Table Data - All Employees: Education and Health Services: Private Education and Health Services in Reading, PA (MSA)
| Title | All Employees: Education and Health Services: Private Education and Health Services in Reading, PA (MSA) |
|---|---|
| Series ID | READ742EDUH |
| 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 2024-09-01 |
| Last Updated | 2024-10-23 4:39 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 | 14.421638768192900 |
| 1990-02-01 | 14.353380175635400 |
| 1990-03-01 | 14.487404054767199 |
| 1990-04-01 | 14.569279177026901 |
| 1990-05-01 | 14.547360509575400 |
| 1990-06-01 | 14.560034118333002 |
| 1990-07-01 | 14.672652956879801 |
| 1990-08-01 | 14.626535410573599 |
| 1990-09-01 | 14.688686659600599 |
| 1990-10-01 | 14.658094543215599 |
| 1990-11-01 | 14.651281470640200 |
| 1990-12-01 | 14.754586917423198 |
| 1991-01-01 | 14.835396993381600 |
| 1991-02-01 | 14.951956955055001 |
| 1991-03-01 | 15.082475010078198 |
| 1991-04-01 | 14.967519670212901 |
| 1991-05-01 | 14.940943028011999 |
| 1991-06-01 | 14.957186018304300 |
| 1991-07-01 | 15.091464719771800 |
| 1991-08-01 | 15.144500687876198 |
| 1991-09-01 | 15.184885560688000 |
| 1991-10-01 | 15.245759661306698 |
| 1991-11-01 | 15.231827614408100 |
| 1991-12-01 | 15.342622406578600 |
| 1992-01-01 | 15.363193072940800 |
| 1992-02-01 | 15.346184373855500 |
| 1992-03-01 | 15.380858131808100 |
| 1992-04-01 | 15.370186092552302 |
| 1992-05-01 | 15.527857215569401 |
| 1992-06-01 | 16.058851097685800 |
| 1992-07-01 | 15.621121438829501 |
| 1992-08-01 | 15.665165987369402 |
| 1992-09-01 | 15.575518763620400 |
| 1992-10-01 | 15.636275064047899 |
| 1992-11-01 | 15.700521983830800 |
| 1992-12-01 | 15.630453833620699 |
| 1993-01-01 | 15.800341898940900 |
| 1993-02-01 | 15.848172678466000 |
| 1993-03-01 | 15.780967900660400 |
| 1993-04-01 | 15.874716406965000 |
| 1993-05-01 | 15.811168527430400 |
| 1993-06-01 | 15.940162320324700 |
| 1993-07-01 | 15.747268874936500 |
| 1993-08-01 | 15.772254581363200 |
| 1993-09-01 | 15.662685340209201 |
| 1993-10-01 | 15.931001086828001 |
| 1993-11-01 | 15.974074064178800 |
| 1993-12-01 | 16.015720540890300 |
| 1994-01-01 | 15.832255074935501 |
| 1994-02-01 | 15.852378120415500 |
| 1994-03-01 | 15.991906333259198 |
| 1994-04-01 | 15.974713216768802 |
| 1994-05-01 | 16.094591960691200 |
| 1994-06-01 | 16.128868883257400 |
| 1994-07-01 | 15.969893457698800 |
| 1994-08-01 | 16.188506683899300 |
| 1994-09-01 | 16.252976497483000 |
| 1994-10-01 | 16.224236853875700 |
| 1994-11-01 | 16.252766976605600 |
| 1994-12-01 | 16.296118282301900 |
| 1995-01-01 | 16.361985256239400 |
| 1995-02-01 | 16.471020332127700 |
| 1995-03-01 | 16.495733031059900 |
| 1995-04-01 | 16.476251825211800 |
| 1995-05-01 | 16.480801316060100 |
| 1995-06-01 | 16.421430385759198 |
| 1995-07-01 | 16.583782197785300 |
| 1995-08-01 | 16.589774423894000 |
| 1995-09-01 | 16.745381318350600 |
| 1995-10-01 | 16.718125793201498 |
| 1995-11-01 | 16.843545042521402 |
| 1995-12-01 | 16.775643174000002 |
| 1996-01-01 | 16.582197101795500 |
| 1996-02-01 | 16.891362426965300 |
| 1996-03-01 | 16.902771690594097 |
| 1996-04-01 | 17.179242980837600 |
| 1996-05-01 | 17.073832073131403 |
| 1996-06-01 | 17.219238823107300 |
| 1996-07-01 | 17.073884349635502 |
| 1996-08-01 | 17.181231733610000 |
| 1996-09-01 | 17.033102261073000 |
| 1996-10-01 | 17.321305826523500 |
| 1996-11-01 | 17.349508420275498 |
| 1996-12-01 | 17.552755537531600 |
| 1997-01-01 | 17.500471720752700 |
| 1997-02-01 | 17.524905747787002 |
| 1997-03-01 | 17.507084072018200 |
| 1997-04-01 | 17.696867243904800 |
| 1997-05-01 | 17.779814258936398 |
| 1997-06-01 | 17.694715345678002 |
| 1997-07-01 | 17.856335515544103 |
| 1997-08-01 | 17.845493573623500 |
| 1997-09-01 | 17.920094123501500 |
| 1997-10-01 | 18.135994952611398 |
| 1997-11-01 | 18.170769100055900 |
| 1997-12-01 | 18.238380218581604 |
| 1998-01-01 | 18.411835835430900 |
| 1998-02-01 | 18.662798176913000 |
| 1998-03-01 | 18.611381698992100 |
| 1998-04-01 | 18.416492763471500 |
| 1998-05-01 | 18.395058334371600 |
| 1998-06-01 | 18.259230872007500 |
| 1998-07-01 | 18.318427840672200 |
| 1998-08-01 | 18.287526084531898 |
| 1998-09-01 | 18.204256627185500 |
| 1998-10-01 | 18.278163780142698 |
| 1998-11-01 | 18.216961912532600 |
| 1998-12-01 | 18.144416817944300 |
| 1999-01-01 | 18.001147145949897 |
| 1999-02-01 | 18.092046698135300 |
| 1999-03-01 | 18.012037996760200 |
| 1999-04-01 | 18.448853568680100 |
| 1999-05-01 | 18.319872950020798 |
| 1999-06-01 | 18.417576348049398 |
| 1999-07-01 | 18.367926970108300 |
| 1999-08-01 | 18.409154823831102 |
| 1999-09-01 | 18.591797304855604 |
| 1999-10-01 | 18.533969493145000 |
| 1999-11-01 | 18.659933123686400 |
| 1999-12-01 | 18.750363957466700 |
| 2000-01-01 | 18.802300377574600 |
| 2000-02-01 | 18.708613901682398 |
| 2000-03-01 | 18.804084467282200 |
| 2000-04-01 | 18.876130483625900 |
| 2000-05-01 | 18.838176271013800 |
| 2000-06-01 | 19.085517012112900 |
| 2000-07-01 | 19.329659466373400 |
| 2000-08-01 | 19.249712590197000 |
| 2000-09-01 | 19.281576489103198 |
| 2000-10-01 | 19.193228675480200 |
| 2000-11-01 | 19.097123695896700 |
| 2000-12-01 | 19.173489494945397 |
| 2001-01-01 | 19.187654615996898 |
| 2001-02-01 | 19.101811311945198 |
| 2001-03-01 | 19.393750965822100 |
| 2001-04-01 | 19.397217310094300 |
| 2001-05-01 | 19.460176250269700 |
| 2001-06-01 | 19.561760595966900 |
| 2001-07-01 | 19.590404070350800 |
| 2001-08-01 | 19.701607065884500 |
| 2001-09-01 | 19.676932882029300 |
| 2001-10-01 | 19.643642008342802 |
| 2001-11-01 | 19.826885565347200 |
| 2001-12-01 | 20.001149560546200 |
| 2002-01-01 | 20.274655779059200 |
| 2002-02-01 | 20.175832598777500 |
| 2002-03-01 | 20.181840399397800 |
| 2002-04-01 | 20.204906462272300 |
| 2002-05-01 | 20.271705536157900 |
| 2002-06-01 | 20.264919116984103 |
| 2002-07-01 | 20.264573991250103 |
| 2002-08-01 | 20.279593200914900 |
| 2002-09-01 | 20.181589619706603 |
| 2002-10-01 | 20.171516613726197 |
| 2002-11-01 | 20.350718741340803 |
| 2002-12-01 | 20.342935657000400 |
| 2003-01-01 | 20.347742378836700 |
| 2003-02-01 | 20.325046719824897 |
| 2003-03-01 | 20.373027295641602 |
| 2003-04-01 | 20.400305180965603 |
| 2003-05-01 | 20.477118640005000 |
| 2003-06-01 | 20.492283500036898 |
| 2003-07-01 | 20.750795502867900 |
| 2003-08-01 | 20.680193501515000 |
| 2003-09-01 | 20.491748960844000 |
| 2003-10-01 | 20.780361239129103 |
| 2003-11-01 | 20.753765014519697 |
| 2003-12-01 | 20.775905023892200 |
| 2004-01-01 | 20.630505785841500 |
| 2004-02-01 | 20.979565621907100 |
| 2004-03-01 | 21.068179389746000 |
| 2004-04-01 | 21.081955009674303 |
| 2004-05-01 | 21.174572520233300 |
| 2004-06-01 | 21.424802659898802 |
| 2004-07-01 | 21.559865495680103 |
| 2004-08-01 | 21.601233675193100 |
| 2004-09-01 | 21.904012139173500 |
| 2004-10-01 | 21.960776641797400 |
| 2004-11-01 | 22.140470784116800 |
| 2004-12-01 | 22.197461544696303 |
| 2005-01-01 | 22.523371715564200 |
| 2005-02-01 | 22.841126545152196 |
| 2005-03-01 | 22.771303314309300 |
| 2005-04-01 | 22.853766165752397 |
| 2005-05-01 | 22.980643809479300 |
| 2005-06-01 | 23.048594032758604 |
| 2005-07-01 | 23.285368776418700 |
| 2005-08-01 | 23.436820965956300 |
| 2005-09-01 | 23.510420915820300 |
| 2005-10-01 | 23.523221307937200 |
| 2005-11-01 | 23.520675362977300 |
| 2005-12-01 | 23.608968121389500 |
| 2006-01-01 | 23.721947904341600 |
| 2006-02-01 | 23.925465232454600 |
| 2006-03-01 | 23.885388947420600 |
| 2006-04-01 | 24.024362513430500 |
| 2006-05-01 | 24.095003974388800 |
| 2006-06-01 | 23.963445891571602 |
| 2006-07-01 | 23.798871287380198 |
| 2006-08-01 | 24.042692337904600 |
| 2006-09-01 | 24.117590467802500 |
| 2006-10-01 | 24.175804178303800 |
| 2006-11-01 | 24.408776384439200 |
| 2006-12-01 | 24.525763719098602 |
| 2007-01-01 | 24.532624025762000 |
| 2007-02-01 | 24.520531309417500 |
| 2007-03-01 | 24.699847891477400 |
| 2007-04-01 | 24.799225273103600 |
| 2007-05-01 | 24.919062170736105 |
| 2007-06-01 | 25.069619752914300 |
| 2007-07-01 | 24.806272744206200 |
| 2007-08-01 | 24.835066036275396 |
| 2007-09-01 | 24.918958533032400 |
| 2007-10-01 | 25.234825019290700 |
| 2007-11-01 | 25.292797602450200 |
| 2007-12-01 | 25.340258485225895 |
| 2008-01-01 | 25.565963000980503 |
| 2008-02-01 | 25.533273596126104 |
| 2008-03-01 | 25.494313579541000 |
| 2008-04-01 | 25.682553727400897 |
| 2008-05-01 | 25.748731132907600 |
| 2008-06-01 | 25.969607682952300 |
| 2008-07-01 | 26.005252222138100 |
| 2008-08-01 | 26.115515290087800 |
| 2008-09-01 | 26.213008099197000 |
| 2008-10-01 | 26.293919014259000 |
| 2008-11-01 | 26.287234846084700 |
| 2008-12-01 | 26.373836530256500 |
| 2009-01-01 | 25.900267294221603 |
| 2009-02-01 | 26.244932392989103 |
| 2009-03-01 | 26.172757316944104 |
| 2009-04-01 | 26.270884613701803 |
| 2009-05-01 | 26.277071617535896 |
| 2009-06-01 | 26.372563195596400 |
| 2009-07-01 | 26.495477540280900 |
| 2009-08-01 | 26.494295975535103 |
| 2009-09-01 | 26.484712770031198 |
| 2009-10-01 | 26.477840690350700 |
| 2009-11-01 | 26.489374307831202 |
| 2009-12-01 | 26.501636703445897 |
| 2010-01-01 | 26.645222332818800 |
| 2010-02-01 | 26.756208896759800 |
| 2010-03-01 | 26.944027130725605 |
| 2010-04-01 | 26.658044822329604 |
| 2010-05-01 | 26.882861906648700 |
| 2010-06-01 | 26.995141776661500 |
| 2010-07-01 | 27.295578016638700 |
| 2010-08-01 | 27.388588127290500 |
| 2010-09-01 | 27.148703301844602 |
| 2010-10-01 | 27.267656909283200 |
| 2010-11-01 | 27.285307680153800 |
| 2010-12-01 | 27.331742777031900 |
| 2011-01-01 | 27.279448903619798 |
| 2011-02-01 | 27.452882830820304 |
| 2011-03-01 | 27.618679069383003 |
| 2011-04-01 | 27.534672693742400 |
| 2011-05-01 | 27.560704929692697 |
| 2011-06-01 | 27.741063950349100 |
| 2011-07-01 | 27.911115994118500 |
| 2011-08-01 | 27.805522198773197 |
| 2011-09-01 | 27.720456736482397 |
| 2011-10-01 | 27.670101252480396 |
| 2011-11-01 | 27.660882077395200 |
| 2011-12-01 | 27.732023047247700 |
| 2012-01-01 | 28.013439626057100 |
| 2012-02-01 | 28.049331488301600 |
| 2012-03-01 | 28.195644006027603 |
| 2012-04-01 | 28.511327355702400 |
| 2012-05-01 | 28.429745537770700 |
| 2012-06-01 | 28.490693216814300 |
| 2012-07-01 | 28.645074029478398 |
| 2012-08-01 | 28.746716186261896 |
| 2012-09-01 | 28.901786467897300 |
| 2012-10-01 | 28.861080429009900 |
| 2012-11-01 | 28.920311363153300 |
| 2012-12-01 | 28.915457798005200 |
| 2013-01-01 | 28.726766223223600 |
| 2013-02-01 | 28.639318981842198 |
| 2013-03-01 | 28.488063494047104 |
| 2013-04-01 | 28.792678628187400 |
| 2013-05-01 | 28.605910171501304 |
| 2013-06-01 | 28.438981169577900 |
| 2013-07-01 | 28.373338994275304 |
| 2013-08-01 | 28.393771210685703 |
| 2013-09-01 | 28.493229338361600 |
| 2013-10-01 | 28.557875263535800 |
| 2013-11-01 | 28.583741637281900 |
| 2013-12-01 | 28.573533136832900 |
| 2014-01-01 | 28.734693915756000 |
| 2014-02-01 | 28.823041961514500 |
| 2014-03-01 | 28.784988038651200 |
| 2014-04-01 | 28.888691095134900 |
| 2014-05-01 | 29.001009674835800 |
| 2014-06-01 | 28.879112174945696 |
| 2014-07-01 | 28.908907073716698 |
| 2014-08-01 | 28.848402236326400 |
| 2014-09-01 | 28.787686316243200 |
| 2014-10-01 | 28.842765329668797 |
| 2014-11-01 | 28.944706862092600 |
| 2014-12-01 | 29.030257363887400 |
| 2015-01-01 | 28.635219773528800 |
| 2015-02-01 | 28.705677121226696 |
| 2015-03-01 | 28.776894825550798 |
| 2015-04-01 | 28.697610772118896 |
| 2015-05-01 | 28.605527417847000 |
| 2015-06-01 | 28.705751996079698 |
| 2015-07-01 | 28.735202452128100 |
| 2015-08-01 | 28.789779145540802 |
| 2015-09-01 | 28.987645801721897 |
| 2015-10-01 | 28.726434661724500 |
| 2015-11-01 | 28.722111952664900 |
| 2015-12-01 | 28.884728134677100 |
| 2016-01-01 | 28.844519992637000 |
| 2016-02-01 | 28.890925877510300 |
| 2016-03-01 | 28.960581734492198 |
| 2016-04-01 | 29.109118429649400 |
| 2016-05-01 | 29.114547912991100 |
| 2016-06-01 | 29.022587301490603 |
| 2016-07-01 | 29.378296156596900 |
| 2016-08-01 | 29.312552666099200 |
| 2016-09-01 | 29.488705310113300 |
| 2016-10-01 | 29.508975693344603 |
| 2016-11-01 | 29.505103951321600 |
| 2016-12-01 | 29.443226211866400 |
| 2017-01-01 | 29.539432115100100 |
| 2017-02-01 | 29.690937011302900 |
| 2017-03-01 | 29.655915631785700 |
| 2017-04-01 | 29.613817735590700 |
| 2017-05-01 | 29.707439462375802 |
| 2017-06-01 | 29.947894223242397 |
| 2017-07-01 | 30.014172796341100 |
| 2017-08-01 | 30.118008250222502 |
| 2017-09-01 | 30.287769011020800 |
| 2017-10-01 | 30.497198350363302 |
| 2017-11-01 | 30.692937583322397 |
| 2017-12-01 | 30.917465184639500 |
| 2018-01-01 | 30.628707357990603 |
| 2018-02-01 | 30.897965310789598 |
| 2018-03-01 | 31.054745541016500 |
| 2018-04-01 | 31.010828295839400 |
| 2018-05-01 | 31.081185155061103 |
| 2018-06-01 | 31.070607728700300 |
| 2018-07-01 | 31.050838754567800 |
| 2018-08-01 | 31.111509816769498 |
| 2018-09-01 | 31.292706212186303 |
| 2018-10-01 | 31.393682352203303 |
| 2018-11-01 | 31.395163052480400 |
| 2018-12-01 | 31.719272163944300 |
| 2019-01-01 | 31.595557288590400 |
| 2019-02-01 | 32.112120315686900 |
| 2019-03-01 | 32.069114153543100 |
| 2019-04-01 | 32.202180795684300 |
| 2019-05-01 | 32.237863041916100 |
| 2019-06-01 | 32.199267619251300 |
| 2019-07-01 | 32.183707398480300 |
| 2019-08-01 | 32.402716800060894 |
| 2019-09-01 | 32.391769310904000 |
| 2019-10-01 | 32.488084789066300 |
| 2019-11-01 | 32.699235211923300 |
| 2019-12-01 | 32.737566752969300 |
| 2020-01-01 | 32.757562394071996 |
| 2020-02-01 | 32.528746272005200 |
| 2020-03-01 | 32.480162909059500 |
| 2020-04-01 | 28.223900807262800 |
| 2020-05-01 | 28.814820227844300 |
| 2020-06-01 | 30.394587453686000 |
| 2020-07-01 | 30.567044302321800 |
| 2020-08-01 | 30.660812126083500 |
| 2020-09-01 | 30.493009438931400 |
| 2020-10-01 | 30.418570348070197 |
| 2020-11-01 | 30.343757760565000 |
| 2020-12-01 | 30.168467848114200 |
| 2021-01-01 | 30.185965222987900 |
| 2021-02-01 | 30.145909065706896 |
| 2021-03-01 | 30.218125944726300 |
| 2021-04-01 | 30.115722778219700 |
| 2021-05-01 | 30.099743316900703 |
| 2021-06-01 | 30.008061022349600 |
| 2021-07-01 | 29.947890244924697 |
| 2021-08-01 | 29.733606912219702 |
| 2021-09-01 | 29.687247092398895 |
| 2021-10-01 | 29.727601140615395 |
| 2021-11-01 | 29.758855725711197 |
| 2021-12-01 | 29.890077085261503 |
| 2022-01-01 | 30.148163746980800 |
| 2022-02-01 | 30.342843259870800 |
| 2022-03-01 | 30.428954926100600 |
| 2022-04-01 | 30.631508248739300 |
| 2022-05-01 | 30.705924074286500 |
| 2022-06-01 | 30.525407851175604 |
| 2022-07-01 | 30.743214749335298 |
| 2022-08-01 | 31.045069922856000 |
| 2022-09-01 | 31.373528124592500 |
| 2022-10-01 | 31.511261706878100 |
| 2022-11-01 | 31.437515747723900 |
| 2022-12-01 | 31.292648727973297 |
| 2023-01-01 | 31.627396974751800 |
| 2023-02-01 | 31.627750465094900 |
| 2023-03-01 | 31.835460380704700 |
| 2023-04-01 | 31.848811049492603 |
| 2023-05-01 | 31.920165196365800 |
| 2023-06-01 | 31.951474479968700 |
| 2023-07-01 | 32.155225683569000 |
| 2023-08-01 | 32.254945051184300 |
| 2023-09-01 | 32.559776845051800 |
| 2023-10-01 | 32.593431351538804 |
| 2023-11-01 | 32.820171148722800 |
| 2023-12-01 | 32.982967148001100 |
| 2024-01-01 | 33.021866534644296 |
| 2024-02-01 | 33.113462041775500 |
| 2024-03-01 | 33.035594623107300 |
| 2024-04-01 | 33.163157893875200 |
| 2024-05-01 | 33.334772256565300 |
| 2024-06-01 | 33.883333414131700 |
| 2024-07-01 | 33.774029844921600 |
| 2024-08-01 | 33.770156581478300 |
| 2024-09-01 | 33.547174420042600 |
