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 2026-04-01 |
| Last Updated | 2026-05-26 1:06 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 | 178.092445239746 |
| 1990-02-01 | 178.610771067140 |
| 1990-03-01 | 179.227081180446 |
| 1990-04-01 | 179.047549351054 |
| 1990-05-01 | 179.665307925548 |
| 1990-06-01 | 180.266398542050 |
| 1990-07-01 | 181.868859803228 |
| 1990-08-01 | 182.483204096464 |
| 1990-09-01 | 183.377453282418 |
| 1990-10-01 | 182.811557542045 |
| 1990-11-01 | 183.419464971147 |
| 1990-12-01 | 182.823437237031 |
| 1991-01-01 | 184.539111518148 |
| 1991-02-01 | 185.505343515705 |
| 1991-03-01 | 186.030629395340 |
| 1991-04-01 | 186.479807514681 |
| 1991-05-01 | 186.531721232405 |
| 1991-06-01 | 187.193263545513 |
| 1991-07-01 | 186.696548808219 |
| 1991-08-01 | 187.369284741272 |
| 1991-09-01 | 189.076437019048 |
| 1991-10-01 | 190.051278136503 |
| 1991-11-01 | 190.894558320350 |
| 1991-12-01 | 190.794277789165 |
| 1992-01-01 | 192.308913738641 |
| 1992-02-01 | 192.343804789045 |
| 1992-03-01 | 192.811600595654 |
| 1992-04-01 | 193.927856261257 |
| 1992-05-01 | 194.702452963281 |
| 1992-06-01 | 194.971777721567 |
| 1992-07-01 | 195.052527647357 |
| 1992-08-01 | 194.907123410851 |
| 1992-09-01 | 194.933737459881 |
| 1992-10-01 | 195.192644982072 |
| 1992-11-01 | 195.663494085930 |
| 1992-12-01 | 195.994165995087 |
| 1993-01-01 | 196.640030156205 |
| 1993-02-01 | 196.119420681358 |
| 1993-03-01 | 196.280327825072 |
| 1993-04-01 | 196.082413158320 |
| 1993-05-01 | 196.680103226744 |
| 1993-06-01 | 197.107460750476 |
| 1993-07-01 | 197.825309100432 |
| 1993-08-01 | 198.300525165604 |
| 1993-09-01 | 197.391708071566 |
| 1993-10-01 | 199.191828013842 |
| 1993-11-01 | 198.964089859686 |
| 1993-12-01 | 199.652015329805 |
| 1994-01-01 | 200.035670822900 |
| 1994-02-01 | 200.414904257205 |
| 1994-03-01 | 200.645597975777 |
| 1994-04-01 | 201.121175863987 |
| 1994-05-01 | 201.409348300266 |
| 1994-06-01 | 201.800797948183 |
| 1994-07-01 | 201.609793723751 |
| 1994-08-01 | 201.774801842739 |
| 1994-09-01 | 201.883974499038 |
| 1994-10-01 | 201.569664614308 |
| 1994-11-01 | 201.584023591387 |
| 1994-12-01 | 200.477029028898 |
| 1995-01-01 | 202.203971640252 |
| 1995-02-01 | 203.650524373801 |
| 1995-03-01 | 204.224247261795 |
| 1995-04-01 | 201.676961128869 |
| 1995-05-01 | 203.087437768844 |
| 1995-06-01 | 203.327417409631 |
| 1995-07-01 | 203.611734561494 |
| 1995-08-01 | 204.130932764429 |
| 1995-09-01 | 200.233749211826 |
| 1995-10-01 | 203.718863184687 |
| 1995-11-01 | 204.061043123526 |
| 1995-12-01 | 203.809646983661 |
| 1996-01-01 | 201.873203806287 |
| 1996-02-01 | 204.150121099993 |
| 1996-03-01 | 205.241921429985 |
| 1996-04-01 | 205.077905076489 |
| 1996-05-01 | 205.524850670657 |
| 1996-06-01 | 205.503413690990 |
| 1996-07-01 | 206.026798537772 |
| 1996-08-01 | 206.077296875369 |
| 1996-09-01 | 206.708648784496 |
| 1996-10-01 | 207.350673327763 |
| 1996-11-01 | 208.275885663492 |
| 1996-12-01 | 207.726800930924 |
| 1997-01-01 | 205.887675780271 |
| 1997-02-01 | 206.427172379039 |
| 1997-03-01 | 205.868362272031 |
| 1997-04-01 | 206.466189692449 |
| 1997-05-01 | 205.764627970482 |
| 1997-06-01 | 205.936148995655 |
| 1997-07-01 | 206.371273345444 |
| 1997-08-01 | 207.067827352617 |
| 1997-09-01 | 208.584528613131 |
| 1997-10-01 | 209.523349428106 |
| 1997-11-01 | 210.108732586797 |
| 1997-12-01 | 210.737300710385 |
| 1998-01-01 | 211.398386788218 |
| 1998-02-01 | 211.442894389956 |
| 1998-03-01 | 211.767743115533 |
| 1998-04-01 | 212.593377817039 |
| 1998-05-01 | 212.550225550505 |
| 1998-06-01 | 212.255798483200 |
| 1998-07-01 | 211.906481816968 |
| 1998-08-01 | 212.228935478612 |
| 1998-09-01 | 211.964875858803 |
| 1998-10-01 | 212.822198638103 |
| 1998-11-01 | 213.050081379415 |
| 1998-12-01 | 213.301328034801 |
| 1999-01-01 | 212.848929720164 |
| 1999-02-01 | 213.439760266658 |
| 1999-03-01 | 214.053737407109 |
| 1999-04-01 | 214.666003804374 |
| 1999-05-01 | 217.226134574243 |
| 1999-06-01 | 216.878699107302 |
| 1999-07-01 | 216.884353822199 |
| 1999-08-01 | 216.373978982657 |
| 1999-09-01 | 216.433186042969 |
| 1999-10-01 | 216.378943543445 |
| 1999-11-01 | 216.920876561502 |
| 1999-12-01 | 217.692265623040 |
| 2000-01-01 | 219.644247075258 |
| 2000-02-01 | 218.681658349817 |
| 2000-03-01 | 219.057974173556 |
| 2000-04-01 | 219.006240568924 |
| 2000-05-01 | 219.673404422535 |
| 2000-06-01 | 219.211527711890 |
| 2000-07-01 | 220.408290105366 |
| 2000-08-01 | 222.047707642279 |
| 2000-09-01 | 221.190690550183 |
| 2000-10-01 | 220.950662968245 |
| 2000-11-01 | 219.866512551628 |
| 2000-12-01 | 221.639237994361 |
| 2001-01-01 | 223.811991108779 |
| 2001-02-01 | 223.703262634827 |
| 2001-03-01 | 223.731691144839 |
| 2001-04-01 | 223.462562584706 |
| 2001-05-01 | 223.489201072391 |
| 2001-06-01 | 224.436670594813 |
| 2001-07-01 | 224.178350972996 |
| 2001-08-01 | 225.353741410930 |
| 2001-09-01 | 224.544775558621 |
| 2001-10-01 | 224.797082707103 |
| 2001-11-01 | 224.994422548200 |
| 2001-12-01 | 224.655387554429 |
| 2002-01-01 | 224.510808042710 |
| 2002-02-01 | 224.625462443939 |
| 2002-03-01 | 225.191833471599 |
| 2002-04-01 | 225.495250886963 |
| 2002-05-01 | 226.372610741457 |
| 2002-06-01 | 227.660376277599 |
| 2002-07-01 | 228.113354843418 |
| 2002-08-01 | 228.641807438107 |
| 2002-09-01 | 229.374195236131 |
| 2002-10-01 | 229.379943170407 |
| 2002-11-01 | 229.676058235586 |
| 2002-12-01 | 228.922291665582 |
| 2003-01-01 | 231.784463114465 |
| 2003-02-01 | 231.530781892251 |
| 2003-03-01 | 232.100881538985 |
| 2003-04-01 | 231.817311473068 |
| 2003-05-01 | 231.577111367512 |
| 2003-06-01 | 232.130977745546 |
| 2003-07-01 | 231.534800385272 |
| 2003-08-01 | 231.801374273355 |
| 2003-09-01 | 231.401607699186 |
| 2003-10-01 | 231.018039394586 |
| 2003-11-01 | 231.234637372038 |
| 2003-12-01 | 231.090580465061 |
| 2004-01-01 | 225.825505697672 |
| 2004-02-01 | 227.033399491548 |
| 2004-03-01 | 228.772536127168 |
| 2004-04-01 | 228.737278362947 |
| 2004-05-01 | 228.334858339501 |
| 2004-06-01 | 228.216545706960 |
| 2004-07-01 | 229.098540171511 |
| 2004-08-01 | 229.242102667665 |
| 2004-09-01 | 229.093364061133 |
| 2004-10-01 | 229.640467935476 |
| 2004-11-01 | 229.472532283791 |
| 2004-12-01 | 230.525392117225 |
| 2005-01-01 | 229.300474147036 |
| 2005-02-01 | 229.685350896812 |
| 2005-03-01 | 229.583791199041 |
| 2005-04-01 | 231.473812860668 |
| 2005-05-01 | 231.233717216449 |
| 2005-06-01 | 230.467611678028 |
| 2005-07-01 | 231.613787442393 |
| 2005-08-01 | 231.983332680544 |
| 2005-09-01 | 233.873756733075 |
| 2005-10-01 | 234.730191529297 |
| 2005-11-01 | 235.830818864878 |
| 2005-12-01 | 236.153434453877 |
| 2006-01-01 | 235.922331962939 |
| 2006-02-01 | 236.315659919659 |
| 2006-03-01 | 236.313810420238 |
| 2006-04-01 | 236.875324098712 |
| 2006-05-01 | 237.437147557961 |
| 2006-06-01 | 238.151218203994 |
| 2006-07-01 | 238.344552082231 |
| 2006-08-01 | 238.403531453633 |
| 2006-09-01 | 239.898163281167 |
| 2006-10-01 | 239.997276706326 |
| 2006-11-01 | 240.285164983453 |
| 2006-12-01 | 240.073150472732 |
| 2007-01-01 | 241.568786725347 |
| 2007-02-01 | 241.347446224460 |
| 2007-03-01 | 244.390950592969 |
| 2007-04-01 | 242.764966388698 |
| 2007-05-01 | 243.681860169938 |
| 2007-06-01 | 244.192126349274 |
| 2007-07-01 | 244.743313840561 |
| 2007-08-01 | 245.164121247206 |
| 2007-09-01 | 244.881601698789 |
| 2007-10-01 | 246.374030441221 |
| 2007-11-01 | 246.357136097651 |
| 2007-12-01 | 246.852690494179 |
| 2008-01-01 | 245.443480307148 |
| 2008-02-01 | 248.032812769701 |
| 2008-03-01 | 248.072635025881 |
| 2008-04-01 | 249.443623040599 |
| 2008-05-01 | 249.248184517326 |
| 2008-06-01 | 249.155549417448 |
| 2008-07-01 | 249.990128686991 |
| 2008-08-01 | 250.894489031940 |
| 2008-09-01 | 251.755435474706 |
| 2008-10-01 | 251.829127548987 |
| 2008-11-01 | 252.668939107207 |
| 2008-12-01 | 253.626725168840 |
| 2009-01-01 | 254.115238147974 |
| 2009-02-01 | 254.358019518462 |
| 2009-03-01 | 253.476957648474 |
| 2009-04-01 | 252.663893137681 |
| 2009-05-01 | 252.437657846791 |
| 2009-06-01 | 252.791626620231 |
| 2009-07-01 | 253.857162725619 |
| 2009-08-01 | 252.982448708375 |
| 2009-09-01 | 251.450104405648 |
| 2009-10-01 | 252.358694066252 |
| 2009-11-01 | 252.458568229072 |
| 2009-12-01 | 252.206254729125 |
| 2010-01-01 | 253.239069031071 |
| 2010-02-01 | 252.445741624099 |
| 2010-03-01 | 253.181078327236 |
| 2010-04-01 | 253.996692750802 |
| 2010-05-01 | 255.524389437812 |
| 2010-06-01 | 256.338459684508 |
| 2010-07-01 | 257.243095350173 |
| 2010-08-01 | 257.498938147056 |
| 2010-09-01 | 255.648117484788 |
| 2010-10-01 | 258.698729650267 |
| 2010-11-01 | 258.993188863963 |
| 2010-12-01 | 259.395885929789 |
| 2011-01-01 | 258.904652912746 |
| 2011-02-01 | 260.129193757941 |
| 2011-03-01 | 261.093599666393 |
| 2011-04-01 | 260.794015173049 |
| 2011-05-01 | 261.087811106045 |
| 2011-06-01 | 261.126053349252 |
| 2011-07-01 | 261.435328835724 |
| 2011-08-01 | 261.355322893893 |
| 2011-09-01 | 260.979371594994 |
| 2011-10-01 | 260.433135170367 |
| 2011-11-01 | 260.948122295466 |
| 2011-12-01 | 261.830208834444 |
| 2012-01-01 | 261.711021593494 |
| 2012-02-01 | 261.911141851797 |
| 2012-03-01 | 264.272649517098 |
| 2012-04-01 | 262.881251010751 |
| 2012-05-01 | 262.804190822667 |
| 2012-06-01 | 262.724655528177 |
| 2012-07-01 | 262.331712463607 |
| 2012-08-01 | 262.551555893660 |
| 2012-09-01 | 263.162436269078 |
| 2012-10-01 | 263.910659815877 |
| 2012-11-01 | 263.462185276359 |
| 2012-12-01 | 263.617902535515 |
| 2013-01-01 | 263.396045255489 |
| 2013-02-01 | 263.859238971097 |
| 2013-03-01 | 266.147314902623 |
| 2013-04-01 | 263.146554674229 |
| 2013-05-01 | 262.703988747972 |
| 2013-06-01 | 263.442421939119 |
| 2013-07-01 | 263.331858592609 |
| 2013-08-01 | 263.524365370547 |
| 2013-09-01 | 265.352434928115 |
| 2013-10-01 | 264.436078994525 |
| 2013-11-01 | 265.838347185209 |
| 2013-12-01 | 264.847352573616 |
| 2014-01-01 | 265.489338168745 |
| 2014-02-01 | 265.532281149395 |
| 2014-03-01 | 266.297503863216 |
| 2014-04-01 | 267.824325024485 |
| 2014-05-01 | 267.867314347751 |
| 2014-06-01 | 268.542484389346 |
| 2014-07-01 | 269.368002898952 |
| 2014-08-01 | 270.309935145593 |
| 2014-09-01 | 270.174718730447 |
| 2014-10-01 | 270.686065995527 |
| 2014-11-01 | 271.408208498024 |
| 2014-12-01 | 271.248620182668 |
| 2015-01-01 | 271.919025871529 |
| 2015-02-01 | 271.979855317544 |
| 2015-03-01 | 271.974664952735 |
| 2015-04-01 | 272.328539540253 |
| 2015-05-01 | 272.581536511696 |
| 2015-06-01 | 273.253200295774 |
| 2015-07-01 | 273.164748327574 |
| 2015-08-01 | 273.018384400689 |
| 2015-09-01 | 272.439796169992 |
| 2015-10-01 | 274.407388780029 |
| 2015-11-01 | 274.852824455886 |
| 2015-12-01 | 275.610502843973 |
| 2016-01-01 | 276.008586932760 |
| 2016-02-01 | 276.391670533647 |
| 2016-03-01 | 277.199142529719 |
| 2016-04-01 | 278.976493967044 |
| 2016-05-01 | 279.665215292238 |
| 2016-06-01 | 279.749094995716 |
| 2016-07-01 | 281.125526971107 |
| 2016-08-01 | 281.721555475734 |
| 2016-09-01 | 282.702727045187 |
| 2016-10-01 | 282.822628344049 |
| 2016-11-01 | 283.063573293311 |
| 2016-12-01 | 284.152263603314 |
| 2017-01-01 | 285.134349308781 |
| 2017-02-01 | 285.601257299678 |
| 2017-03-01 | 286.064115875930 |
| 2017-04-01 | 285.732955797191 |
| 2017-05-01 | 286.230464908308 |
| 2017-06-01 | 285.703276344644 |
| 2017-07-01 | 287.438922932018 |
| 2017-08-01 | 287.466169341925 |
| 2017-09-01 | 288.825353451082 |
| 2017-10-01 | 288.990577812372 |
| 2017-11-01 | 290.662560437411 |
| 2017-12-01 | 292.923262190069 |
| 2018-01-01 | 291.311484859332 |
| 2018-02-01 | 293.326803153059 |
| 2018-03-01 | 293.745282719379 |
| 2018-04-01 | 294.345817377306 |
| 2018-05-01 | 295.172904080665 |
| 2018-06-01 | 296.044563874214 |
| 2018-07-01 | 296.312493381301 |
| 2018-08-01 | 297.661321244765 |
| 2018-09-01 | 298.568869258807 |
| 2018-10-01 | 299.647727671430 |
| 2018-11-01 | 299.165565603460 |
| 2018-12-01 | 299.631453119062 |
| 2019-01-01 | 301.264623109069 |
| 2019-02-01 | 300.453957508802 |
| 2019-03-01 | 302.122867067395 |
| 2019-04-01 | 302.432333324305 |
| 2019-05-01 | 302.349703553761 |
| 2019-06-01 | 302.139842141580 |
| 2019-07-01 | 300.328578453368 |
| 2019-08-01 | 301.776093550845 |
| 2019-09-01 | 302.794665675261 |
| 2019-10-01 | 303.809401331183 |
| 2019-11-01 | 304.422026156018 |
| 2019-12-01 | 305.695139651552 |
| 2020-01-01 | 305.547344721335 |
| 2020-02-01 | 306.549217978394 |
| 2020-03-01 | 304.762018622846 |
| 2020-04-01 | 277.847784320070 |
| 2020-05-01 | 278.570611317796 |
| 2020-06-01 | 283.461373118546 |
| 2020-07-01 | 283.417894741002 |
| 2020-08-01 | 284.152691659553 |
| 2020-09-01 | 283.763314350438 |
| 2020-10-01 | 283.672582318113 |
| 2020-11-01 | 284.881509910282 |
| 2020-12-01 | 282.695779372161 |
| 2021-01-01 | 285.320369907398 |
| 2021-02-01 | 283.152686011121 |
| 2021-03-01 | 289.563203955319 |
| 2021-04-01 | 289.555512003957 |
| 2021-05-01 | 291.333128706324 |
| 2021-06-01 | 290.902917492943 |
| 2021-07-01 | 290.646600924762 |
| 2021-08-01 | 291.632793206471 |
| 2021-09-01 | 291.572560315095 |
| 2021-10-01 | 294.485629328220 |
| 2021-11-01 | 295.134062911432 |
| 2021-12-01 | 296.841085753499 |
| 2022-01-01 | 295.808141062965 |
| 2022-02-01 | 298.577183475218 |
| 2022-03-01 | 299.764482380088 |
| 2022-04-01 | 302.212980121309 |
| 2022-05-01 | 303.127455474084 |
| 2022-06-01 | 301.997826949105 |
| 2022-07-01 | 305.387678454280 |
| 2022-08-01 | 307.003837804818 |
| 2022-09-01 | 309.221879506866 |
| 2022-10-01 | 309.481220975041 |
| 2022-11-01 | 310.110496732117 |
| 2022-12-01 | 311.020579522287 |
| 2023-01-01 | 312.126555897713 |
| 2023-02-01 | 313.665192415050 |
| 2023-03-01 | 316.162577473691 |
| 2023-04-01 | 316.684397119932 |
| 2023-05-01 | 317.284075848911 |
| 2023-06-01 | 318.356700923151 |
| 2023-07-01 | 320.496748103142 |
| 2023-08-01 | 322.219927226747 |
| 2023-09-01 | 323.867475301866 |
| 2023-10-01 | 324.644834827546 |
| 2023-11-01 | 326.069875481636 |
| 2023-12-01 | 328.295937720062 |
| 2024-01-01 | 325.192227326603 |
| 2024-02-01 | 328.891655795617 |
| 2024-03-01 | 327.138140442549 |
| 2024-04-01 | 327.818274286144 |
| 2024-05-01 | 328.802890688171 |
| 2024-06-01 | 330.055900910042 |
| 2024-07-01 | 330.728391490883 |
| 2024-08-01 | 330.795146504105 |
| 2024-09-01 | 331.381552000204 |
| 2024-10-01 | 331.448632909206 |
| 2024-11-01 | 332.864338688670 |
| 2024-12-01 | 333.538824679667 |
| 2025-01-01 | 336.118746036657 |
| 2025-02-01 | 337.236948757538 |
| 2025-03-01 | 337.939285997511 |
| 2025-04-01 | 337.747871413377 |
| 2025-05-01 | 336.177174656291 |
| 2025-06-01 | 340.185783997868 |
| 2025-07-01 | 339.556643846884 |
| 2025-08-01 | 340.383692199907 |
| 2025-09-01 | 340.404517505101 |
| 2025-10-01 | 341.369922148690 |
| 2025-11-01 | 341.614779265331 |
| 2025-12-01 | 342.790920492058 |
| 2026-01-01 | 345.418124391164 |
| 2026-02-01 | 342.615160425665 |
| 2026-03-01 | 343.960662254241 |
| 2026-04-01 | 345.121839349561 |