Table Data - All Employees: Education and Health Services: Private Educational Services in Scranton--Wilkes-Barre, PA (MSA)
| Title | All Employees: Education and Health Services: Private Educational Services in Scranton--Wilkes-Barre, PA (MSA) |
|---|---|
| Series ID | SMU42425406561000001SA |
| 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 11:35 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 | 7.1790390046 |
| 1990-02-01 | 6.7713029510 |
| 1990-03-01 | 6.7231256845 |
| 1990-04-01 | 6.8125669940 |
| 1990-05-01 | 6.7738158188 |
| 1990-06-01 | 6.9129808871 |
| 1990-07-01 | 6.8850001769 |
| 1990-08-01 | 6.9922574861 |
| 1990-09-01 | 7.0487027152 |
| 1990-10-01 | 6.9737852335 |
| 1990-11-01 | 6.9705741892 |
| 1990-12-01 | 7.1025016354 |
| 1991-01-01 | 7.0697338791 |
| 1991-02-01 | 7.1651808878 |
| 1991-03-01 | 7.1823435113 |
| 1991-04-01 | 7.1734362681 |
| 1991-05-01 | 7.1495649988 |
| 1991-06-01 | 7.3804796701 |
| 1991-07-01 | 6.8748482201 |
| 1991-08-01 | 6.9724433995 |
| 1991-09-01 | 6.9390370030 |
| 1991-10-01 | 7.1610305705 |
| 1991-11-01 | 7.2474655325 |
| 1991-12-01 | 7.3796854633 |
| 1992-01-01 | 7.1774698076 |
| 1992-02-01 | 7.1714071022 |
| 1992-03-01 | 7.1844544825 |
| 1992-04-01 | 7.0754165037 |
| 1992-05-01 | 7.1367438548 |
| 1992-06-01 | 7.1639727108 |
| 1992-07-01 | 6.8581701565 |
| 1992-08-01 | 7.0745452124 |
| 1992-09-01 | 7.1551607551 |
| 1992-10-01 | 7.2653953093 |
| 1992-11-01 | 7.2554411990 |
| 1992-12-01 | 7.1147482877 |
| 1993-01-01 | 7.1737765737 |
| 1993-02-01 | 7.1746393296 |
| 1993-03-01 | 7.2769337135 |
| 1993-04-01 | 7.3411880927 |
| 1993-05-01 | 7.4130568585 |
| 1993-06-01 | 7.4024757465 |
| 1993-07-01 | 7.5623932508 |
| 1993-08-01 | 7.6696004299 |
| 1993-09-01 | 7.5809213980 |
| 1993-10-01 | 7.6440590045 |
| 1993-11-01 | 7.6216383103 |
| 1993-12-01 | 7.7679372465 |
| 1994-01-01 | 7.8191040639 |
| 1994-02-01 | 7.8487836594 |
| 1994-03-01 | 7.9135045333 |
| 1994-04-01 | 8.0533072441 |
| 1994-05-01 | 8.1646697630 |
| 1994-06-01 | 8.2167002376 |
| 1994-07-01 | 8.5111834245 |
| 1994-08-01 | 8.5075480392 |
| 1994-09-01 | 8.4419331060 |
| 1994-10-01 | 8.2981539955 |
| 1994-11-01 | 8.3451842539 |
| 1994-12-01 | 8.4177380193 |
| 1995-01-01 | 8.5749204127 |
| 1995-02-01 | 8.5040108326 |
| 1995-03-01 | 8.4557716226 |
| 1995-04-01 | 8.4893076115 |
| 1995-05-01 | 8.6465477866 |
| 1995-06-01 | 8.3271228872 |
| 1995-07-01 | 8.3951766731 |
| 1995-08-01 | 8.3612714720 |
| 1995-09-01 | 8.4486046902 |
| 1995-10-01 | 8.5077808121 |
| 1995-11-01 | 8.6260121004 |
| 1995-12-01 | 8.6114936761 |
| 1996-01-01 | 8.5795983965 |
| 1996-02-01 | 8.5603337863 |
| 1996-03-01 | 8.6225299219 |
| 1996-04-01 | 8.5535142210 |
| 1996-05-01 | 8.5745502047 |
| 1996-06-01 | 8.6752146824 |
| 1996-07-01 | 8.6511761360 |
| 1996-08-01 | 8.5993964596 |
| 1996-09-01 | 8.6792988968 |
| 1996-10-01 | 8.6171125148 |
| 1996-11-01 | 8.6198851827 |
| 1996-12-01 | 8.8912992798 |
| 1997-01-01 | 8.7039651359 |
| 1997-02-01 | 8.6060630758 |
| 1997-03-01 | 8.6036847451 |
| 1997-04-01 | 8.6272595516 |
| 1997-05-01 | 8.8060759325 |
| 1997-06-01 | 8.7883595785 |
| 1997-07-01 | 8.6765097178 |
| 1997-08-01 | 8.7211702473 |
| 1997-09-01 | 8.6827526352 |
| 1997-10-01 | 8.7168459599 |
| 1997-11-01 | 8.6973439729 |
| 1997-12-01 | 8.7155853584 |
| 1998-01-01 | 8.7224599025 |
| 1998-02-01 | 8.8330004739 |
| 1998-03-01 | 8.8596946632 |
| 1998-04-01 | 8.8841179468 |
| 1998-05-01 | 8.8569650637 |
| 1998-06-01 | 8.7979253259 |
| 1998-07-01 | 8.8250518136 |
| 1998-08-01 | 8.8333150885 |
| 1998-09-01 | 8.6729529991 |
| 1998-10-01 | 8.9021850057 |
| 1998-11-01 | 8.7788700252 |
| 1998-12-01 | 8.7243800149 |
| 1999-01-01 | 8.5235953198 |
| 1999-02-01 | 8.6752477973 |
| 1999-03-01 | 8.7541360784 |
| 1999-04-01 | 8.7878827771 |
| 1999-05-01 | 8.6136874316 |
| 1999-06-01 | 8.4724217796 |
| 1999-07-01 | 8.7360211235 |
| 1999-08-01 | 8.7019942823 |
| 1999-09-01 | 8.4296821980 |
| 1999-10-01 | 8.7256583577 |
| 1999-11-01 | 8.7802053353 |
| 1999-12-01 | 8.7402859949 |
| 2000-01-01 | 8.7524071104 |
| 2000-02-01 | 8.7028946624 |
| 2000-03-01 | 8.6431327067 |
| 2000-04-01 | 8.7005370841 |
| 2000-05-01 | 8.7475754212 |
| 2000-06-01 | 8.8535165720 |
| 2000-07-01 | 8.7708997035 |
| 2000-08-01 | 8.8376177356 |
| 2000-09-01 | 8.9255879103 |
| 2000-10-01 | 8.8126616463 |
| 2000-11-01 | 8.8669392579 |
| 2000-12-01 | 8.9378108991 |
| 2001-01-01 | 8.5274143148 |
| 2001-02-01 | 8.9325920274 |
| 2001-03-01 | 8.8063704335 |
| 2001-04-01 | 8.7971393613 |
| 2001-05-01 | 8.6622769395 |
| 2001-06-01 | 8.7710988676 |
| 2001-07-01 | 8.8112461333 |
| 2001-08-01 | 8.8812596617 |
| 2001-09-01 | 8.7757819359 |
| 2001-10-01 | 8.7202088495 |
| 2001-11-01 | 8.6902863742 |
| 2001-12-01 | 8.6678777960 |
| 2002-01-01 | 8.2902624644 |
| 2002-02-01 | 8.7026625648 |
| 2002-03-01 | 8.7913808907 |
| 2002-04-01 | 8.8074106240 |
| 2002-05-01 | 8.8620225708 |
| 2002-06-01 | 8.7971996819 |
| 2002-07-01 | 8.8537366758 |
| 2002-08-01 | 8.9377188933 |
| 2002-09-01 | 8.9464937901 |
| 2002-10-01 | 8.9778202390 |
| 2002-11-01 | 8.9706224256 |
| 2002-12-01 | 8.8597654405 |
| 2003-01-01 | 9.2522974570 |
| 2003-02-01 | 9.1227891561 |
| 2003-03-01 | 9.1339020900 |
| 2003-04-01 | 8.9848838343 |
| 2003-05-01 | 9.1443458363 |
| 2003-06-01 | 9.1916504763 |
| 2003-07-01 | 9.1539518106 |
| 2003-08-01 | 9.1206264167 |
| 2003-09-01 | 9.0018716780 |
| 2003-10-01 | 9.2291260480 |
| 2003-11-01 | 9.2413218201 |
| 2003-12-01 | 9.3518594981 |
| 2004-01-01 | 9.2415834451 |
| 2004-02-01 | 8.9899055739 |
| 2004-03-01 | 9.0262344143 |
| 2004-04-01 | 9.1579243586 |
| 2004-05-01 | 9.1506411301 |
| 2004-06-01 | 8.9835568064 |
| 2004-07-01 | 9.0815945143 |
| 2004-08-01 | 8.9120798486 |
| 2004-09-01 | 8.8287728101 |
| 2004-10-01 | 9.0318483953 |
| 2004-11-01 | 9.1650977009 |
| 2004-12-01 | 9.2166192620 |
| 2005-01-01 | 9.1223466442 |
| 2005-02-01 | 9.0462867201 |
| 2005-03-01 | 9.0198219503 |
| 2005-04-01 | 8.9557500088 |
| 2005-05-01 | 8.8829280997 |
| 2005-06-01 | 9.0213647448 |
| 2005-07-01 | 8.8594384977 |
| 2005-08-01 | 8.7937573775 |
| 2005-09-01 | 8.7367439469 |
| 2005-10-01 | 8.8501123940 |
| 2005-11-01 | 8.6364893754 |
| 2005-12-01 | 8.9289129718 |
| 2006-01-01 | 8.7849987298 |
| 2006-02-01 | 9.1040378236 |
| 2006-03-01 | 8.9209475255 |
| 2006-04-01 | 8.8478489626 |
| 2006-05-01 | 8.9427315746 |
| 2006-06-01 | 8.5687999929 |
| 2006-07-01 | 8.6028426990 |
| 2006-08-01 | 8.7593436753 |
| 2006-09-01 | 8.8373558574 |
| 2006-10-01 | 8.8539536734 |
| 2006-11-01 | 9.0137166100 |
| 2006-12-01 | 8.7558972524 |
| 2007-01-01 | 8.7799620846 |
| 2007-02-01 | 8.7967241963 |
| 2007-03-01 | 8.9066531475 |
| 2007-04-01 | 9.0061877802 |
| 2007-05-01 | 9.1072224767 |
| 2007-06-01 | 9.1938885068 |
| 2007-07-01 | 8.9390792934 |
| 2007-08-01 | 8.5866256316 |
| 2007-09-01 | 9.1514020865 |
| 2007-10-01 | 9.0432741730 |
| 2007-11-01 | 8.9194574571 |
| 2007-12-01 | 8.6858826219 |
| 2008-01-01 | 9.5472325949 |
| 2008-02-01 | 9.0471551303 |
| 2008-03-01 | 8.9714625344 |
| 2008-04-01 | 9.0882119342 |
| 2008-05-01 | 8.7714054296 |
| 2008-06-01 | 8.9546305260 |
| 2008-07-01 | 9.2689649031 |
| 2008-08-01 | 9.2842030556 |
| 2008-09-01 | 9.7826787301 |
| 2008-10-01 | 9.2387080434 |
| 2008-11-01 | 9.2731135145 |
| 2008-12-01 | 9.1644332472 |
| 2009-01-01 | 9.5672281913 |
| 2009-02-01 | 9.3976347055 |
| 2009-03-01 | 9.4802001478 |
| 2009-04-01 | 9.4289677938 |
| 2009-05-01 | 9.0194572173 |
| 2009-06-01 | 9.4369379810 |
| 2009-07-01 | 9.5983316828 |
| 2009-08-01 | 9.6291360398 |
| 2009-09-01 | 9.6442821871 |
| 2009-10-01 | 9.5295878555 |
| 2009-11-01 | 9.5147489660 |
| 2009-12-01 | 9.3992587041 |
| 2010-01-01 | 9.5969152025 |
| 2010-02-01 | 9.6760648338 |
| 2010-03-01 | 9.6335999076 |
| 2010-04-01 | 9.6931066531 |
| 2010-05-01 | 9.7540476547 |
| 2010-06-01 | 9.9122558581 |
| 2010-07-01 | 9.9484784505 |
| 2010-08-01 | 9.7447574105 |
| 2010-09-01 | 9.7176873438 |
| 2010-10-01 | 9.9074656600 |
| 2010-11-01 | 9.9459918068 |
| 2010-12-01 | 9.8602400017 |
| 2011-01-01 | 9.7508400190 |
| 2011-02-01 | 9.8595445101 |
| 2011-03-01 | 9.9010255135 |
| 2011-04-01 | 9.7828946670 |
| 2011-05-01 | 9.7577423782 |
| 2011-06-01 | 10.0400859753 |
| 2011-07-01 | 9.5852796379 |
| 2011-08-01 | 9.7540021001 |
| 2011-09-01 | 9.5998584941 |
| 2011-10-01 | 9.5593601006 |
| 2011-11-01 | 9.5689832053 |
| 2011-12-01 | 9.4866541209 |
| 2012-01-01 | 9.0234554642 |
| 2012-02-01 | 10.0678945782 |
| 2012-03-01 | 9.7591196377 |
| 2012-04-01 | 9.8868488986 |
| 2012-05-01 | 9.4293196383 |
| 2012-06-01 | 9.6805564187 |
| 2012-07-01 | 9.6030600810 |
| 2012-08-01 | 9.6351358259 |
| 2012-09-01 | 9.7746860128 |
| 2012-10-01 | 9.7509543802 |
| 2012-11-01 | 9.8339699441 |
| 2012-12-01 | 10.1486684994 |
| 2013-01-01 | 9.4919151723 |
| 2013-02-01 | 9.7324774618 |
| 2013-03-01 | 9.8229413471 |
| 2013-04-01 | 9.7258322101 |
| 2013-05-01 | 9.6978108518 |
| 2013-06-01 | 9.6835100712 |
| 2013-07-01 | 9.8601425794 |
| 2013-08-01 | 9.7499857557 |
| 2013-09-01 | 9.8459227057 |
| 2013-10-01 | 9.8500597578 |
| 2013-11-01 | 9.8420547448 |
| 2013-12-01 | 9.9445111698 |
| 2014-01-01 | 9.8385243471 |
| 2014-02-01 | 9.9424926155 |
| 2014-03-01 | 9.8094373581 |
| 2014-04-01 | 9.9403801390 |
| 2014-05-01 | 9.6620363978 |
| 2014-06-01 | 9.9255559022 |
| 2014-07-01 | 9.9761956834 |
| 2014-08-01 | 10.1001813974 |
| 2014-09-01 | 10.1023914947 |
| 2014-10-01 | 10.0313387851 |
| 2014-11-01 | 10.0407953753 |
| 2014-12-01 | 10.1501306339 |
| 2015-01-01 | 10.1929441916 |
| 2015-02-01 | 9.9516490195 |
| 2015-03-01 | 9.8839104350 |
| 2015-04-01 | 10.0606197058 |
| 2015-05-01 | 10.2341234278 |
| 2015-06-01 | 10.1571218789 |
| 2015-07-01 | 10.0996892063 |
| 2015-08-01 | 9.9490769813 |
| 2015-09-01 | 9.7653970564 |
| 2015-10-01 | 9.9319442940 |
| 2015-11-01 | 9.9758873528 |
| 2015-12-01 | 10.0074576464 |
| 2016-01-01 | 10.4472066831 |
| 2016-02-01 | 10.0498019772 |
| 2016-03-01 | 10.1232023247 |
| 2016-04-01 | 10.0858347885 |
| 2016-05-01 | 10.5116232501 |
| 2016-06-01 | 10.1432339090 |
| 2016-07-01 | 10.1040828840 |
| 2016-08-01 | 10.1602191782 |
| 2016-09-01 | 9.6314130060 |
| 2016-10-01 | 10.0031683806 |
| 2016-11-01 | 10.0000052354 |
| 2016-12-01 | 9.9973211515 |
| 2017-01-01 | 9.8092377208 |
| 2017-02-01 | 9.8739993059 |
| 2017-03-01 | 9.6980177078 |
| 2017-04-01 | 9.6437271310 |
| 2017-05-01 | 10.0148473581 |
| 2017-06-01 | 9.6566479911 |
| 2017-07-01 | 9.7431499534 |
| 2017-08-01 | 9.6237228751 |
| 2017-09-01 | 9.7857836523 |
| 2017-10-01 | 9.7164918379 |
| 2017-11-01 | 9.6560612952 |
| 2017-12-01 | 9.6384596380 |
| 2018-01-01 | 9.6105953948 |
| 2018-02-01 | 9.7149687769 |
| 2018-03-01 | 9.7144982182 |
| 2018-04-01 | 9.7560921948 |
| 2018-05-01 | 9.6042429839 |
| 2018-06-01 | 9.6317973809 |
| 2018-07-01 | 9.4726356922 |
| 2018-08-01 | 9.5788011594 |
| 2018-09-01 | 9.6652892166 |
| 2018-10-01 | 9.6285645330 |
| 2018-11-01 | 9.5839017531 |
| 2018-12-01 | 9.6646157845 |
| 2019-01-01 | 9.6013613422 |
| 2019-02-01 | 9.7606149462 |
| 2019-03-01 | 9.7244560336 |
| 2019-04-01 | 9.7818724187 |
| 2019-05-01 | 9.1829469098 |
| 2019-06-01 | 9.5982142119 |
| 2019-07-01 | 9.5577459407 |
| 2019-08-01 | 9.6424199559 |
| 2019-09-01 | 9.6569021814 |
| 2019-10-01 | 9.8353362421 |
| 2019-11-01 | 9.7846857073 |
| 2019-12-01 | 9.4946477697 |
| 2020-01-01 | 10.1186511667 |
| 2020-02-01 | 9.8312731242 |
| 2020-03-01 | 9.7331807354 |
| 2020-04-01 | 8.0033313981 |
| 2020-05-01 | 7.8618669676 |
| 2020-06-01 | 8.5934193791 |
| 2020-07-01 | 8.7680240922 |
| 2020-08-01 | 8.8845563720 |
| 2020-09-01 | 8.9063725555 |
| 2020-10-01 | 8.8842893090 |
| 2020-11-01 | 8.9129940634 |
| 2020-12-01 | 8.0831849444 |
| 2021-01-01 | 8.7234004601 |
| 2021-02-01 | 8.5963597568 |
| 2021-03-01 | 9.0000276522 |
| 2021-04-01 | 8.9445540937 |
| 2021-05-01 | 9.2948760058 |
| 2021-06-01 | 9.3627694165 |
| 2021-07-01 | 9.3356574233 |
| 2021-08-01 | 9.2204433044 |
| 2021-09-01 | 8.8354805459 |
| 2021-10-01 | 9.0263396687 |
| 2021-11-01 | 9.1155910810 |
| 2021-12-01 | 9.1908524116 |
| 2022-01-01 | 9.4275790242 |
| 2022-02-01 | 9.2059850039 |
| 2022-03-01 | 9.0023782411 |
| 2022-04-01 | 9.2512258215 |
| 2022-05-01 | 9.3567687364 |
| 2022-06-01 | 9.1855454362 |
| 2022-07-01 | 9.3189793753 |
| 2022-08-01 | 9.3407701215 |
| 2022-09-01 | 9.2647629234 |
| 2022-10-01 | 9.2565929679 |
| 2022-11-01 | 9.2338386771 |
| 2022-12-01 | 9.2572071283 |
| 2023-01-01 | 8.9105083507 |
| 2023-02-01 | 9.1248481770 |
| 2023-03-01 | 9.1819523098 |
| 2023-04-01 | 9.1673603691 |
| 2023-05-01 | 9.1509911200 |
| 2023-06-01 | 9.3919545450 |
| 2023-07-01 | 9.4640645014 |
| 2023-08-01 | 9.2414355803 |
| 2023-09-01 | 9.3038600221 |
| 2023-10-01 | 9.2808997727 |
| 2023-11-01 | 9.2513968093 |
| 2023-12-01 | 9.3267634342 |
| 2024-01-01 | 9.1611674270 |
| 2024-02-01 | 9.1989641016 |
| 2024-03-01 | 9.2686884055 |
| 2024-04-01 | 9.2528402371 |
| 2024-05-01 | 9.2641573224 |
| 2024-06-01 | 9.1482763512 |
| 2024-07-01 | 9.0168059361 |
| 2024-08-01 | 9.1573533297 |
| 2024-09-01 | 9.2464638307 |
| 2024-10-01 | 9.0977894081 |
| 2024-11-01 | 9.1703469977 |
| 2024-12-01 | 9.2180737076 |
| 2025-01-01 | 9.3143589121 |
| 2025-02-01 | 9.0670915424 |
| 2025-03-01 | 8.9864836667 |
| 2025-04-01 | 9.0521728578 |
| 2025-05-01 | 9.0947549452 |
| 2025-06-01 | 9.1666716435 |
| 2025-07-01 | 9.0601954031 |
| 2025-08-01 | 9.3118341455 |
| 2025-09-01 | 9.1688338886 |
| 2025-10-01 | 9.3633687973 |
| 2025-11-01 | 9.3466881525 |
| 2025-12-01 | 9.3085107128 |
| 2026-01-01 | 9.9133128901 |
| 2026-02-01 | 9.5931156406 |
| 2026-03-01 | 9.5348091276 |
| 2026-04-01 | 9.5015700472 |
| 2026-05-01 | 9.4067684979 |
| 2026-06-01 | 9.4091857840 |
| 2026-07-01 | 9.4578785307 |
| 2026-08-01 | 9.3322635046 |