Table Data - All Employees: Education and Health Services: Private Educational Services in Philadelphia, PA (MD)
| Title | All Employees: Education and Health Services: Private Educational Services in Philadelphia, PA (MD) |
|---|---|
| Series ID | SMU42379646561000001SA |
| 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 10:36 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 | 56.8422805784 |
| 1990-02-01 | 56.8892029405 |
| 1990-03-01 | 57.0289777611 |
| 1990-04-01 | 57.7852603259 |
| 1990-05-01 | 57.4954174666 |
| 1990-06-01 | 57.1848469121 |
| 1990-07-01 | 58.3805488792 |
| 1990-08-01 | 58.8745438765 |
| 1990-09-01 | 60.0804864429 |
| 1990-10-01 | 59.0141962036 |
| 1990-11-01 | 59.0203086536 |
| 1990-12-01 | 58.4310071229 |
| 1991-01-01 | 57.9873104795 |
| 1991-02-01 | 58.6624376064 |
| 1991-03-01 | 58.7492669424 |
| 1991-04-01 | 58.5383870218 |
| 1991-05-01 | 59.0047256204 |
| 1991-06-01 | 58.5581210837 |
| 1991-07-01 | 57.1202990377 |
| 1991-08-01 | 57.1111206546 |
| 1991-09-01 | 58.6171864285 |
| 1991-10-01 | 59.9777274911 |
| 1991-11-01 | 60.7646393694 |
| 1991-12-01 | 59.8850839080 |
| 1992-01-01 | 60.4039825397 |
| 1992-02-01 | 60.0354300050 |
| 1992-03-01 | 60.0550503770 |
| 1992-04-01 | 59.7783497667 |
| 1992-05-01 | 60.1041458806 |
| 1992-06-01 | 59.9289839662 |
| 1992-07-01 | 59.9676684624 |
| 1992-08-01 | 59.5441232897 |
| 1992-09-01 | 60.0070496165 |
| 1992-10-01 | 59.8500244120 |
| 1992-11-01 | 60.1030093751 |
| 1992-12-01 | 60.2686356528 |
| 1993-01-01 | 60.4254448872 |
| 1993-02-01 | 60.0171651222 |
| 1993-03-01 | 60.2103028862 |
| 1993-04-01 | 60.6208777409 |
| 1993-05-01 | 60.8954823845 |
| 1993-06-01 | 60.9734383585 |
| 1993-07-01 | 61.4824427273 |
| 1993-08-01 | 61.8770161312 |
| 1993-09-01 | 61.7542511910 |
| 1993-10-01 | 62.3775455678 |
| 1993-11-01 | 62.1427169982 |
| 1993-12-01 | 62.5244454065 |
| 1994-01-01 | 62.9795210085 |
| 1994-02-01 | 63.3668336021 |
| 1994-03-01 | 63.5521234736 |
| 1994-04-01 | 63.5692449988 |
| 1994-05-01 | 63.4821005729 |
| 1994-06-01 | 64.0135884138 |
| 1994-07-01 | 63.5659362238 |
| 1994-08-01 | 63.8603163284 |
| 1994-09-01 | 63.5854390672 |
| 1994-10-01 | 63.5561604798 |
| 1994-11-01 | 63.5635419991 |
| 1994-12-01 | 63.4230027853 |
| 1995-01-01 | 64.0282706045 |
| 1995-02-01 | 64.6253091442 |
| 1995-03-01 | 64.7483275813 |
| 1995-04-01 | 64.5825112331 |
| 1995-05-01 | 64.6742410950 |
| 1995-06-01 | 65.2192056329 |
| 1995-07-01 | 66.1546827602 |
| 1995-08-01 | 66.5427212406 |
| 1995-09-01 | 61.0899623974 |
| 1995-10-01 | 64.9670106506 |
| 1995-11-01 | 65.0902988019 |
| 1995-12-01 | 65.2852760640 |
| 1996-01-01 | 64.0902013763 |
| 1996-02-01 | 65.1701046636 |
| 1996-03-01 | 65.6045762440 |
| 1996-04-01 | 65.6442861957 |
| 1996-05-01 | 66.0389348477 |
| 1996-06-01 | 65.7675707379 |
| 1996-07-01 | 65.1778222269 |
| 1996-08-01 | 65.1985807122 |
| 1996-09-01 | 65.5708169349 |
| 1996-10-01 | 65.8480207249 |
| 1996-11-01 | 65.7078223854 |
| 1996-12-01 | 65.7946807316 |
| 1997-01-01 | 64.9703925825 |
| 1997-02-01 | 65.2965857601 |
| 1997-03-01 | 64.7192350166 |
| 1997-04-01 | 65.3855585356 |
| 1997-05-01 | 64.5558184449 |
| 1997-06-01 | 63.9897145093 |
| 1997-07-01 | 63.2564632058 |
| 1997-08-01 | 63.8182136159 |
| 1997-09-01 | 65.6546565806 |
| 1997-10-01 | 67.3288317114 |
| 1997-11-01 | 67.4176893107 |
| 1997-12-01 | 67.7895050858 |
| 1998-01-01 | 67.9576497579 |
| 1998-02-01 | 67.6884089428 |
| 1998-03-01 | 67.9004607235 |
| 1998-04-01 | 68.6680080136 |
| 1998-05-01 | 68.2091960332 |
| 1998-06-01 | 68.4139746851 |
| 1998-07-01 | 68.0588123979 |
| 1998-08-01 | 68.3200343910 |
| 1998-09-01 | 68.8973429886 |
| 1998-10-01 | 69.6360489245 |
| 1998-11-01 | 69.5775468258 |
| 1998-12-01 | 69.8750267384 |
| 1999-01-01 | 69.1083146931 |
| 1999-02-01 | 69.4433991225 |
| 1999-03-01 | 69.7247286103 |
| 1999-04-01 | 70.2039306048 |
| 1999-05-01 | 72.2231691174 |
| 1999-06-01 | 71.7471121239 |
| 1999-07-01 | 72.0625236774 |
| 1999-08-01 | 71.7493189368 |
| 1999-09-01 | 71.1664338621 |
| 1999-10-01 | 69.9522252127 |
| 1999-11-01 | 70.1635505417 |
| 1999-12-01 | 70.6573387776 |
| 2000-01-01 | 71.5709472415 |
| 2000-02-01 | 70.6932599964 |
| 2000-03-01 | 71.2534530313 |
| 2000-04-01 | 70.9477755672 |
| 2000-05-01 | 71.5605912590 |
| 2000-06-01 | 71.5393165493 |
| 2000-07-01 | 71.6711599553 |
| 2000-08-01 | 71.7198105150 |
| 2000-09-01 | 70.9505629241 |
| 2000-10-01 | 69.6257470112 |
| 2000-11-01 | 69.1559776152 |
| 2000-12-01 | 71.0483104447 |
| 2001-01-01 | 72.8072661332 |
| 2001-02-01 | 72.6936357092 |
| 2001-03-01 | 72.7194032826 |
| 2001-04-01 | 72.1876988981 |
| 2001-05-01 | 72.0523667327 |
| 2001-06-01 | 72.9255367918 |
| 2001-07-01 | 72.6047870756 |
| 2001-08-01 | 73.0381328092 |
| 2001-09-01 | 73.0644471870 |
| 2001-10-01 | 73.2808912852 |
| 2001-11-01 | 73.7582633448 |
| 2001-12-01 | 73.4092021101 |
| 2002-01-01 | 73.6916905700 |
| 2002-02-01 | 73.3793648827 |
| 2002-03-01 | 73.5540811262 |
| 2002-04-01 | 73.2723360770 |
| 2002-05-01 | 73.6652922401 |
| 2002-06-01 | 74.9328379520 |
| 2002-07-01 | 75.9215308460 |
| 2002-08-01 | 76.1561254319 |
| 2002-09-01 | 76.4385187054 |
| 2002-10-01 | 75.8162220087 |
| 2002-11-01 | 76.1001764627 |
| 2002-12-01 | 75.5912465709 |
| 2003-01-01 | 75.6946664454 |
| 2003-02-01 | 76.1207338164 |
| 2003-03-01 | 76.9776781518 |
| 2003-04-01 | 77.3813923822 |
| 2003-05-01 | 77.6195261044 |
| 2003-06-01 | 79.0275371345 |
| 2003-07-01 | 77.7632956418 |
| 2003-08-01 | 78.2503141680 |
| 2003-09-01 | 77.7942755722 |
| 2003-10-01 | 77.3111791956 |
| 2003-11-01 | 77.4431794903 |
| 2003-12-01 | 77.3671028888 |
| 2004-01-01 | 72.1358548494 |
| 2004-02-01 | 73.7843557639 |
| 2004-03-01 | 74.9089524030 |
| 2004-04-01 | 74.6527362239 |
| 2004-05-01 | 73.6296373774 |
| 2004-06-01 | 73.7062027042 |
| 2004-07-01 | 73.5455354395 |
| 2004-08-01 | 73.0383922210 |
| 2004-09-01 | 73.7893745725 |
| 2004-10-01 | 74.0738058450 |
| 2004-11-01 | 73.5573047828 |
| 2004-12-01 | 74.6634232472 |
| 2005-01-01 | 74.2364380727 |
| 2005-02-01 | 74.2609017474 |
| 2005-03-01 | 73.9430332750 |
| 2005-04-01 | 75.3747978636 |
| 2005-05-01 | 74.4898513257 |
| 2005-06-01 | 73.0394437894 |
| 2005-07-01 | 73.6922534867 |
| 2005-08-01 | 72.1850429213 |
| 2005-09-01 | 74.3292216756 |
| 2005-10-01 | 75.1068789452 |
| 2005-11-01 | 75.5066093922 |
| 2005-12-01 | 75.4456042928 |
| 2006-01-01 | 74.5642906263 |
| 2006-02-01 | 74.6940704516 |
| 2006-03-01 | 74.3227603830 |
| 2006-04-01 | 74.5893032591 |
| 2006-05-01 | 74.8616789320 |
| 2006-06-01 | 74.6957190162 |
| 2006-07-01 | 74.3603142175 |
| 2006-08-01 | 73.4485361657 |
| 2006-09-01 | 75.6438524774 |
| 2006-10-01 | 75.3272322827 |
| 2006-11-01 | 75.6519512781 |
| 2006-12-01 | 74.9950275476 |
| 2007-01-01 | 75.9208327853 |
| 2007-02-01 | 75.3154960430 |
| 2007-03-01 | 77.5023558213 |
| 2007-04-01 | 75.7463022284 |
| 2007-05-01 | 76.4775069824 |
| 2007-06-01 | 76.1029959852 |
| 2007-07-01 | 76.8891417200 |
| 2007-08-01 | 76.5124330494 |
| 2007-09-01 | 77.0080638571 |
| 2007-10-01 | 77.6230546840 |
| 2007-11-01 | 77.2669813482 |
| 2007-12-01 | 77.3665020614 |
| 2008-01-01 | 76.6458201891 |
| 2008-02-01 | 78.2683727047 |
| 2008-03-01 | 78.1470773930 |
| 2008-04-01 | 78.5511300080 |
| 2008-05-01 | 78.1058195224 |
| 2008-06-01 | 77.6990517771 |
| 2008-07-01 | 78.4748079417 |
| 2008-08-01 | 78.5683516302 |
| 2008-09-01 | 78.9027817746 |
| 2008-10-01 | 78.8110169458 |
| 2008-11-01 | 79.0686199471 |
| 2008-12-01 | 79.5961549839 |
| 2009-01-01 | 79.7550746274 |
| 2009-02-01 | 79.7382555687 |
| 2009-03-01 | 79.0209550213 |
| 2009-04-01 | 78.6116117669 |
| 2009-05-01 | 78.5266682103 |
| 2009-06-01 | 78.6687453165 |
| 2009-07-01 | 80.2862655459 |
| 2009-08-01 | 79.7818530812 |
| 2009-09-01 | 78.3113000304 |
| 2009-10-01 | 78.9397795050 |
| 2009-11-01 | 79.0336448229 |
| 2009-12-01 | 78.9996613675 |
| 2010-01-01 | 79.1172276991 |
| 2010-02-01 | 78.5716875405 |
| 2010-03-01 | 78.4065633012 |
| 2010-04-01 | 79.0996106257 |
| 2010-05-01 | 79.0905701172 |
| 2010-06-01 | 80.0436971327 |
| 2010-07-01 | 80.9846680599 |
| 2010-08-01 | 80.2586431752 |
| 2010-09-01 | 78.4742825178 |
| 2010-10-01 | 80.4971508704 |
| 2010-11-01 | 80.5441348554 |
| 2010-12-01 | 80.4664280354 |
| 2011-01-01 | 79.0274413621 |
| 2011-02-01 | 81.0570769715 |
| 2011-03-01 | 81.7252236685 |
| 2011-04-01 | 81.1505064027 |
| 2011-05-01 | 82.2109103052 |
| 2011-06-01 | 82.4287500201 |
| 2011-07-01 | 82.2060853620 |
| 2011-08-01 | 81.9294767974 |
| 2011-09-01 | 81.4134463784 |
| 2011-10-01 | 81.2504358497 |
| 2011-11-01 | 81.4965379367 |
| 2011-12-01 | 82.2650926714 |
| 2012-01-01 | 81.3743001196 |
| 2012-02-01 | 81.2953271438 |
| 2012-03-01 | 83.4992063782 |
| 2012-04-01 | 81.7921608143 |
| 2012-05-01 | 81.7194845046 |
| 2012-06-01 | 81.0199698829 |
| 2012-07-01 | 80.5650541095 |
| 2012-08-01 | 80.5067963284 |
| 2012-09-01 | 81.1630972635 |
| 2012-10-01 | 81.7488165545 |
| 2012-11-01 | 80.9911549128 |
| 2012-12-01 | 80.9845308779 |
| 2013-01-01 | 81.1850842409 |
| 2013-02-01 | 81.4890147599 |
| 2013-03-01 | 83.3338549820 |
| 2013-04-01 | 81.2480562217 |
| 2013-05-01 | 80.7021407145 |
| 2013-06-01 | 80.9461759319 |
| 2013-07-01 | 81.3417777808 |
| 2013-08-01 | 81.0031744254 |
| 2013-09-01 | 82.4034531945 |
| 2013-10-01 | 81.7891484796 |
| 2013-11-01 | 82.3133202834 |
| 2013-12-01 | 81.7197532215 |
| 2014-01-01 | 81.8584210864 |
| 2014-02-01 | 81.8376765339 |
| 2014-03-01 | 81.6382170760 |
| 2014-04-01 | 83.4772295306 |
| 2014-05-01 | 82.9703509608 |
| 2014-06-01 | 83.4082505860 |
| 2014-07-01 | 83.8466857728 |
| 2014-08-01 | 84.6124468501 |
| 2014-09-01 | 84.1865581571 |
| 2014-10-01 | 83.9005312627 |
| 2014-11-01 | 84.4841303865 |
| 2014-12-01 | 84.0767658378 |
| 2015-01-01 | 85.6095804326 |
| 2015-02-01 | 84.5787123573 |
| 2015-03-01 | 84.5397132764 |
| 2015-04-01 | 84.6165598385 |
| 2015-05-01 | 84.2744273317 |
| 2015-06-01 | 84.8961556793 |
| 2015-07-01 | 84.9134325961 |
| 2015-08-01 | 84.4624926584 |
| 2015-09-01 | 83.9075950839 |
| 2015-10-01 | 84.4783628638 |
| 2015-11-01 | 84.5194808422 |
| 2015-12-01 | 84.5259126691 |
| 2016-01-01 | 85.4517063211 |
| 2016-02-01 | 85.0593116283 |
| 2016-03-01 | 84.9486929581 |
| 2016-04-01 | 85.9964574903 |
| 2016-05-01 | 86.4266622073 |
| 2016-06-01 | 86.8473419175 |
| 2016-07-01 | 87.5801624929 |
| 2016-08-01 | 87.7359821967 |
| 2016-09-01 | 87.7139319976 |
| 2016-10-01 | 87.5221912135 |
| 2016-11-01 | 87.4208554836 |
| 2016-12-01 | 87.5454213000 |
| 2017-01-01 | 87.3182230746 |
| 2017-02-01 | 87.3958553173 |
| 2017-03-01 | 87.3836198720 |
| 2017-04-01 | 86.7212366608 |
| 2017-05-01 | 87.0958645828 |
| 2017-06-01 | 84.7009862456 |
| 2017-07-01 | 86.7526396477 |
| 2017-08-01 | 85.8419621740 |
| 2017-09-01 | 86.8363451603 |
| 2017-10-01 | 86.6701921025 |
| 2017-11-01 | 87.2743808542 |
| 2017-12-01 | 88.0505819013 |
| 2018-01-01 | 87.1247123261 |
| 2018-02-01 | 87.8127015592 |
| 2018-03-01 | 87.7172043716 |
| 2018-04-01 | 87.7274900705 |
| 2018-05-01 | 87.8886936216 |
| 2018-06-01 | 87.3580683030 |
| 2018-07-01 | 87.2905474679 |
| 2018-08-01 | 87.9094918147 |
| 2018-09-01 | 88.0594529169 |
| 2018-10-01 | 88.2673901176 |
| 2018-11-01 | 87.3969713693 |
| 2018-12-01 | 86.4333579901 |
| 2019-01-01 | 88.1922119630 |
| 2019-02-01 | 87.4421951699 |
| 2019-03-01 | 88.3512025958 |
| 2019-04-01 | 88.0150089116 |
| 2019-05-01 | 87.3171691026 |
| 2019-06-01 | 86.5727900961 |
| 2019-07-01 | 84.6752386202 |
| 2019-08-01 | 85.4918779578 |
| 2019-09-01 | 86.6551054248 |
| 2019-10-01 | 87.1670152150 |
| 2019-11-01 | 87.3510359256 |
| 2019-12-01 | 87.4032769908 |
| 2020-01-01 | 86.8402269241 |
| 2020-02-01 | 88.3779850147 |
| 2020-03-01 | 87.5213574717 |
| 2020-04-01 | 80.9708470175 |
| 2020-05-01 | 80.3203984131 |
| 2020-06-01 | 81.5574916493 |
| 2020-07-01 | 81.0699433392 |
| 2020-08-01 | 81.0036363487 |
| 2020-09-01 | 78.2861990553 |
| 2020-10-01 | 77.9039749228 |
| 2020-11-01 | 79.0238806338 |
| 2020-12-01 | 75.3487618051 |
| 2021-01-01 | 77.3827227051 |
| 2021-02-01 | 75.4066941391 |
| 2021-03-01 | 81.3706641037 |
| 2021-04-01 | 80.9094968208 |
| 2021-05-01 | 83.2079742719 |
| 2021-06-01 | 82.7445402183 |
| 2021-07-01 | 82.5888871502 |
| 2021-08-01 | 83.5117987716 |
| 2021-09-01 | 82.1630769035 |
| 2021-10-01 | 83.7767719527 |
| 2021-11-01 | 84.2432165946 |
| 2021-12-01 | 84.6065420052 |
| 2022-01-01 | 83.1143214700 |
| 2022-02-01 | 84.9989841154 |
| 2022-03-01 | 85.2437914579 |
| 2022-04-01 | 86.3268537642 |
| 2022-05-01 | 86.7332337866 |
| 2022-06-01 | 86.1031961162 |
| 2022-07-01 | 86.4762684733 |
| 2022-08-01 | 88.0415017921 |
| 2022-09-01 | 87.6729605927 |
| 2022-10-01 | 87.7737877316 |
| 2022-11-01 | 87.9915090302 |
| 2022-12-01 | 88.2973507264 |
| 2023-01-01 | 87.1889113708 |
| 2023-02-01 | 88.5489512172 |
| 2023-03-01 | 90.3262779904 |
| 2023-04-01 | 89.1467536262 |
| 2023-05-01 | 89.3667350460 |
| 2023-06-01 | 89.0775561286 |
| 2023-07-01 | 89.2524542703 |
| 2023-08-01 | 90.2067106018 |
| 2023-09-01 | 90.3257598949 |
| 2023-10-01 | 89.8479076316 |
| 2023-11-01 | 90.3821095469 |
| 2023-12-01 | 90.9972462571 |
| 2024-01-01 | 86.5143742238 |
| 2024-02-01 | 90.0270072379 |
| 2024-03-01 | 86.4747916138 |
| 2024-04-01 | 86.3838902286 |
| 2024-05-01 | 86.5010889285 |
| 2024-06-01 | 87.0006654712 |
| 2024-07-01 | 86.8408931878 |
| 2024-08-01 | 85.4021071838 |
| 2024-09-01 | 85.9268941343 |
| 2024-10-01 | 85.6027154578 |
| 2024-11-01 | 85.6257746221 |
| 2024-12-01 | 85.0954682816 |
| 2025-01-01 | 86.1101422370 |
| 2025-02-01 | 87.4893433636 |
| 2025-03-01 | 86.4960794303 |
| 2025-04-01 | 86.0167627557 |
| 2025-05-01 | 85.5553659499 |
| 2025-06-01 | 90.2051601126 |
| 2025-07-01 | 87.1017785717 |
| 2025-08-01 | 87.0894861477 |
| 2025-09-01 | 86.9861031268 |
| 2025-10-01 | 87.3875682324 |
| 2025-11-01 | 87.3663812921 |
| 2025-12-01 | 87.5862104319 |
| 2026-01-01 | 88.5548075395 |
| 2026-02-01 | 87.1129550874 |
| 2026-03-01 | 87.7220189300 |
| 2026-04-01 | 87.6550208721 |
| 2026-05-01 | 87.3372077728 |
| 2026-06-01 | 87.3772250784 |
| 2026-07-01 | 87.6579091305 |
| 2026-08-01 | 87.8389982362 |
| 2026-09-01 | 88.1781166133 |