Table Data - All Employees: Education and Health Services: Private Educational Services in Buffalo-Cheektowaga, NY (MSA)
| Title | All Employees: Education and Health Services: Private Educational Services in Buffalo-Cheektowaga, NY (MSA) |
|---|---|
| Series ID | SMU36153806561000001SA |
| 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 10:25 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 | 9.7471338823 |
| 1990-02-01 | 9.8842417953 |
| 1990-03-01 | 9.9348160603 |
| 1990-04-01 | 10.0272190732 |
| 1990-05-01 | 10.1919002751 |
| 1990-06-01 | 10.3553944555 |
| 1990-07-01 | 10.1897530974 |
| 1990-08-01 | 10.1496045828 |
| 1990-09-01 | 10.3048288005 |
| 1990-10-01 | 10.3344808660 |
| 1990-11-01 | 10.4052301486 |
| 1990-12-01 | 10.5537075993 |
| 1991-01-01 | 10.7587395033 |
| 1991-02-01 | 10.7238702526 |
| 1991-03-01 | 10.7789795707 |
| 1991-04-01 | 10.4914804238 |
| 1991-05-01 | 10.5672274527 |
| 1991-06-01 | 10.2667580283 |
| 1991-07-01 | 10.4286146387 |
| 1991-08-01 | 10.6551775590 |
| 1991-09-01 | 10.7164789610 |
| 1991-10-01 | 10.8066712754 |
| 1991-11-01 | 10.7756073520 |
| 1991-12-01 | 10.7419545665 |
| 1992-01-01 | 10.5747149136 |
| 1992-02-01 | 10.4275632715 |
| 1992-03-01 | 10.3247578331 |
| 1992-04-01 | 10.8381661450 |
| 1992-05-01 | 10.8458371708 |
| 1992-06-01 | 10.9342275702 |
| 1992-07-01 | 11.0203593754 |
| 1992-08-01 | 11.0061107074 |
| 1992-09-01 | 11.1386038301 |
| 1992-10-01 | 11.1962546894 |
| 1992-11-01 | 11.2432062075 |
| 1992-12-01 | 11.2077945463 |
| 1993-01-01 | 11.3149428755 |
| 1993-02-01 | 11.3548363222 |
| 1993-03-01 | 11.3714403993 |
| 1993-04-01 | 11.0735084367 |
| 1993-05-01 | 11.1998865002 |
| 1993-06-01 | 11.7103402757 |
| 1993-07-01 | 11.4659931132 |
| 1993-08-01 | 11.4681263716 |
| 1993-09-01 | 11.3677808149 |
| 1993-10-01 | 11.3239499936 |
| 1993-11-01 | 11.3624211925 |
| 1993-12-01 | 11.4069167868 |
| 1994-01-01 | 11.5441226603 |
| 1994-02-01 | 11.6238479452 |
| 1994-03-01 | 11.5708781157 |
| 1994-04-01 | 11.8809674992 |
| 1994-05-01 | 11.8512177727 |
| 1994-06-01 | 11.5290297950 |
| 1994-07-01 | 11.5070986351 |
| 1994-08-01 | 11.5066512860 |
| 1994-09-01 | 12.0077555850 |
| 1994-10-01 | 11.7427414107 |
| 1994-11-01 | 11.8647052829 |
| 1994-12-01 | 11.8885754285 |
| 1995-01-01 | 11.7681154270 |
| 1995-02-01 | 11.9961082779 |
| 1995-03-01 | 11.9602468031 |
| 1995-04-01 | 12.1235086843 |
| 1995-05-01 | 12.0103050030 |
| 1995-06-01 | 12.0586019003 |
| 1995-07-01 | 12.3196376303 |
| 1995-08-01 | 12.1884655823 |
| 1995-09-01 | 12.2239781231 |
| 1995-10-01 | 12.3551761569 |
| 1995-11-01 | 12.3804767750 |
| 1995-12-01 | 12.4834358930 |
| 1996-01-01 | 12.3645061570 |
| 1996-02-01 | 12.4778738749 |
| 1996-03-01 | 12.4227268803 |
| 1996-04-01 | 12.3865676098 |
| 1996-05-01 | 12.5712084125 |
| 1996-06-01 | 12.4778585553 |
| 1996-07-01 | 12.3557602815 |
| 1996-08-01 | 12.6004222443 |
| 1996-09-01 | 12.5327204082 |
| 1996-10-01 | 12.6858827709 |
| 1996-11-01 | 12.7125907714 |
| 1996-12-01 | 12.8197433978 |
| 1997-01-01 | 12.9458720578 |
| 1997-02-01 | 12.8870842395 |
| 1997-03-01 | 13.0649773007 |
| 1997-04-01 | 13.0320548903 |
| 1997-05-01 | 13.0399594383 |
| 1997-06-01 | 13.2157519648 |
| 1997-07-01 | 13.2704599717 |
| 1997-08-01 | 13.3894124370 |
| 1997-09-01 | 13.2277362171 |
| 1997-10-01 | 13.1856494652 |
| 1997-11-01 | 13.2200284456 |
| 1997-12-01 | 13.3714453250 |
| 1998-01-01 | 13.2055465555 |
| 1998-02-01 | 13.4000957647 |
| 1998-03-01 | 13.3171580432 |
| 1998-04-01 | 13.5874637779 |
| 1998-05-01 | 13.8343732780 |
| 1998-06-01 | 13.7687877716 |
| 1998-07-01 | 13.4085201646 |
| 1998-08-01 | 13.4238377608 |
| 1998-09-01 | 13.7048653279 |
| 1998-10-01 | 13.5823619272 |
| 1998-11-01 | 13.6277962805 |
| 1998-12-01 | 13.6474440946 |
| 1999-01-01 | 13.9750517173 |
| 1999-02-01 | 13.8003884645 |
| 1999-03-01 | 13.9442214496 |
| 1999-04-01 | 13.8544851614 |
| 1999-05-01 | 14.0643233525 |
| 1999-06-01 | 13.9225197475 |
| 1999-07-01 | 14.0773887625 |
| 1999-08-01 | 13.8891246649 |
| 1999-09-01 | 13.6492087501 |
| 1999-10-01 | 13.6589215342 |
| 1999-11-01 | 13.7356085484 |
| 1999-12-01 | 13.6152329199 |
| 2000-01-01 | 14.1724455262 |
| 2000-02-01 | 13.7018957418 |
| 2000-03-01 | 13.8125970108 |
| 2000-04-01 | 13.7442601017 |
| 2000-05-01 | 13.8368502176 |
| 2000-06-01 | 13.9075037535 |
| 2000-07-01 | 14.3934766537 |
| 2000-08-01 | 14.2780243649 |
| 2000-09-01 | 13.7068496038 |
| 2000-10-01 | 14.2567750741 |
| 2000-11-01 | 14.2771796266 |
| 2000-12-01 | 14.2008666597 |
| 2001-01-01 | 12.8099795315 |
| 2001-02-01 | 11.8657676395 |
| 2001-03-01 | 11.4680090148 |
| 2001-04-01 | 12.1455169842 |
| 2001-05-01 | 12.0520046046 |
| 2001-06-01 | 12.1763654655 |
| 2001-07-01 | 12.4567513301 |
| 2001-08-01 | 12.4651671323 |
| 2001-09-01 | 12.2710755222 |
| 2001-10-01 | 12.0415770152 |
| 2001-11-01 | 12.0202241949 |
| 2001-12-01 | 11.9965884057 |
| 2002-01-01 | 12.2902374309 |
| 2002-02-01 | 12.0897100676 |
| 2002-03-01 | 12.1780093300 |
| 2002-04-01 | 12.3150130818 |
| 2002-05-01 | 12.4648979673 |
| 2002-06-01 | 12.7119332588 |
| 2002-07-01 | 12.7393102155 |
| 2002-08-01 | 12.7819504943 |
| 2002-09-01 | 13.1650482707 |
| 2002-10-01 | 13.2690958273 |
| 2002-11-01 | 13.2648061961 |
| 2002-12-01 | 13.4545512949 |
| 2003-01-01 | 13.3257549011 |
| 2003-02-01 | 13.4191287539 |
| 2003-03-01 | 13.4441377570 |
| 2003-04-01 | 13.2256520746 |
| 2003-05-01 | 13.0332701199 |
| 2003-06-01 | 12.8084584738 |
| 2003-07-01 | 13.0520040014 |
| 2003-08-01 | 13.1072520211 |
| 2003-09-01 | 13.6668879717 |
| 2003-10-01 | 13.5862113868 |
| 2003-11-01 | 13.5859631249 |
| 2003-12-01 | 13.5723563554 |
| 2004-01-01 | 13.5564929767 |
| 2004-02-01 | 13.8227077686 |
| 2004-03-01 | 13.6769251722 |
| 2004-04-01 | 13.8585883123 |
| 2004-05-01 | 13.6785651919 |
| 2004-06-01 | 14.2434539646 |
| 2004-07-01 | 14.5801510669 |
| 2004-08-01 | 14.2862828737 |
| 2004-09-01 | 14.0798968232 |
| 2004-10-01 | 14.3865866957 |
| 2004-11-01 | 14.4643705248 |
| 2004-12-01 | 14.5385240103 |
| 2005-01-01 | 13.7591277105 |
| 2005-02-01 | 14.5263375184 |
| 2005-03-01 | 14.4677716148 |
| 2005-04-01 | 14.5903712074 |
| 2005-05-01 | 14.6113612364 |
| 2005-06-01 | 14.4616449650 |
| 2005-07-01 | 14.3412191086 |
| 2005-08-01 | 14.2656189461 |
| 2005-09-01 | 14.4978856868 |
| 2005-10-01 | 14.4849450143 |
| 2005-11-01 | 14.6414003374 |
| 2005-12-01 | 14.4853079974 |
| 2006-01-01 | 13.6067377218 |
| 2006-02-01 | 14.7048236658 |
| 2006-03-01 | 14.8011071483 |
| 2006-04-01 | 14.7672758165 |
| 2006-05-01 | 14.9012007320 |
| 2006-06-01 | 14.6608582183 |
| 2006-07-01 | 14.6648186828 |
| 2006-08-01 | 14.8338423587 |
| 2006-09-01 | 14.8031052860 |
| 2006-10-01 | 14.8772722921 |
| 2006-11-01 | 14.9326968723 |
| 2006-12-01 | 15.0270048741 |
| 2007-01-01 | 14.4473748490 |
| 2007-02-01 | 14.9975132007 |
| 2007-03-01 | 15.1546314847 |
| 2007-04-01 | 15.0449801276 |
| 2007-05-01 | 15.1159647455 |
| 2007-06-01 | 15.0476170807 |
| 2007-07-01 | 15.1989730423 |
| 2007-08-01 | 15.2468093818 |
| 2007-09-01 | 15.3123476694 |
| 2007-10-01 | 15.2734780823 |
| 2007-11-01 | 15.2386556645 |
| 2007-12-01 | 15.3962488106 |
| 2008-01-01 | 15.3727132340 |
| 2008-02-01 | 15.2996906927 |
| 2008-03-01 | 15.3303119514 |
| 2008-04-01 | 15.5161828836 |
| 2008-05-01 | 15.4456894647 |
| 2008-06-01 | 15.5212121547 |
| 2008-07-01 | 15.7237331257 |
| 2008-08-01 | 15.7863532103 |
| 2008-09-01 | 15.8104948988 |
| 2008-10-01 | 15.7514562256 |
| 2008-11-01 | 15.7261931288 |
| 2008-12-01 | 15.8826098896 |
| 2009-01-01 | 15.9732062157 |
| 2009-02-01 | 15.9610938778 |
| 2009-03-01 | 15.9919917345 |
| 2009-04-01 | 15.8036184714 |
| 2009-05-01 | 15.7707178903 |
| 2009-06-01 | 15.9764919540 |
| 2009-07-01 | 16.1286888517 |
| 2009-08-01 | 15.9520245238 |
| 2009-09-01 | 15.8064514606 |
| 2009-10-01 | 16.1321596455 |
| 2009-11-01 | 16.2141115468 |
| 2009-12-01 | 16.1895987875 |
| 2010-01-01 | 16.3766445309 |
| 2010-02-01 | 16.4286223248 |
| 2010-03-01 | 16.4697757014 |
| 2010-04-01 | 16.6459358674 |
| 2010-05-01 | 16.6787806874 |
| 2010-06-01 | 16.7529987864 |
| 2010-07-01 | 16.7982621356 |
| 2010-08-01 | 16.7529685141 |
| 2010-09-01 | 16.5938566993 |
| 2010-10-01 | 16.6905579438 |
| 2010-11-01 | 16.7813632403 |
| 2010-12-01 | 16.7000304449 |
| 2011-01-01 | 16.6828762670 |
| 2011-02-01 | 16.6977469672 |
| 2011-03-01 | 16.5928891106 |
| 2011-04-01 | 17.3076746470 |
| 2011-05-01 | 17.3867347931 |
| 2011-06-01 | 17.4082344674 |
| 2011-07-01 | 17.4727383754 |
| 2011-08-01 | 17.6493363185 |
| 2011-09-01 | 18.0046090936 |
| 2011-10-01 | 17.7044096635 |
| 2011-11-01 | 18.0820139683 |
| 2011-12-01 | 18.2339552763 |
| 2012-01-01 | 18.3574327258 |
| 2012-02-01 | 18.6443742002 |
| 2012-03-01 | 18.4603792824 |
| 2012-04-01 | 18.3448582652 |
| 2012-05-01 | 18.4930847206 |
| 2012-06-01 | 18.1571220705 |
| 2012-07-01 | 18.3898717867 |
| 2012-08-01 | 18.3929524367 |
| 2012-09-01 | 18.6201115159 |
| 2012-10-01 | 18.7224487584 |
| 2012-11-01 | 18.6495751880 |
| 2012-12-01 | 18.8191993713 |
| 2013-01-01 | 18.7814267016 |
| 2013-02-01 | 18.9276937324 |
| 2013-03-01 | 19.1615516091 |
| 2013-04-01 | 19.1992907444 |
| 2013-05-01 | 18.9152020324 |
| 2013-06-01 | 18.6732190867 |
| 2013-07-01 | 19.1603009817 |
| 2013-08-01 | 19.2326598061 |
| 2013-09-01 | 19.5676254845 |
| 2013-10-01 | 19.4595031830 |
| 2013-11-01 | 19.5846072072 |
| 2013-12-01 | 19.5869567194 |
| 2014-01-01 | 19.8422947537 |
| 2014-02-01 | 19.8715291870 |
| 2014-03-01 | 19.7727385830 |
| 2014-04-01 | 19.7697215140 |
| 2014-05-01 | 19.6377700690 |
| 2014-06-01 | 20.1761889123 |
| 2014-07-01 | 20.1656264937 |
| 2014-08-01 | 20.1822669613 |
| 2014-09-01 | 19.8122284389 |
| 2014-10-01 | 19.9225247387 |
| 2014-11-01 | 19.8691023514 |
| 2014-12-01 | 19.7905502223 |
| 2015-01-01 | 20.1757990985 |
| 2015-02-01 | 19.8933937237 |
| 2015-03-01 | 19.9345007600 |
| 2015-04-01 | 19.9667972220 |
| 2015-05-01 | 19.9499496277 |
| 2015-06-01 | 20.1179185893 |
| 2015-07-01 | 20.0978297865 |
| 2015-08-01 | 20.2932338883 |
| 2015-09-01 | 20.0538253429 |
| 2015-10-01 | 20.1980218469 |
| 2015-11-01 | 20.2392124896 |
| 2015-12-01 | 20.4749029871 |
| 2016-01-01 | 20.2033341455 |
| 2016-02-01 | 20.2012354169 |
| 2016-03-01 | 20.2585684877 |
| 2016-04-01 | 20.4386968886 |
| 2016-05-01 | 20.5511046369 |
| 2016-06-01 | 20.4088270131 |
| 2016-07-01 | 20.5414749502 |
| 2016-08-01 | 20.3151802733 |
| 2016-09-01 | 20.3431750650 |
| 2016-10-01 | 20.4765417133 |
| 2016-11-01 | 20.6086396690 |
| 2016-12-01 | 20.5088641705 |
| 2017-01-01 | 20.2268739718 |
| 2017-02-01 | 20.6770316479 |
| 2017-03-01 | 20.5724646308 |
| 2017-04-01 | 20.6471460841 |
| 2017-05-01 | 20.7598282681 |
| 2017-06-01 | 20.7279288167 |
| 2017-07-01 | 20.7606256427 |
| 2017-08-01 | 20.8422570368 |
| 2017-09-01 | 20.7983233033 |
| 2017-10-01 | 20.8306006910 |
| 2017-11-01 | 20.7705296355 |
| 2017-12-01 | 21.0512607261 |
| 2018-01-01 | 20.9844084325 |
| 2018-02-01 | 21.0480459045 |
| 2018-03-01 | 21.2356415903 |
| 2018-04-01 | 21.4185422090 |
| 2018-05-01 | 21.3789303153 |
| 2018-06-01 | 21.3939784680 |
| 2018-07-01 | 21.3395765497 |
| 2018-08-01 | 21.4994028023 |
| 2018-09-01 | 21.5461906607 |
| 2018-10-01 | 21.4740475246 |
| 2018-11-01 | 21.3865917530 |
| 2018-12-01 | 21.4997740918 |
| 2019-01-01 | 21.5101863271 |
| 2019-02-01 | 21.4934278542 |
| 2019-03-01 | 21.6943924430 |
| 2019-04-01 | 21.5630909707 |
| 2019-05-01 | 21.0294433575 |
| 2019-06-01 | 21.6166671148 |
| 2019-07-01 | 21.5475138164 |
| 2019-08-01 | 21.5830951468 |
| 2019-09-01 | 21.9019671428 |
| 2019-10-01 | 21.8614726017 |
| 2019-11-01 | 21.9103342186 |
| 2019-12-01 | 21.8491839805 |
| 2020-01-01 | 22.0144638011 |
| 2020-02-01 | 22.1258363219 |
| 2020-03-01 | 21.8511358887 |
| 2020-04-01 | 19.1544758855 |
| 2020-05-01 | 18.7023067821 |
| 2020-06-01 | 19.5011663674 |
| 2020-07-01 | 19.6429616157 |
| 2020-08-01 | 19.9489241399 |
| 2020-09-01 | 19.9810638028 |
| 2020-10-01 | 20.3182965275 |
| 2020-11-01 | 20.3188823634 |
| 2020-12-01 | 19.7755506871 |
| 2021-01-01 | 20.1038806178 |
| 2021-02-01 | 19.8832840753 |
| 2021-03-01 | 20.5324386838 |
| 2021-04-01 | 20.9533794401 |
| 2021-05-01 | 21.1693761658 |
| 2021-06-01 | 21.2239755343 |
| 2021-07-01 | 21.6805058262 |
| 2021-08-01 | 21.8042879986 |
| 2021-09-01 | 21.3616437853 |
| 2021-10-01 | 21.5511255595 |
| 2021-11-01 | 21.6762197602 |
| 2021-12-01 | 21.7827118068 |
| 2022-01-01 | 21.7731813648 |
| 2022-02-01 | 21.7443385296 |
| 2022-03-01 | 21.7404815063 |
| 2022-04-01 | 21.1114543131 |
| 2022-05-01 | 21.1229949152 |
| 2022-06-01 | 21.1081367123 |
| 2022-07-01 | 21.5251596401 |
| 2022-08-01 | 21.9554206674 |
| 2022-09-01 | 21.3280627155 |
| 2022-10-01 | 21.1320844650 |
| 2022-11-01 | 21.2285083460 |
| 2022-12-01 | 21.4826459452 |
| 2023-01-01 | 21.5571195275 |
| 2023-02-01 | 21.3792001522 |
| 2023-03-01 | 21.3725914431 |
| 2023-04-01 | 21.3626028408 |
| 2023-05-01 | 21.0693885926 |
| 2023-06-01 | 20.8150467926 |
| 2023-07-01 | 20.9316967367 |
| 2023-08-01 | 20.9335577189 |
| 2023-09-01 | 20.7400013606 |
| 2023-10-01 | 21.4651334628 |
| 2023-11-01 | 21.5549171922 |
| 2023-12-01 | 21.5805581781 |
| 2024-01-01 | 20.7019263351 |
| 2024-02-01 | 21.4939344908 |
| 2024-03-01 | 21.5728625228 |
| 2024-04-01 | 21.7826243187 |
| 2024-05-01 | 21.8885907706 |
| 2024-06-01 | 22.4319981883 |
| 2024-07-01 | 20.9614208618 |
| 2024-08-01 | 21.1117215508 |
| 2024-09-01 | 22.0334070767 |
| 2024-10-01 | 21.8730432304 |
| 2024-11-01 | 21.8812931475 |
| 2024-12-01 | 21.7845557503 |
| 2025-01-01 | 21.6198481712 |
| 2025-02-01 | 21.8861754596 |
| 2025-03-01 | 21.7896062236 |
| 2025-04-01 | 21.9479826875 |
| 2025-05-01 | 22.0397117741 |
| 2025-06-01 | 22.2122305815 |
| 2025-07-01 | 21.0926900697 |
| 2025-08-01 | 21.3592769010 |
| 2025-09-01 | 21.6254893899 |
| 2025-10-01 | 21.4311559963 |
| 2025-11-01 | 21.4601615488 |
| 2025-12-01 | 21.6326924202 |
| 2026-01-01 | 22.5479537454 |
| 2026-02-01 | 21.8146786916 |
| 2026-03-01 | 21.9173379576 |
| 2026-04-01 | 21.9281607793 |
| 2026-05-01 | 22.0015110104 |
| 2026-06-01 | 22.4773618229 |
| 2026-07-01 | 22.3970162114 |
| 2026-08-01 | 22.5340503402 |
| 2026-09-01 | 22.7414858635 |