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 2026-07-01 |
| Last Updated | 2026-08-21 6:44 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 | 56.8422805253755 |
| 1990-02-01 | 56.8892027219323 |
| 1990-03-01 | 57.0289774698292 |
| 1990-04-01 | 57.7852600105085 |
| 1990-05-01 | 57.4954167540907 |
| 1990-06-01 | 57.1848466758010 |
| 1990-07-01 | 58.3805491322806 |
| 1990-08-01 | 58.8745444393955 |
| 1990-09-01 | 60.0804868930538 |
| 1990-10-01 | 59.0141968499727 |
| 1990-11-01 | 59.0203090606031 |
| 1990-12-01 | 58.4310071066200 |
| 1991-01-01 | 57.9873103717934 |
| 1991-02-01 | 58.6624372229874 |
| 1991-03-01 | 58.7492663850200 |
| 1991-04-01 | 58.5383864101552 |
| 1991-05-01 | 59.0047247273376 |
| 1991-06-01 | 58.5581208359619 |
| 1991-07-01 | 57.1202994838809 |
| 1991-08-01 | 57.1111215683250 |
| 1991-09-01 | 58.6171873411948 |
| 1991-10-01 | 59.9777285430682 |
| 1991-11-01 | 60.7646400516452 |
| 1991-12-01 | 59.8850837942844 |
| 1992-01-01 | 60.4039823357518 |
| 1992-02-01 | 60.0354293445399 |
| 1992-03-01 | 60.0550493260144 |
| 1992-04-01 | 59.7783483790253 |
| 1992-05-01 | 60.1041440410357 |
| 1992-06-01 | 59.9289825638102 |
| 1992-07-01 | 59.9676701800268 |
| 1992-08-01 | 59.5441245096687 |
| 1992-09-01 | 60.0070540687397 |
| 1992-10-01 | 59.8500268735659 |
| 1992-11-01 | 60.1030089007778 |
| 1992-12-01 | 60.2686344920923 |
| 1993-01-01 | 60.4254442632385 |
| 1993-02-01 | 60.0171638871271 |
| 1993-03-01 | 60.2103012027390 |
| 1993-04-01 | 60.6208755621508 |
| 1993-05-01 | 60.8954797233954 |
| 1993-06-01 | 60.9734358413860 |
| 1993-07-01 | 61.4824459235368 |
| 1993-08-01 | 61.8770178768852 |
| 1993-09-01 | 61.7542596099373 |
| 1993-10-01 | 62.3775497064234 |
| 1993-11-01 | 62.1427152995304 |
| 1993-12-01 | 62.5244430129951 |
| 1994-01-01 | 62.9795198295539 |
| 1994-02-01 | 63.3668316164458 |
| 1994-03-01 | 63.5521210617296 |
| 1994-04-01 | 63.5692418765180 |
| 1994-05-01 | 63.4820970700797 |
| 1994-06-01 | 64.0135846890611 |
| 1994-07-01 | 63.5659408404802 |
| 1994-08-01 | 63.8603185508410 |
| 1994-09-01 | 63.5854514291583 |
| 1994-10-01 | 63.5561665111695 |
| 1994-11-01 | 63.5635387524624 |
| 1994-12-01 | 63.4229991355392 |
| 1995-01-01 | 64.0282687183322 |
| 1995-02-01 | 64.6253064215731 |
| 1995-03-01 | 64.7483247019630 |
| 1995-04-01 | 64.5825077974022 |
| 1995-05-01 | 64.6742376983243 |
| 1995-06-01 | 65.2192019954737 |
| 1995-07-01 | 66.1546876990817 |
| 1995-08-01 | 66.5427239636473 |
| 1995-09-01 | 61.0899745771967 |
| 1995-10-01 | 64.9670174356290 |
| 1995-11-01 | 65.0902954244285 |
| 1995-12-01 | 65.2852721268822 |
| 1996-01-01 | 64.0901992889441 |
| 1996-02-01 | 65.1701017910607 |
| 1996-03-01 | 65.6045734068748 |
| 1996-04-01 | 65.6442827785143 |
| 1996-05-01 | 66.0389312928573 |
| 1996-06-01 | 65.7675670937206 |
| 1996-07-01 | 65.1778266800502 |
| 1996-08-01 | 65.1985829169839 |
| 1996-09-01 | 65.5708293131616 |
| 1996-10-01 | 65.8480287646822 |
| 1996-11-01 | 65.7078184988383 |
| 1996-12-01 | 65.7946767434916 |
| 1997-01-01 | 64.9703905150263 |
| 1997-02-01 | 65.2965830820130 |
| 1997-03-01 | 64.7192326663164 |
| 1997-04-01 | 65.3855558993904 |
| 1997-05-01 | 64.5558156287347 |
| 1997-06-01 | 63.9897120590147 |
| 1997-07-01 | 63.2564658407841 |
| 1997-08-01 | 63.8182154665982 |
| 1997-09-01 | 65.6546645493766 |
| 1997-10-01 | 67.3288397982958 |
| 1997-11-01 | 67.4176866530768 |
| 1997-12-01 | 67.7895015705933 |
| 1998-01-01 | 67.9576498189837 |
| 1998-02-01 | 67.6884063767373 |
| 1998-03-01 | 67.9004586489748 |
| 1998-04-01 | 68.6680058591843 |
| 1998-05-01 | 68.2091935183053 |
| 1998-06-01 | 68.4139728878659 |
| 1998-07-01 | 68.0588128836660 |
| 1998-08-01 | 68.3200354581303 |
| 1998-09-01 | 68.8973463531282 |
| 1998-10-01 | 69.6360572573171 |
| 1998-11-01 | 69.5775460740138 |
| 1998-12-01 | 69.8750246197106 |
| 1999-01-01 | 69.1083178222684 |
| 1999-02-01 | 69.4433970659673 |
| 1999-03-01 | 69.7247266055613 |
| 1999-04-01 | 70.2039283728097 |
| 1999-05-01 | 72.2231661184009 |
| 1999-06-01 | 71.7471099863108 |
| 1999-07-01 | 72.0625214985514 |
| 1999-08-01 | 71.7493186036021 |
| 1999-09-01 | 71.1664325312591 |
| 1999-10-01 | 69.9522328673706 |
| 1999-11-01 | 70.1635537837418 |
| 1999-12-01 | 70.6573400221494 |
| 2000-01-01 | 71.5709551981347 |
| 2000-02-01 | 70.6932590689790 |
| 2000-03-01 | 71.2534502896282 |
| 2000-04-01 | 70.9477710715420 |
| 2000-05-01 | 71.5605849130984 |
| 2000-06-01 | 71.5393154718231 |
| 2000-07-01 | 71.6711542718014 |
| 2000-08-01 | 71.7198061712698 |
| 2000-09-01 | 70.9505593967317 |
| 2000-10-01 | 69.6257533399291 |
| 2000-11-01 | 69.1559817472883 |
| 2000-12-01 | 71.0483149564682 |
| 2001-01-01 | 72.8073112367485 |
| 2001-02-01 | 72.6936194342293 |
| 2001-03-01 | 72.7193936009617 |
| 2001-04-01 | 72.1876897384130 |
| 2001-05-01 | 72.0523544607680 |
| 2001-06-01 | 72.9255358056956 |
| 2001-07-01 | 72.6047787666354 |
| 2001-08-01 | 73.0381262481989 |
| 2001-09-01 | 73.0644428888958 |
| 2001-10-01 | 73.2808966089304 |
| 2001-11-01 | 73.7582700057532 |
| 2001-12-01 | 73.4092110403635 |
| 2002-01-01 | 73.6917741137732 |
| 2002-02-01 | 73.3793329312287 |
| 2002-03-01 | 73.5540637486485 |
| 2002-04-01 | 73.2723211963656 |
| 2002-05-01 | 73.6652730053415 |
| 2002-06-01 | 74.9328373909430 |
| 2002-07-01 | 75.9215194487563 |
| 2002-08-01 | 76.1561168268534 |
| 2002-09-01 | 76.4385146153930 |
| 2002-10-01 | 75.8162264286806 |
| 2002-11-01 | 76.1001848319631 |
| 2002-12-01 | 75.5912598055197 |
| 2003-01-01 | 75.6947884287572 |
| 2003-02-01 | 76.1206846785277 |
| 2003-03-01 | 76.9776526257211 |
| 2003-04-01 | 77.3813720732653 |
| 2003-05-01 | 77.6195005153502 |
| 2003-06-01 | 79.0275338112338 |
| 2003-07-01 | 77.7632839128561 |
| 2003-08-01 | 78.2503064023660 |
| 2003-09-01 | 77.7942737353304 |
| 2003-10-01 | 77.3111841867353 |
| 2003-11-01 | 77.4431903758249 |
| 2003-12-01 | 77.3671193962398 |
| 2004-01-01 | 72.1359707383221 |
| 2004-02-01 | 73.7843091377817 |
| 2004-03-01 | 74.9089262871004 |
| 2004-04-01 | 74.6527155179983 |
| 2004-05-01 | 73.6296119104310 |
| 2004-06-01 | 73.7061995933480 |
| 2004-07-01 | 73.5455245526498 |
| 2004-08-01 | 73.0383856762378 |
| 2004-09-01 | 73.7893741964881 |
| 2004-10-01 | 74.0738102971189 |
| 2004-11-01 | 73.5573138377615 |
| 2004-12-01 | 74.6634380999914 |
| 2005-01-01 | 74.2365542834611 |
| 2005-02-01 | 74.2608547695888 |
| 2005-03-01 | 73.9430075605710 |
| 2005-04-01 | 75.3747790504941 |
| 2005-05-01 | 74.4898283648174 |
| 2005-06-01 | 73.0394389175123 |
| 2005-07-01 | 73.6922458158713 |
| 2005-08-01 | 72.1850399833560 |
| 2005-09-01 | 74.3292232801882 |
| 2005-10-01 | 75.1068841266473 |
| 2005-11-01 | 75.5066177257885 |
| 2005-12-01 | 75.4456160970298 |
| 2006-01-01 | 74.5643698962994 |
| 2006-02-01 | 74.6940392281886 |
| 2006-03-01 | 74.3227410387096 |
| 2006-04-01 | 74.5892897524455 |
| 2006-05-01 | 74.8616624280949 |
| 2006-06-01 | 74.6957139658548 |
| 2006-07-01 | 74.3603093466169 |
| 2006-08-01 | 73.4485351875296 |
| 2006-09-01 | 75.6438550898226 |
| 2006-10-01 | 75.3272368217136 |
| 2006-11-01 | 75.6519574126960 |
| 2006-12-01 | 74.9950350520378 |
| 2007-01-01 | 75.9208747457410 |
| 2007-02-01 | 75.3154804796034 |
| 2007-03-01 | 77.5023437497293 |
| 2007-04-01 | 75.7462943562533 |
| 2007-05-01 | 76.4774975156942 |
| 2007-06-01 | 76.1029905990426 |
| 2007-07-01 | 76.8891399091654 |
| 2007-08-01 | 76.5124335877534 |
| 2007-09-01 | 77.0080669441450 |
| 2007-10-01 | 77.6230586308513 |
| 2007-11-01 | 77.2669859688689 |
| 2007-12-01 | 77.3665064080626 |
| 2008-01-01 | 76.6458240973238 |
| 2008-02-01 | 78.2683735256755 |
| 2008-03-01 | 78.1470731115995 |
| 2008-04-01 | 78.5511268586655 |
| 2008-05-01 | 78.1058159043620 |
| 2008-06-01 | 77.6990495602297 |
| 2008-07-01 | 78.4748069904940 |
| 2008-08-01 | 78.5683512490582 |
| 2008-09-01 | 78.9027836299399 |
| 2008-10-01 | 78.8110183819369 |
| 2008-11-01 | 79.0686214480941 |
| 2008-12-01 | 79.5961562253184 |
| 2009-01-01 | 79.7550763679004 |
| 2009-02-01 | 79.7382556930801 |
| 2009-03-01 | 79.0209527065651 |
| 2009-04-01 | 78.6116109159146 |
| 2009-05-01 | 78.5266673247110 |
| 2009-06-01 | 78.6687447865551 |
| 2009-07-01 | 80.2862656452536 |
| 2009-08-01 | 79.7818528893405 |
| 2009-09-01 | 78.3113011575464 |
| 2009-10-01 | 78.9397797444573 |
| 2009-11-01 | 79.0336449495453 |
| 2009-12-01 | 78.9996613817336 |
| 2010-01-01 | 79.1172283063167 |
| 2010-02-01 | 78.5716874612718 |
| 2010-03-01 | 78.4065624100799 |
| 2010-04-01 | 79.0996105577572 |
| 2010-05-01 | 79.0905700551356 |
| 2010-06-01 | 80.0436971125807 |
| 2010-07-01 | 80.9846682470625 |
| 2010-08-01 | 80.2586427432747 |
| 2010-09-01 | 78.4742833562176 |
| 2010-10-01 | 80.4971507713570 |
| 2010-11-01 | 80.5441347483029 |
| 2010-12-01 | 80.4664279143952 |
| 2011-01-01 | 79.0274415461195 |
| 2011-02-01 | 81.0570767783627 |
| 2011-03-01 | 81.7252243094139 |
| 2011-04-01 | 81.1505058078283 |
| 2011-05-01 | 82.2109101232660 |
| 2011-06-01 | 82.4287499058464 |
| 2011-07-01 | 82.2060855006508 |
| 2011-08-01 | 81.9294761146455 |
| 2011-09-01 | 81.4134472010289 |
| 2011-10-01 | 81.2504359768358 |
| 2011-11-01 | 81.4965380355534 |
| 2011-12-01 | 82.2650926789117 |
| 2012-01-01 | 81.3743001084900 |
| 2012-02-01 | 81.2953268059725 |
| 2012-03-01 | 83.4992075163469 |
| 2012-04-01 | 81.7921595459091 |
| 2012-05-01 | 81.7194841511262 |
| 2012-06-01 | 81.0199696997004 |
| 2012-07-01 | 80.5650542279356 |
| 2012-08-01 | 80.5067955471566 |
| 2012-09-01 | 81.1630982508371 |
| 2012-10-01 | 81.7488172270173 |
| 2012-11-01 | 80.9911555591679 |
| 2012-12-01 | 80.9845314081621 |
| 2013-01-01 | 81.1850848254444 |
| 2013-02-01 | 81.4890146902318 |
| 2013-03-01 | 83.3338532557468 |
| 2013-04-01 | 81.2480544797347 |
| 2013-05-01 | 80.7021403384366 |
| 2013-06-01 | 80.9461757802915 |
| 2013-07-01 | 81.3417779591350 |
| 2013-08-01 | 81.0031736841482 |
| 2013-09-01 | 82.4034544648891 |
| 2013-10-01 | 81.7891499379776 |
| 2013-11-01 | 82.3133218917430 |
| 2013-12-01 | 81.7197548460297 |
| 2014-01-01 | 81.8584230166271 |
| 2014-02-01 | 81.8376773648578 |
| 2014-03-01 | 81.6382122173333 |
| 2014-04-01 | 83.4772275113356 |
| 2014-05-01 | 82.9703493266990 |
| 2014-06-01 | 83.4082476796906 |
| 2014-07-01 | 83.8466811919368 |
| 2014-08-01 | 84.6124589148685 |
| 2014-09-01 | 84.1865544791231 |
| 2014-10-01 | 83.9005289338166 |
| 2014-11-01 | 84.4841296353133 |
| 2014-12-01 | 84.0767821243774 |
| 2015-01-01 | 85.6095820123159 |
| 2015-02-01 | 84.5787132181057 |
| 2015-03-01 | 84.5397042302724 |
| 2015-04-01 | 84.6165564950751 |
| 2015-05-01 | 84.2744231170874 |
| 2015-06-01 | 84.8961492666079 |
| 2015-07-01 | 84.9134236828733 |
| 2015-08-01 | 84.4625198391749 |
| 2015-09-01 | 83.9075892027798 |
| 2015-10-01 | 84.4783577427867 |
| 2015-11-01 | 84.5194739954429 |
| 2015-12-01 | 84.5259533139732 |
| 2016-01-01 | 85.4516948399408 |
| 2016-02-01 | 85.0593015365205 |
| 2016-03-01 | 84.9486758413130 |
| 2016-04-01 | 85.9964518053378 |
| 2016-05-01 | 86.4266624616169 |
| 2016-06-01 | 86.8473490149598 |
| 2016-07-01 | 87.5801658787315 |
| 2016-08-01 | 87.7359970166952 |
| 2016-09-01 | 87.7139501722201 |
| 2016-10-01 | 87.5221993979231 |
| 2016-11-01 | 87.4208414847846 |
| 2016-12-01 | 87.5454717064968 |
| 2017-01-01 | 87.3181725277007 |
| 2017-02-01 | 87.3958087989730 |
| 2017-03-01 | 87.3835777619696 |
| 2017-04-01 | 86.7212152752535 |
| 2017-05-01 | 87.0958722085191 |
| 2017-06-01 | 84.7010252634393 |
| 2017-07-01 | 86.7526922717190 |
| 2017-08-01 | 85.8420026799107 |
| 2017-09-01 | 86.8364576253390 |
| 2017-10-01 | 86.6702784315097 |
| 2017-11-01 | 87.2743479766298 |
| 2017-12-01 | 88.0505901914016 |
| 2018-01-01 | 87.1246320355340 |
| 2018-02-01 | 87.8122959425085 |
| 2018-03-01 | 87.7171021316625 |
| 2018-04-01 | 87.7273959123336 |
| 2018-05-01 | 87.8891271546561 |
| 2018-06-01 | 87.3580792813334 |
| 2018-07-01 | 87.2906119576588 |
| 2018-08-01 | 87.9095319023251 |
| 2018-09-01 | 88.0599513507338 |
| 2018-10-01 | 88.2675031833598 |
| 2018-11-01 | 87.3968615738846 |
| 2018-12-01 | 86.4332582224012 |
| 2019-01-01 | 88.1917345787885 |
| 2019-02-01 | 87.4414639866957 |
| 2019-03-01 | 88.3511423501329 |
| 2019-04-01 | 88.0149732309070 |
| 2019-05-01 | 87.3181153239444 |
| 2019-06-01 | 86.5727833521651 |
| 2019-07-01 | 84.6752851130343 |
| 2019-08-01 | 85.4918971968258 |
| 2019-09-01 | 86.6559203324428 |
| 2019-10-01 | 87.1671864062254 |
| 2019-11-01 | 87.3509929593401 |
| 2019-12-01 | 87.4033103766833 |
| 2020-01-01 | 86.8377176915069 |
| 2020-02-01 | 88.3773908792574 |
| 2020-03-01 | 87.5215784129470 |
| 2020-04-01 | 80.9713663428988 |
| 2020-05-01 | 80.3221151204376 |
| 2020-06-01 | 81.5576616692280 |
| 2020-07-01 | 81.0699104939736 |
| 2020-08-01 | 81.0033546150566 |
| 2020-09-01 | 78.2868687186972 |
| 2020-10-01 | 77.9038289330571 |
| 2020-11-01 | 79.0236240546091 |
| 2020-12-01 | 75.3486594399298 |
| 2021-01-01 | 77.3784760708307 |
| 2021-02-01 | 75.4066502008086 |
| 2021-03-01 | 81.3716647920890 |
| 2021-04-01 | 80.9113454369804 |
| 2021-05-01 | 83.2112652590771 |
| 2021-06-01 | 82.7462184258333 |
| 2021-07-01 | 82.5901773585256 |
| 2021-08-01 | 83.5040344455900 |
| 2021-09-01 | 82.1643545107976 |
| 2021-10-01 | 83.7770293429104 |
| 2021-11-01 | 84.2431142013855 |
| 2021-12-01 | 84.6059510722331 |
| 2022-01-01 | 83.1081082675635 |
| 2022-02-01 | 84.9998435444434 |
| 2022-03-01 | 85.2449021329675 |
| 2022-04-01 | 86.3288132756782 |
| 2022-05-01 | 86.7455863061571 |
| 2022-06-01 | 86.1060352479673 |
| 2022-07-01 | 86.4763585118264 |
| 2022-08-01 | 88.0232352047150 |
| 2022-09-01 | 87.6732427704149 |
| 2022-10-01 | 87.7732602394706 |
| 2022-11-01 | 87.9909929580051 |
| 2022-12-01 | 88.2961564975847 |
| 2023-01-01 | 87.1828945989170 |
| 2023-02-01 | 88.5517452087357 |
| 2023-03-01 | 90.3289169897454 |
| 2023-04-01 | 89.1502246150472 |
| 2023-05-01 | 89.3902256080265 |
| 2023-06-01 | 89.0840714729508 |
| 2023-07-01 | 89.2460332121639 |
| 2023-08-01 | 90.1695499804460 |
| 2023-09-01 | 90.3277053354468 |
| 2023-10-01 | 89.8466193056318 |
| 2023-11-01 | 90.3819071156757 |
| 2023-12-01 | 90.9953697654188 |
| 2024-01-01 | 86.5103200149253 |
| 2024-02-01 | 90.0333582541449 |
| 2024-03-01 | 86.4807971940463 |
| 2024-04-01 | 86.3907396844982 |
| 2024-05-01 | 86.5352867548481 |
| 2024-06-01 | 87.0083411835071 |
| 2024-07-01 | 86.8143573091825 |
| 2024-08-01 | 85.3492971348100 |
| 2024-09-01 | 85.9352861583134 |
| 2024-10-01 | 85.6006992711814 |
| 2024-11-01 | 85.6263380786507 |
| 2024-12-01 | 85.0938083042372 |
| 2025-01-01 | 86.1101234349650 |
| 2025-02-01 | 87.4988264315308 |
| 2025-03-01 | 86.5074951920967 |
| 2025-04-01 | 86.0297572518889 |
| 2025-05-01 | 85.5968612930777 |
| 2025-06-01 | 90.2162849638684 |
| 2025-07-01 | 87.0537419850630 |
| 2025-08-01 | 87.0078601395488 |
| 2025-09-01 | 87.0019600806296 |
| 2025-10-01 | 87.3870830486413 |
| 2025-11-01 | 87.3696234135239 |
| 2025-12-01 | 87.5856477423925 |
| 2026-01-01 | 88.5599267342478 |
| 2026-02-01 | 87.1249658358769 |
| 2026-03-01 | 87.7369306657734 |
| 2026-04-01 | 87.6717569337277 |
| 2026-05-01 | 87.3864838541036 |
| 2026-06-01 | 87.3865376420411 |
| 2026-07-01 | 87.7001312884215 |