Federal Reserve Economic Data

Table Data - All Employees: Education and Health Services: Private Educational Services in Philadelphia City, PA

Title All Employees: Education and Health Services: Private Educational Services in Philadelphia City, PA
Series ID SMU42979616561000001SA
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 2024-10-01
Last Updated 2024-11-20 6:25 AM CST
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."

Philadelphia City, PA constitutes a significant percentage of the state's total statewide employment. This series is calculated in addition to the Philadelphia-Camden-Wilmington, PA-NJ-DE-MD (MSA)'s statistics because of it's importance to the state. For more details on non-standard area definitions, visit the additional resources of the Current Employment Statistics.
DATE VALUE
1990-01-01 46.762394334263110
1990-02-01 46.558881563883000
1990-03-01 46.746504281346900
1990-04-01 47.544179071021700
1990-05-01 47.405770750414604
1990-06-01 47.413117972475796
1990-07-01 48.262218876534100
1990-08-01 48.663078086350700
1990-09-01 49.523091023392105
1990-10-01 48.609570437120700
1990-11-01 48.456676621619300
1990-12-01 47.781455263980504
1991-01-01 47.305176034039200
1991-02-01 48.141896265183790
1991-03-01 48.182647334473295
1991-04-01 48.108164601848200
1991-05-01 48.499879405374790
1991-06-01 47.926530626818106
1991-07-01 46.801910971858300
1991-08-01 46.637346794770500
1991-09-01 48.360547406145800
1991-10-01 49.680244921821900
1991-11-01 50.492952592769390
1991-12-01 49.693125119535296
1992-01-01 49.833391060960906
1992-02-01 49.586960955568400
1992-03-01 49.569440302502900
1992-04-01 49.157439402218294
1992-05-01 49.385033932123700
1992-06-01 49.401876351485996
1992-07-01 49.303807314848300
1992-08-01 49.185268245440700
1992-09-01 49.245918334251900
1992-10-01 49.280892768074800
1992-11-01 49.442968663275700
1992-12-01 49.465167121746000
1993-01-01 49.794691505773500
1993-02-01 49.455580174812695
1993-03-01 49.596963646696500
1993-04-01 50.005756793187295
1993-05-01 50.262935284163106
1993-06-01 50.325090439486600
1993-07-01 50.938920551178704
1993-08-01 50.958273269218594
1993-09-01 51.014872879667600
1993-10-01 51.353964748972100
1993-11-01 51.311409968058000
1993-12-01 51.595004135535500
1994-01-01 52.050000501504900
1994-02-01 52.418477059733500
1994-03-01 52.655211767554100
1994-04-01 52.694905323976606
1994-05-01 52.758770999033600
1994-06-01 53.186999300072700
1994-07-01 52.331245667107000
1994-08-01 52.521732086041900
1994-09-01 52.453575121447600
1994-10-01 52.542944095418900
1994-11-01 52.472749679166604
1994-12-01 52.196154089734705
1995-01-01 52.777948296462604
1995-02-01 53.501347257931900
1995-03-01 53.564053481908296
1995-04-01 53.265343686435610
1995-05-01 53.256072211263294
1995-06-01 53.656307808614100
1995-07-01 54.429749631352200
1995-08-01 54.856467590537500
1995-09-01 49.334186983217400
1995-10-01 53.474735355983600
1995-11-01 53.665584936025300
1995-12-01 53.787070126500396
1996-01-01 52.296929004529890
1996-02-01 53.512617107437000
1996-03-01 53.858406743647500
1996-04-01 53.787649832385400
1996-05-01 54.057589632171200
1996-06-01 53.569378471913396
1996-07-01 53.084281688550500
1996-08-01 53.186972413743500
1996-09-01 53.658369184063610
1996-10-01 53.676029662805400
1996-11-01 53.565150019523200
1996-12-01 53.753923776428394
1997-01-01 52.953618551949205
1997-02-01 53.394095926111300
1997-03-01 52.780714791526900
1997-04-01 53.357814844149196
1997-05-01 52.904855193168004
1997-06-01 52.789180695889800
1997-07-01 51.915334951105390
1997-08-01 52.540074361612604
1997-09-01 53.657516510881100
1997-10-01 55.252638830098110
1997-11-01 55.418129014586604
1997-12-01 55.681526569214300
1998-01-01 56.140807688569600
1998-02-01 55.736397511088704
1998-03-01 56.002303843364295
1998-04-01 56.589281650486500
1998-05-01 56.001995496131600
1998-06-01 56.226856953554794
1998-07-01 55.812064122788290
1998-08-01 56.122702439928300
1998-09-01 56.536151819088104
1998-10-01 57.103196824526800
1998-11-01 57.156869613986800
1998-12-01 57.308246733047300
1999-01-01 56.774956012764900
1999-02-01 56.780943441387905
1999-03-01 57.078208494004900
1999-04-01 57.671365021264400
1999-05-01 59.724186329559200
1999-06-01 59.066357316971290
1999-07-01 59.606912560419104
1999-08-01 59.414919463050790
1999-09-01 58.753730520668200
1999-10-01 57.356229512128294
1999-11-01 57.771179207088900
1999-12-01 58.258117039337100
2000-01-01 59.618570225888500
2000-02-01 58.345713852380506
2000-03-01 58.935466228502210
2000-04-01 58.606653111851600
2000-05-01 59.228102883807790
2000-06-01 59.189566865623206
2000-07-01 59.211763427831200
2000-08-01 59.230682256809900
2000-09-01 58.486492588317300
2000-10-01 56.756754400093800
2000-11-01 56.278150899752596
2000-12-01 58.208548100402005
2001-01-01 60.092368743070600
2001-02-01 59.636312032943295
2001-03-01 59.678895182654900
2001-04-01 58.811164757818204
2001-05-01 58.888339068511800
2001-06-01 59.835558357852200
2001-07-01 59.485727141052800
2001-08-01 59.606721151365100
2001-09-01 59.743273109028300
2001-10-01 59.598759878836900
2001-11-01 60.050646809522400
2001-12-01 59.821775117638290
2002-01-01 60.435926607272390
2002-02-01 59.800183450070000
2002-03-01 59.911804183540710
2002-04-01 59.721594752650600
2002-05-01 60.001208480882994
2002-06-01 60.799898443378105
2002-07-01 61.853116472916206
2002-08-01 62.211424993314500
2002-09-01 62.262686945101390
2002-10-01 61.885547371891200
2002-11-01 62.214615094276500
2002-12-01 61.763987680908100
2003-01-01 62.122230061639996
2003-02-01 62.410154882854900
2003-03-01 63.048648600435800
2003-04-01 63.576166907956000
2003-05-01 63.693127554754200
2003-06-01 65.251335606313600
2003-07-01 63.507123861246000
2003-08-01 64.119109529971400
2003-09-01 63.865840056974790
2003-10-01 63.809218196283800
2003-11-01 63.932628474747200
2003-12-01 63.806433744920900
2004-01-01 58.859456051221510
2004-02-01 60.478677317547210
2004-03-01 61.412491676272710
2004-04-01 61.492066057222200
2004-05-01 60.415525605865795
2004-06-01 60.579792938722500
2004-07-01 60.376193734017704
2004-08-01 59.860440696764900
2004-09-01 60.554279267670005
2004-10-01 60.681133682334100
2004-11-01 60.108161535231000
2004-12-01 61.493551495816300
2005-01-01 60.767594370981290
2005-02-01 60.909028159302800
2005-03-01 60.483702236785300
2005-04-01 61.766639642022895
2005-05-01 60.979526318405000
2005-06-01 60.041883267388500
2005-07-01 60.318365436356790
2005-08-01 58.964085960710605
2005-09-01 60.908881401870005
2005-10-01 61.484326936996005
2005-11-01 61.894317508287706
2005-12-01 61.934866155001900
2006-01-01 60.949665928469000
2006-02-01 61.260983445667500
2006-03-01 60.879979908104104
2006-04-01 61.174368678754700
2006-05-01 61.319987285734900
2006-06-01 61.515930693957800
2006-07-01 60.886374996669000
2006-08-01 59.943713852898400
2006-09-01 61.911115554261600
2006-10-01 61.665684424755895
2006-11-01 61.985142114467000
2006-12-01 61.273410361714795
2007-01-01 61.786614220289600
2007-02-01 61.228485429112610
2007-03-01 63.211756325963110
2007-04-01 61.587681889596794
2007-05-01 62.277537879814794
2007-06-01 62.176688581004110
2007-07-01 62.975192803819400
2007-08-01 62.616627498518895
2007-09-01 62.773307428540790
2007-10-01 63.149820634515000
2007-11-01 62.798504703838500
2007-12-01 62.858923088927100
2008-01-01 62.350647609242200
2008-02-01 63.693385350948894
2008-03-01 63.535234819254896
2008-04-01 64.011867134388100
2008-05-01 63.830933809202390
2008-06-01 63.482770404891400
2008-07-01 63.658135308684390
2008-08-01 63.783346240235500
2008-09-01 63.722649621910400
2008-10-01 63.768032575587900
2008-11-01 63.980034666905900
2008-12-01 64.302503575376900
2009-01-01 65.004227057676200
2009-02-01 64.754990982402400
2009-03-01 64.087607023200200
2009-04-01 63.597495119350995
2009-05-01 63.492318356968500
2009-06-01 63.447900812489800
2009-07-01 64.722131713336890
2009-08-01 64.587843211690800
2009-09-01 63.180700171991100
2009-10-01 63.956102859232700
2009-11-01 64.038612735189700
2009-12-01 64.046519225968200
2010-01-01 64.190796481095900
2010-02-01 63.538851671457300
2010-03-01 63.327105252737500
2010-04-01 63.957339929633896
2010-05-01 63.933168744078600
2010-06-01 64.739278571305600
2010-07-01 65.301603973281200
2010-08-01 65.125927919315500
2010-09-01 63.580092445999100
2010-10-01 65.577322276906900
2010-11-01 65.553206803197600
2010-12-01 65.541262527335300
2011-01-01 63.906896652795105
2011-02-01 65.801687163821300
2011-03-01 66.455450015793100
2011-04-01 65.886032230065610
2011-05-01 67.086554697436300
2011-06-01 66.995451808179800
2011-07-01 66.377252595712290
2011-08-01 66.612887106622600
2011-09-01 66.413415566953600
2011-10-01 66.102500584141600
2011-11-01 66.305024746964900
2011-12-01 66.951974819481210
2012-01-01 66.289762348669200
2012-02-01 65.921333273909100
2012-03-01 68.105498013260000
2012-04-01 66.484630409335400
2012-05-01 66.427187408456700
2012-06-01 65.892926077884910
2012-07-01 65.661718361009500
2012-08-01 65.604407640449890
2012-09-01 66.065155809808600
2012-10-01 66.574694926472600
2012-11-01 65.777977868181200
2012-12-01 65.650641141385100
2013-01-01 66.073922701241500
2013-02-01 66.157543267454500
2013-03-01 67.968128446398710
2013-04-01 66.380973757309100
2013-05-01 65.559043317217900
2013-06-01 65.954664329369900
2013-07-01 66.172843314000800
2013-08-01 65.909478000649700
2013-09-01 67.154526889376800
2013-10-01 66.690431518286200
2013-11-01 67.183580107377900
2013-12-01 66.663800853182300
2014-01-01 66.550345158233100
2014-02-01 66.371398175406500
2014-03-01 66.364524717488900
2014-04-01 67.649761211912200
2014-05-01 67.072172718013290
2014-06-01 67.621506037308400
2014-07-01 68.032452780050490
2014-08-01 68.484208631162500
2014-09-01 68.310055743777200
2014-10-01 68.252780496752400
2014-11-01 68.809716942416600
2014-12-01 68.432696468514400
2015-01-01 69.846639069569800
2015-02-01 68.987453440652290
2015-03-01 69.112732898297790
2015-04-01 69.068329963322300
2015-05-01 68.823850769722610
2015-06-01 69.214536297073410
2015-07-01 69.165733740752900
2015-08-01 68.946158162974200
2015-09-01 68.408131418485610
2015-10-01 68.948068943625600
2015-11-01 69.041685366880000
2015-12-01 68.885720083736900
2016-01-01 70.562687252929700
2016-02-01 69.836059844850300
2016-03-01 69.858420925661110
2016-04-01 70.446293490153790
2016-05-01 70.672384572865600
2016-06-01 71.139011745392200
2016-07-01 71.770321308208510
2016-08-01 71.906606368734800
2016-09-01 72.213914584639500
2016-10-01 71.984185061694700
2016-11-01 71.721124760837300
2016-12-01 72.073258371768090
2017-01-01 71.418759149695500
2017-02-01 71.606327118914300
2017-03-01 71.596609654546400
2017-04-01 71.076484506045400
2017-05-01 71.402620129795600
2017-06-01 69.300952758583790
2017-07-01 71.295488298952100
2017-08-01 70.401142236659800
2017-09-01 71.306438033246100
2017-10-01 71.236077594691100
2017-11-01 71.900351029945800
2017-12-01 72.535733821306600
2018-01-01 72.822067151104100
2018-02-01 72.439232987866790
2018-03-01 72.327199737550500
2018-04-01 72.203011886003100
2018-05-01 72.443629682197200
2018-06-01 71.757971835077710
2018-07-01 71.978686951882100
2018-08-01 72.359115893253400
2018-09-01 73.041671810515500
2018-10-01 73.117891752355400
2018-11-01 72.331158336023210
2018-12-01 71.405042626416800
2019-01-01 73.039214786527910
2019-02-01 71.973091972873490
2019-03-01 72.764527011663200
2019-04-01 72.686795986327910
2019-05-01 72.239334141625900
2019-06-01 71.592161226482200
2019-07-01 69.807059806228600
2019-08-01 70.130999793152400
2019-09-01 72.179193601732300
2019-10-01 72.200597421681300
2019-11-01 72.335049732030300
2019-12-01 72.333547294869920
2020-01-01 72.729652546285700
2020-02-01 72.968848436485500
2020-03-01 72.001590498395600
2020-04-01 67.440644075304700
2020-05-01 66.947879910009290
2020-06-01 67.829866612284600
2020-07-01 67.331418860930200
2020-08-01 66.757208729116900
2020-09-01 65.264535369606890
2020-10-01 64.628768496187200
2020-11-01 65.676873559373500
2020-12-01 62.915650714420300
2021-01-01 65.783532238371000
2021-02-01 62.382489952222800
2021-03-01 67.374340497071500
2021-04-01 67.065242676201600
2021-05-01 69.221054898197300
2021-06-01 69.005624575353610
2021-07-01 68.604584110168290
2021-08-01 69.536324174825800
2021-09-01 68.861893685333800
2021-10-01 69.975645804949000
2021-11-01 70.115866330173400
2021-12-01 70.455006663591790
2022-01-01 69.943899183585200
2022-02-01 70.709445297946700
2022-03-01 70.652065307333910
2022-04-01 71.804340167774000
2022-05-01 72.156800479457700
2022-06-01 71.549587985008100
2022-07-01 71.923123323297090
2022-08-01 73.252383646782090
2022-09-01 73.714857784360700
2022-10-01 73.287909743706300
2022-11-01 73.195747465864100
2022-12-01 73.529647520960600
2023-01-01 74.060708808055600
2023-02-01 73.429953193799900
2023-03-01 75.004033127017000
2023-04-01 73.427530487120700
2023-05-01 73.627337631687300
2023-06-01 73.480768611458600
2023-07-01 74.030613850933290
2023-08-01 74.698304440657500
2023-09-01 75.119158863544410
2023-10-01 75.672776370650500
2023-11-01 75.967532696831100
2023-12-01 75.815073812294700
2024-01-01 75.033272460878200
2024-02-01 75.126670886637600
2024-03-01 75.639492964175800
2024-04-01 75.105807673473100
2024-05-01 74.773713823327700
2024-06-01 75.671012826577600
2024-07-01 76.445731102309600
2024-08-01 74.543078686256510
2024-09-01 74.692477323928800
2024-10-01 73.856268518574300

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