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 2026-08-01 |
| Last Updated | 2026-09-18 11:24 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 | 9.7471339184 |
| 1990-02-01 | 9.8842418935 |
| 1990-03-01 | 9.9348161542 |
| 1990-04-01 | 10.0272192839 |
| 1990-05-01 | 10.1919003459 |
| 1990-06-01 | 10.3553939786 |
| 1990-07-01 | 10.1897530237 |
| 1990-08-01 | 10.1496045581 |
| 1990-09-01 | 10.3048287562 |
| 1990-10-01 | 10.3344808461 |
| 1990-11-01 | 10.4052301564 |
| 1990-12-01 | 10.5537076255 |
| 1991-01-01 | 10.7587395517 |
| 1991-02-01 | 10.7238703659 |
| 1991-03-01 | 10.7789796887 |
| 1991-04-01 | 10.4914806769 |
| 1991-05-01 | 10.5672274252 |
| 1991-06-01 | 10.2667575920 |
| 1991-07-01 | 10.4286146177 |
| 1991-08-01 | 10.6551774457 |
| 1991-09-01 | 10.7164788903 |
| 1991-10-01 | 10.8066712863 |
| 1991-11-01 | 10.7756073805 |
| 1991-12-01 | 10.7419546072 |
| 1992-01-01 | 10.5747149696 |
| 1992-02-01 | 10.4275633871 |
| 1992-03-01 | 10.3247579595 |
| 1992-04-01 | 10.8381664382 |
| 1992-05-01 | 10.8458370370 |
| 1992-06-01 | 10.9342271338 |
| 1992-07-01 | 11.0203593859 |
| 1992-08-01 | 11.0061104549 |
| 1992-09-01 | 11.1386036931 |
| 1992-10-01 | 11.1962547147 |
| 1992-11-01 | 11.2432062856 |
| 1992-12-01 | 11.2077946873 |
| 1993-01-01 | 11.3149430597 |
| 1993-02-01 | 11.3548365603 |
| 1993-03-01 | 11.3714405930 |
| 1993-04-01 | 11.0735086588 |
| 1993-05-01 | 11.1998860788 |
| 1993-06-01 | 11.7103397747 |
| 1993-07-01 | 11.4659929961 |
| 1993-08-01 | 11.4681258687 |
| 1993-09-01 | 11.3677805937 |
| 1993-10-01 | 11.3239500926 |
| 1993-11-01 | 11.3624214400 |
| 1993-12-01 | 11.4069172131 |
| 1994-01-01 | 11.5441231941 |
| 1994-02-01 | 11.6238484633 |
| 1994-03-01 | 11.5708784096 |
| 1994-04-01 | 11.8809675705 |
| 1994-05-01 | 11.8512169735 |
| 1994-06-01 | 11.5290288854 |
| 1994-07-01 | 11.5070979675 |
| 1994-08-01 | 11.5066502517 |
| 1994-09-01 | 12.0077549373 |
| 1994-10-01 | 11.7427412492 |
| 1994-11-01 | 11.8647055149 |
| 1994-12-01 | 11.8885762589 |
| 1995-01-01 | 11.7681167774 |
| 1995-02-01 | 11.9961101048 |
| 1995-03-01 | 11.9602490311 |
| 1995-04-01 | 12.1235112533 |
| 1995-05-01 | 12.0103032310 |
| 1995-06-01 | 12.0585975282 |
| 1995-07-01 | 12.3196363708 |
| 1995-08-01 | 12.1884626392 |
| 1995-09-01 | 12.2239740151 |
| 1995-10-01 | 12.3551725221 |
| 1995-11-01 | 12.3804751128 |
| 1995-12-01 | 12.4834373948 |
| 1996-01-01 | 12.3645109351 |
| 1996-02-01 | 12.4778810840 |
| 1996-03-01 | 12.4227355992 |
| 1996-04-01 | 12.3865764037 |
| 1996-05-01 | 12.5712078540 |
| 1996-06-01 | 12.4778507424 |
| 1996-07-01 | 12.3557568561 |
| 1996-08-01 | 12.6004115117 |
| 1996-09-01 | 12.5327049372 |
| 1996-10-01 | 12.6858670404 |
| 1996-11-01 | 12.7125799328 |
| 1996-12-01 | 12.8197412932 |
| 1997-01-01 | 12.9459031968 |
| 1997-02-01 | 12.8870994516 |
| 1997-03-01 | 13.0649973580 |
| 1997-04-01 | 13.0320752291 |
| 1997-05-01 | 13.0399653042 |
| 1997-06-01 | 13.2157469782 |
| 1997-07-01 | 13.2704560643 |
| 1997-08-01 | 13.3893822730 |
| 1997-09-01 | 13.2277027218 |
| 1997-10-01 | 13.1856059713 |
| 1997-11-01 | 13.2199758976 |
| 1997-12-01 | 13.3713869368 |
| 1998-01-01 | 13.2057090185 |
| 1998-02-01 | 13.4001287395 |
| 1998-03-01 | 13.3171943862 |
| 1998-04-01 | 13.5874907581 |
| 1998-05-01 | 13.8343826581 |
| 1998-06-01 | 13.7687814496 |
| 1998-07-01 | 13.4085108418 |
| 1998-08-01 | 13.4237877514 |
| 1998-09-01 | 13.7048073732 |
| 1998-10-01 | 13.5822852626 |
| 1998-11-01 | 13.6276976043 |
| 1998-12-01 | 13.6473270499 |
| 1999-01-01 | 13.9753638711 |
| 1999-02-01 | 13.8004434156 |
| 1999-03-01 | 13.9442786221 |
| 1999-04-01 | 13.8545192932 |
| 1999-05-01 | 14.0643347372 |
| 1999-06-01 | 13.9225100727 |
| 1999-07-01 | 14.0773714487 |
| 1999-08-01 | 13.8890544171 |
| 1999-09-01 | 13.6491319122 |
| 1999-10-01 | 13.6588181717 |
| 1999-11-01 | 13.7354704342 |
| 1999-12-01 | 13.6150635116 |
| 2000-01-01 | 14.1728820726 |
| 2000-02-01 | 13.7019711340 |
| 2000-03-01 | 13.8126694824 |
| 2000-04-01 | 13.7442947698 |
| 2000-05-01 | 13.8368588764 |
| 2000-06-01 | 13.9074859560 |
| 2000-07-01 | 14.3934480989 |
| 2000-08-01 | 14.2779455035 |
| 2000-09-01 | 13.7067575625 |
| 2000-10-01 | 14.2566605749 |
| 2000-11-01 | 14.2770336766 |
| 2000-12-01 | 14.2006918055 |
| 2001-01-01 | 12.8103803746 |
| 2001-02-01 | 11.8658381223 |
| 2001-03-01 | 11.4680725645 |
| 2001-04-01 | 12.1455476882 |
| 2001-05-01 | 12.0520126407 |
| 2001-06-01 | 12.1763504055 |
| 2001-07-01 | 12.4567230986 |
| 2001-08-01 | 12.4651019547 |
| 2001-09-01 | 12.2709891109 |
| 2001-10-01 | 12.0414904516 |
| 2001-11-01 | 12.0201103257 |
| 2001-12-01 | 11.9964462538 |
| 2002-01-01 | 12.2906038295 |
| 2002-02-01 | 12.0897781222 |
| 2002-03-01 | 12.1780700478 |
| 2002-04-01 | 12.3150358217 |
| 2002-05-01 | 12.4649011486 |
| 2002-06-01 | 12.7119136122 |
| 2002-07-01 | 12.7392794171 |
| 2002-08-01 | 12.7819018097 |
| 2002-09-01 | 13.1649607901 |
| 2002-10-01 | 13.2690292621 |
| 2002-11-01 | 13.2647236713 |
| 2002-12-01 | 13.4544505356 |
| 2003-01-01 | 13.3260239486 |
| 2003-02-01 | 13.4191875645 |
| 2003-03-01 | 13.4441891709 |
| 2003-04-01 | 13.2256712445 |
| 2003-05-01 | 13.0332715750 |
| 2003-06-01 | 12.8084404145 |
| 2003-07-01 | 13.0519767537 |
| 2003-08-01 | 13.1072226739 |
| 2003-09-01 | 13.6668128140 |
| 2003-10-01 | 13.5861754284 |
| 2003-11-01 | 13.5859232522 |
| 2003-12-01 | 13.5723120217 |
| 2004-01-01 | 13.5566310553 |
| 2004-02-01 | 13.8227476645 |
| 2004-03-01 | 13.6769588325 |
| 2004-04-01 | 13.8586018822 |
| 2004-05-01 | 13.6785652123 |
| 2004-06-01 | 14.2434374805 |
| 2004-07-01 | 14.5801286317 |
| 2004-08-01 | 14.2862703094 |
| 2004-09-01 | 14.0798390112 |
| 2004-10-01 | 14.3865757390 |
| 2004-11-01 | 14.4643681153 |
| 2004-12-01 | 14.5385312317 |
| 2005-01-01 | 13.7591484456 |
| 2005-02-01 | 14.5263564528 |
| 2005-03-01 | 14.4677884728 |
| 2005-04-01 | 14.5903815257 |
| 2005-05-01 | 14.6113649641 |
| 2005-06-01 | 14.4616408812 |
| 2005-07-01 | 14.3412083762 |
| 2005-08-01 | 14.2656150157 |
| 2005-09-01 | 14.4978459279 |
| 2005-10-01 | 14.4849449018 |
| 2005-11-01 | 14.6414027237 |
| 2005-12-01 | 14.4853124651 |
| 2006-01-01 | 13.6067495530 |
| 2006-02-01 | 14.7048301375 |
| 2006-03-01 | 14.8011123995 |
| 2006-04-01 | 14.7672787279 |
| 2006-05-01 | 14.9012024527 |
| 2006-06-01 | 14.6608572977 |
| 2006-07-01 | 14.6648142671 |
| 2006-08-01 | 14.8338427090 |
| 2006-09-01 | 14.8030828685 |
| 2006-10-01 | 14.8772742969 |
| 2006-11-01 | 14.9326993071 |
| 2006-12-01 | 15.0270073634 |
| 2007-01-01 | 14.4473824287 |
| 2007-02-01 | 14.9975150934 |
| 2007-03-01 | 15.1546325862 |
| 2007-04-01 | 15.0449804497 |
| 2007-05-01 | 15.1159653037 |
| 2007-06-01 | 15.0476170552 |
| 2007-07-01 | 15.1989708909 |
| 2007-08-01 | 15.2468093311 |
| 2007-09-01 | 15.3123382245 |
| 2007-10-01 | 15.2734784938 |
| 2007-11-01 | 15.2386564577 |
| 2007-12-01 | 15.3962499389 |
| 2008-01-01 | 15.3727182283 |
| 2008-02-01 | 15.2996917573 |
| 2008-03-01 | 15.3303124771 |
| 2008-04-01 | 15.5161827189 |
| 2008-05-01 | 15.4456890860 |
| 2008-06-01 | 15.5212114247 |
| 2008-07-01 | 15.7237321343 |
| 2008-08-01 | 15.7863521930 |
| 2008-09-01 | 15.8104937449 |
| 2008-10-01 | 15.7514557248 |
| 2008-11-01 | 15.7261930574 |
| 2008-12-01 | 15.8826102626 |
| 2009-01-01 | 15.9732082967 |
| 2009-02-01 | 15.9610942890 |
| 2009-03-01 | 15.9919919970 |
| 2009-04-01 | 15.8036182633 |
| 2009-05-01 | 15.7707176132 |
| 2009-06-01 | 15.9764917662 |
| 2009-07-01 | 16.1286884148 |
| 2009-08-01 | 15.9520242051 |
| 2009-09-01 | 15.8064510157 |
| 2009-10-01 | 16.1321597100 |
| 2009-11-01 | 16.2141116453 |
| 2009-12-01 | 16.1895990126 |
| 2010-01-01 | 16.3766451743 |
| 2010-02-01 | 16.4286222933 |
| 2010-03-01 | 16.4697757799 |
| 2010-04-01 | 16.6459355733 |
| 2010-05-01 | 16.6787804922 |
| 2010-06-01 | 16.7529991042 |
| 2010-07-01 | 16.7982618489 |
| 2010-08-01 | 16.7529683160 |
| 2010-09-01 | 16.5938563510 |
| 2010-10-01 | 16.6905581707 |
| 2010-11-01 | 16.7813634210 |
| 2010-12-01 | 16.7000307515 |
| 2011-01-01 | 16.6828766001 |
| 2011-02-01 | 16.6977468658 |
| 2011-03-01 | 16.5928892315 |
| 2011-04-01 | 17.3076743742 |
| 2011-05-01 | 17.3867340646 |
| 2011-06-01 | 17.4082351287 |
| 2011-07-01 | 17.4727379974 |
| 2011-08-01 | 17.6493359722 |
| 2011-09-01 | 18.0046087008 |
| 2011-10-01 | 17.7044098252 |
| 2011-11-01 | 18.0820141007 |
| 2011-12-01 | 18.2339555449 |
| 2012-01-01 | 18.3574351004 |
| 2012-02-01 | 18.6443738805 |
| 2012-03-01 | 18.4603791265 |
| 2012-04-01 | 18.3448576456 |
| 2012-05-01 | 18.4930830828 |
| 2012-06-01 | 18.1571226180 |
| 2012-07-01 | 18.3898712183 |
| 2012-08-01 | 18.3929520097 |
| 2012-09-01 | 18.6201111281 |
| 2012-10-01 | 18.7224486862 |
| 2012-11-01 | 18.6495750032 |
| 2012-12-01 | 18.8192012169 |
| 2013-01-01 | 18.7814309706 |
| 2013-02-01 | 18.9276932793 |
| 2013-03-01 | 19.1615516492 |
| 2013-04-01 | 19.1992907068 |
| 2013-05-01 | 18.9151948844 |
| 2013-06-01 | 18.6732202400 |
| 2013-07-01 | 19.1603009700 |
| 2013-08-01 | 19.2326598657 |
| 2013-09-01 | 19.5676255435 |
| 2013-10-01 | 19.4595034512 |
| 2013-11-01 | 19.5846076252 |
| 2013-12-01 | 19.5869613940 |
| 2014-01-01 | 19.8422964448 |
| 2014-02-01 | 19.8715295612 |
| 2014-03-01 | 19.7727390867 |
| 2014-04-01 | 19.7697218482 |
| 2014-05-01 | 19.6377571408 |
| 2014-06-01 | 20.1761904606 |
| 2014-07-01 | 20.1656275744 |
| 2014-08-01 | 20.1822687213 |
| 2014-09-01 | 19.8122306082 |
| 2014-10-01 | 19.9225271045 |
| 2014-11-01 | 19.8691048618 |
| 2014-12-01 | 19.7905584228 |
| 2015-01-01 | 20.1757949946 |
| 2015-02-01 | 19.8933923221 |
| 2015-03-01 | 19.9344964605 |
| 2015-04-01 | 19.9667904026 |
| 2015-05-01 | 19.9499237833 |
| 2015-06-01 | 20.1179180264 |
| 2015-07-01 | 20.0978375901 |
| 2015-08-01 | 20.2932547089 |
| 2015-09-01 | 20.0538543030 |
| 2015-10-01 | 20.1980479660 |
| 2015-11-01 | 20.2392260487 |
| 2015-12-01 | 20.4749041352 |
| 2016-01-01 | 20.2033001945 |
| 2016-02-01 | 20.2012017735 |
| 2016-03-01 | 20.2585327033 |
| 2016-04-01 | 20.4386679459 |
| 2016-05-01 | 20.5510507859 |
| 2016-06-01 | 20.4088422947 |
| 2016-07-01 | 20.5415204865 |
| 2016-08-01 | 20.3152638095 |
| 2016-09-01 | 20.3432818555 |
| 2016-10-01 | 20.4766328119 |
| 2016-11-01 | 20.6086788771 |
| 2016-12-01 | 20.5088386389 |
| 2017-01-01 | 20.2267609037 |
| 2017-02-01 | 20.6768878312 |
| 2017-03-01 | 20.5723148320 |
| 2017-04-01 | 20.6471462235 |
| 2017-05-01 | 20.7596845874 |
| 2017-06-01 | 20.7279954608 |
| 2017-07-01 | 20.7607211000 |
| 2017-08-01 | 20.8424272963 |
| 2017-09-01 | 20.7985625388 |
| 2017-10-01 | 20.8309517603 |
| 2017-11-01 | 20.7707648736 |
| 2017-12-01 | 21.0512132075 |
| 2018-01-01 | 20.9845182350 |
| 2018-02-01 | 21.0466185638 |
| 2018-03-01 | 21.2355934340 |
| 2018-04-01 | 21.4186889238 |
| 2018-05-01 | 21.3787379836 |
| 2018-06-01 | 21.3941231814 |
| 2018-07-01 | 21.3397926523 |
| 2018-08-01 | 21.4997500785 |
| 2018-09-01 | 21.5466520367 |
| 2018-10-01 | 21.4747632189 |
| 2018-11-01 | 21.3870975721 |
| 2018-12-01 | 21.4997290885 |
| 2019-01-01 | 21.5105408886 |
| 2019-02-01 | 21.4906594235 |
| 2019-03-01 | 21.6944012236 |
| 2019-04-01 | 21.5631074389 |
| 2019-05-01 | 21.0291058660 |
| 2019-06-01 | 21.6167974270 |
| 2019-07-01 | 21.5478457213 |
| 2019-08-01 | 21.5834934993 |
| 2019-09-01 | 21.9027985651 |
| 2019-10-01 | 21.8627150244 |
| 2019-11-01 | 21.9112597542 |
| 2019-12-01 | 21.8493083830 |
| 2020-01-01 | 22.0153285406 |
| 2020-02-01 | 22.1219722205 |
| 2020-03-01 | 21.8513470953 |
| 2020-04-01 | 19.1540944587 |
| 2020-05-01 | 18.7014598310 |
| 2020-06-01 | 19.5003340686 |
| 2020-07-01 | 19.6420819033 |
| 2020-08-01 | 19.9478348517 |
| 2020-09-01 | 19.9873858510 |
| 2020-10-01 | 20.3186508368 |
| 2020-11-01 | 20.3193635356 |
| 2020-12-01 | 19.7757671875 |
| 2021-01-01 | 20.1049677926 |
| 2021-02-01 | 19.8803753908 |
| 2021-03-01 | 20.5329225827 |
| 2021-04-01 | 20.9526116123 |
| 2021-05-01 | 21.1678839819 |
| 2021-06-01 | 21.2192161279 |
| 2021-07-01 | 21.6757069803 |
| 2021-08-01 | 21.8014401572 |
| 2021-09-01 | 21.3756115894 |
| 2021-10-01 | 21.5518320939 |
| 2021-11-01 | 21.6772631245 |
| 2021-12-01 | 21.7837702220 |
| 2022-01-01 | 21.7751950552 |
| 2022-02-01 | 21.7420611133 |
| 2022-03-01 | 21.7415257789 |
| 2022-04-01 | 21.1107689166 |
| 2022-05-01 | 21.1217182807 |
| 2022-06-01 | 21.0918210627 |
| 2022-07-01 | 21.5139858306 |
| 2022-08-01 | 21.9530355745 |
| 2022-09-01 | 21.3512755774 |
| 2022-10-01 | 21.1348288600 |
| 2022-11-01 | 21.2315658809 |
| 2022-12-01 | 21.4857098373 |
| 2023-01-01 | 21.5596365894 |
| 2023-02-01 | 21.3793120234 |
| 2023-03-01 | 21.3735934973 |
| 2023-04-01 | 21.3607010779 |
| 2023-05-01 | 21.0660719942 |
| 2023-06-01 | 20.7840268071 |
| 2023-07-01 | 20.9092799593 |
| 2023-08-01 | 20.9322239707 |
| 2023-09-01 | 20.7782740911 |
| 2023-10-01 | 21.4742332660 |
| 2023-11-01 | 21.5608036082 |
| 2023-12-01 | 21.5851991259 |
| 2024-01-01 | 20.7044720218 |
| 2024-02-01 | 21.4956448578 |
| 2024-03-01 | 21.5726213084 |
| 2024-04-01 | 21.7776317300 |
| 2024-05-01 | 21.8801265082 |
| 2024-06-01 | 22.3812259787 |
| 2024-07-01 | 20.9234016005 |
| 2024-08-01 | 21.1081214371 |
| 2024-09-01 | 22.1087553437 |
| 2024-10-01 | 21.8880182262 |
| 2024-11-01 | 21.8887788610 |
| 2024-12-01 | 21.7894948172 |
| 2025-01-01 | 21.6211596168 |
| 2025-02-01 | 21.8880943151 |
| 2025-03-01 | 21.7867707188 |
| 2025-04-01 | 21.9386849051 |
| 2025-05-01 | 22.0242868811 |
| 2025-06-01 | 22.1485809345 |
| 2025-07-01 | 21.0376210248 |
| 2025-08-01 | 21.3518569695 |
| 2025-09-01 | 21.7405954646 |
| 2025-10-01 | 21.4513317050 |
| 2025-11-01 | 21.4678227656 |
| 2025-12-01 | 21.6361766541 |
| 2026-01-01 | 22.5471896067 |
| 2026-02-01 | 21.8139459675 |
| 2026-03-01 | 21.9114512940 |
| 2026-04-01 | 21.9153753470 |
| 2026-05-01 | 21.9808783019 |
| 2026-06-01 | 22.4022557945 |
| 2026-07-01 | 22.3257286337 |
| 2026-08-01 | 22.4004559435 |