Table Data - All Employees: Education and Health Services: Private Educational Services in Montgomery County-Bucks County-Chester County, PA (MD)
| Title | All Employees: Education and Health Services: Private Educational Services in Montgomery County-Bucks County-Chester County, PA (MD) |
|---|---|
| Series ID | SMU42338746561000001SA |
| 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 2026-09-01 |
| Last Updated | 2026-10-20 10:34 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 | 10.6852320156 |
| 1990-02-01 | 9.6465031614 |
| 1990-03-01 | 13.0334096924 |
| 1990-04-01 | 9.8082268386 |
| 1990-05-01 | 9.8388732830 |
| 1990-06-01 | 10.1505296137 |
| 1990-07-01 | 10.5007509107 |
| 1990-08-01 | 10.5710134298 |
| 1990-09-01 | 10.4377983072 |
| 1990-10-01 | 10.7888281661 |
| 1990-11-01 | 10.4670301809 |
| 1990-12-01 | 11.4400129839 |
| 1991-01-01 | 11.7531787443 |
| 1991-02-01 | 11.7260188227 |
| 1991-03-01 | 11.6319741399 |
| 1991-04-01 | 11.7565116312 |
| 1991-05-01 | 11.9196709692 |
| 1991-06-01 | 11.8051935817 |
| 1991-07-01 | 11.5388150089 |
| 1991-08-01 | 11.1475567249 |
| 1991-09-01 | 11.5107485681 |
| 1991-10-01 | 11.1903441168 |
| 1991-11-01 | 10.9606363129 |
| 1991-12-01 | 10.7747575745 |
| 1992-01-01 | 10.5466826267 |
| 1992-02-01 | 10.6979296892 |
| 1992-03-01 | 10.6315505815 |
| 1992-04-01 | 10.5585418651 |
| 1992-05-01 | 9.8976472198 |
| 1992-06-01 | 10.6258161554 |
| 1992-07-01 | 10.4859895092 |
| 1992-08-01 | 10.9119396621 |
| 1992-09-01 | 10.7347395301 |
| 1992-10-01 | 10.9216202652 |
| 1992-11-01 | 10.8657723717 |
| 1992-12-01 | 10.8019889380 |
| 1993-01-01 | 10.5223590814 |
| 1993-02-01 | 10.4370396509 |
| 1993-03-01 | 10.2864379119 |
| 1993-04-01 | 10.6962555086 |
| 1993-05-01 | 10.3495892137 |
| 1993-06-01 | 11.2042261300 |
| 1993-07-01 | 11.8576009702 |
| 1993-08-01 | 12.6443786052 |
| 1993-09-01 | 12.0470952634 |
| 1993-10-01 | 12.2285450240 |
| 1993-11-01 | 12.4685344084 |
| 1993-12-01 | 12.5289024867 |
| 1994-01-01 | 13.0523610423 |
| 1994-02-01 | 12.9531589601 |
| 1994-03-01 | 13.3526759341 |
| 1994-04-01 | 12.9643089425 |
| 1994-05-01 | 13.1128405483 |
| 1994-06-01 | 13.0017163963 |
| 1994-07-01 | 13.1293624591 |
| 1994-08-01 | 13.9755683503 |
| 1994-09-01 | 12.6837023905 |
| 1994-10-01 | 12.8501903330 |
| 1994-11-01 | 12.6066707298 |
| 1994-12-01 | 12.7684336733 |
| 1995-01-01 | 12.5384792039 |
| 1995-02-01 | 12.8076844643 |
| 1995-03-01 | 12.6109195270 |
| 1995-04-01 | 12.4971341035 |
| 1995-05-01 | 12.4058366170 |
| 1995-06-01 | 12.1686853043 |
| 1995-07-01 | 7.5727101780 |
| 1995-08-01 | 7.5937094353 |
| 1995-09-01 | 15.9570649291 |
| 1995-10-01 | 15.4886903871 |
| 1995-11-01 | 15.4464784596 |
| 1995-12-01 | 15.3398986783 |
| 1996-01-01 | 14.9572482007 |
| 1996-02-01 | 14.6568034587 |
| 1996-03-01 | 14.6725750088 |
| 1996-04-01 | 15.3681550410 |
| 1996-05-01 | 15.8610988899 |
| 1996-06-01 | 14.6033913358 |
| 1996-07-01 | 14.6406597144 |
| 1996-08-01 | 14.1713354584 |
| 1996-09-01 | 16.8227660302 |
| 1996-10-01 | 16.4669553518 |
| 1996-11-01 | 16.7635053766 |
| 1996-12-01 | 16.7449973748 |
| 1997-01-01 | 16.5681083374 |
| 1997-02-01 | 16.5495913709 |
| 1997-03-01 | 16.4992651157 |
| 1997-04-01 | 15.9612026819 |
| 1997-05-01 | 17.9185926764 |
| 1997-06-01 | 19.0677939538 |
| 1997-07-01 | 17.1993038155 |
| 1997-08-01 | 17.7625151492 |
| 1997-09-01 | 17.8854859775 |
| 1997-10-01 | 18.6870004790 |
| 1997-11-01 | 18.7237748459 |
| 1997-12-01 | 18.5007789597 |
| 1998-01-01 | 18.5858756792 |
| 1998-02-01 | 19.0077926424 |
| 1998-03-01 | 19.1892343733 |
| 1998-04-01 | 18.9868303783 |
| 1998-05-01 | 19.1146333730 |
| 1998-06-01 | 18.6953723727 |
| 1998-07-01 | 16.4118693329 |
| 1998-08-01 | 19.0438371436 |
| 1998-09-01 | 19.3261228172 |
| 1998-10-01 | 19.6739864864 |
| 1998-11-01 | 19.4605551701 |
| 1998-12-01 | 19.1312706280 |
| 1999-01-01 | 19.2260800814 |
| 1999-02-01 | 19.1842884995 |
| 1999-03-01 | 18.5945401605 |
| 1999-04-01 | 19.5829914624 |
| 1999-05-01 | 18.5777362623 |
| 1999-06-01 | 18.6843304852 |
| 1999-07-01 | 15.5033371385 |
| 1999-08-01 | 16.7736385021 |
| 1999-09-01 | 17.0552419946 |
| 1999-10-01 | 19.5668262022 |
| 1999-11-01 | 19.5882068174 |
| 1999-12-01 | 20.2819079882 |
| 2000-01-01 | 16.3881030160 |
| 2000-02-01 | 18.2063561462 |
| 2000-03-01 | 16.6551547873 |
| 2000-04-01 | 17.1231765718 |
| 2000-05-01 | 16.6118665233 |
| 2000-06-01 | 17.0221416934 |
| 2000-07-01 | 16.4164379632 |
| 2000-08-01 | 16.9211971753 |
| 2000-09-01 | 18.1581732899 |
| 2000-10-01 | 18.0699047341 |
| 2000-11-01 | 18.9639722614 |
| 2000-12-01 | 21.8276823504 |
| 2001-01-01 | 19.7952006526 |
| 2001-02-01 | 20.0482160956 |
| 2001-03-01 | 20.7943285628 |
| 2001-04-01 | 20.6131273028 |
| 2001-05-01 | 22.9589634511 |
| 2001-06-01 | 23.0962220053 |
| 2001-07-01 | 22.5123737119 |
| 2001-08-01 | 22.6143111522 |
| 2001-09-01 | 22.1793524293 |
| 2001-10-01 | 21.5167381357 |
| 2001-11-01 | 22.0150399631 |
| 2001-12-01 | 22.5582549233 |
| 2002-01-01 | 23.1552611898 |
| 2002-02-01 | 23.6196899273 |
| 2002-03-01 | 23.6288139581 |
| 2002-04-01 | 22.9892777894 |
| 2002-05-01 | 23.7379847420 |
| 2002-06-01 | 24.2971487694 |
| 2002-07-01 | 22.1597476442 |
| 2002-08-01 | 22.7537252003 |
| 2002-09-01 | 22.6131682575 |
| 2002-10-01 | 22.7439611664 |
| 2002-11-01 | 23.2336207302 |
| 2002-12-01 | 23.2907652566 |
| 2003-01-01 | 21.1943693316 |
| 2003-02-01 | 20.9065197126 |
| 2003-03-01 | 21.1146663368 |
| 2003-04-01 | 21.4366987284 |
| 2003-05-01 | 21.8514981831 |
| 2003-06-01 | 21.7642675877 |
| 2003-07-01 | 22.4417210068 |
| 2003-08-01 | 21.9781642149 |
| 2003-09-01 | 21.9022271317 |
| 2003-10-01 | 22.1524734019 |
| 2003-11-01 | 21.8368926169 |
| 2003-12-01 | 22.0041522527 |
| 2004-01-01 | 24.0144961615 |
| 2004-02-01 | 22.3084661039 |
| 2004-03-01 | 23.0797860376 |
| 2004-04-01 | 23.3608754407 |
| 2004-05-01 | 23.5018406227 |
| 2004-06-01 | 23.8411510001 |
| 2004-07-01 | 24.6653365288 |
| 2004-08-01 | 24.3319526392 |
| 2004-09-01 | 24.9482466674 |
| 2004-10-01 | 24.8639934845 |
| 2004-11-01 | 25.2842972988 |
| 2004-12-01 | 24.9204132747 |
| 2005-01-01 | 25.0521844298 |
| 2005-02-01 | 25.3756168161 |
| 2005-03-01 | 24.7639903029 |
| 2005-04-01 | 24.7692367573 |
| 2005-05-01 | 25.8913130107 |
| 2005-06-01 | 25.2224725890 |
| 2005-07-01 | 24.8533827126 |
| 2005-08-01 | 24.7259402807 |
| 2005-09-01 | 24.9062932115 |
| 2005-10-01 | 26.8817349582 |
| 2005-11-01 | 25.9751667795 |
| 2005-12-01 | 25.2397747076 |
| 2006-01-01 | 24.8649401281 |
| 2006-02-01 | 24.7669443050 |
| 2006-03-01 | 24.1031918951 |
| 2006-04-01 | 25.1115325672 |
| 2006-05-01 | 25.4980259286 |
| 2006-06-01 | 24.9744976993 |
| 2006-07-01 | 25.0724514301 |
| 2006-08-01 | 25.4714085576 |
| 2006-09-01 | 25.1118475991 |
| 2006-10-01 | 24.8877812388 |
| 2006-11-01 | 24.9693722335 |
| 2006-12-01 | 24.9730404348 |
| 2007-01-01 | 25.2615631422 |
| 2007-02-01 | 25.0861620909 |
| 2007-03-01 | 25.2921197936 |
| 2007-04-01 | 24.5657195164 |
| 2007-05-01 | 24.7100515078 |
| 2007-06-01 | 24.8675928583 |
| 2007-07-01 | 25.4005221170 |
| 2007-08-01 | 25.2093271830 |
| 2007-09-01 | 24.6774136786 |
| 2007-10-01 | 26.0188735069 |
| 2007-11-01 | 25.1357553343 |
| 2007-12-01 | 25.2692414739 |
| 2008-01-01 | 25.1432916643 |
| 2008-02-01 | 25.6275415859 |
| 2008-03-01 | 25.4926136996 |
| 2008-04-01 | 26.0088090069 |
| 2008-05-01 | 25.7021387459 |
| 2008-06-01 | 25.9847601781 |
| 2008-07-01 | 26.1802990986 |
| 2008-08-01 | 26.3213494188 |
| 2008-09-01 | 25.9247144443 |
| 2008-10-01 | 26.0240049434 |
| 2008-11-01 | 26.1938068789 |
| 2008-12-01 | 27.1640411812 |
| 2009-01-01 | 26.2521774529 |
| 2009-02-01 | 26.0311117176 |
| 2009-03-01 | 25.6899017844 |
| 2009-04-01 | 26.4228098377 |
| 2009-05-01 | 26.3687542201 |
| 2009-06-01 | 26.4680961204 |
| 2009-07-01 | 26.1016040398 |
| 2009-08-01 | 25.9420869158 |
| 2009-09-01 | 26.4303494872 |
| 2009-10-01 | 26.2616069179 |
| 2009-11-01 | 26.3886651548 |
| 2009-12-01 | 26.4305444413 |
| 2010-01-01 | 26.4439098096 |
| 2010-02-01 | 26.2377291937 |
| 2010-03-01 | 26.3649860938 |
| 2010-04-01 | 26.2453233202 |
| 2010-05-01 | 26.2616164727 |
| 2010-06-01 | 25.8770916406 |
| 2010-07-01 | 26.0488298737 |
| 2010-08-01 | 25.7701171836 |
| 2010-09-01 | 25.6755427926 |
| 2010-10-01 | 26.2522729023 |
| 2010-11-01 | 25.5392468043 |
| 2010-12-01 | 25.5190999647 |
| 2011-01-01 | 25.1908571620 |
| 2011-02-01 | 25.5096217362 |
| 2011-03-01 | 25.3614059297 |
| 2011-04-01 | 25.0932489999 |
| 2011-05-01 | 25.4966875145 |
| 2011-06-01 | 25.7093602451 |
| 2011-07-01 | 25.4182416479 |
| 2011-08-01 | 25.8301642742 |
| 2011-09-01 | 25.5360081121 |
| 2011-10-01 | 25.3348931624 |
| 2011-11-01 | 25.5514766433 |
| 2011-12-01 | 25.5493441358 |
| 2012-01-01 | 25.6161374730 |
| 2012-02-01 | 25.4674510908 |
| 2012-03-01 | 26.1136412259 |
| 2012-04-01 | 25.6435681616 |
| 2012-05-01 | 26.0323779499 |
| 2012-06-01 | 25.3094133037 |
| 2012-07-01 | 25.0670629880 |
| 2012-08-01 | 24.3880856363 |
| 2012-09-01 | 25.1603397526 |
| 2012-10-01 | 25.1386425193 |
| 2012-11-01 | 25.0463185052 |
| 2012-12-01 | 25.0155823122 |
| 2013-01-01 | 25.0090260102 |
| 2013-02-01 | 24.9718147712 |
| 2013-03-01 | 24.6619579383 |
| 2013-04-01 | 24.5760495051 |
| 2013-05-01 | 24.6827303458 |
| 2013-06-01 | 24.8144704640 |
| 2013-07-01 | 25.2951714403 |
| 2013-08-01 | 25.2343427693 |
| 2013-09-01 | 25.4891513958 |
| 2013-10-01 | 25.6476876504 |
| 2013-11-01 | 25.8612664296 |
| 2013-12-01 | 25.9389020126 |
| 2014-01-01 | 26.2140665293 |
| 2014-02-01 | 26.0545670567 |
| 2014-03-01 | 26.4035962026 |
| 2014-04-01 | 26.8132670292 |
| 2014-05-01 | 26.4521903812 |
| 2014-06-01 | 26.4727997798 |
| 2014-07-01 | 26.4788928704 |
| 2014-08-01 | 26.6262407319 |
| 2014-09-01 | 27.0633519736 |
| 2014-10-01 | 26.8740459975 |
| 2014-11-01 | 26.8602938391 |
| 2014-12-01 | 26.8146352436 |
| 2015-01-01 | 26.6381264759 |
| 2015-02-01 | 26.5627914772 |
| 2015-03-01 | 26.4384825374 |
| 2015-04-01 | 26.4927371460 |
| 2015-05-01 | 26.5020142348 |
| 2015-06-01 | 26.7281215419 |
| 2015-07-01 | 26.5435909144 |
| 2015-08-01 | 26.4574841644 |
| 2015-09-01 | 26.4128436423 |
| 2015-10-01 | 26.7063516307 |
| 2015-11-01 | 26.7312148767 |
| 2015-12-01 | 26.7228744478 |
| 2016-01-01 | 26.6609683007 |
| 2016-02-01 | 26.8377250293 |
| 2016-03-01 | 26.9042665271 |
| 2016-04-01 | 27.1647870367 |
| 2016-05-01 | 26.9851690502 |
| 2016-06-01 | 26.8905356875 |
| 2016-07-01 | 27.3453869058 |
| 2016-08-01 | 27.3530058022 |
| 2016-09-01 | 27.2735011775 |
| 2016-10-01 | 27.1025440362 |
| 2016-11-01 | 27.0753969191 |
| 2016-12-01 | 27.0627653130 |
| 2017-01-01 | 26.9742663258 |
| 2017-02-01 | 27.2569343868 |
| 2017-03-01 | 27.3421945353 |
| 2017-04-01 | 27.3271492306 |
| 2017-05-01 | 27.5209313287 |
| 2017-06-01 | 27.3293074477 |
| 2017-07-01 | 27.1818096863 |
| 2017-08-01 | 27.0049544810 |
| 2017-09-01 | 27.3760861647 |
| 2017-10-01 | 27.2901139240 |
| 2017-11-01 | 27.3898348170 |
| 2017-12-01 | 27.4725583591 |
| 2018-01-01 | 27.1669527488 |
| 2018-02-01 | 27.3159373029 |
| 2018-03-01 | 27.2990746320 |
| 2018-04-01 | 27.3612374828 |
| 2018-05-01 | 27.1694340247 |
| 2018-06-01 | 27.4803268176 |
| 2018-07-01 | 27.4209808156 |
| 2018-08-01 | 27.5037102068 |
| 2018-09-01 | 27.3851304806 |
| 2018-10-01 | 27.4650880543 |
| 2018-11-01 | 27.3975130092 |
| 2018-12-01 | 27.4949661167 |
| 2019-01-01 | 27.8895171879 |
| 2019-02-01 | 28.0505516408 |
| 2019-03-01 | 28.1074868037 |
| 2019-04-01 | 28.1490839345 |
| 2019-05-01 | 27.9226126781 |
| 2019-06-01 | 27.8701927080 |
| 2019-07-01 | 28.0425894539 |
| 2019-08-01 | 27.9249564815 |
| 2019-09-01 | 28.2677269536 |
| 2019-10-01 | 28.4798181923 |
| 2019-11-01 | 28.5665504151 |
| 2019-12-01 | 28.5238915925 |
| 2020-01-01 | 28.6141455242 |
| 2020-02-01 | 28.5737267550 |
| 2020-03-01 | 27.8644353016 |
| 2020-04-01 | 22.8421544530 |
| 2020-05-01 | 23.1213705237 |
| 2020-06-01 | 25.0160665279 |
| 2020-07-01 | 25.3244270868 |
| 2020-08-01 | 25.8789004740 |
| 2020-09-01 | 26.1028649187 |
| 2020-10-01 | 26.0859159645 |
| 2020-11-01 | 26.2896956299 |
| 2020-12-01 | 25.1250755470 |
| 2021-01-01 | 26.2587867721 |
| 2021-02-01 | 25.9050994256 |
| 2021-03-01 | 26.8007370617 |
| 2021-04-01 | 27.1482518833 |
| 2021-05-01 | 27.6089883572 |
| 2021-06-01 | 27.8776577423 |
| 2021-07-01 | 27.9312724527 |
| 2021-08-01 | 27.9271424239 |
| 2021-09-01 | 27.7932650333 |
| 2021-10-01 | 28.0539529043 |
| 2021-11-01 | 28.3310775747 |
| 2021-12-01 | 28.6360346347 |
| 2022-01-01 | 28.7928578036 |
| 2022-02-01 | 28.7660263981 |
| 2022-03-01 | 28.9857682623 |
| 2022-04-01 | 29.1025238073 |
| 2022-05-01 | 29.4224812518 |
| 2022-06-01 | 29.0900946440 |
| 2022-07-01 | 29.3903719503 |
| 2022-08-01 | 29.3853115155 |
| 2022-09-01 | 29.3293961862 |
| 2022-10-01 | 29.4740148649 |
| 2022-11-01 | 29.5838202247 |
| 2022-12-01 | 29.6774977126 |
| 2023-01-01 | 30.3411943257 |
| 2023-02-01 | 29.9250404315 |
| 2023-03-01 | 29.9217761306 |
| 2023-04-01 | 30.0217731698 |
| 2023-05-01 | 30.4972409247 |
| 2023-06-01 | 30.3224648473 |
| 2023-07-01 | 30.1057625502 |
| 2023-08-01 | 30.1740640123 |
| 2023-09-01 | 30.4295565017 |
| 2023-10-01 | 30.3117354327 |
| 2023-11-01 | 30.3937495965 |
| 2023-12-01 | 30.4856460898 |
| 2024-01-01 | 30.0932784329 |
| 2024-02-01 | 30.4708742181 |
| 2024-03-01 | 30.5378676934 |
| 2024-04-01 | 30.6037070678 |
| 2024-05-01 | 30.6718685978 |
| 2024-06-01 | 30.5546180560 |
| 2024-07-01 | 30.5702850514 |
| 2024-08-01 | 30.5539582947 |
| 2024-09-01 | 30.7509805772 |
| 2024-10-01 | 30.6715981822 |
| 2024-11-01 | 30.6750297515 |
| 2024-12-01 | 30.6179336330 |
| 2025-01-01 | 30.7658931175 |
| 2025-02-01 | 31.1288129314 |
| 2025-03-01 | 30.9767196215 |
| 2025-04-01 | 31.1467642916 |
| 2025-05-01 | 30.9704713046 |
| 2025-06-01 | 31.1675817302 |
| 2025-07-01 | 31.1629738579 |
| 2025-08-01 | 31.3647334212 |
| 2025-09-01 | 31.6491706145 |
| 2025-10-01 | 31.8245472377 |
| 2025-11-01 | 31.9490468838 |
| 2025-12-01 | 32.1335824079 |
| 2026-01-01 | 32.9364815558 |
| 2026-02-01 | 32.1360798275 |
| 2026-03-01 | 32.3404782971 |
| 2026-04-01 | 32.1343463964 |
| 2026-05-01 | 32.3979987391 |
| 2026-06-01 | 32.6986611672 |
| 2026-07-01 | 32.9858027167 |
| 2026-08-01 | 33.1413872426 |
| 2026-09-01 | 32.9722997585 |