 |
| 2023-03-01 | 21.2941870240 |
| 2023-04-01 | 21.4990662323 |
| 2023-05-01 | 21.6891412813 |
| 2023-06-01 | 21.5603687169 |
| 2023-07-01 | 21.4931533876 |
| 2023-08-01 | 21.5597905294 |
| 2023-09-01 | 21.5497769800 |
| 2023-10-01 | 21.3724083069 |
| 2023-11-01 | 21.3504855013 |
| 2023-12-01 | 21.3922194088 |
| 2024-01-01 | 21.5197592346 |
| 2024-02-01 | 21.6477646707 |
| 2024-03-01 | 21.6896380422 |
| 2024-04-01 | 21.7699083844 |
| 2024-05-01 | 21.7683925065 |
| 2024-06-01 | 21.7682390835 |
| 2024-07-01 | 21.6862014776 |
| 2024-08-01 | 21.7601124205 |
| 2024-09-01 | 21.8550338653 |
| 2024-10-01 | 22.0844570564 |
| 2024-11-01 | 22.1723099472 |
| 2024-12-01 | 22.1108166641 |
| 2025-01-01 | 22.1172428780 |
| 2025-02-01 | 22.2459199355 |
| 2025-03-01 | 22.1804668888 |
| 2025-04-01 | 22.3465206207 |
| 2025-05-01 | 22.3494358579 |
| 2025-06-01 | 22.3685642579 |
| 2025-07-01 | 22.4829891413 |
| 2025-08-01 | 22.4686234017 |
| 2025-09-01 | 22.4671625528 |
| 2025-10-01 | 22.4891521845 |
| 2025-11-01 | 22.4853491813 |
| 2025-12-01 | 22.6162130511 |
| 2026-01-01 | 22.7192003315 |
| 2026-02-01 | 22.6434387179 |
| 2026-03-01 | 22.7744359738 |
| 2026-04-01 | 22.7333084006 |
| 2026-05-01 | 22.7387625921 |
| 2026-06-01 | 22.7677978196 |
| 2026-07-01 | 22.8803192004 |
| 2026-08-01 | 22.8753059204 |