Table Data - All Employees: Education and Health Services: Private Education and Health Services in Binghamton, NY (MSA)
| Title | All Employees: Education and Health Services: Private Education and Health Services in Binghamton, NY (MSA) |
|---|---|
| Series ID | BING736EDUH |
| 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 9:42 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 | 12.7642942720 |
| 1990-02-01 | 12.7778853745 |
| 1990-03-01 | 12.7054370172 |
| 1990-04-01 | 12.5755869950 |
| 1990-05-01 | 12.7335938557 |
| 1990-06-01 | 12.8019217749 |
| 1990-07-01 | 12.9474104355 |
| 1990-08-01 | 13.1232300451 |
| 1990-09-01 | 12.9447031724 |
| 1990-10-01 | 12.9658635098 |
| 1990-11-01 | 12.8650616701 |
| 1990-12-01 | 12.9874350207 |
| 1991-01-01 | 13.4827323803 |
| 1991-02-01 | 13.3864242853 |
| 1991-03-01 | 13.4003927589 |
| 1991-04-01 | 13.4729376242 |
| 1991-05-01 | 13.5223744837 |
| 1991-06-01 | 13.6073947647 |
| 1991-07-01 | 13.5554241290 |
| 1991-08-01 | 13.7317125762 |
| 1991-09-01 | 13.6556662339 |
| 1991-10-01 | 13.5475956705 |
| 1991-11-01 | 13.6582564204 |
| 1991-12-01 | 13.6731534142 |
| 1992-01-01 | 13.6964926602 |
| 1992-02-01 | 13.8960802890 |
| 1992-03-01 | 13.8969560638 |
| 1992-04-01 | 13.8617730019 |
| 1992-05-01 | 13.7031273152 |
| 1992-06-01 | 13.7025807486 |
| 1992-07-01 | 13.7765274032 |
| 1992-08-01 | 13.7374384405 |
| 1992-09-01 | 13.9732926879 |
| 1992-10-01 | 13.9241007101 |
| 1992-11-01 | 14.0397576065 |
| 1992-12-01 | 13.9675100500 |
| 1993-01-01 | 13.6158858422 |
| 1993-02-01 | 13.5008607979 |
| 1993-03-01 | 13.4024845637 |
| 1993-04-01 | 13.7484941499 |
| 1993-05-01 | 13.8833558889 |
| 1993-06-01 | 13.8981011856 |
| 1993-07-01 | 13.8975066554 |
| 1993-08-01 | 13.8508222175 |
| 1993-09-01 | 13.7886653286 |
| 1993-10-01 | 14.0041797276 |
| 1993-11-01 | 14.0275273850 |
| 1993-12-01 | 14.0700882675 |
| 1994-01-01 | 13.8226942382 |
| 1994-02-01 | 13.9109157435 |
| 1994-03-01 | 13.9161738894 |
| 1994-04-01 | 13.8317301415 |
| 1994-05-01 | 14.1587959221 |
| 1994-06-01 | 13.8843783409 |
| 1994-07-01 | 14.0154202072 |
| 1994-08-01 | 14.0612398660 |
| 1994-09-01 | 13.9184910228 |
| 1994-10-01 | 13.9907621151 |
| 1994-11-01 | 13.8130873108 |
| 1994-12-01 | 13.6760485049 |
| 1995-01-01 | 14.1329227694 |
| 1995-02-01 | 14.2154502938 |
| 1995-03-01 | 14.1354160781 |
| 1995-04-01 | 14.1190121908 |
| 1995-05-01 | 13.8471976594 |
| 1995-06-01 | 14.0716735125 |
| 1995-07-01 | 13.9064379546 |
| 1995-08-01 | 13.9527044394 |
| 1995-09-01 | 14.2524280409 |
| 1995-10-01 | 14.0877007835 |
| 1995-11-01 | 14.1153822485 |
| 1995-12-01 | 13.9838551596 |
| 1996-01-01 | 13.9120251745 |
| 1996-02-01 | 13.9103215397 |
| 1996-03-01 | 13.9580077821 |
| 1996-04-01 | 14.0051647204 |
| 1996-05-01 | 14.0423291689 |
| 1996-06-01 | 14.0537576238 |
| 1996-07-01 | 14.0006045099 |
| 1996-08-01 | 14.0333508639 |
| 1996-09-01 | 14.1884267490 |
| 1996-10-01 | 14.1018403306 |
| 1996-11-01 | 14.2158859208 |
| 1996-12-01 | 14.2971634370 |
| 1997-01-01 | 14.4100771453 |
| 1997-02-01 | 14.3995617784 |
| 1997-03-01 | 14.3626083269 |
| 1997-04-01 | 14.4883854169 |
| 1997-05-01 | 14.5478798701 |
| 1997-06-01 | 14.5403838616 |
| 1997-07-01 | 14.7977358340 |
| 1997-08-01 | 14.7214593518 |
| 1997-09-01 | 14.6125620412 |
| 1997-10-01 | 14.7206871027 |
| 1997-11-01 | 14.7218874753 |
| 1997-12-01 | 14.7132251775 |
| 1998-01-01 | 14.5866502490 |
| 1998-02-01 | 14.5981402537 |
| 1998-03-01 | 14.6586486365 |
| 1998-04-01 | 14.6871718537 |
| 1998-05-01 | 14.6605022436 |
| 1998-06-01 | 14.7207012117 |
| 1998-07-01 | 14.7779730363 |
| 1998-08-01 | 14.6829477949 |
| 1998-09-01 | 14.6364744312 |
| 1998-10-01 | 14.8525486703 |
| 1998-11-01 | 14.8373673339 |
| 1998-12-01 | 14.8240347539 |
| 1999-01-01 | 15.1683615272 |
| 1999-02-01 | 15.1052842997 |
| 1999-03-01 | 15.0448020754 |
| 1999-04-01 | 15.1055358110 |
| 1999-05-01 | 15.0740922813 |
| 1999-06-01 | 15.0022504034 |
| 1999-07-01 | 14.9553211295 |
| 1999-08-01 | 15.2377937836 |
| 1999-09-01 | 14.9452666292 |
| 1999-10-01 | 14.9922184276 |
| 1999-11-01 | 15.0670913345 |
| 1999-12-01 | 15.0384840599 |
| 2000-01-01 | 15.0295846073 |
| 2000-02-01 | 15.2125280083 |
| 2000-03-01 | 15.1384979352 |
| 2000-04-01 | 15.1379285611 |
| 2000-05-01 | 15.0832854365 |
| 2000-06-01 | 15.0809877109 |
| 2000-07-01 | 14.9351917642 |
| 2000-08-01 | 15.0784662888 |
| 2000-09-01 | 15.2409460032 |
| 2000-10-01 | 15.2360851614 |
| 2000-11-01 | 15.1950063614 |
| 2000-12-01 | 15.2515946531 |
| 2001-01-01 | 14.4987824855 |
| 2001-02-01 | 14.4202544734 |
| 2001-03-01 | 14.6464189230 |
| 2001-04-01 | 14.5691439035 |
| 2001-05-01 | 14.5779646624 |
| 2001-06-01 | 14.7610510369 |
| 2001-07-01 | 14.7173871526 |
| 2001-08-01 | 14.7395004892 |
| 2001-09-01 | 14.6119658405 |
| 2001-10-01 | 14.5835929290 |
| 2001-11-01 | 14.5197594722 |
| 2001-12-01 | 14.5690326735 |
| 2002-01-01 | 15.1757333865 |
| 2002-02-01 | 15.0392318733 |
| 2002-03-01 | 15.1638444854 |
| 2002-04-01 | 14.8881619432 |
| 2002-05-01 | 14.7593184660 |
| 2002-06-01 | 14.8414258144 |
| 2002-07-01 | 14.9049257656 |
| 2002-08-01 | 15.0141438556 |
| 2002-09-01 | 15.1069329018 |
| 2002-10-01 | 14.9179219577 |
| 2002-11-01 | 15.0334904385 |
| 2002-12-01 | 14.9652188695 |
| 2003-01-01 | 14.9515329693 |
| 2003-02-01 | 14.9520746325 |
| 2003-03-01 | 14.8900086006 |
| 2003-04-01 | 14.8925880464 |
| 2003-05-01 | 14.9374245733 |
| 2003-06-01 | 14.9301424268 |
| 2003-07-01 | 15.0000149361 |
| 2003-08-01 | 14.9162036402 |
| 2003-09-01 | 14.7975745460 |
| 2003-10-01 | 14.7334568849 |
| 2003-11-01 | 14.6427425576 |
| 2003-12-01 | 14.6662532281 |
| 2004-01-01 | 14.6263831045 |
| 2004-02-01 | 14.7599973656 |
| 2004-03-01 | 14.7125859908 |
| 2004-04-01 | 14.7894503696 |
| 2004-05-01 | 14.8221568309 |
| 2004-06-01 | 14.8302887960 |
| 2004-07-01 | 14.7982736608 |
| 2004-08-01 | 14.7275838793 |
| 2004-09-01 | 14.7968867416 |
| 2004-10-01 | 14.7304005131 |
| 2004-11-01 | 14.8507850728 |
| 2004-12-01 | 14.7599787438 |
| 2005-01-01 | 14.8074486211 |
| 2005-02-01 | 14.7596510713 |
| 2005-03-01 | 14.8277765596 |
| 2005-04-01 | 14.8819002685 |
| 2005-05-01 | 14.9171524464 |
| 2005-06-01 | 15.0374328898 |
| 2005-07-01 | 14.8011764369 |
| 2005-08-01 | 14.7520623681 |
| 2005-09-01 | 14.8896024849 |
| 2005-10-01 | 15.0167128265 |
| 2005-11-01 | 15.0560333022 |
| 2005-12-01 | 15.1504212201 |
| 2006-01-01 | 15.0868190262 |
| 2006-02-01 | 15.0628952068 |
| 2006-03-01 | 15.0287566767 |
| 2006-04-01 | 15.0836837521 |
| 2006-05-01 | 15.0269123578 |
| 2006-06-01 | 15.2474780004 |
| 2006-07-01 | 15.0004635378 |
| 2006-08-01 | 15.0719520996 |
| 2006-09-01 | 15.2846391875 |
| 2006-10-01 | 15.1991653762 |
| 2006-11-01 | 15.1653224564 |
| 2006-12-01 | 15.2458515589 |
| 2007-01-01 | 15.3662548175 |
| 2007-02-01 | 15.3595615279 |
| 2007-03-01 | 15.4217491368 |
| 2007-04-01 | 15.3916729724 |
| 2007-05-01 | 15.3450784440 |
| 2007-06-01 | 15.4599200886 |
| 2007-07-01 | 15.5970062095 |
| 2007-08-01 | 15.6904811597 |
| 2007-09-01 | 15.6762018344 |
| 2007-10-01 | 15.6858191926 |
| 2007-11-01 | 15.6666607960 |
| 2007-12-01 | 15.6521390267 |
| 2008-01-01 | 15.6527842963 |
| 2008-02-01 | 15.6496806397 |
| 2008-03-01 | 15.7065394041 |
| 2008-04-01 | 15.8030582649 |
| 2008-05-01 | 15.8628318494 |
| 2008-06-01 | 15.8705820577 |
| 2008-07-01 | 15.8871268942 |
| 2008-08-01 | 15.8981973739 |
| 2008-09-01 | 15.8685608516 |
| 2008-10-01 | 15.8783466582 |
| 2008-11-01 | 15.8630355009 |
| 2008-12-01 | 15.9696559977 |
| 2009-01-01 | 15.9597345604 |
| 2009-02-01 | 16.0381251197 |
| 2009-03-01 | 15.9893832138 |
| 2009-04-01 | 16.0054165116 |
| 2009-05-01 | 16.0697785684 |
| 2009-06-01 | 16.1709954316 |
| 2009-07-01 | 16.2799022706 |
| 2009-08-01 | 16.3118053344 |
| 2009-09-01 | 16.4625548682 |
| 2009-10-01 | 16.4795721976 |
| 2009-11-01 | 16.5527107736 |
| 2009-12-01 | 16.5874534813 |
| 2010-01-01 | 16.6779962874 |
| 2010-02-01 | 16.6299603889 |
| 2010-03-01 | 16.6731856560 |
| 2010-04-01 | 16.5979903206 |
| 2010-05-01 | 16.5649732852 |
| 2010-06-01 | 16.5656814664 |
| 2010-07-01 | 16.5820329340 |
| 2010-08-01 | 16.3284810540 |
| 2010-09-01 | 16.5529435395 |
| 2010-10-01 | 16.6820751308 |
| 2010-11-01 | 16.7356326368 |
| 2010-12-01 | 16.7046384055 |
| 2011-01-01 | 16.8031231961 |
| 2011-02-01 | 16.8280725589 |
| 2011-03-01 | 16.8591312706 |
| 2011-04-01 | 16.8865937118 |
| 2011-05-01 | 16.8593397684 |
| 2011-06-01 | 16.8596463339 |
| 2011-07-01 | 16.7877382319 |
| 2011-08-01 | 16.8502565963 |
| 2011-09-01 | 16.7460776734 |
| 2011-10-01 | 16.7764390567 |
| 2011-11-01 | 16.8240633998 |
| 2011-12-01 | 16.8135970495 |
| 2012-01-01 | 16.8202504427 |
| 2012-02-01 | 16.9270701077 |
| 2012-03-01 | 16.9541328509 |
| 2012-04-01 | 16.9794388625 |
| 2012-05-01 | 17.0555801177 |
| 2012-06-01 | 17.0606484473 |
| 2012-07-01 | 17.0934240190 |
| 2012-08-01 | 17.0659351575 |
| 2012-09-01 | 17.1403125625 |
| 2012-10-01 | 16.9633270061 |
| 2012-11-01 | 16.9146562612 |
| 2012-12-01 | 17.0147939383 |
| 2013-01-01 | 16.8320128479 |
| 2013-02-01 | 16.8250590015 |
| 2013-03-01 | 16.8599484020 |
| 2013-04-01 | 16.9736382518 |
| 2013-05-01 | 16.9541028875 |
| 2013-06-01 | 16.9700550745 |
| 2013-07-01 | 16.7917542376 |
| 2013-08-01 | 16.8760118314 |
| 2013-09-01 | 17.0339150883 |
| 2013-10-01 | 16.9503009419 |
| 2013-11-01 | 17.0148986532 |
| 2013-12-01 | 16.9072716334 |
| 2014-01-01 | 16.9318598661 |
| 2014-02-01 | 16.9193128728 |
| 2014-03-01 | 16.9739846018 |
| 2014-04-01 | 16.8659701831 |
| 2014-05-01 | 16.8557263947 |
| 2014-06-01 | 16.8798787429 |
| 2014-07-01 | 16.8949159044 |
| 2014-08-01 | 16.9987604043 |
| 2014-09-01 | 16.9283197109 |
| 2014-10-01 | 17.0395689014 |
| 2014-11-01 | 17.0105239777 |
| 2014-12-01 | 17.0928233632 |
| 2015-01-01 | 17.1280031211 |
| 2015-02-01 | 17.1122784495 |
| 2015-03-01 | 17.0816645816 |
| 2015-04-01 | 17.0570574420 |
| 2015-05-01 | 17.1619144258 |
| 2015-06-01 | 17.1868378497 |
| 2015-07-01 | 17.3097116807 |
| 2015-08-01 | 17.3219063192 |
| 2015-09-01 | 17.3334084319 |
| 2015-10-01 | 17.4295044668 |
| 2015-11-01 | 17.4013965260 |
| 2015-12-01 | 17.4699772786 |
| 2016-01-01 | 17.5184958577 |
| 2016-02-01 | 17.6071488144 |
| 2016-03-01 | 17.5853242768 |
| 2016-04-01 | 17.7481054057 |
| 2016-05-01 | 17.7673170183 |
| 2016-06-01 | 17.7900413524 |
| 2016-07-01 | 17.9375756550 |
| 2016-08-01 | 17.9487000952 |
| 2016-09-01 | 18.0404988049 |
| 2016-10-01 | 18.0217818306 |
| 2016-11-01 | 18.0821972287 |
| 2016-12-01 | 18.0423863636 |
| 2017-01-01 | 18.2156531622 |
| 2017-02-01 | 18.1953311427 |
| 2017-03-01 | 18.0892797839 |
| 2017-04-01 | 18.2465528829 |
| 2017-05-01 | 18.3731754569 |
| 2017-06-01 | 18.3894817700 |
| 2017-07-01 | 17.9641748172 |
| 2017-08-01 | 18.0666309768 |
| 2017-09-01 | 18.1475398230 |
| 2017-10-01 | 18.1186286819 |
| 2017-11-01 | 18.1576485436 |
| 2017-12-01 | 18.2164534120 |
| 2018-01-01 | 18.1133690240 |
| 2018-02-01 | 18.1907209352 |
| 2018-03-01 | 18.2918237105 |
| 2018-04-01 | 18.3498539930 |
| 2018-05-01 | 18.3784895601 |
| 2018-06-01 | 18.4889502779 |
| 2018-07-01 | 18.3884219348 |
| 2018-08-01 | 18.4879660967 |
| 2018-09-01 | 18.4595247205 |
| 2018-10-01 | 18.5120264748 |
| 2018-11-01 | 18.5275234568 |
| 2018-12-01 | 18.5961401627 |
| 2019-01-01 | 18.6154942401 |
| 2019-02-01 | 18.5747787835 |
| 2019-03-01 | 18.6915066404 |
| 2019-04-01 | 18.6646550081 |
| 2019-05-01 | 18.6877535027 |
| 2019-06-01 | 18.6947438977 |
| 2019-07-01 | 18.6971497550 |
| 2019-08-01 | 18.7938731070 |
| 2019-09-01 | 18.8803085407 |
| 2019-10-01 | 18.8032679793 |
| 2019-11-01 | 18.8060490668 |
| 2019-12-01 | 18.7896300468 |
| 2020-01-01 | 18.8122016319 |
| 2020-02-01 | 18.8548965743 |
| 2020-03-01 | 18.6831828768 |
| 2020-04-01 | 16.2807432698 |
| 2020-05-01 | 16.5984907710 |
| 2020-06-01 | 17.1164302655 |
| 2020-07-01 | 17.5781946038 |
| 2020-08-01 | 17.8790203202 |
| 2020-09-01 | 17.9937933563 |
| 2020-10-01 | 18.2895518587 |
| 2020-11-01 | 18.3021274549 |
| 2020-12-01 | 18.4017606091 |
| 2021-01-01 | 18.2128267405 |
| 2021-02-01 | 18.1331266335 |
| 2021-03-01 | 18.1782924526 |
| 2021-04-01 | 18.1829974740 |
| 2021-05-01 | 18.1033827214 |
| 2021-06-01 | 18.0392171801 |
| 2021-07-01 | 17.9724526486 |
| 2021-08-01 | 17.8864234111 |
| 2021-09-01 | 17.7009548102 |
| 2021-10-01 | 17.4778405035 |
| 2021-11-01 | 17.6073661980 |
| 2021-12-01 | 17.6213832908 |
| 2022-01-01 | 17.7191218655 |
| 2022-02-01 | 17.8259866965 |
| 2022-03-01 | 17.7682168193 |
| 2022-04-01 | 17.7726056930 |
| 2022-05-01 | 17.8970024955 |
| 2022-06-01 | 17.9485366096 |
| 2022-07-01 | 18.1742016173 |
| 2022-08-01 | 18.2099268262 |
| 2022-09-01 | 18.2004569725 |
| 2022-10-01 | 18.1617830552 |
| 2022-11-01 | 18.2109151267 |
| 2022-12-01 | 18.2258990326 |
| 2023-01-01 | 18.5309714009 |
| 2023-02-01 | 18.4206976265 |
| 2023-03-01 | 18.4614958419 |
| 2023-04-01 | 18.4547756450 |
| 2023-05-01 | 18.3793991031 |
| 2023-06-01 | 18.3362707949 |
| 2023-07-01 | 18.4885752066 |
| 2023-08-01 | 18.5341307562 |
| 2023-09-01 | 18.5919858369 |
| 2023-10-01 | 18.8612297355 |
| 2023-11-01 | 18.9215161904 |
| 2023-12-01 | 18.9249008258 |
| 2024-01-01 | 18.6434094980 |
| 2024-02-01 | 18.9244951501 |
| 2024-03-01 | 19.0519922126 |
| 2024-04-01 | 19.1300035339 |
| 2024-05-01 | 19.1544364999 |
| 2024-06-01 | 19.2140530948 |
| 2024-07-01 | 18.9186384556 |
| 2024-08-01 | 19.0614003438 |
| 2024-09-01 | 19.4822805740 |
| 2024-10-01 | 19.4653756351 |
| 2024-11-01 | 19.4312263072 |
| 2024-12-01 | 19.5206328243 |
| 2025-01-01 | 19.0539551895 |
| 2025-02-01 | 19.5312552498 |
| 2025-03-01 | 19.5538217934 |
| 2025-04-01 | 20.6064095144 |
| 2025-05-01 | 20.7243656293 |
| 2025-06-01 | 20.7795048103 |
| 2025-07-01 | 20.3644147015 |
| 2025-08-01 | 20.7066930905 |
| 2025-09-01 | 20.8762546281 |
| 2025-10-01 | 20.7695874354 |
| 2025-11-01 | 20.8278690165 |
| 2025-12-01 | 20.9015895194 |
| 2026-01-01 | 21.1709770247 |
| 2026-02-01 | 21.0381402030 |
| 2026-03-01 | 21.0546377763 |
| 2026-04-01 | 21.1928433442 |
| 2026-05-01 | 21.2015589324 |
| 2026-06-01 | 21.2477255670 |
| 2026-07-01 | 21.1981123962 |
| 2026-08-01 | 21.2234516423 |
| 2026-09-01 | 20.9703461560 |