Table Data - All Employees: Education and Health Services: Hospitals in Dallas-Fort Worth-Arlington, TX (MSA)
| Title | All Employees: Education and Health Services: Hospitals in Dallas-Fort Worth-Arlington, TX (MSA) |
|---|---|
| Series ID | SMU48191006562200001SA |
| 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 11:38 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 | 48.4637584037 |
| 1990-02-01 | 49.1198886370 |
| 1990-03-01 | 49.4034275249 |
| 1990-04-01 | 49.0114262603 |
| 1990-05-01 | 49.6925603704 |
| 1990-06-01 | 50.2492027457 |
| 1990-07-01 | 50.4016503704 |
| 1990-08-01 | 50.7963313919 |
| 1990-09-01 | 51.2917856713 |
| 1990-10-01 | 51.4296219608 |
| 1990-11-01 | 51.4651620347 |
| 1990-12-01 | 51.8959130335 |
| 1991-01-01 | 52.3336963356 |
| 1991-02-01 | 52.8268224189 |
| 1991-03-01 | 53.4014381018 |
| 1991-04-01 | 53.9147829948 |
| 1991-05-01 | 54.2901973310 |
| 1991-06-01 | 54.6456200050 |
| 1991-07-01 | 55.2267595237 |
| 1991-08-01 | 55.6771519918 |
| 1991-09-01 | 55.7983766229 |
| 1991-10-01 | 56.3290410281 |
| 1991-11-01 | 56.5670093968 |
| 1991-12-01 | 56.6994583766 |
| 1992-01-01 | 53.5886552745 |
| 1992-02-01 | 53.6509470418 |
| 1992-03-01 | 53.4097641412 |
| 1992-04-01 | 53.8219078018 |
| 1992-05-01 | 53.9793605787 |
| 1992-06-01 | 53.9682490572 |
| 1992-07-01 | 54.3360683934 |
| 1992-08-01 | 54.0492988008 |
| 1992-09-01 | 54.4111011678 |
| 1992-10-01 | 54.5157714410 |
| 1992-11-01 | 54.8556035242 |
| 1992-12-01 | 55.3938934375 |
| 1993-01-01 | 54.9629358884 |
| 1993-02-01 | 54.6803409602 |
| 1993-03-01 | 54.7174239474 |
| 1993-04-01 | 54.2523342567 |
| 1993-05-01 | 54.0870682561 |
| 1993-06-01 | 53.7863674790 |
| 1993-07-01 | 53.0356489068 |
| 1993-08-01 | 52.9154339630 |
| 1993-09-01 | 52.9880281846 |
| 1993-10-01 | 51.9935603432 |
| 1993-11-01 | 51.7304989724 |
| 1993-12-01 | 51.8895398918 |
| 1994-01-01 | 52.3718211705 |
| 1994-02-01 | 52.4330425824 |
| 1994-03-01 | 52.4020192596 |
| 1994-04-01 | 53.0233855017 |
| 1994-05-01 | 52.7072089565 |
| 1994-06-01 | 52.9056788960 |
| 1994-07-01 | 52.8012913211 |
| 1994-08-01 | 53.4655682899 |
| 1994-09-01 | 52.9249267428 |
| 1994-10-01 | 53.4673060492 |
| 1994-11-01 | 53.4185120219 |
| 1994-12-01 | 53.4798563256 |
| 1995-01-01 | 53.4265075187 |
| 1995-02-01 | 53.5960720937 |
| 1995-03-01 | 53.6829766269 |
| 1995-04-01 | 54.1035168969 |
| 1995-05-01 | 54.3433448090 |
| 1995-06-01 | 54.3086931179 |
| 1995-07-01 | 54.7557800951 |
| 1995-08-01 | 54.7065123430 |
| 1995-09-01 | 54.9406654182 |
| 1995-10-01 | 55.3349350815 |
| 1995-11-01 | 55.2188217396 |
| 1995-12-01 | 55.2686209477 |
| 1996-01-01 | 54.9788993619 |
| 1996-02-01 | 54.8668762251 |
| 1996-03-01 | 54.7910956129 |
| 1996-04-01 | 54.2524290064 |
| 1996-05-01 | 53.9921374994 |
| 1996-06-01 | 54.2389506027 |
| 1996-07-01 | 53.5873544802 |
| 1996-08-01 | 53.6563981260 |
| 1996-09-01 | 53.7777186902 |
| 1996-10-01 | 53.5777852157 |
| 1996-11-01 | 53.9269940673 |
| 1996-12-01 | 53.7297511541 |
| 1997-01-01 | 54.0093422842 |
| 1997-02-01 | 54.3389329747 |
| 1997-03-01 | 54.6290475795 |
| 1997-04-01 | 54.4721979046 |
| 1997-05-01 | 54.9361940458 |
| 1997-06-01 | 55.1771370134 |
| 1997-07-01 | 55.7425312109 |
| 1997-08-01 | 56.0408449756 |
| 1997-09-01 | 55.7415268284 |
| 1997-10-01 | 55.3202310824 |
| 1997-11-01 | 55.1130837807 |
| 1997-12-01 | 55.1794079810 |
| 1998-01-01 | 54.7977832042 |
| 1998-02-01 | 54.8860840369 |
| 1998-03-01 | 55.2755229055 |
| 1998-04-01 | 55.2722132140 |
| 1998-05-01 | 55.5889050781 |
| 1998-06-01 | 55.5322359448 |
| 1998-07-01 | 55.3441435670 |
| 1998-08-01 | 55.2441657652 |
| 1998-09-01 | 54.9232666108 |
| 1998-10-01 | 54.7586944429 |
| 1998-11-01 | 54.8891950373 |
| 1998-12-01 | 54.7941885605 |
| 1999-01-01 | 55.6721890492 |
| 1999-02-01 | 55.7200929453 |
| 1999-03-01 | 55.5169615020 |
| 1999-04-01 | 56.1573550754 |
| 1999-05-01 | 55.8395692615 |
| 1999-06-01 | 55.7706216982 |
| 1999-07-01 | 57.0110826885 |
| 1999-08-01 | 56.9523933873 |
| 1999-09-01 | 57.1328946780 |
| 1999-10-01 | 57.7199798087 |
| 1999-11-01 | 57.6396382787 |
| 1999-12-01 | 57.7982845348 |
| 2000-01-01 | 57.7315115570 |
| 2000-02-01 | 56.8130039959 |
| 2000-03-01 | 56.5681604574 |
| 2000-04-01 | 57.4278759086 |
| 2000-05-01 | 57.7067659637 |
| 2000-06-01 | 57.3313261089 |
| 2000-07-01 | 57.4761748566 |
| 2000-08-01 | 57.1631820489 |
| 2000-09-01 | 57.3633202180 |
| 2000-10-01 | 57.5814839401 |
| 2000-11-01 | 57.4644395858 |
| 2000-12-01 | 57.4731258613 |
| 2001-01-01 | 57.5251413727 |
| 2001-02-01 | 57.7209663434 |
| 2001-03-01 | 57.8926404401 |
| 2001-04-01 | 57.4374940966 |
| 2001-05-01 | 58.0564383240 |
| 2001-06-01 | 58.3676621243 |
| 2001-07-01 | 58.4190014323 |
| 2001-08-01 | 59.0813793025 |
| 2001-09-01 | 59.4826987957 |
| 2001-10-01 | 59.6755125914 |
| 2001-11-01 | 59.8917779047 |
| 2001-12-01 | 59.9554427669 |
| 2002-01-01 | 60.0443997915 |
| 2002-02-01 | 60.2254148149 |
| 2002-03-01 | 60.4991676653 |
| 2002-04-01 | 60.5752132619 |
| 2002-05-01 | 60.5940536635 |
| 2002-06-01 | 61.0008615579 |
| 2002-07-01 | 60.7044655802 |
| 2002-08-01 | 61.0896380285 |
| 2002-09-01 | 61.1969981320 |
| 2002-10-01 | 61.0713069210 |
| 2002-11-01 | 61.6517026840 |
| 2002-12-01 | 61.3606849887 |
| 2003-01-01 | 62.7844532265 |
| 2003-02-01 | 63.0542656020 |
| 2003-03-01 | 62.8975105751 |
| 2003-04-01 | 63.2240317654 |
| 2003-05-01 | 63.2001505165 |
| 2003-06-01 | 63.0753032252 |
| 2003-07-01 | 63.4638007816 |
| 2003-08-01 | 63.3012576654 |
| 2003-09-01 | 62.9994413189 |
| 2003-10-01 | 63.1053544350 |
| 2003-11-01 | 63.1751797068 |
| 2003-12-01 | 62.9000486905 |
| 2004-01-01 | 62.2031100930 |
| 2004-02-01 | 62.2544719913 |
| 2004-03-01 | 62.2956139964 |
| 2004-04-01 | 62.1540375567 |
| 2004-05-01 | 62.2142800476 |
| 2004-06-01 | 62.1274226958 |
| 2004-07-01 | 62.2094084221 |
| 2004-08-01 | 62.1214472645 |
| 2004-09-01 | 62.2139602406 |
| 2004-10-01 | 62.7369605024 |
| 2004-11-01 | 62.0190738290 |
| 2004-12-01 | 62.3663546636 |
| 2005-01-01 | 61.5963482133 |
| 2005-02-01 | 61.7545405999 |
| 2005-03-01 | 61.8820076361 |
| 2005-04-01 | 61.8943914720 |
| 2005-05-01 | 62.0933244389 |
| 2005-06-01 | 61.9613891291 |
| 2005-07-01 | 62.4855600675 |
| 2005-08-01 | 62.5736099430 |
| 2005-09-01 | 62.7235426167 |
| 2005-10-01 | 63.2734583251 |
| 2005-11-01 | 63.1717333506 |
| 2005-12-01 | 63.1230363696 |
| 2006-01-01 | 63.5855037112 |
| 2006-02-01 | 63.6381278592 |
| 2006-03-01 | 63.6306168379 |
| 2006-04-01 | 64.0420646424 |
| 2006-05-01 | 64.0728679433 |
| 2006-06-01 | 64.4126478457 |
| 2006-07-01 | 64.3033361342 |
| 2006-08-01 | 64.4440128665 |
| 2006-09-01 | 64.6446323195 |
| 2006-10-01 | 64.3893256935 |
| 2006-11-01 | 64.5751550456 |
| 2006-12-01 | 65.0777710902 |
| 2007-01-01 | 65.3701384232 |
| 2007-02-01 | 65.8253518022 |
| 2007-03-01 | 65.9904303947 |
| 2007-04-01 | 65.9654967972 |
| 2007-05-01 | 65.8459975328 |
| 2007-06-01 | 66.5867384774 |
| 2007-07-01 | 66.4734521985 |
| 2007-08-01 | 66.6043222604 |
| 2007-09-01 | 66.6757702551 |
| 2007-10-01 | 66.3968615671 |
| 2007-11-01 | 66.6559265930 |
| 2007-12-01 | 66.3997987953 |
| 2008-01-01 | 67.1581366273 |
| 2008-02-01 | 67.6181772202 |
| 2008-03-01 | 67.2628711365 |
| 2008-04-01 | 67.3674269713 |
| 2008-05-01 | 67.9219865250 |
| 2008-06-01 | 67.8149638181 |
| 2008-07-01 | 68.0434020946 |
| 2008-08-01 | 68.1519618323 |
| 2008-09-01 | 68.3143538906 |
| 2008-10-01 | 68.6857483501 |
| 2008-11-01 | 68.9057876283 |
| 2008-12-01 | 69.9134032083 |
| 2009-01-01 | 69.2567348244 |
| 2009-02-01 | 69.5287966828 |
| 2009-03-01 | 70.0594433763 |
| 2009-04-01 | 69.9484188151 |
| 2009-05-01 | 70.3719751681 |
| 2009-06-01 | 71.2964454629 |
| 2009-07-01 | 71.1119626791 |
| 2009-08-01 | 71.2642844653 |
| 2009-09-01 | 71.2612047177 |
| 2009-10-01 | 72.9539126119 |
| 2009-11-01 | 72.7746323135 |
| 2009-12-01 | 72.8204633352 |
| 2010-01-01 | 72.6759239110 |
| 2010-02-01 | 72.8435340809 |
| 2010-03-01 | 72.8553143223 |
| 2010-04-01 | 73.2149691233 |
| 2010-05-01 | 73.0324774121 |
| 2010-06-01 | 73.0813823720 |
| 2010-07-01 | 73.1554736213 |
| 2010-08-01 | 73.4681676977 |
| 2010-09-01 | 73.4053920906 |
| 2010-10-01 | 73.9228724854 |
| 2010-11-01 | 73.9627896792 |
| 2010-12-01 | 74.6548115576 |
| 2011-01-01 | 74.4948591423 |
| 2011-02-01 | 74.2387046669 |
| 2011-03-01 | 74.5617563774 |
| 2011-04-01 | 75.0623274873 |
| 2011-05-01 | 75.8039013194 |
| 2011-06-01 | 75.6549478969 |
| 2011-07-01 | 75.9953318146 |
| 2011-08-01 | 76.1407448433 |
| 2011-09-01 | 76.5598160122 |
| 2011-10-01 | 76.4026192800 |
| 2011-11-01 | 76.4779192774 |
| 2011-12-01 | 76.6226389436 |
| 2012-01-01 | 76.5942324173 |
| 2012-02-01 | 76.8148908462 |
| 2012-03-01 | 76.9677663043 |
| 2012-04-01 | 76.8083069224 |
| 2012-05-01 | 76.9024943123 |
| 2012-06-01 | 76.7939489206 |
| 2012-07-01 | 77.0197101669 |
| 2012-08-01 | 77.3207096210 |
| 2012-09-01 | 77.2914727111 |
| 2012-10-01 | 77.4181444619 |
| 2012-11-01 | 77.4895745810 |
| 2012-12-01 | 77.7237693497 |
| 2013-01-01 | 77.5737711073 |
| 2013-02-01 | 78.2851070253 |
| 2013-03-01 | 78.4590532709 |
| 2013-04-01 | 78.7655074512 |
| 2013-05-01 | 78.7994609560 |
| 2013-06-01 | 79.1322589286 |
| 2013-07-01 | 78.9449816967 |
| 2013-08-01 | 78.8044812665 |
| 2013-09-01 | 78.8341537788 |
| 2013-10-01 | 78.9253748803 |
| 2013-11-01 | 78.9734092488 |
| 2013-12-01 | 79.5565396667 |
| 2014-01-01 | 79.3406439341 |
| 2014-02-01 | 79.4644684903 |
| 2014-03-01 | 79.5340515661 |
| 2014-04-01 | 79.3317315000 |
| 2014-05-01 | 79.5137168936 |
| 2014-06-01 | 79.5416283728 |
| 2014-07-01 | 79.6621176467 |
| 2014-08-01 | 79.9341188980 |
| 2014-09-01 | 79.6734502214 |
| 2014-10-01 | 80.3323107481 |
| 2014-11-01 | 80.5273225725 |
| 2014-12-01 | 80.5849121280 |
| 2015-01-01 | 80.8114920261 |
| 2015-02-01 | 80.9441921800 |
| 2015-03-01 | 80.9053093729 |
| 2015-04-01 | 81.4090804937 |
| 2015-05-01 | 81.5297861717 |
| 2015-06-01 | 81.8412744618 |
| 2015-07-01 | 82.7958796434 |
| 2015-08-01 | 82.6756541528 |
| 2015-09-01 | 82.9220703622 |
| 2015-10-01 | 82.9134076917 |
| 2015-11-01 | 83.1730908065 |
| 2015-12-01 | 82.8006519077 |
| 2016-01-01 | 83.5834384164 |
| 2016-02-01 | 83.6355478524 |
| 2016-03-01 | 84.0030038632 |
| 2016-04-01 | 84.3814313593 |
| 2016-05-01 | 84.7317101093 |
| 2016-06-01 | 84.4321548161 |
| 2016-07-01 | 85.3275103645 |
| 2016-08-01 | 85.7371450679 |
| 2016-09-01 | 86.1545921908 |
| 2016-10-01 | 86.4910653710 |
| 2016-11-01 | 86.8204406105 |
| 2016-12-01 | 86.9118047808 |
| 2017-01-01 | 87.3673693060 |
| 2017-02-01 | 87.5177189197 |
| 2017-03-01 | 88.0153884620 |
| 2017-04-01 | 87.8899404653 |
| 2017-05-01 | 87.8991981216 |
| 2017-06-01 | 88.4266439084 |
| 2017-07-01 | 88.0499203239 |
| 2017-08-01 | 87.9072657648 |
| 2017-09-01 | 87.8636398213 |
| 2017-10-01 | 87.6463854524 |
| 2017-11-01 | 88.1838577066 |
| 2017-12-01 | 88.3053077956 |
| 2018-01-01 | 88.3821168475 |
| 2018-02-01 | 88.6165666711 |
| 2018-03-01 | 89.1466984469 |
| 2018-04-01 | 88.5021561382 |
| 2018-05-01 | 88.4677167163 |
| 2018-06-01 | 88.7316634973 |
| 2018-07-01 | 88.5388774616 |
| 2018-08-01 | 88.6615405085 |
| 2018-09-01 | 88.5238690573 |
| 2018-10-01 | 88.5095853124 |
| 2018-11-01 | 88.3634040236 |
| 2018-12-01 | 88.6800172865 |
| 2019-01-01 | 88.2292311122 |
| 2019-02-01 | 88.1434764780 |
| 2019-03-01 | 88.0776287233 |
| 2019-04-01 | 88.2406797867 |
| 2019-05-01 | 88.0477397973 |
| 2019-06-01 | 87.9590806814 |
| 2019-07-01 | 87.7103316542 |
| 2019-08-01 | 87.8679995169 |
| 2019-09-01 | 87.8220099498 |
| 2019-10-01 | 88.2663515333 |
| 2019-11-01 | 88.5377685022 |
| 2019-12-01 | 88.4723151159 |
| 2020-01-01 | 89.2136274468 |
| 2020-02-01 | 89.5110524756 |
| 2020-03-01 | 89.4182503619 |
| 2020-04-01 | 85.5549530554 |
| 2020-05-01 | 86.4566968654 |
| 2020-06-01 | 86.4845072253 |
| 2020-07-01 | 86.7882064615 |
| 2020-08-01 | 86.5112695618 |
| 2020-09-01 | 86.2855205730 |
| 2020-10-01 | 87.4350353985 |
| 2020-11-01 | 87.4998907035 |
| 2020-12-01 | 87.9202191826 |
| 2021-01-01 | 87.8083246864 |
| 2021-02-01 | 87.2852273879 |
| 2021-03-01 | 87.8403103183 |
| 2021-04-01 | 88.5738083365 |
| 2021-05-01 | 87.8656649132 |
| 2021-06-01 | 87.6946550667 |
| 2021-07-01 | 87.9792385403 |
| 2021-08-01 | 88.3396009890 |
| 2021-09-01 | 87.7436210211 |
| 2021-10-01 | 87.2133152478 |
| 2021-11-01 | 87.1650181229 |
| 2021-12-01 | 87.6126908858 |
| 2022-01-01 | 87.3025370985 |
| 2022-02-01 | 87.2435598946 |
| 2022-03-01 | 88.0385218788 |
| 2022-04-01 | 88.1583908464 |
| 2022-05-01 | 88.4746563300 |
| 2022-06-01 | 88.9919253234 |
| 2022-07-01 | 89.8768258680 |
| 2022-08-01 | 90.6645973439 |
| 2022-09-01 | 91.5350580784 |
| 2022-10-01 | 91.8348112789 |
| 2022-11-01 | 92.4603183919 |
| 2022-12-01 | 92.5159767110 |
| 2023-01-01 | 92.8719937940 |
| 2023-02-01 | 93.8647207596 |
| 2023-03-01 | 94.4981252301 |
| 2023-04-01 | 95.3281724451 |
| 2023-05-01 | 95.8718405214 |
| 2023-06-01 | 96.7731945447 |
| 2023-07-01 | 96.7793927875 |
| 2023-08-01 | 97.6245544966 |
| 2023-09-01 | 97.8864731608 |
| 2023-10-01 | 98.4736463414 |
| 2023-11-01 | 98.7793951848 |
| 2023-12-01 | 98.9159038684 |
| 2024-01-01 | 99.1031195561 |
| 2024-02-01 | 99.3481551361 |
| 2024-03-01 | 99.4600098661 |
| 2024-04-01 | 99.4727294539 |
| 2024-05-01 | 99.5478714669 |
| 2024-06-01 | 99.6421924784 |
| 2024-07-01 | 99.5927063449 |
| 2024-08-01 | 99.9157650999 |
| 2024-09-01 | 100.2967689361 |
| 2024-10-01 | 100.6175308725 |
| 2024-11-01 | 101.1166750604 |
| 2024-12-01 | 101.3935352540 |
| 2025-01-01 | 101.9948980913 |
| 2025-02-01 | 102.5066265096 |
| 2025-03-01 | 102.7202064977 |
| 2025-04-01 | 103.1368298435 |
| 2025-05-01 | 103.9046248996 |
| 2025-06-01 | 103.7204305249 |
| 2025-07-01 | 104.3915858698 |
| 2025-08-01 | 104.5518108499 |
| 2025-09-01 | 104.8310762532 |
| 2025-10-01 | 104.6493400273 |
| 2025-11-01 | 104.8553321504 |
| 2025-12-01 | 105.2332814463 |
| 2026-01-01 | 105.8706559712 |
| 2026-02-01 | 105.6663627208 |
| 2026-03-01 | 105.9008857742 |
| 2026-04-01 | 106.0082007881 |
| 2026-05-01 | 106.0673165692 |
| 2026-06-01 | 106.2249105686 |
| 2026-07-01 | 106.2755057696 |
| 2026-08-01 | 106.1859011718 |