Table Data - All Employees: Education and Health Services: Private Educational Services in Pittsburgh, PA (MSA)
| Title | All Employees: Education and Health Services: Private Educational Services in Pittsburgh, PA (MSA) |
|---|---|
| Series ID | SMU42383006561000001SA |
| 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 11:32 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 | 37.6255031994 |
| 1990-02-01 | 36.4987269895 |
| 1990-03-01 | 36.2850402586 |
| 1990-04-01 | 35.9970825194 |
| 1990-05-01 | 36.0054054477 |
| 1990-06-01 | 36.1994059903 |
| 1990-07-01 | 35.7863660889 |
| 1990-08-01 | 34.3010453979 |
| 1990-09-01 | 34.3933270686 |
| 1990-10-01 | 36.4921736497 |
| 1990-11-01 | 36.6686403577 |
| 1990-12-01 | 36.7978726599 |
| 1991-01-01 | 36.6538110438 |
| 1991-02-01 | 36.5892351129 |
| 1991-03-01 | 36.8782164595 |
| 1991-04-01 | 36.9617470186 |
| 1991-05-01 | 36.9656395532 |
| 1991-06-01 | 36.5006790877 |
| 1991-07-01 | 36.4610653808 |
| 1991-08-01 | 35.6053444287 |
| 1991-09-01 | 36.8685264172 |
| 1991-10-01 | 36.7406061724 |
| 1991-11-01 | 36.6495818155 |
| 1991-12-01 | 36.5598740501 |
| 1992-01-01 | 37.4813191817 |
| 1992-02-01 | 36.7440446264 |
| 1992-03-01 | 36.6269444037 |
| 1992-04-01 | 36.9161815649 |
| 1992-05-01 | 36.8790040761 |
| 1992-06-01 | 36.9514341415 |
| 1992-07-01 | 37.0521545904 |
| 1992-08-01 | 35.6456377301 |
| 1992-09-01 | 37.0895013974 |
| 1992-10-01 | 37.3252367448 |
| 1992-11-01 | 37.5097663823 |
| 1992-12-01 | 37.5528202166 |
| 1993-01-01 | 38.1824041741 |
| 1993-02-01 | 37.7613207604 |
| 1993-03-01 | 37.7547309559 |
| 1993-04-01 | 37.5877670590 |
| 1993-05-01 | 37.7525776112 |
| 1993-06-01 | 37.8140232679 |
| 1993-07-01 | 38.3035249057 |
| 1993-08-01 | 37.7605961807 |
| 1993-09-01 | 37.7454737703 |
| 1993-10-01 | 38.0012039856 |
| 1993-11-01 | 38.1127658923 |
| 1993-12-01 | 38.4352301785 |
| 1994-01-01 | 39.0550408837 |
| 1994-02-01 | 39.2014317961 |
| 1994-03-01 | 39.5525201416 |
| 1994-04-01 | 39.8574273139 |
| 1994-05-01 | 39.8887680170 |
| 1994-06-01 | 40.1888545385 |
| 1994-07-01 | 40.2008367101 |
| 1994-08-01 | 40.6372341683 |
| 1994-09-01 | 40.5442478682 |
| 1994-10-01 | 40.1081895138 |
| 1994-11-01 | 40.2078719564 |
| 1994-12-01 | 40.2999384333 |
| 1995-01-01 | 40.2718824526 |
| 1995-02-01 | 40.6284272927 |
| 1995-03-01 | 40.7063736716 |
| 1995-04-01 | 40.7015495664 |
| 1995-05-01 | 40.9438724829 |
| 1995-06-01 | 41.0821597340 |
| 1995-07-01 | 41.1794456433 |
| 1995-08-01 | 41.3798452443 |
| 1995-09-01 | 41.3105768872 |
| 1995-10-01 | 41.3711293464 |
| 1995-11-01 | 41.4058993306 |
| 1995-12-01 | 41.6008543667 |
| 1996-01-01 | 41.6006614781 |
| 1996-02-01 | 41.5462247717 |
| 1996-03-01 | 41.6497301508 |
| 1996-04-01 | 41.7484412256 |
| 1996-05-01 | 41.6903999524 |
| 1996-06-01 | 41.7594445855 |
| 1996-07-01 | 41.6771700240 |
| 1996-08-01 | 41.7821442616 |
| 1996-09-01 | 42.1688164803 |
| 1996-10-01 | 42.3535839348 |
| 1996-11-01 | 42.3940728577 |
| 1996-12-01 | 42.3260155410 |
| 1997-01-01 | 42.0320001079 |
| 1997-02-01 | 42.2502563939 |
| 1997-03-01 | 42.3905972209 |
| 1997-04-01 | 42.3030552750 |
| 1997-05-01 | 42.3102939457 |
| 1997-06-01 | 42.1539341794 |
| 1997-07-01 | 43.6112239867 |
| 1997-08-01 | 43.5649199928 |
| 1997-09-01 | 43.5977906368 |
| 1997-10-01 | 43.7042653876 |
| 1997-11-01 | 43.8585793820 |
| 1997-12-01 | 44.1679304352 |
| 1998-01-01 | 43.7746434819 |
| 1998-02-01 | 44.0848467230 |
| 1998-03-01 | 44.0447672645 |
| 1998-04-01 | 44.4135267126 |
| 1998-05-01 | 44.5292411833 |
| 1998-06-01 | 44.3355427623 |
| 1998-07-01 | 44.6564179895 |
| 1998-08-01 | 44.5406928008 |
| 1998-09-01 | 44.6010450445 |
| 1998-10-01 | 44.5259042931 |
| 1998-11-01 | 44.5951513482 |
| 1998-12-01 | 45.1730273507 |
| 1999-01-01 | 43.6981922234 |
| 1999-02-01 | 44.3604630654 |
| 1999-03-01 | 44.6022749891 |
| 1999-04-01 | 44.7689957619 |
| 1999-05-01 | 44.8061987714 |
| 1999-06-01 | 45.0236570209 |
| 1999-07-01 | 44.4150831498 |
| 1999-08-01 | 45.2577601533 |
| 1999-09-01 | 44.8808469749 |
| 1999-10-01 | 45.5005087320 |
| 1999-11-01 | 45.6649089326 |
| 1999-12-01 | 45.3391412157 |
| 2000-01-01 | 45.7101953037 |
| 2000-02-01 | 46.1992545631 |
| 2000-03-01 | 46.0792549500 |
| 2000-04-01 | 46.4210015425 |
| 2000-05-01 | 46.6731605848 |
| 2000-06-01 | 46.7903656278 |
| 2000-07-01 | 47.2735972466 |
| 2000-08-01 | 46.8194607432 |
| 2000-09-01 | 47.2960596702 |
| 2000-10-01 | 47.6940885668 |
| 2000-11-01 | 48.2188142970 |
| 2000-12-01 | 48.7130820024 |
| 2001-01-01 | 46.4457208832 |
| 2001-02-01 | 46.1464059009 |
| 2001-03-01 | 46.3822202928 |
| 2001-04-01 | 46.3742652738 |
| 2001-05-01 | 44.8268899353 |
| 2001-06-01 | 46.2202587352 |
| 2001-07-01 | 48.0071773271 |
| 2001-08-01 | 46.7162009294 |
| 2001-09-01 | 46.7517557640 |
| 2001-10-01 | 45.0801782829 |
| 2001-11-01 | 45.7508882907 |
| 2001-12-01 | 45.8215544257 |
| 2002-01-01 | 47.6329180275 |
| 2002-02-01 | 46.5993037026 |
| 2002-03-01 | 47.0547580047 |
| 2002-04-01 | 46.6991983054 |
| 2002-05-01 | 46.8882662122 |
| 2002-06-01 | 46.7429914260 |
| 2002-07-01 | 46.8139829342 |
| 2002-08-01 | 47.2983784402 |
| 2002-09-01 | 47.8862749119 |
| 2002-10-01 | 47.5718243336 |
| 2002-11-01 | 47.9920168131 |
| 2002-12-01 | 44.2054119393 |
| 2003-01-01 | 50.7580848687 |
| 2003-02-01 | 49.6555042558 |
| 2003-03-01 | 49.5075353097 |
| 2003-04-01 | 49.0319633077 |
| 2003-05-01 | 49.2236716452 |
| 2003-06-01 | 49.4965653870 |
| 2003-07-01 | 49.0893967112 |
| 2003-08-01 | 49.0791841447 |
| 2003-09-01 | 48.4108913313 |
| 2003-10-01 | 49.6135304732 |
| 2003-11-01 | 49.7549851496 |
| 2003-12-01 | 49.4518539465 |
| 2004-01-01 | 49.4751041186 |
| 2004-02-01 | 49.0570989919 |
| 2004-03-01 | 49.1813240903 |
| 2004-04-01 | 49.6293550204 |
| 2004-05-01 | 49.5236117052 |
| 2004-06-01 | 49.8479278939 |
| 2004-07-01 | 49.9333645718 |
| 2004-08-01 | 49.3448215534 |
| 2004-09-01 | 49.2214929912 |
| 2004-10-01 | 49.4575954246 |
| 2004-11-01 | 49.6358337780 |
| 2004-12-01 | 49.5852640352 |
| 2005-01-01 | 50.4624444153 |
| 2005-02-01 | 49.8899771624 |
| 2005-03-01 | 50.1466775194 |
| 2005-04-01 | 50.4200467327 |
| 2005-05-01 | 50.4714723424 |
| 2005-06-01 | 51.2260611203 |
| 2005-07-01 | 51.9674011169 |
| 2005-08-01 | 52.3062769019 |
| 2005-09-01 | 50.9532837391 |
| 2005-10-01 | 50.6049980672 |
| 2005-11-01 | 50.4567185142 |
| 2005-12-01 | 50.7523530491 |
| 2006-01-01 | 49.0272653307 |
| 2006-02-01 | 50.2681936285 |
| 2006-03-01 | 49.8680978725 |
| 2006-04-01 | 49.8034614469 |
| 2006-05-01 | 49.8300383981 |
| 2006-06-01 | 49.1888465811 |
| 2006-07-01 | 49.4821323150 |
| 2006-08-01 | 49.6042727002 |
| 2006-09-01 | 49.6109512603 |
| 2006-10-01 | 49.5154483439 |
| 2006-11-01 | 49.4919014349 |
| 2006-12-01 | 49.2792934745 |
| 2007-01-01 | 47.7161163863 |
| 2007-02-01 | 49.5091909709 |
| 2007-03-01 | 49.9416297671 |
| 2007-04-01 | 49.9917977176 |
| 2007-05-01 | 50.1549407603 |
| 2007-06-01 | 50.4305339095 |
| 2007-07-01 | 50.4033751343 |
| 2007-08-01 | 50.3802674256 |
| 2007-09-01 | 50.5904472279 |
| 2007-10-01 | 51.5166294312 |
| 2007-11-01 | 50.7452216198 |
| 2007-12-01 | 50.6752322241 |
| 2008-01-01 | 49.2829522612 |
| 2008-02-01 | 50.8744518956 |
| 2008-03-01 | 50.8689262860 |
| 2008-04-01 | 51.2548396665 |
| 2008-05-01 | 51.4424288927 |
| 2008-06-01 | 51.0576464294 |
| 2008-07-01 | 50.9090026508 |
| 2008-08-01 | 51.7526326752 |
| 2008-09-01 | 52.2266641216 |
| 2008-10-01 | 52.6062411478 |
| 2008-11-01 | 52.6275392670 |
| 2008-12-01 | 52.8051641572 |
| 2009-01-01 | 52.2427961761 |
| 2009-02-01 | 52.4208256764 |
| 2009-03-01 | 52.6354102984 |
| 2009-04-01 | 52.8516502981 |
| 2009-05-01 | 53.0049934573 |
| 2009-06-01 | 53.2197054175 |
| 2009-07-01 | 53.7151495670 |
| 2009-08-01 | 53.6132105345 |
| 2009-09-01 | 53.5600082881 |
| 2009-10-01 | 53.5682359825 |
| 2009-11-01 | 53.7802733069 |
| 2009-12-01 | 54.0993564520 |
| 2010-01-01 | 54.6605770078 |
| 2010-02-01 | 54.3253304106 |
| 2010-03-01 | 54.1927987684 |
| 2010-04-01 | 54.2893542523 |
| 2010-05-01 | 54.8107120323 |
| 2010-06-01 | 56.4540031882 |
| 2010-07-01 | 55.4723214328 |
| 2010-08-01 | 55.3633370908 |
| 2010-09-01 | 54.8905790478 |
| 2010-10-01 | 55.1139788426 |
| 2010-11-01 | 53.8906848559 |
| 2010-12-01 | 54.7660075543 |
| 2011-01-01 | 55.3329846993 |
| 2011-02-01 | 55.0296619272 |
| 2011-03-01 | 55.0588208923 |
| 2011-04-01 | 54.7412737330 |
| 2011-05-01 | 55.7325591729 |
| 2011-06-01 | 57.7527073322 |
| 2011-07-01 | 55.6483427637 |
| 2011-08-01 | 56.4455899094 |
| 2011-09-01 | 55.8136908261 |
| 2011-10-01 | 55.3582906110 |
| 2011-11-01 | 55.1816512600 |
| 2011-12-01 | 55.6123735305 |
| 2012-01-01 | 54.7363404771 |
| 2012-02-01 | 55.3171169397 |
| 2012-03-01 | 55.9765704072 |
| 2012-04-01 | 55.1320430646 |
| 2012-05-01 | 54.9135917920 |
| 2012-06-01 | 53.4924270578 |
| 2012-07-01 | 53.1882050392 |
| 2012-08-01 | 52.8357164327 |
| 2012-09-01 | 52.9779000814 |
| 2012-10-01 | 53.3559964936 |
| 2012-11-01 | 53.3650538442 |
| 2012-12-01 | 53.0536089238 |
| 2013-01-01 | 52.6166513425 |
| 2013-02-01 | 53.3550234979 |
| 2013-03-01 | 53.0098078378 |
| 2013-04-01 | 53.0409137406 |
| 2013-05-01 | 52.4451349683 |
| 2013-06-01 | 52.7596912764 |
| 2013-07-01 | 52.6286407836 |
| 2013-08-01 | 52.1739749248 |
| 2013-09-01 | 52.6879322031 |
| 2013-10-01 | 52.8961480434 |
| 2013-11-01 | 53.1185994164 |
| 2013-12-01 | 52.9732285282 |
| 2014-01-01 | 52.9349172246 |
| 2014-02-01 | 52.5286759826 |
| 2014-03-01 | 52.5331312225 |
| 2014-04-01 | 52.4529359745 |
| 2014-05-01 | 52.7106644976 |
| 2014-06-01 | 52.8845647726 |
| 2014-07-01 | 52.7772255855 |
| 2014-08-01 | 51.9686267178 |
| 2014-09-01 | 52.5476252854 |
| 2014-10-01 | 52.5242646523 |
| 2014-11-01 | 52.6553003643 |
| 2014-12-01 | 52.6086864208 |
| 2015-01-01 | 52.2883294959 |
| 2015-02-01 | 51.5086741251 |
| 2015-03-01 | 51.5002768445 |
| 2015-04-01 | 51.7462497651 |
| 2015-05-01 | 51.4060011550 |
| 2015-06-01 | 51.2076875838 |
| 2015-07-01 | 51.3395598534 |
| 2015-08-01 | 51.6347490567 |
| 2015-09-01 | 51.7827788741 |
| 2015-10-01 | 51.5793508124 |
| 2015-11-01 | 51.3681927579 |
| 2015-12-01 | 50.7268942216 |
| 2016-01-01 | 51.8398707313 |
| 2016-02-01 | 52.0984316808 |
| 2016-03-01 | 51.8807087286 |
| 2016-04-01 | 52.1504535958 |
| 2016-05-01 | 52.0498858321 |
| 2016-06-01 | 51.3744037132 |
| 2016-07-01 | 51.3474150805 |
| 2016-08-01 | 51.6783299941 |
| 2016-09-01 | 52.1641900953 |
| 2016-10-01 | 52.0898137204 |
| 2016-11-01 | 52.3351200291 |
| 2016-12-01 | 52.0033681086 |
| 2017-01-01 | 52.2168724301 |
| 2017-02-01 | 52.2815306301 |
| 2017-03-01 | 52.4516284629 |
| 2017-04-01 | 52.2713882373 |
| 2017-05-01 | 52.9128100138 |
| 2017-06-01 | 51.9050453498 |
| 2017-07-01 | 52.3169031234 |
| 2017-08-01 | 51.7187263802 |
| 2017-09-01 | 52.8179014295 |
| 2017-10-01 | 52.9912359386 |
| 2017-11-01 | 53.0464008811 |
| 2017-12-01 | 53.7917614930 |
| 2018-01-01 | 53.1264656594 |
| 2018-02-01 | 53.5149569191 |
| 2018-03-01 | 53.6372463715 |
| 2018-04-01 | 53.3868038360 |
| 2018-05-01 | 53.5664599619 |
| 2018-06-01 | 53.2915772455 |
| 2018-07-01 | 53.4070722036 |
| 2018-08-01 | 53.7079974686 |
| 2018-09-01 | 53.3938235587 |
| 2018-10-01 | 54.0056164034 |
| 2018-11-01 | 53.8785614840 |
| 2018-12-01 | 53.7918848613 |
| 2019-01-01 | 53.8008951868 |
| 2019-02-01 | 53.6089331394 |
| 2019-03-01 | 53.5160664078 |
| 2019-04-01 | 53.4638075965 |
| 2019-05-01 | 52.8120288039 |
| 2019-06-01 | 52.5003878533 |
| 2019-07-01 | 52.5413721989 |
| 2019-08-01 | 52.8789102955 |
| 2019-09-01 | 53.0172213670 |
| 2019-10-01 | 53.0541914175 |
| 2019-11-01 | 53.1812676953 |
| 2019-12-01 | 53.2961143954 |
| 2020-01-01 | 51.6547325981 |
| 2020-02-01 | 52.5742814687 |
| 2020-03-01 | 52.4677047054 |
| 2020-04-01 | 45.0402727340 |
| 2020-05-01 | 45.1510907883 |
| 2020-06-01 | 48.5861916732 |
| 2020-07-01 | 48.6154839042 |
| 2020-08-01 | 49.8662948761 |
| 2020-09-01 | 47.9474157201 |
| 2020-10-01 | 47.4047759109 |
| 2020-11-01 | 46.2464568223 |
| 2020-12-01 | 43.7409986252 |
| 2021-01-01 | 43.5425518895 |
| 2021-02-01 | 44.6093020542 |
| 2021-03-01 | 46.9765860127 |
| 2021-04-01 | 47.0651461007 |
| 2021-05-01 | 47.9688655426 |
| 2021-06-01 | 48.4325768144 |
| 2021-07-01 | 47.9672955476 |
| 2021-08-01 | 48.1194973235 |
| 2021-09-01 | 47.3347281286 |
| 2021-10-01 | 48.1462847837 |
| 2021-11-01 | 48.3666048292 |
| 2021-12-01 | 48.2784727277 |
| 2022-01-01 | 49.0934834352 |
| 2022-02-01 | 49.1602534763 |
| 2022-03-01 | 49.5136925046 |
| 2022-04-01 | 49.8021988510 |
| 2022-05-01 | 50.0907057226 |
| 2022-06-01 | 49.8757349128 |
| 2022-07-01 | 49.9917317969 |
| 2022-08-01 | 49.9347501159 |
| 2022-09-01 | 50.8898135192 |
| 2022-10-01 | 51.2335558766 |
| 2022-11-01 | 51.4528637212 |
| 2022-12-01 | 51.5724160421 |
| 2023-01-01 | 52.0406413888 |
| 2023-02-01 | 51.5934558814 |
| 2023-03-01 | 51.7668513632 |
| 2023-04-01 | 51.7676960020 |
| 2023-05-01 | 52.1420951139 |
| 2023-06-01 | 52.4120271374 |
| 2023-07-01 | 52.0755114120 |
| 2023-08-01 | 52.4189638497 |
| 2023-09-01 | 52.5437127021 |
| 2023-10-01 | 52.9042703726 |
| 2023-11-01 | 53.0257802391 |
| 2023-12-01 | 53.3806188933 |
| 2024-01-01 | 53.2975300288 |
| 2024-02-01 | 53.8469757235 |
| 2024-03-01 | 53.8360765190 |
| 2024-04-01 | 54.2211757460 |
| 2024-05-01 | 53.7196314399 |
| 2024-06-01 | 53.9859048639 |
| 2024-07-01 | 54.4789028818 |
| 2024-08-01 | 53.7815693937 |
| 2024-09-01 | 55.4062841567 |
| 2024-10-01 | 55.1728361261 |
| 2024-11-01 | 55.3505930429 |
| 2024-12-01 | 55.4782573323 |
| 2025-01-01 | 55.4346967400 |
| 2025-02-01 | 56.3673455555 |
| 2025-03-01 | 55.8693405143 |
| 2025-04-01 | 55.4794053964 |
| 2025-05-01 | 54.5403203151 |
| 2025-06-01 | 54.7074749438 |
| 2025-07-01 | 53.1286957145 |
| 2025-08-01 | 55.6473165726 |
| 2025-09-01 | 55.9012065660 |
| 2025-10-01 | 55.8868198390 |
| 2025-11-01 | 56.0409883964 |
| 2025-12-01 | 56.2426682739 |
| 2026-01-01 | 56.4820628445 |
| 2026-02-01 | 56.2204279814 |
| 2026-03-01 | 56.6454624983 |
| 2026-04-01 | 55.8377240826 |
| 2026-05-01 | 57.4865955330 |
| 2026-06-01 | 58.1302395968 |
| 2026-07-01 | 58.5435247794 |
| 2026-08-01 | 58.7308952674 |