Table Data - All Employees: Education and Health Services: Private Education and Health Services in Philadelphia, PA (MD)
| Title | All Employees: Education and Health Services: Private Education and Health Services in Philadelphia, PA (MD) |
|---|---|
| Series ID | SMU42379646500000001SA |
| 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 2026-05-01 |
| Last Updated | 2026-06-24 10:01 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 | 178.092525219226 |
| 1990-02-01 | 178.610805656928 |
| 1990-03-01 | 179.227142111495 |
| 1990-04-01 | 179.047550132329 |
| 1990-05-01 | 179.665305579696 |
| 1990-06-01 | 180.266407397029 |
| 1990-07-01 | 181.868920983605 |
| 1990-08-01 | 182.483297421423 |
| 1990-09-01 | 183.377066237089 |
| 1990-10-01 | 182.811508628082 |
| 1990-11-01 | 183.419510644443 |
| 1990-12-01 | 182.823476435981 |
| 1991-01-01 | 184.539210521045 |
| 1991-02-01 | 185.505375622586 |
| 1991-03-01 | 186.030678692508 |
| 1991-04-01 | 186.479814814847 |
| 1991-05-01 | 186.531728458625 |
| 1991-06-01 | 187.193277693183 |
| 1991-07-01 | 186.696599591335 |
| 1991-08-01 | 187.369351656122 |
| 1991-09-01 | 189.076075798184 |
| 1991-10-01 | 190.051237756560 |
| 1991-11-01 | 190.894587756193 |
| 1991-12-01 | 190.794306029363 |
| 1992-01-01 | 192.309032633338 |
| 1992-02-01 | 192.343832047007 |
| 1992-03-01 | 192.811638363077 |
| 1992-04-01 | 193.927877229970 |
| 1992-05-01 | 194.702481598036 |
| 1992-06-01 | 194.971806287516 |
| 1992-07-01 | 195.052560935131 |
| 1992-08-01 | 194.907145657113 |
| 1992-09-01 | 194.933398096659 |
| 1992-10-01 | 195.192610695818 |
| 1992-11-01 | 195.663510073127 |
| 1992-12-01 | 195.994196886709 |
| 1993-01-01 | 196.640149245787 |
| 1993-02-01 | 196.119434628740 |
| 1993-03-01 | 196.280365894439 |
| 1993-04-01 | 196.082461107371 |
| 1993-05-01 | 196.680151589869 |
| 1993-06-01 | 197.107506282819 |
| 1993-07-01 | 197.825361839116 |
| 1993-08-01 | 198.300581801917 |
| 1993-09-01 | 197.391129625783 |
| 1993-10-01 | 199.191879617105 |
| 1993-11-01 | 198.964145923010 |
| 1993-12-01 | 199.652068658911 |
| 1994-01-01 | 200.035772985001 |
| 1994-02-01 | 200.414923500230 |
| 1994-03-01 | 200.645648687676 |
| 1994-04-01 | 201.121236301289 |
| 1994-05-01 | 201.409407765355 |
| 1994-06-01 | 201.800852344620 |
| 1994-07-01 | 201.609856709027 |
| 1994-08-01 | 201.774878283854 |
| 1994-09-01 | 201.883189762685 |
| 1994-10-01 | 201.569741586319 |
| 1994-11-01 | 201.584191318398 |
| 1994-12-01 | 200.477115109228 |
| 1995-01-01 | 202.204044554837 |
| 1995-02-01 | 203.650543648262 |
| 1995-03-01 | 204.224304957362 |
| 1995-04-01 | 201.677017649679 |
| 1995-05-01 | 203.087483213077 |
| 1995-06-01 | 203.327462462250 |
| 1995-07-01 | 203.611816056323 |
| 1995-08-01 | 204.131057857284 |
| 1995-09-01 | 200.232801165299 |
| 1995-10-01 | 203.718984115511 |
| 1995-11-01 | 204.061327013335 |
| 1995-12-01 | 203.809749461303 |
| 1996-01-01 | 201.873246944439 |
| 1996-02-01 | 204.150158983966 |
| 1996-03-01 | 205.241964904985 |
| 1996-04-01 | 205.077926910156 |
| 1996-05-01 | 205.524875458031 |
| 1996-06-01 | 205.503436627833 |
| 1996-07-01 | 206.026831024483 |
| 1996-08-01 | 206.077335079888 |
| 1996-09-01 | 206.708001361884 |
| 1996-10-01 | 207.350689975729 |
| 1996-11-01 | 208.276204301533 |
| 1996-12-01 | 207.726893580857 |
| 1997-01-01 | 205.887696095460 |
| 1997-02-01 | 206.427198422077 |
| 1997-03-01 | 205.868383081444 |
| 1997-04-01 | 206.466184644922 |
| 1997-05-01 | 205.764626210790 |
| 1997-06-01 | 205.936153687248 |
| 1997-07-01 | 206.371276384071 |
| 1997-08-01 | 207.067825248093 |
| 1997-09-01 | 208.584181600063 |
| 1997-10-01 | 209.523348995546 |
| 1997-11-01 | 210.108950824932 |
| 1997-12-01 | 210.737373607380 |
| 1998-01-01 | 211.398404441257 |
| 1998-02-01 | 211.442913052879 |
| 1998-03-01 | 211.767741693595 |
| 1998-04-01 | 212.593357031425 |
| 1998-05-01 | 212.550210637866 |
| 1998-06-01 | 212.255789661486 |
| 1998-07-01 | 211.906456798847 |
| 1998-08-01 | 212.228888447790 |
| 1998-09-01 | 211.964825450938 |
| 1998-10-01 | 212.822162990551 |
| 1998-11-01 | 213.050191701855 |
| 1998-12-01 | 213.301394471950 |
| 1999-01-01 | 212.848933126212 |
| 1999-02-01 | 213.439760133945 |
| 1999-03-01 | 214.053728185359 |
| 1999-04-01 | 214.665986457231 |
| 1999-05-01 | 217.226111258729 |
| 1999-06-01 | 216.878676264922 |
| 1999-07-01 | 216.884336657742 |
| 1999-08-01 | 216.373947628398 |
| 1999-09-01 | 216.433182914647 |
| 1999-10-01 | 216.378960312951 |
| 1999-11-01 | 216.920932409739 |
| 1999-12-01 | 217.692345998965 |
| 2000-01-01 | 219.644237563488 |
| 2000-02-01 | 218.681643282588 |
| 2000-03-01 | 219.057947951322 |
| 2000-04-01 | 219.006211571463 |
| 2000-05-01 | 219.673369801019 |
| 2000-06-01 | 219.211479942941 |
| 2000-07-01 | 220.408269068147 |
| 2000-08-01 | 222.047679344290 |
| 2000-09-01 | 221.190724330790 |
| 2000-10-01 | 220.950723931020 |
| 2000-11-01 | 219.866612431870 |
| 2000-12-01 | 221.639385101896 |
| 2001-01-01 | 223.811941130463 |
| 2001-02-01 | 223.703200158137 |
| 2001-03-01 | 223.731615099143 |
| 2001-04-01 | 223.462491290388 |
| 2001-05-01 | 223.489134494532 |
| 2001-06-01 | 224.436580475238 |
| 2001-07-01 | 224.178314727825 |
| 2001-08-01 | 225.353723581209 |
| 2001-09-01 | 224.544856516693 |
| 2001-10-01 | 224.797226398189 |
| 2001-11-01 | 224.994651029157 |
| 2001-12-01 | 224.655759293820 |
| 2002-01-01 | 224.510568602207 |
| 2002-02-01 | 224.625260707111 |
| 2002-03-01 | 225.191707031639 |
| 2002-04-01 | 225.495108132571 |
| 2002-05-01 | 226.372495911955 |
| 2002-06-01 | 227.660268368459 |
| 2002-07-01 | 228.113315644742 |
| 2002-08-01 | 228.641830941281 |
| 2002-09-01 | 229.374327403430 |
| 2002-10-01 | 229.380159095014 |
| 2002-11-01 | 229.676387636894 |
| 2002-12-01 | 228.922987695870 |
| 2003-01-01 | 231.783981457120 |
| 2003-02-01 | 231.530408255013 |
| 2003-03-01 | 232.100694670981 |
| 2003-04-01 | 231.817102202340 |
| 2003-05-01 | 231.576949458377 |
| 2003-06-01 | 232.130889373269 |
| 2003-07-01 | 231.534776820261 |
| 2003-08-01 | 231.801443454888 |
| 2003-09-01 | 231.401763460556 |
| 2003-10-01 | 231.018282249265 |
| 2003-11-01 | 231.235027125403 |
| 2003-12-01 | 231.091516909458 |
| 2004-01-01 | 225.824837814086 |
| 2004-02-01 | 227.032920699499 |
| 2004-03-01 | 228.772347059853 |
| 2004-04-01 | 228.737051000843 |
| 2004-05-01 | 228.334692219796 |
| 2004-06-01 | 228.216525471221 |
| 2004-07-01 | 229.098558664025 |
| 2004-08-01 | 229.242196943340 |
| 2004-09-01 | 229.093511948657 |
| 2004-10-01 | 229.640672515102 |
| 2004-11-01 | 229.472804162137 |
| 2004-12-01 | 230.526195041185 |
| 2005-01-01 | 229.299956578308 |
| 2005-02-01 | 229.684947909158 |
| 2005-03-01 | 229.583570266582 |
| 2005-04-01 | 231.473625813658 |
| 2005-05-01 | 231.233585764799 |
| 2005-06-01 | 230.467641726576 |
| 2005-07-01 | 231.613823739806 |
| 2005-08-01 | 231.983418259299 |
| 2005-09-01 | 233.873866014335 |
| 2005-10-01 | 234.730336463529 |
| 2005-11-01 | 235.830992037669 |
| 2005-12-01 | 236.153907038137 |
| 2006-01-01 | 235.922048868193 |
| 2006-02-01 | 236.315414017373 |
| 2006-03-01 | 236.313613776633 |
| 2006-04-01 | 236.875204549684 |
| 2006-05-01 | 237.437077171263 |
| 2006-06-01 | 238.151261337054 |
| 2006-07-01 | 238.344593698754 |
| 2006-08-01 | 238.403592113164 |
| 2006-09-01 | 239.898227030500 |
| 2006-10-01 | 239.997351791926 |
| 2006-11-01 | 240.285222326183 |
| 2006-12-01 | 240.073302139374 |
| 2007-01-01 | 241.568741914927 |
| 2007-02-01 | 241.347369056946 |
| 2007-03-01 | 244.390786196868 |
| 2007-04-01 | 242.764918148627 |
| 2007-05-01 | 243.681838682677 |
| 2007-06-01 | 244.192152308009 |
| 2007-07-01 | 244.743332257541 |
| 2007-08-01 | 245.164153557563 |
| 2007-09-01 | 244.881634826671 |
| 2007-10-01 | 246.374057677309 |
| 2007-11-01 | 246.357164754751 |
| 2007-12-01 | 246.852711294713 |
| 2008-01-01 | 245.443475554138 |
| 2008-02-01 | 248.032799301342 |
| 2008-03-01 | 248.072557706312 |
| 2008-04-01 | 249.443608800807 |
| 2008-05-01 | 249.248184981770 |
| 2008-06-01 | 249.155558145680 |
| 2008-07-01 | 249.990133365507 |
| 2008-08-01 | 250.894502322421 |
| 2008-09-01 | 251.755460373619 |
| 2008-10-01 | 251.829129890629 |
| 2008-11-01 | 252.668942367258 |
| 2008-12-01 | 253.626729379660 |
| 2009-01-01 | 254.115231763862 |
| 2009-02-01 | 254.358020854948 |
| 2009-03-01 | 253.476927190381 |
| 2009-04-01 | 252.663892198122 |
| 2009-05-01 | 252.437660091054 |
| 2009-06-01 | 252.791631107304 |
| 2009-07-01 | 253.857154857112 |
| 2009-08-01 | 252.982451827217 |
| 2009-09-01 | 251.450132819780 |
| 2009-10-01 | 252.358691863166 |
| 2009-11-01 | 252.458567440056 |
| 2009-12-01 | 252.206255157164 |
| 2010-01-01 | 253.239057930949 |
| 2010-02-01 | 252.445739049063 |
| 2010-03-01 | 253.181073699902 |
| 2010-04-01 | 253.996691037542 |
| 2010-05-01 | 255.524389965957 |
| 2010-06-01 | 256.338462117173 |
| 2010-07-01 | 257.243089128151 |
| 2010-08-01 | 257.498938889430 |
| 2010-09-01 | 255.648137165914 |
| 2010-10-01 | 258.698728819178 |
| 2010-11-01 | 258.993188011441 |
| 2010-12-01 | 259.395885260050 |
| 2011-01-01 | 258.904645018757 |
| 2011-02-01 | 260.129192409266 |
| 2011-03-01 | 261.093596206239 |
| 2011-04-01 | 260.794015260028 |
| 2011-05-01 | 261.087813057291 |
| 2011-06-01 | 261.126054395379 |
| 2011-07-01 | 261.435325406659 |
| 2011-08-01 | 261.355323412484 |
| 2011-09-01 | 260.979381777681 |
| 2011-10-01 | 260.433135208925 |
| 2011-11-01 | 260.948121067451 |
| 2011-12-01 | 261.830208206572 |
| 2012-01-01 | 261.711016846155 |
| 2012-02-01 | 261.911141096216 |
| 2012-03-01 | 264.272647518766 |
| 2012-04-01 | 262.881251066092 |
| 2012-05-01 | 262.804193980016 |
| 2012-06-01 | 262.724655876204 |
| 2012-07-01 | 262.331712785819 |
| 2012-08-01 | 262.551556460443 |
| 2012-09-01 | 263.162436587070 |
| 2012-10-01 | 263.910660546342 |
| 2012-11-01 | 263.462183600054 |
| 2012-12-01 | 263.617902125225 |
| 2013-01-01 | 263.396044160987 |
| 2013-02-01 | 263.859239495057 |
| 2013-03-01 | 266.147314912869 |
| 2013-04-01 | 263.146554503776 |
| 2013-05-01 | 262.703993087192 |
| 2013-06-01 | 263.442421409252 |
| 2013-07-01 | 263.331857564581 |
| 2013-08-01 | 263.524364481865 |
| 2013-09-01 | 265.352430270945 |
| 2013-10-01 | 264.436079265127 |
| 2013-11-01 | 265.838345205954 |
| 2013-12-01 | 264.847353966557 |
| 2014-01-01 | 265.489340236897 |
| 2014-02-01 | 265.532284874722 |
| 2014-03-01 | 266.297507811555 |
| 2014-04-01 | 267.824325913667 |
| 2014-05-01 | 267.867316651165 |
| 2014-06-01 | 268.542480269961 |
| 2014-07-01 | 269.367997101966 |
| 2014-08-01 | 270.309930493064 |
| 2014-09-01 | 270.174710900736 |
| 2014-10-01 | 270.686069480514 |
| 2014-11-01 | 271.408212257697 |
| 2014-12-01 | 271.248626814812 |
| 2015-01-01 | 271.919030633027 |
| 2015-02-01 | 271.979858472217 |
| 2015-03-01 | 271.974664614297 |
| 2015-04-01 | 272.328538456215 |
| 2015-05-01 | 272.581543977300 |
| 2015-06-01 | 273.253172779115 |
| 2015-07-01 | 273.164758054156 |
| 2015-08-01 | 273.018355377855 |
| 2015-09-01 | 272.439789234455 |
| 2015-10-01 | 274.407396597189 |
| 2015-11-01 | 274.852845461989 |
| 2015-12-01 | 275.610550042060 |
| 2016-01-01 | 276.008614580822 |
| 2016-02-01 | 276.391674508503 |
| 2016-03-01 | 277.199107092519 |
| 2016-04-01 | 278.976444865808 |
| 2016-05-01 | 279.665195375433 |
| 2016-06-01 | 279.749041494828 |
| 2016-07-01 | 281.125575934616 |
| 2016-08-01 | 281.721528924487 |
| 2016-09-01 | 282.702741637447 |
| 2016-10-01 | 282.822641733924 |
| 2016-11-01 | 283.063611668676 |
| 2016-12-01 | 284.152372761647 |
| 2017-01-01 | 285.134416048774 |
| 2017-02-01 | 285.601259707770 |
| 2017-03-01 | 286.064045568551 |
| 2017-04-01 | 285.732821308435 |
| 2017-05-01 | 286.230311756568 |
| 2017-06-01 | 285.703035181468 |
| 2017-07-01 | 287.439456852377 |
| 2017-08-01 | 287.466014497141 |
| 2017-09-01 | 288.825318215198 |
| 2017-10-01 | 288.990590734441 |
| 2017-11-01 | 290.662590921414 |
| 2017-12-01 | 292.923382683854 |
| 2018-01-01 | 291.311659155857 |
| 2018-02-01 | 293.327113645860 |
| 2018-03-01 | 293.745028897112 |
| 2018-04-01 | 294.345450742606 |
| 2018-05-01 | 295.172544163422 |
| 2018-06-01 | 296.044183030852 |
| 2018-07-01 | 296.313502545961 |
| 2018-08-01 | 297.661120140705 |
| 2018-09-01 | 298.568820332711 |
| 2018-10-01 | 299.647777526632 |
| 2018-11-01 | 299.165781965867 |
| 2018-12-01 | 299.631062505911 |
| 2019-01-01 | 301.265165576489 |
| 2019-02-01 | 300.453697238439 |
| 2019-03-01 | 302.123624214746 |
| 2019-04-01 | 302.431479449473 |
| 2019-05-01 | 302.348956602309 |
| 2019-06-01 | 302.139279635161 |
| 2019-07-01 | 300.330145105455 |
| 2019-08-01 | 301.776018349277 |
| 2019-09-01 | 302.794876318295 |
| 2019-10-01 | 303.809738410343 |
| 2019-11-01 | 304.422340938873 |
| 2019-12-01 | 305.693683997004 |
| 2020-01-01 | 305.548186738125 |
| 2020-02-01 | 306.547808280866 |
| 2020-03-01 | 304.763527784554 |
| 2020-04-01 | 277.846592199358 |
| 2020-05-01 | 278.569844466614 |
| 2020-06-01 | 283.461402272543 |
| 2020-07-01 | 283.419358750894 |
| 2020-08-01 | 284.153742805668 |
| 2020-09-01 | 283.764716131314 |
| 2020-10-01 | 283.673681700720 |
| 2020-11-01 | 284.881663975463 |
| 2020-12-01 | 282.692395386292 |
| 2021-01-01 | 285.319399985596 |
| 2021-02-01 | 283.147989108318 |
| 2021-03-01 | 289.564989586828 |
| 2021-04-01 | 289.554825806348 |
| 2021-05-01 | 291.333803426388 |
| 2021-06-01 | 290.905231069054 |
| 2021-07-01 | 290.649719215034 |
| 2021-08-01 | 291.636469167635 |
| 2021-09-01 | 291.577260288946 |
| 2021-10-01 | 294.489751692294 |
| 2021-11-01 | 295.135646133560 |
| 2021-12-01 | 296.827877542508 |
| 2022-01-01 | 295.802311149889 |
| 2022-02-01 | 298.556724003834 |
| 2022-03-01 | 299.763633121411 |
| 2022-04-01 | 302.216918820270 |
| 2022-05-01 | 303.137681021903 |
| 2022-06-01 | 302.011092875671 |
| 2022-07-01 | 305.398686003615 |
| 2022-08-01 | 307.013023868514 |
| 2022-09-01 | 309.231194933931 |
| 2022-10-01 | 309.489897173072 |
| 2022-11-01 | 310.112131924222 |
| 2022-12-01 | 310.989873621909 |
| 2023-01-01 | 312.103224550194 |
| 2023-02-01 | 313.614355726992 |
| 2023-03-01 | 316.145967580520 |
| 2023-04-01 | 316.684261301045 |
| 2023-05-01 | 317.347868264815 |
| 2023-06-01 | 318.397120044790 |
| 2023-07-01 | 320.519369351263 |
| 2023-08-01 | 322.236310465938 |
| 2023-09-01 | 323.881699689623 |
| 2023-10-01 | 324.657460920617 |
| 2023-11-01 | 326.068029717648 |
| 2023-12-01 | 328.239464791578 |
| 2024-01-01 | 325.139881030637 |
| 2024-02-01 | 328.792663220075 |
| 2024-03-01 | 327.071108387684 |
| 2024-04-01 | 327.793788023449 |
| 2024-05-01 | 328.998885280463 |
| 2024-06-01 | 330.143212676307 |
| 2024-07-01 | 330.775100706228 |
| 2024-08-01 | 330.803583027465 |
| 2024-09-01 | 331.392899360281 |
| 2024-10-01 | 331.456049310506 |
| 2024-11-01 | 332.854432068211 |
| 2024-12-01 | 333.468279305386 |
| 2025-01-01 | 336.027758557608 |
| 2025-02-01 | 337.099448478820 |
| 2025-03-01 | 337.792610236943 |
| 2025-04-01 | 337.672856925944 |
| 2025-05-01 | 336.563610505603 |
| 2025-06-01 | 340.320018926810 |
| 2025-07-01 | 339.623582145674 |
| 2025-08-01 | 340.375091596821 |
| 2025-09-01 | 340.409144453634 |
| 2025-10-01 | 341.365886887994 |
| 2025-11-01 | 341.596285899065 |
| 2025-12-01 | 342.711990674896 |
| 2026-01-01 | 345.298474668220 |
| 2026-02-01 | 342.450085851463 |
| 2026-03-01 | 343.733463643540 |
| 2026-04-01 | 344.604396471313 |
| 2026-05-01 | 344.817100609273 |