Table Data - All Employees: Education and Health Services: Private Colleges, Universities, and Professional Schools in Massachusetts
| Title | All Employees: Education and Health Services: Private Colleges, Universities, and Professional Schools in Massachusetts |
|---|---|
| Series ID | SMU25000006561130001SA |
| 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 10:27 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 | 89.1392917840 |
| 1990-02-01 | 89.4186010625 |
| 1990-03-01 | 87.5295097064 |
| 1990-04-01 | 89.0954276147 |
| 1990-05-01 | 90.3187496934 |
| 1990-06-01 | 90.5077647318 |
| 1990-07-01 | 89.3206391193 |
| 1990-08-01 | 89.8356994120 |
| 1990-09-01 | 88.4440368323 |
| 1990-10-01 | 91.4526554352 |
| 1990-11-01 | 91.8504936776 |
| 1990-12-01 | 92.8105949893 |
| 1991-01-01 | 90.0391665862 |
| 1991-02-01 | 90.6460024942 |
| 1991-03-01 | 91.2237534936 |
| 1991-04-01 | 88.9578880241 |
| 1991-05-01 | 88.6186063376 |
| 1991-06-01 | 88.9924591751 |
| 1991-07-01 | 90.3219549356 |
| 1991-08-01 | 90.5316140846 |
| 1991-09-01 | 89.3369629091 |
| 1991-10-01 | 88.8748434675 |
| 1991-11-01 | 88.9652406891 |
| 1991-12-01 | 89.2945964390 |
| 1992-01-01 | 89.8525626888 |
| 1992-02-01 | 89.3878990538 |
| 1992-03-01 | 88.7885439130 |
| 1992-04-01 | 89.0323950728 |
| 1992-05-01 | 89.1159983817 |
| 1992-06-01 | 89.5693480679 |
| 1992-07-01 | 89.1851047518 |
| 1992-08-01 | 88.6682987056 |
| 1992-09-01 | 89.9517303440 |
| 1992-10-01 | 90.1197412049 |
| 1992-11-01 | 89.7568932590 |
| 1992-12-01 | 89.2438742289 |
| 1993-01-01 | 92.7749888491 |
| 1993-02-01 | 90.7699823649 |
| 1993-03-01 | 91.5850480176 |
| 1993-04-01 | 87.5036049195 |
| 1993-05-01 | 87.5652393984 |
| 1993-06-01 | 87.1669155578 |
| 1993-07-01 | 88.0785548906 |
| 1993-08-01 | 88.6176888575 |
| 1993-09-01 | 88.1226204427 |
| 1993-10-01 | 87.1996435820 |
| 1993-11-01 | 88.6320542034 |
| 1993-12-01 | 88.8527375163 |
| 1994-01-01 | 88.2000699642 |
| 1994-02-01 | 88.3028460844 |
| 1994-03-01 | 88.4644240313 |
| 1994-04-01 | 89.2364471845 |
| 1994-05-01 | 89.6966010915 |
| 1994-06-01 | 90.1456023214 |
| 1994-07-01 | 87.6005150308 |
| 1994-08-01 | 87.4776897948 |
| 1994-09-01 | 90.9954479832 |
| 1994-10-01 | 90.2758309077 |
| 1994-11-01 | 89.8857939661 |
| 1994-12-01 | 90.4168209750 |
| 1995-01-01 | 91.0175835483 |
| 1995-02-01 | 90.6525570202 |
| 1995-03-01 | 90.3672270359 |
| 1995-04-01 | 90.3439490119 |
| 1995-05-01 | 89.9887418597 |
| 1995-06-01 | 90.5476961723 |
| 1995-07-01 | 90.9690818454 |
| 1995-08-01 | 90.0537149127 |
| 1995-09-01 | 93.1413370847 |
| 1995-10-01 | 94.6832856149 |
| 1995-11-01 | 93.7699949584 |
| 1995-12-01 | 93.9930047873 |
| 1996-01-01 | 93.6831535113 |
| 1996-02-01 | 93.9636818538 |
| 1996-03-01 | 94.1728992159 |
| 1996-04-01 | 94.1489903641 |
| 1996-05-01 | 94.4323033960 |
| 1996-06-01 | 93.9280873405 |
| 1996-07-01 | 93.7840968085 |
| 1996-08-01 | 93.3648870535 |
| 1996-09-01 | 93.2834497204 |
| 1996-10-01 | 93.5446428669 |
| 1996-11-01 | 93.7188292204 |
| 1996-12-01 | 93.7321117854 |
| 1997-01-01 | 95.7009545365 |
| 1997-02-01 | 94.9600690742 |
| 1997-03-01 | 94.7497082870 |
| 1997-04-01 | 94.9397055921 |
| 1997-05-01 | 95.0912054692 |
| 1997-06-01 | 94.7945684806 |
| 1997-07-01 | 95.1394138122 |
| 1997-08-01 | 95.1609769660 |
| 1997-09-01 | 94.7697604261 |
| 1997-10-01 | 94.4494914411 |
| 1997-11-01 | 94.4424757938 |
| 1997-12-01 | 94.8728822608 |
| 1998-01-01 | 95.4694239430 |
| 1998-02-01 | 95.1052841264 |
| 1998-03-01 | 95.8630181312 |
| 1998-04-01 | 94.7977582163 |
| 1998-05-01 | 96.1877107467 |
| 1998-06-01 | 97.3981096530 |
| 1998-07-01 | 96.7297381448 |
| 1998-08-01 | 96.3032505457 |
| 1998-09-01 | 96.4453458740 |
| 1998-10-01 | 96.0731301092 |
| 1998-11-01 | 96.2346692217 |
| 1998-12-01 | 95.8254750322 |
| 1999-01-01 | 95.4251149787 |
| 1999-02-01 | 96.3921765217 |
| 1999-03-01 | 97.0413111634 |
| 1999-04-01 | 95.7541852273 |
| 1999-05-01 | 96.0174383280 |
| 1999-06-01 | 96.9631037977 |
| 1999-07-01 | 96.4086028330 |
| 1999-08-01 | 97.0528270575 |
| 1999-09-01 | 97.7173153973 |
| 1999-10-01 | 98.4368778146 |
| 1999-11-01 | 98.9796357191 |
| 1999-12-01 | 98.9969619977 |
| 2000-01-01 | 98.7240866055 |
| 2000-02-01 | 97.6397663580 |
| 2000-03-01 | 97.4042913497 |
| 2000-04-01 | 98.7077116941 |
| 2000-05-01 | 98.4773546333 |
| 2000-06-01 | 98.3447474559 |
| 2000-07-01 | 98.5585493591 |
| 2000-08-01 | 99.2242671746 |
| 2000-09-01 | 99.1790893838 |
| 2000-10-01 | 99.7654875670 |
| 2000-11-01 | 99.8746649140 |
| 2000-12-01 | 100.1635612918 |
| 2001-01-01 | 100.3415440799 |
| 2001-02-01 | 100.8870769776 |
| 2001-03-01 | 99.6150007938 |
| 2001-04-01 | 101.0276731476 |
| 2001-05-01 | 101.3854184323 |
| 2001-06-01 | 101.4409761307 |
| 2001-07-01 | 103.4273855616 |
| 2001-08-01 | 103.5712729402 |
| 2001-09-01 | 101.9494931957 |
| 2001-10-01 | 102.0822888029 |
| 2001-11-01 | 101.9586415278 |
| 2001-12-01 | 102.1595759056 |
| 2002-01-01 | 102.9442370142 |
| 2002-02-01 | 102.8157539395 |
| 2002-03-01 | 103.0207002809 |
| 2002-04-01 | 103.4096071021 |
| 2002-05-01 | 103.8028833459 |
| 2002-06-01 | 104.3140760041 |
| 2002-07-01 | 104.5675558411 |
| 2002-08-01 | 104.6672191506 |
| 2002-09-01 | 104.4994058028 |
| 2002-10-01 | 103.8708221609 |
| 2002-11-01 | 104.2942480657 |
| 2002-12-01 | 104.3052144649 |
| 2003-01-01 | 103.8935207282 |
| 2003-02-01 | 103.4850947986 |
| 2003-03-01 | 104.1478972890 |
| 2003-04-01 | 104.2151260358 |
| 2003-05-01 | 104.1316034621 |
| 2003-06-01 | 103.9200670000 |
| 2003-07-01 | 103.8054734457 |
| 2003-08-01 | 104.3017900781 |
| 2003-09-01 | 106.2211051903 |
| 2003-10-01 | 105.0858641651 |
| 2003-11-01 | 104.8664778186 |
| 2003-12-01 | 105.2579999401 |
| 2004-01-01 | 105.3033677557 |
| 2004-02-01 | 105.1265747609 |
| 2004-03-01 | 104.9568489098 |
| 2004-04-01 | 104.7251223744 |
| 2004-05-01 | 104.5528719596 |
| 2004-06-01 | 104.8077268739 |
| 2004-07-01 | 104.6674258287 |
| 2004-08-01 | 103.3831998625 |
| 2004-09-01 | 103.2158684174 |
| 2004-10-01 | 103.5433875415 |
| 2004-11-01 | 103.5487161761 |
| 2004-12-01 | 103.3574659366 |
| 2005-01-01 | 102.7571117129 |
| 2005-02-01 | 103.3511689077 |
| 2005-03-01 | 103.2946161875 |
| 2005-04-01 | 103.9819631145 |
| 2005-05-01 | 103.7841438164 |
| 2005-06-01 | 103.1269871929 |
| 2005-07-01 | 103.1424408638 |
| 2005-08-01 | 103.8345044637 |
| 2005-09-01 | 104.1098056859 |
| 2005-10-01 | 105.1354631517 |
| 2005-11-01 | 105.6124340136 |
| 2005-12-01 | 105.6176015645 |
| 2006-01-01 | 106.0605060258 |
| 2006-02-01 | 106.8610881709 |
| 2006-03-01 | 107.3182437215 |
| 2006-04-01 | 106.0293560761 |
| 2006-05-01 | 106.6030790873 |
| 2006-06-01 | 108.6824436307 |
| 2006-07-01 | 107.5613150023 |
| 2006-08-01 | 107.9150456497 |
| 2006-09-01 | 109.3041793194 |
| 2006-10-01 | 107.2395191050 |
| 2006-11-01 | 107.2901708324 |
| 2006-12-01 | 107.6087613104 |
| 2007-01-01 | 108.7296418231 |
| 2007-02-01 | 108.1506644489 |
| 2007-03-01 | 108.2215919775 |
| 2007-04-01 | 108.8227971269 |
| 2007-05-01 | 109.8374665014 |
| 2007-06-01 | 109.3090932230 |
| 2007-07-01 | 109.5362906926 |
| 2007-08-01 | 109.3635643196 |
| 2007-09-01 | 109.3264765364 |
| 2007-10-01 | 109.3611429456 |
| 2007-11-01 | 109.6487578553 |
| 2007-12-01 | 110.0244099164 |
| 2008-01-01 | 109.5240120037 |
| 2008-02-01 | 110.0963854995 |
| 2008-03-01 | 110.2719446875 |
| 2008-04-01 | 110.4475631275 |
| 2008-05-01 | 109.6780920878 |
| 2008-06-01 | 110.2206934439 |
| 2008-07-01 | 109.9105181527 |
| 2008-08-01 | 110.0532422193 |
| 2008-09-01 | 108.6156673245 |
| 2008-10-01 | 110.0360200451 |
| 2008-11-01 | 109.9903304423 |
| 2008-12-01 | 109.9101517459 |
| 2009-01-01 | 110.2231430884 |
| 2009-02-01 | 109.1797659826 |
| 2009-03-01 | 109.1822328291 |
| 2009-04-01 | 108.8813391584 |
| 2009-05-01 | 108.3790749077 |
| 2009-06-01 | 109.0629151534 |
| 2009-07-01 | 109.8845012167 |
| 2009-08-01 | 111.7446243331 |
| 2009-09-01 | 110.4075326039 |
| 2009-10-01 | 109.7870881747 |
| 2009-11-01 | 109.8814917682 |
| 2009-12-01 | 110.1956267038 |
| 2010-01-01 | 112.8311380694 |
| 2010-02-01 | 111.1130629422 |
| 2010-03-01 | 111.0073248045 |
| 2010-04-01 | 107.5073393266 |
| 2010-05-01 | 107.2903285182 |
| 2010-06-01 | 105.3968301323 |
| 2010-07-01 | 105.7057234492 |
| 2010-08-01 | 106.2360585579 |
| 2010-09-01 | 106.9601379875 |
| 2010-10-01 | 107.2403353209 |
| 2010-11-01 | 107.4712780789 |
| 2010-12-01 | 107.7183824463 |
| 2011-01-01 | 110.3438842476 |
| 2011-02-01 | 107.8142185851 |
| 2011-03-01 | 107.9189535995 |
| 2011-04-01 | 107.4487618796 |
| 2011-05-01 | 107.1979007375 |
| 2011-06-01 | 105.9299875073 |
| 2011-07-01 | 107.2146813193 |
| 2011-08-01 | 107.4958893971 |
| 2011-09-01 | 107.5971907682 |
| 2011-10-01 | 107.7880947599 |
| 2011-11-01 | 108.1452591758 |
| 2011-12-01 | 108.1566239204 |
| 2012-01-01 | 110.7774686828 |
| 2012-02-01 | 108.3311261624 |
| 2012-03-01 | 108.7828507789 |
| 2012-04-01 | 105.2380698219 |
| 2012-05-01 | 105.4735839646 |
| 2012-06-01 | 105.2969133776 |
| 2012-07-01 | 105.5301731883 |
| 2012-08-01 | 105.8781861352 |
| 2012-09-01 | 106.1182750243 |
| 2012-10-01 | 106.4440489954 |
| 2012-11-01 | 106.4483658062 |
| 2012-12-01 | 107.2212298053 |
| 2013-01-01 | 111.8845733247 |
| 2013-02-01 | 107.6944955048 |
| 2013-03-01 | 107.6746874280 |
| 2013-04-01 | 108.2741914281 |
| 2013-05-01 | 108.8959957901 |
| 2013-06-01 | 109.7682861819 |
| 2013-07-01 | 106.3902750851 |
| 2013-08-01 | 106.1850760787 |
| 2013-09-01 | 103.7891368809 |
| 2013-10-01 | 105.3519384533 |
| 2013-11-01 | 105.2574131112 |
| 2013-12-01 | 104.6663970237 |
| 2014-01-01 | 103.9389933014 |
| 2014-02-01 | 105.4798337271 |
| 2014-03-01 | 105.3993792636 |
| 2014-04-01 | 105.6640339311 |
| 2014-05-01 | 105.7384307443 |
| 2014-06-01 | 105.3589464908 |
| 2014-07-01 | 105.2880908868 |
| 2014-08-01 | 105.1797881483 |
| 2014-09-01 | 103.2280197025 |
| 2014-10-01 | 105.4949746955 |
| 2014-11-01 | 106.0420404403 |
| 2014-12-01 | 106.1862083863 |
| 2015-01-01 | 104.5425547702 |
| 2015-02-01 | 106.3999790480 |
| 2015-03-01 | 106.9947799794 |
| 2015-04-01 | 107.6044500845 |
| 2015-05-01 | 107.4028154933 |
| 2015-06-01 | 107.9825858495 |
| 2015-07-01 | 106.6002616077 |
| 2015-08-01 | 106.5426570506 |
| 2015-09-01 | 105.0345418478 |
| 2015-10-01 | 107.0359376830 |
| 2015-11-01 | 107.1026202835 |
| 2015-12-01 | 107.5223495997 |
| 2016-01-01 | 106.5635132952 |
| 2016-02-01 | 107.5066390901 |
| 2016-03-01 | 107.4826036555 |
| 2016-04-01 | 106.8118263134 |
| 2016-05-01 | 107.2547122807 |
| 2016-06-01 | 106.5498654815 |
| 2016-07-01 | 107.0232358502 |
| 2016-08-01 | 107.0439400606 |
| 2016-09-01 | 107.3941880193 |
| 2016-10-01 | 107.1765995270 |
| 2016-11-01 | 107.3426586257 |
| 2016-12-01 | 107.4336283068 |
| 2017-01-01 | 107.4947641415 |
| 2017-02-01 | 107.5978359080 |
| 2017-03-01 | 107.4244857056 |
| 2017-04-01 | 108.0949156353 |
| 2017-05-01 | 108.6666812184 |
| 2017-06-01 | 108.5688325230 |
| 2017-07-01 | 109.6752227383 |
| 2017-08-01 | 109.1302626120 |
| 2017-09-01 | 109.0273902044 |
| 2017-10-01 | 108.8555923310 |
| 2017-11-01 | 108.6905695910 |
| 2017-12-01 | 108.8069137787 |
| 2018-01-01 | 107.3537697540 |
| 2018-02-01 | 107.3781080796 |
| 2018-03-01 | 108.0022316258 |
| 2018-04-01 | 111.2212098087 |
| 2018-05-01 | 110.7997326035 |
| 2018-06-01 | 108.8836818883 |
| 2018-07-01 | 107.4059565547 |
| 2018-08-01 | 106.0284405740 |
| 2018-09-01 | 107.9489808290 |
| 2018-10-01 | 108.6468808265 |
| 2018-11-01 | 108.4158722027 |
| 2018-12-01 | 109.2380935817 |
| 2019-01-01 | 114.2209419455 |
| 2019-02-01 | 116.9847712225 |
| 2019-03-01 | 117.1969626934 |
| 2019-04-01 | 119.7175947797 |
| 2019-05-01 | 115.9784257622 |
| 2019-06-01 | 116.1898232735 |
| 2019-07-01 | 115.5171899579 |
| 2019-08-01 | 113.4380616423 |
| 2019-09-01 | 117.4699142003 |
| 2019-10-01 | 117.8945630682 |
| 2019-11-01 | 118.3829135500 |
| 2019-12-01 | 118.4526394403 |
| 2020-01-01 | 118.7643901059 |
| 2020-02-01 | 119.6827026789 |
| 2020-03-01 | 118.1847947818 |
| 2020-04-01 | 109.5454980543 |
| 2020-05-01 | 109.0182031587 |
| 2020-06-01 | 114.0019257264 |
| 2020-07-01 | 114.4654681078 |
| 2020-08-01 | 115.1092913001 |
| 2020-09-01 | 114.7490839006 |
| 2020-10-01 | 111.4743022599 |
| 2020-11-01 | 111.5330479413 |
| 2020-12-01 | 110.8737190669 |
| 2021-01-01 | 116.1930934042 |
| 2021-02-01 | 111.4743092832 |
| 2021-03-01 | 113.9234642791 |
| 2021-04-01 | 113.5841873846 |
| 2021-05-01 | 114.3078276924 |
| 2021-06-01 | 118.5111928759 |
| 2021-07-01 | 117.9409865074 |
| 2021-08-01 | 117.4047587585 |
| 2021-09-01 | 115.8720210955 |
| 2021-10-01 | 117.3317337886 |
| 2021-11-01 | 117.8042175379 |
| 2021-12-01 | 117.4653278374 |
| 2022-01-01 | 122.0014382652 |
| 2022-02-01 | 118.7559193108 |
| 2022-03-01 | 119.4589746034 |
| 2022-04-01 | 117.6464410207 |
| 2022-05-01 | 116.6666452097 |
| 2022-06-01 | 119.2696372069 |
| 2022-07-01 | 120.7090649987 |
| 2022-08-01 | 120.5579786082 |
| 2022-09-01 | 121.6410462518 |
| 2022-10-01 | 120.4731348819 |
| 2022-11-01 | 120.5407999907 |
| 2022-12-01 | 120.3841527142 |
| 2023-01-01 | 121.9487369835 |
| 2023-02-01 | 121.4937759067 |
| 2023-03-01 | 121.6185773152 |
| 2023-04-01 | 122.0065914998 |
| 2023-05-01 | 123.3026919727 |
| 2023-06-01 | 122.5868507119 |
| 2023-07-01 | 123.9711655622 |
| 2023-08-01 | 124.6074422393 |
| 2023-09-01 | 126.5751171864 |
| 2023-10-01 | 125.3372565922 |
| 2023-11-01 | 124.8873544772 |
| 2023-12-01 | 126.0203676281 |
| 2024-01-01 | 125.9300980452 |
| 2024-02-01 | 126.7773685385 |
| 2024-03-01 | 127.0918389001 |
| 2024-04-01 | 127.7141568391 |
| 2024-05-01 | 127.2253512030 |
| 2024-06-01 | 128.3410683157 |
| 2024-07-01 | 128.3629629028 |
| 2024-08-01 | 128.4778391265 |
| 2024-09-01 | 128.4215516636 |
| 2024-10-01 | 128.1151702165 |
| 2024-11-01 | 128.6821074432 |
| 2024-12-01 | 129.3866366374 |
| 2025-01-01 | 128.7046938626 |
| 2025-02-01 | 128.1632840014 |
| 2025-03-01 | 128.4022956010 |
| 2025-04-01 | 129.1242281738 |
| 2025-05-01 | 128.1372379774 |
| 2025-06-01 | 128.3106654432 |
| 2025-07-01 | 127.9448343804 |
| 2025-08-01 | 127.7793402208 |
| 2025-09-01 | 128.5635656704 |
| 2025-10-01 | 129.1886937526 |
| 2025-11-01 | 129.3556249354 |
| 2025-12-01 | 129.0939594521 |
| 2026-01-01 | 130.2043610319 |
| 2026-02-01 | 129.8982501600 |
| 2026-03-01 | 130.0622194959 |
| 2026-04-01 | 130.0089759845 |
| 2026-05-01 | 127.9243179267 |
| 2026-06-01 | 132.5662534195 |
| 2026-07-01 | 132.8521805218 |
| 2026-08-01 | 133.1407348901 |
| 2026-09-01 | 132.6231385283 |