Federal Reserve Economic Data

Table Data - All Employees: Education and Health Services: Private Education and Health Services in Harrisburg-Carlisle, PA (MSA)

Title All Employees: Education and Health Services: Private Education and Health Services in Harrisburg-Carlisle, PA (MSA)
Series ID HARR442EDUH
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 2024-07-01
Last Updated 2024-08-17 6:44 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 31.670126957913297
1990-02-01 31.660045048834500
1990-03-01 31.702477558970603
1990-04-01 31.608954751576700
1990-05-01 31.626000098584300
1990-06-01 31.800532585824800
1990-07-01 31.773805455323200
1990-08-01 32.123065474174000
1990-09-01 32.165412018116996
1990-10-01 32.086880158504000
1990-11-01 32.221855045878100
1990-12-01 32.452912674193400
1991-01-01 31.773590318021697
1991-02-01 32.155876803679700
1991-03-01 32.189212742632400
1991-04-01 32.294597057221600
1991-05-01 32.404897289374000
1991-06-01 32.514705638056700
1991-07-01 32.812227158387100
1991-08-01 33.045882172850400
1991-09-01 32.768956345672100
1991-10-01 32.980969012252900
1991-11-01 33.111221427413800
1991-12-01 33.356238087841300
1992-01-01 33.818078492047400
1992-02-01 33.730805932903600
1992-03-01 33.856830900271300
1992-04-01 33.963161730463600
1992-05-01 33.961708672857400
1992-06-01 34.154088472475900
1992-07-01 34.368707828035100
1992-08-01 34.290360105486000
1992-09-01 34.571074067053600
1992-10-01 34.770319212659800
1992-11-01 34.706668810951000
1992-12-01 34.742480505164400
1993-01-01 34.536748821843900
1993-02-01 34.581491851843200
1993-03-01 34.505313935550800
1993-04-01 34.731602548226900
1993-05-01 34.918143882177800
1993-06-01 34.992684780206800
1993-07-01 34.926546746923100
1993-08-01 35.036057608666894
1993-09-01 35.494619136183000
1993-10-01 34.883077415959896
1993-11-01 34.726890723383800
1993-12-01 35.029720918977600
1994-01-01 35.263689826536606
1994-02-01 35.101542256851396
1994-03-01 35.347340608938204
1994-04-01 35.309125776407100
1994-05-01 35.283783760799400
1994-06-01 35.229891060371400
1994-07-01 35.185522903256400
1994-08-01 34.960326601984600
1994-09-01 35.526488660002606
1994-10-01 35.798092325929700
1994-11-01 35.918685019443500
1994-12-01 35.795692262446400
1995-01-01 35.990998695158700
1995-02-01 36.114060761260900
1995-03-01 36.181166499742105
1995-04-01 36.287899711919710
1995-05-01 36.477045928801600
1995-06-01 36.490504496601700
1995-07-01 36.562237443115100
1995-08-01 36.617505728266800
1995-09-01 37.047816374439900
1995-10-01 36.498138104499500
1995-11-01 36.394099013005000
1995-12-01 36.854063935518600
1996-01-01 36.418362824643005
1996-02-01 36.936688943341900
1996-03-01 37.044918559645100
1996-04-01 37.078390248552104
1996-05-01 37.184422817891296
1996-06-01 36.740992422954000
1996-07-01 37.188175569209704
1996-08-01 37.344340054899796
1996-09-01 37.255038391126000
1996-10-01 37.503655204230000
1996-11-01 37.553326603201100
1996-12-01 37.700944093815900
1997-01-01 37.974497963955000
1997-02-01 38.294323720184700
1997-03-01 38.422873184599300
1997-04-01 37.871923425886800
1997-05-01 37.795349474353706
1997-06-01 38.012716854665900
1997-07-01 38.087839708127700
1997-08-01 38.265780729100000
1997-09-01 38.445943549077500
1997-10-01 38.584395304082605
1997-11-01 38.814610676555700
1997-12-01 38.746322959576396
1998-01-01 38.718092836700100
1998-02-01 38.794491608876290
1998-03-01 38.755816152146295
1998-04-01 38.877747992310700
1998-05-01 38.681994397579395
1998-06-01 38.958748966972706
1998-07-01 38.970253744460200
1998-08-01 38.752343727100296
1998-09-01 38.813498440026200
1998-10-01 38.992322293983200
1998-11-01 39.106491668213200
1998-12-01 38.906573633437400
1999-01-01 38.439622969255500
1999-02-01 38.944090835644600
1999-03-01 39.000513999313895
1999-04-01 39.200814853012500
1999-05-01 39.256003766362000
1999-06-01 39.153746004764000
1999-07-01 39.314476113736895
1999-08-01 39.430221323753000
1999-09-01 39.588954759894800
1999-10-01 39.384290004442704
1999-11-01 39.713215009805600
1999-12-01 39.781479194158294
2000-01-01 40.308863498102400
2000-02-01 40.108817057734400
2000-03-01 40.440114406046000
2000-04-01 40.525671765208600
2000-05-01 40.714124643812500
2000-06-01 40.647032668467105
2000-07-01 40.656634178081700
2000-08-01 41.201879662737700
2000-09-01 41.343937176730900
2000-10-01 41.588020471024706
2000-11-01 41.533358410081796
2000-12-01 41.860070002853796
2001-01-01 41.647781822243000
2001-02-01 42.184942512143100
2001-03-01 41.964677990930300
2001-04-01 42.156260500227106
2001-05-01 42.273843237773704
2001-06-01 42.202105519974204
2001-07-01 42.076812665631600
2001-08-01 42.137656897514500
2001-09-01 42.244360624769200
2001-10-01 42.212292691548600
2001-11-01 42.310837150001504
2001-12-01 42.498653852422294
2002-01-01 42.341231395526200
2002-02-01 42.545037472418400
2002-03-01 42.584937381042500
2002-04-01 42.590342913526200
2002-05-01 42.854220183736200
2002-06-01 43.019296559650790
2002-07-01 43.090144927230300
2002-08-01 43.058010934539300
2002-09-01 43.158790873224710
2002-10-01 43.458666738895800
2002-11-01 43.494319667049600
2002-12-01 43.369096860628396
2003-01-01 43.322602252223994
2003-02-01 43.178025666596696
2003-03-01 43.379966394931294
2003-04-01 43.307267321411900
2003-05-01 43.043557568730900
2003-06-01 43.112470793905100
2003-07-01 43.510376122088790
2003-08-01 43.278497612854096
2003-09-01 42.420972170178600
2003-10-01 42.125942258860604
2003-11-01 42.208453782407496
2003-12-01 42.179491240593000
2004-01-01 42.346900675271900
2004-02-01 42.181954752780210
2004-03-01 42.275874383677600
2004-04-01 42.395012878534600
2004-05-01 42.138145280525800
2004-06-01 42.730415450458295
2004-07-01 43.356296567327900
2004-08-01 43.122310529399300
2004-09-01 42.570634353682790
2004-10-01 42.683255639820900
2004-11-01 42.685322371348000
2004-12-01 42.973946887149400
2005-01-01 43.199698014084400
2005-02-01 43.358883470582400
2005-03-01 43.353283954366400
2005-04-01 43.345911520854100
2005-05-01 43.096754238275600
2005-06-01 43.702184909980600
2005-07-01 44.245243223509900
2005-08-01 44.117958482959700
2005-09-01 44.035307546601600
2005-10-01 44.002257047894496
2005-11-01 44.043042549784495
2005-12-01 44.038464065177790
2006-01-01 44.157405817437200
2006-02-01 44.305936463075200
2006-03-01 44.545204888865605
2006-04-01 44.472264384924790
2006-05-01 44.546131393908700
2006-06-01 44.615587367503394
2006-07-01 44.453989813189900
2006-08-01 44.763262932117000
2006-09-01 44.691377702557496
2006-10-01 44.703023776469095
2006-11-01 44.862058141384710
2006-12-01 45.066035840637504
2007-01-01 45.116161259334795
2007-02-01 45.257536627661710
2007-03-01 45.253740170708895
2007-04-01 45.300218936006500
2007-05-01 45.603028919476100
2007-06-01 45.458240502442100
2007-07-01 45.188478910007500
2007-08-01 45.443991793552290
2007-09-01 45.638741515273500
2007-10-01 45.772166000517100
2007-11-01 45.834837936796106
2007-12-01 45.754318892952796
2008-01-01 45.981211474726600
2008-02-01 46.021301573152506
2008-03-01 46.071747663255700
2008-04-01 46.338070842290705
2008-05-01 46.488810057360200
2008-06-01 46.522723434041900
2008-07-01 46.839984128735890
2008-08-01 46.858310910688296
2008-09-01 46.842632241229710
2008-10-01 47.128643698428300
2008-11-01 47.071272249212210
2008-12-01 47.215171040624800
2009-01-01 47.355680432637800
2009-02-01 47.510792266364405
2009-03-01 47.581308694707495
2009-04-01 47.804207932644790
2009-05-01 48.183670507338500
2009-06-01 47.793754154430700
2009-07-01 47.884692243148790
2009-08-01 47.758909250073200
2009-09-01 47.821650770934300
2009-10-01 47.874099209240600
2009-11-01 48.006759659737604
2009-12-01 48.169003928095900
2010-01-01 48.239201255788004
2010-02-01 48.109256622446900
2010-03-01 48.079950554593900
2010-04-01 48.416029880277800
2010-05-01 48.609789391451100
2010-06-01 47.948280388366800
2010-07-01 48.522266369397110
2010-08-01 48.845091310700596
2010-09-01 48.572618243550500
2010-10-01 49.013732723706400
2010-11-01 49.238473117529600
2010-12-01 49.236550129322600
2011-01-01 49.225335473527400
2011-02-01 49.421906564569305
2011-03-01 49.346342396935206
2011-04-01 49.548790796957290
2011-05-01 49.639657682342790
2011-06-01 49.826210670645710
2011-07-01 49.674958355016610
2011-08-01 49.792169148574104
2011-09-01 49.911087129386000
2011-10-01 49.857595581594200
2011-11-01 49.980858266834296
2011-12-01 50.124083008627610
2012-01-01 50.017647518049790
2012-02-01 50.028611585335600
2012-03-01 50.311458284371604
2012-04-01 50.190956014782710
2012-05-01 50.285967718362900
2012-06-01 50.369389661433900
2012-07-01 50.420160759586400
2012-08-01 50.312571727035290
2012-09-01 50.551901952675800
2012-10-01 50.606648243728400
2012-11-01 50.533923989098604
2012-12-01 50.625884264630700
2013-01-01 50.705760032900400
2013-02-01 51.237169505761900
2013-03-01 51.081152606986294
2013-04-01 51.113868109990904
2013-05-01 51.343564184272005
2013-06-01 51.319644053453395
2013-07-01 51.649149664755110
2013-08-01 51.739769718772400
2013-09-01 51.903441816893900
2013-10-01 52.144933921961496
2013-11-01 52.182027774069900
2013-12-01 52.123473800116390
2014-01-01 52.423795813201195
2014-02-01 52.326837401518496
2014-03-01 52.668993235810400
2014-04-01 52.507594593951500
2014-05-01 52.717188922517900
2014-06-01 52.558307856957505
2014-07-01 52.761844330673400
2014-08-01 53.059960660447295
2014-09-01 53.069971714842700
2014-10-01 53.097741053791890
2014-11-01 53.245162978123890
2014-12-01 53.311173404914400
2015-01-01 53.534035224495700
2015-02-01 53.817703230780104
2015-03-01 53.689618149816000
2015-04-01 53.782268720746790
2015-05-01 53.596233893725600
2015-06-01 54.084301141702500
2015-07-01 54.080091088152706
2015-08-01 54.266959958110600
2015-09-01 53.941808131028300
2015-10-01 54.355128040870400
2015-11-01 54.507703786152500
2015-12-01 54.683010210881390
2016-01-01 54.767226078495206
2016-02-01 54.898716339542894
2016-03-01 55.034271301995204
2016-04-01 55.163220564401904
2016-05-01 55.069611612079110
2016-06-01 55.077402487128104
2016-07-01 55.401414004068606
2016-08-01 55.246067237966300
2016-09-01 55.510953984427900
2016-10-01 55.617492003092790
2016-11-01 55.777883111184100
2016-12-01 55.751894916942100
2017-01-01 55.692234070625105
2017-02-01 55.897243635361605
2017-03-01 55.895112994807604
2017-04-01 56.070173394560200
2017-05-01 56.029741527806610
2017-06-01 56.469152163220500
2017-07-01 56.612113516324800
2017-08-01 56.709064378592300
2017-09-01 56.975416787335300
2017-10-01 57.174563508901606
2017-11-01 57.246281987937294
2017-12-01 57.541102270095394
2018-01-01 57.325558034821100
2018-02-01 57.903819567599000
2018-03-01 58.144560626771200
2018-04-01 58.494371460724494
2018-05-01 58.574157165307895
2018-06-01 58.555314349817200
2018-07-01 58.419331614743900
2018-08-01 58.440644985913494
2018-09-01 58.650081071344296
2018-10-01 58.744806421225604
2018-11-01 58.818828847892110
2018-12-01 59.181214045879500
2019-01-01 59.120949849671000
2019-02-01 59.534136560058606
2019-03-01 59.697006468554400
2019-04-01 59.736848028079500
2019-05-01 60.278569155501000
2019-06-01 59.918441052811794
2019-07-01 60.235791596007700
2019-08-01 60.452762073163210
2019-09-01 60.526022757191600
2019-10-01 60.746533656837904
2019-11-01 60.901197179209795
2019-12-01 61.047881995181996
2020-01-01 61.498759139581600
2020-02-01 61.268316939200105
2020-03-01 61.216826049481110
2020-04-01 54.612619146580200
2020-05-01 56.569898705373106
2020-06-01 57.614727830205600
2020-07-01 58.092832441561896
2020-08-01 58.728353341964600
2020-09-01 59.056531151151106
2020-10-01 59.522554707998400
2020-11-01 59.643797055736400
2020-12-01 58.943830859220200
2021-01-01 59.907945924720790
2021-02-01 60.092618115062400
2021-03-01 60.520831741809700
2021-04-01 60.609103355826800
2021-05-01 60.645413018971990
2021-06-01 60.886938752574300
2021-07-01 61.030068028289800
2021-08-01 61.087821189805900
2021-09-01 60.676855758824500
2021-10-01 61.268806116593500
2021-11-01 61.654215787947905
2021-12-01 61.702928754945205
2022-01-01 62.484967773366100
2022-02-01 62.481936624099900
2022-03-01 62.777517148463000
2022-04-01 63.300932288560600
2022-05-01 63.831300492180100
2022-06-01 63.949036348872006
2022-07-01 64.273830167300700
2022-08-01 64.699107402931600
2022-09-01 65.095743575373000
2022-10-01 65.188383332900700
2022-11-01 65.547256725342900
2022-12-01 66.042240035962500
2023-01-01 66.585963614744200
2023-02-01 66.641038696062410
2023-03-01 67.026354242746200
2023-04-01 67.268358665907200
2023-05-01 67.603134882897990
2023-06-01 68.035729437265200
2023-07-01 68.354543631297800
2023-08-01 68.541787488865000
2023-09-01 68.708842754670800
2023-10-01 69.097859055059300
2023-11-01 69.345432041941990
2023-12-01 69.749721537776890
2024-01-01 69.594687084459500
2024-02-01 70.396162880269300
2024-03-01 70.571812143563100
2024-04-01 70.639180654721300
2024-05-01 70.785439317893290
2024-06-01 71.037172910677600
2024-07-01 70.907963342115900

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