Table Data - All Employees: Education and Health Services: Private Education and Health Services in Scranton--Wilkes-Barre, PA (MSA)
| Title | All Employees: Education and Health Services: Private Education and Health Services in Scranton--Wilkes-Barre, PA (MSA) |
|---|---|
| Series ID | SCRA542EDUH |
| 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 2026-08-01 |
| Last Updated | 2026-09-18 12:16 PM 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 | 37.8773461811 |
| 1990-02-01 | 37.6321781555 |
| 1990-03-01 | 37.7265305648 |
| 1990-04-01 | 37.7379512538 |
| 1990-05-01 | 37.8247657212 |
| 1990-06-01 | 37.9291494269 |
| 1990-07-01 | 38.1557541018 |
| 1990-08-01 | 38.2377348608 |
| 1990-09-01 | 38.3722879099 |
| 1990-10-01 | 38.2396827947 |
| 1990-11-01 | 38.0755649837 |
| 1990-12-01 | 38.1071664230 |
| 1991-01-01 | 37.9885599236 |
| 1991-02-01 | 38.0139052960 |
| 1991-03-01 | 38.2142845647 |
| 1991-04-01 | 38.1216218390 |
| 1991-05-01 | 38.1152570326 |
| 1991-06-01 | 38.2412598663 |
| 1991-07-01 | 38.0565556358 |
| 1991-08-01 | 38.4555846142 |
| 1991-09-01 | 38.2783488994 |
| 1991-10-01 | 38.5443865354 |
| 1991-11-01 | 38.8796079923 |
| 1991-12-01 | 39.0888714444 |
| 1992-01-01 | 39.1324269030 |
| 1992-02-01 | 39.2662296099 |
| 1992-03-01 | 39.2641936033 |
| 1992-04-01 | 39.4698598863 |
| 1992-05-01 | 39.7023354713 |
| 1992-06-01 | 39.7834197864 |
| 1992-07-01 | 40.2261217945 |
| 1992-08-01 | 39.9308936030 |
| 1992-09-01 | 40.1239875132 |
| 1992-10-01 | 40.1234119879 |
| 1992-11-01 | 40.2561126981 |
| 1992-12-01 | 39.9709155398 |
| 1993-01-01 | 40.1811071367 |
| 1993-02-01 | 40.1978966817 |
| 1993-03-01 | 40.0847479540 |
| 1993-04-01 | 40.3288083664 |
| 1993-05-01 | 40.3886683955 |
| 1993-06-01 | 40.5277185849 |
| 1993-07-01 | 40.9609557679 |
| 1993-08-01 | 40.8100462963 |
| 1993-09-01 | 40.8755390085 |
| 1993-10-01 | 40.9150085626 |
| 1993-11-01 | 40.7482502602 |
| 1993-12-01 | 40.9585578743 |
| 1994-01-01 | 40.9238684183 |
| 1994-02-01 | 40.9122674251 |
| 1994-03-01 | 40.8840940767 |
| 1994-04-01 | 41.8700561384 |
| 1994-05-01 | 41.9759748062 |
| 1994-06-01 | 41.8860508179 |
| 1994-07-01 | 41.8087276032 |
| 1994-08-01 | 41.9144754195 |
| 1994-09-01 | 42.0627529774 |
| 1994-10-01 | 41.9849683358 |
| 1994-11-01 | 42.1088479275 |
| 1994-12-01 | 42.1319021996 |
| 1995-01-01 | 42.9731356502 |
| 1995-02-01 | 42.9237642910 |
| 1995-03-01 | 43.1463303613 |
| 1995-04-01 | 43.2302463974 |
| 1995-05-01 | 42.9795873373 |
| 1995-06-01 | 42.6322850335 |
| 1995-07-01 | 43.2810587567 |
| 1995-08-01 | 43.3202985745 |
| 1995-09-01 | 43.4661707878 |
| 1995-10-01 | 43.4357110195 |
| 1995-11-01 | 43.6614503562 |
| 1995-12-01 | 43.3969236013 |
| 1996-01-01 | 43.1771797397 |
| 1996-02-01 | 43.2502883674 |
| 1996-03-01 | 43.4421238896 |
| 1996-04-01 | 43.1076895253 |
| 1996-05-01 | 43.5103294579 |
| 1996-06-01 | 43.3621365019 |
| 1996-07-01 | 43.6323195276 |
| 1996-08-01 | 43.6827268020 |
| 1996-09-01 | 43.6645584695 |
| 1996-10-01 | 43.9095656800 |
| 1996-11-01 | 43.9296430495 |
| 1996-12-01 | 44.3624435300 |
| 1997-01-01 | 43.9797137510 |
| 1997-02-01 | 44.0767762113 |
| 1997-03-01 | 43.9498451683 |
| 1997-04-01 | 44.1936153303 |
| 1997-05-01 | 44.3528989424 |
| 1997-06-01 | 44.4986457838 |
| 1997-07-01 | 43.9739629008 |
| 1997-08-01 | 44.1150651257 |
| 1997-09-01 | 44.3396922096 |
| 1997-10-01 | 44.5934419072 |
| 1997-11-01 | 44.6998711387 |
| 1997-12-01 | 44.7478346920 |
| 1998-01-01 | 45.1833048231 |
| 1998-02-01 | 45.0990752905 |
| 1998-03-01 | 45.1824085638 |
| 1998-04-01 | 45.1731281823 |
| 1998-05-01 | 45.0097025862 |
| 1998-06-01 | 45.2152411719 |
| 1998-07-01 | 45.2310058912 |
| 1998-08-01 | 45.3488885580 |
| 1998-09-01 | 45.1606130363 |
| 1998-10-01 | 45.3025435176 |
| 1998-11-01 | 45.2097017691 |
| 1998-12-01 | 45.2639118003 |
| 1999-01-01 | 44.5543243517 |
| 1999-02-01 | 44.8238173127 |
| 1999-03-01 | 44.9600347058 |
| 1999-04-01 | 45.4589621205 |
| 1999-05-01 | 45.1562282084 |
| 1999-06-01 | 45.1123711006 |
| 1999-07-01 | 45.1522632029 |
| 1999-08-01 | 45.1038077932 |
| 1999-09-01 | 45.0060654587 |
| 1999-10-01 | 45.3622773668 |
| 1999-11-01 | 45.4614907622 |
| 1999-12-01 | 45.4994647047 |
| 2000-01-01 | 45.6653439410 |
| 2000-02-01 | 45.6601674371 |
| 2000-03-01 | 45.6213924937 |
| 2000-04-01 | 45.3291463344 |
| 2000-05-01 | 45.1635219643 |
| 2000-06-01 | 45.2188920212 |
| 2000-07-01 | 45.1805522871 |
| 2000-08-01 | 45.1890472622 |
| 2000-09-01 | 45.7329564464 |
| 2000-10-01 | 45.0345718739 |
| 2000-11-01 | 45.0302955275 |
| 2000-12-01 | 45.1691538911 |
| 2001-01-01 | 44.6355526623 |
| 2001-02-01 | 45.0301533953 |
| 2001-03-01 | 44.9196289556 |
| 2001-04-01 | 44.8969398972 |
| 2001-05-01 | 44.7383000546 |
| 2001-06-01 | 45.0396488426 |
| 2001-07-01 | 45.2004937783 |
| 2001-08-01 | 45.3996385703 |
| 2001-09-01 | 45.4328765943 |
| 2001-10-01 | 45.2842673116 |
| 2001-11-01 | 45.3685204450 |
| 2001-12-01 | 45.2190359940 |
| 2002-01-01 | 45.4379954038 |
| 2002-02-01 | 45.9099908401 |
| 2002-03-01 | 45.9147663170 |
| 2002-04-01 | 46.2103857404 |
| 2002-05-01 | 46.5877652499 |
| 2002-06-01 | 46.6126929450 |
| 2002-07-01 | 46.5491858957 |
| 2002-08-01 | 46.7722914415 |
| 2002-09-01 | 46.8483458888 |
| 2002-10-01 | 46.8786679599 |
| 2002-11-01 | 47.0712954492 |
| 2002-12-01 | 46.8593450090 |
| 2003-01-01 | 47.5592738065 |
| 2003-02-01 | 47.4795183245 |
| 2003-03-01 | 47.9024828866 |
| 2003-04-01 | 47.7183384964 |
| 2003-05-01 | 48.0460435232 |
| 2003-06-01 | 48.2984317737 |
| 2003-07-01 | 47.6894239709 |
| 2003-08-01 | 47.7298214925 |
| 2003-09-01 | 47.8477293997 |
| 2003-10-01 | 48.0697421805 |
| 2003-11-01 | 48.0636920875 |
| 2003-12-01 | 48.2986987880 |
| 2004-01-01 | 47.1405690871 |
| 2004-02-01 | 47.0945792223 |
| 2004-03-01 | 47.2667070441 |
| 2004-04-01 | 47.5747301194 |
| 2004-05-01 | 47.6224411392 |
| 2004-06-01 | 47.7231015731 |
| 2004-07-01 | 48.0975747394 |
| 2004-08-01 | 48.0608020023 |
| 2004-09-01 | 48.1311798104 |
| 2004-10-01 | 48.5518732429 |
| 2004-11-01 | 48.8555180166 |
| 2004-12-01 | 49.0724909408 |
| 2005-01-01 | 48.8597779680 |
| 2005-02-01 | 48.8648350771 |
| 2005-03-01 | 48.7896876261 |
| 2005-04-01 | 49.1114269954 |
| 2005-05-01 | 48.9316758966 |
| 2005-06-01 | 48.9827142652 |
| 2005-07-01 | 49.2175657828 |
| 2005-08-01 | 49.1940992159 |
| 2005-09-01 | 49.2073547775 |
| 2005-10-01 | 49.3345749923 |
| 2005-11-01 | 49.1465066378 |
| 2005-12-01 | 49.4670014278 |
| 2006-01-01 | 49.5658271596 |
| 2006-02-01 | 50.0337055289 |
| 2006-03-01 | 49.9174623174 |
| 2006-04-01 | 49.6793498833 |
| 2006-05-01 | 49.8834454642 |
| 2006-06-01 | 49.7996272153 |
| 2006-07-01 | 49.7202629487 |
| 2006-08-01 | 49.8937214420 |
| 2006-09-01 | 49.9898428894 |
| 2006-10-01 | 49.7133109745 |
| 2006-11-01 | 49.9382023182 |
| 2006-12-01 | 49.7868082746 |
| 2007-01-01 | 49.6705817261 |
| 2007-02-01 | 49.8014995909 |
| 2007-03-01 | 49.7283767998 |
| 2007-04-01 | 49.9701043512 |
| 2007-05-01 | 50.2444890550 |
| 2007-06-01 | 50.5922688997 |
| 2007-07-01 | 50.3515386996 |
| 2007-08-01 | 49.9779915545 |
| 2007-09-01 | 50.6058715352 |
| 2007-10-01 | 50.5949986091 |
| 2007-11-01 | 50.6107219623 |
| 2007-12-01 | 50.5764369245 |
| 2008-01-01 | 51.3029820041 |
| 2008-02-01 | 50.8550884396 |
| 2008-03-01 | 50.7732978092 |
| 2008-04-01 | 51.1549692819 |
| 2008-05-01 | 51.1055161460 |
| 2008-06-01 | 51.2669695834 |
| 2008-07-01 | 51.5279174851 |
| 2008-08-01 | 51.6420382414 |
| 2008-09-01 | 51.8674229646 |
| 2008-10-01 | 51.5625252817 |
| 2008-11-01 | 51.4722816116 |
| 2008-12-01 | 51.4150298621 |
| 2009-01-01 | 51.8120344400 |
| 2009-02-01 | 51.7123241822 |
| 2009-03-01 | 51.7860369922 |
| 2009-04-01 | 51.8518315572 |
| 2009-05-01 | 51.4725415553 |
| 2009-06-01 | 51.9768829082 |
| 2009-07-01 | 51.7844993511 |
| 2009-08-01 | 51.7716126985 |
| 2009-09-01 | 51.7543437798 |
| 2009-10-01 | 51.9542374009 |
| 2009-11-01 | 51.9176912135 |
| 2009-12-01 | 51.7880236713 |
| 2010-01-01 | 51.9185027134 |
| 2010-02-01 | 51.9804701030 |
| 2010-03-01 | 52.1138358357 |
| 2010-04-01 | 52.0738946648 |
| 2010-05-01 | 52.1283523914 |
| 2010-06-01 | 52.1980094934 |
| 2010-07-01 | 52.2507358154 |
| 2010-08-01 | 52.2236683529 |
| 2010-09-01 | 52.2566077804 |
| 2010-10-01 | 52.4434304526 |
| 2010-11-01 | 52.5503398260 |
| 2010-12-01 | 52.6048298859 |
| 2011-01-01 | 52.5432065574 |
| 2011-02-01 | 52.6494679367 |
| 2011-03-01 | 52.6484766789 |
| 2011-04-01 | 52.3110584970 |
| 2011-05-01 | 52.4568452752 |
| 2011-06-01 | 52.7677751624 |
| 2011-07-01 | 52.6045727672 |
| 2011-08-01 | 52.7676741705 |
| 2011-09-01 | 52.7365754632 |
| 2011-10-01 | 52.7531051267 |
| 2011-11-01 | 52.6841932613 |
| 2011-12-01 | 52.6869612256 |
| 2012-01-01 | 52.2703995053 |
| 2012-02-01 | 53.2509534070 |
| 2012-03-01 | 52.7550405818 |
| 2012-04-01 | 52.6501700793 |
| 2012-05-01 | 52.2424582738 |
| 2012-06-01 | 52.2951439303 |
| 2012-07-01 | 52.3113211467 |
| 2012-08-01 | 52.2587155897 |
| 2012-09-01 | 52.3187296422 |
| 2012-10-01 | 52.0720419560 |
| 2012-11-01 | 52.0606406991 |
| 2012-12-01 | 52.3854982907 |
| 2013-01-01 | 51.5896530733 |
| 2013-02-01 | 51.9069882563 |
| 2013-03-01 | 51.8444279903 |
| 2013-04-01 | 51.5921752140 |
| 2013-05-01 | 51.6980023414 |
| 2013-06-01 | 51.6134160716 |
| 2013-07-01 | 51.6708023064 |
| 2013-08-01 | 51.6129986846 |
| 2013-09-01 | 51.6955986027 |
| 2013-10-01 | 51.7846740914 |
| 2013-11-01 | 52.0625699781 |
| 2013-12-01 | 52.0968769706 |
| 2014-01-01 | 52.1373197981 |
| 2014-02-01 | 52.1470922443 |
| 2014-03-01 | 52.1507792383 |
| 2014-04-01 | 52.1091587846 |
| 2014-05-01 | 51.9280809617 |
| 2014-06-01 | 51.9095489624 |
| 2014-07-01 | 52.0426692465 |
| 2014-08-01 | 52.0946395379 |
| 2014-09-01 | 52.1799926234 |
| 2014-10-01 | 51.9796247254 |
| 2014-11-01 | 51.9929465094 |
| 2014-12-01 | 51.9456435031 |
| 2015-01-01 | 51.7688453824 |
| 2015-02-01 | 51.5929766394 |
| 2015-03-01 | 51.4876115785 |
| 2015-04-01 | 51.9284920287 |
| 2015-05-01 | 52.0640684369 |
| 2015-06-01 | 52.0772018289 |
| 2015-07-01 | 51.9995888106 |
| 2015-08-01 | 51.9312519663 |
| 2015-09-01 | 51.8479997629 |
| 2015-10-01 | 52.1799368459 |
| 2015-11-01 | 52.1479764577 |
| 2015-12-01 | 52.1949634560 |
| 2016-01-01 | 52.9450950399 |
| 2016-02-01 | 52.6226484887 |
| 2016-03-01 | 52.6837808654 |
| 2016-04-01 | 52.9302437458 |
| 2016-05-01 | 53.3022671746 |
| 2016-06-01 | 52.8351988145 |
| 2016-07-01 | 53.1020156563 |
| 2016-08-01 | 53.4069681424 |
| 2016-09-01 | 53.0085148428 |
| 2016-10-01 | 53.1577807850 |
| 2016-11-01 | 53.1835422130 |
| 2016-12-01 | 53.4738838401 |
| 2017-01-01 | 53.2875296844 |
| 2017-02-01 | 53.4433191698 |
| 2017-03-01 | 53.2744308593 |
| 2017-04-01 | 53.2614123514 |
| 2017-05-01 | 53.4429528457 |
| 2017-06-01 | 53.4990947745 |
| 2017-07-01 | 53.6202730517 |
| 2017-08-01 | 53.5195143711 |
| 2017-09-01 | 53.7449633914 |
| 2017-10-01 | 53.6391823420 |
| 2017-11-01 | 53.7258738197 |
| 2017-12-01 | 53.6778058530 |
| 2018-01-01 | 53.8386443628 |
| 2018-02-01 | 53.9753168368 |
| 2018-03-01 | 54.0218498484 |
| 2018-04-01 | 54.2145644322 |
| 2018-05-01 | 54.0751661559 |
| 2018-06-01 | 54.3603001641 |
| 2018-07-01 | 54.2548005024 |
| 2018-08-01 | 54.3912924357 |
| 2018-09-01 | 54.4908595578 |
| 2018-10-01 | 54.4169598597 |
| 2018-11-01 | 54.4233613374 |
| 2018-12-01 | 54.8731427551 |
| 2019-01-01 | 54.7569747071 |
| 2019-02-01 | 54.9150416940 |
| 2019-03-01 | 55.1480011550 |
| 2019-04-01 | 55.3784136445 |
| 2019-05-01 | 54.5256639617 |
| 2019-06-01 | 55.1323563447 |
| 2019-07-01 | 55.4066081996 |
| 2019-08-01 | 55.4831733932 |
| 2019-09-01 | 55.3383535496 |
| 2019-10-01 | 55.3952636053 |
| 2019-11-01 | 55.5063843051 |
| 2019-12-01 | 55.1622267959 |
| 2020-01-01 | 55.9721895393 |
| 2020-02-01 | 55.5769025256 |
| 2020-03-01 | 55.3501822485 |
| 2020-04-01 | 46.8600120424 |
| 2020-05-01 | 47.4516538437 |
| 2020-06-01 | 49.4670015643 |
| 2020-07-01 | 50.6432195379 |
| 2020-08-01 | 51.1685268368 |
| 2020-09-01 | 51.1582565199 |
| 2020-10-01 | 51.1914787775 |
| 2020-11-01 | 50.8904786189 |
| 2020-12-01 | 49.4387561752 |
| 2021-01-01 | 50.5880607177 |
| 2021-02-01 | 50.0874497496 |
| 2021-03-01 | 50.9067908340 |
| 2021-04-01 | 50.6553922981 |
| 2021-05-01 | 50.7192677478 |
| 2021-06-01 | 50.7753661541 |
| 2021-07-01 | 50.4261145682 |
| 2021-08-01 | 49.9448192730 |
| 2021-09-01 | 49.5655610017 |
| 2021-10-01 | 50.5327830841 |
| 2021-11-01 | 50.7950810427 |
| 2021-12-01 | 51.0816985357 |
| 2022-01-01 | 51.0216195976 |
| 2022-02-01 | 50.8309793061 |
| 2022-03-01 | 50.6035739045 |
| 2022-04-01 | 50.9774553216 |
| 2022-05-01 | 51.1353907516 |
| 2022-06-01 | 51.1602909920 |
| 2022-07-01 | 51.6356265826 |
| 2022-08-01 | 51.6317107726 |
| 2022-09-01 | 51.6686573829 |
| 2022-10-01 | 51.7600951215 |
| 2022-11-01 | 51.7841714727 |
| 2022-12-01 | 51.8235999715 |
| 2023-01-01 | 51.9256845655 |
| 2023-02-01 | 52.3523177896 |
| 2023-03-01 | 52.4889753426 |
| 2023-04-01 | 52.5645623306 |
| 2023-05-01 | 52.5728244737 |
| 2023-06-01 | 52.8904456204 |
| 2023-07-01 | 52.9418916591 |
| 2023-08-01 | 52.9900137228 |
| 2023-09-01 | 53.2736443223 |
| 2023-10-01 | 53.3792203209 |
| 2023-11-01 | 53.6792555450 |
| 2023-12-01 | 53.8559293622 |
| 2024-01-01 | 54.0554192303 |
| 2024-02-01 | 54.0477166381 |
| 2024-03-01 | 54.4674516625 |
| 2024-04-01 | 54.6261368503 |
| 2024-05-01 | 54.7248096547 |
| 2024-06-01 | 54.7255741399 |
| 2024-07-01 | 54.7661418336 |
| 2024-08-01 | 55.1641953491 |
| 2024-09-01 | 55.3882230741 |
| 2024-10-01 | 55.2853568982 |
| 2024-11-01 | 55.4707576618 |
| 2024-12-01 | 55.6076304525 |
| 2025-01-01 | 55.6766394050 |
| 2025-02-01 | 55.5336941151 |
| 2025-03-01 | 55.4670203328 |
| 2025-04-01 | 55.7068049829 |
| 2025-05-01 | 55.9632004933 |
| 2025-06-01 | 56.1657301585 |
| 2025-07-01 | 56.4115061691 |
| 2025-08-01 | 56.7969891075 |
| 2025-09-01 | 56.4903599908 |
| 2025-10-01 | 56.7752358724 |
| 2025-11-01 | 56.7683353183 |
| 2025-12-01 | 56.7905071837 |
| 2026-01-01 | 57.8400584103 |
| 2026-02-01 | 57.5143791048 |
| 2026-03-01 | 57.5520191717 |
| 2026-04-01 | 57.5852990381 |
| 2026-05-01 | 57.3827670765 |
| 2026-06-01 | 57.6924410192 |
| 2026-07-01 | 57.7520021375 |
| 2026-08-01 | 57.7180939899 |