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 2025-09-01 |
| Last Updated | 2025-12-12 2:37 AM CST |
| 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 | 178.092711143132 |
| 1990-02-01 | 178.610885839685 |
| 1990-03-01 | 179.227284148618 |
| 1990-04-01 | 179.047551896122 |
| 1990-05-01 | 179.665300131417 |
| 1990-06-01 | 180.266428030392 |
| 1990-07-01 | 181.869063609774 |
| 1990-08-01 | 182.483514896947 |
| 1990-09-01 | 183.376163282117 |
| 1990-10-01 | 182.811393774208 |
| 1990-11-01 | 183.419616871221 |
| 1990-12-01 | 182.823570757064 |
| 1991-01-01 | 184.539440294155 |
| 1991-02-01 | 185.505450335272 |
| 1991-03-01 | 186.030793775930 |
| 1991-04-01 | 186.479831895110 |
| 1991-05-01 | 186.531745343348 |
| 1991-06-01 | 187.193310678104 |
| 1991-07-01 | 186.696717994027 |
| 1991-08-01 | 187.369507492954 |
| 1991-09-01 | 189.075232550929 |
| 1991-10-01 | 190.051142758493 |
| 1991-11-01 | 190.894656001625 |
| 1991-12-01 | 190.794374698750 |
| 1992-01-01 | 192.309308496719 |
| 1992-02-01 | 192.343896201432 |
| 1992-03-01 | 192.811727105406 |
| 1992-04-01 | 193.927926502478 |
| 1992-05-01 | 194.702548439269 |
| 1992-06-01 | 194.971872800652 |
| 1992-07-01 | 195.052638418769 |
| 1992-08-01 | 194.907196968613 |
| 1992-09-01 | 194.932604731286 |
| 1992-10-01 | 195.192529571243 |
| 1992-11-01 | 195.663546730703 |
| 1992-12-01 | 195.994271455735 |
| 1993-01-01 | 196.640424472107 |
| 1993-02-01 | 196.119472216752 |
| 1993-03-01 | 196.280455827334 |
| 1993-04-01 | 196.082572866505 |
| 1993-05-01 | 196.680263973037 |
| 1993-06-01 | 197.107612011690 |
| 1993-07-01 | 197.825484080599 |
| 1993-08-01 | 198.300712522731 |
| 1993-09-01 | 197.389777222532 |
| 1993-10-01 | 199.191998335184 |
| 1993-11-01 | 198.964275707879 |
| 1993-12-01 | 199.652195361444 |
| 1994-01-01 | 200.036010319926 |
| 1994-02-01 | 200.414977715235 |
| 1994-03-01 | 200.645768279499 |
| 1994-04-01 | 201.121376370799 |
| 1994-05-01 | 201.409545261693 |
| 1994-06-01 | 201.800978026615 |
| 1994-07-01 | 201.610001752348 |
| 1994-08-01 | 201.775054013454 |
| 1994-09-01 | 201.881355472638 |
| 1994-10-01 | 201.569918481129 |
| 1994-11-01 | 201.584580399330 |
| 1994-12-01 | 200.477318801496 |
| 1995-01-01 | 202.204219628502 |
| 1995-02-01 | 203.650599902348 |
| 1995-03-01 | 204.224439640348 |
| 1995-04-01 | 201.677147322013 |
| 1995-05-01 | 203.087587051926 |
| 1995-06-01 | 203.327565464333 |
| 1995-07-01 | 203.612003223419 |
| 1995-08-01 | 204.131346336756 |
| 1995-09-01 | 200.230586190826 |
| 1995-10-01 | 203.719263131766 |
| 1995-11-01 | 204.061986501358 |
| 1995-12-01 | 203.809992216826 |
| 1996-01-01 | 201.873360830723 |
| 1996-02-01 | 204.150252897296 |
| 1996-03-01 | 205.242064905907 |
| 1996-04-01 | 205.077975354301 |
| 1996-05-01 | 205.524931094611 |
| 1996-06-01 | 205.503488226631 |
| 1996-07-01 | 206.026904828973 |
| 1996-08-01 | 206.077422401000 |
| 1996-09-01 | 206.706488858368 |
| 1996-10-01 | 207.350724905688 |
| 1996-11-01 | 208.276942676344 |
| 1996-12-01 | 207.727112399701 |
| 1997-01-01 | 205.887760801531 |
| 1997-02-01 | 206.427258408412 |
| 1997-03-01 | 205.868428201700 |
| 1997-04-01 | 206.466169292151 |
| 1997-05-01 | 205.764624557410 |
| 1997-06-01 | 205.936164314513 |
| 1997-07-01 | 206.371285647582 |
| 1997-08-01 | 207.067823898453 |
| 1997-09-01 | 208.583372230184 |
| 1997-10-01 | 209.523342155412 |
| 1997-11-01 | 210.109450625525 |
| 1997-12-01 | 210.737539587876 |
| 1998-01-01 | 211.398457201999 |
| 1998-02-01 | 211.442952494061 |
| 1998-03-01 | 211.767734759758 |
| 1998-04-01 | 212.593303753912 |
| 1998-05-01 | 212.550183811755 |
| 1998-06-01 | 212.255775357118 |
| 1998-07-01 | 211.906409672942 |
| 1998-08-01 | 212.228793621230 |
| 1998-09-01 | 211.964715822315 |
| 1998-10-01 | 212.822082307892 |
| 1998-11-01 | 213.050416532458 |
| 1998-12-01 | 213.301489041294 |
| 1999-01-01 | 212.848976483545 |
| 1999-02-01 | 213.439754583989 |
| 1999-03-01 | 214.053703031423 |
| 1999-04-01 | 214.665947911386 |
| 1999-05-01 | 217.226084072291 |
| 1999-06-01 | 216.878664973875 |
| 1999-07-01 | 216.884319471157 |
| 1999-08-01 | 216.373917033330 |
| 1999-09-01 | 216.433165079749 |
| 1999-10-01 | 216.378965709331 |
| 1999-11-01 | 216.920960438539 |
| 1999-12-01 | 217.692389523428 |
| 2000-01-01 | 219.644284035465 |
| 2000-02-01 | 218.681635165451 |
| 2000-03-01 | 219.057928443669 |
| 2000-04-01 | 219.006194073447 |
| 2000-05-01 | 219.673357436490 |
| 2000-06-01 | 219.211474090727 |
| 2000-07-01 | 220.408267642349 |
| 2000-08-01 | 222.047670537302 |
| 2000-09-01 | 221.190723196081 |
| 2000-10-01 | 220.950721924471 |
| 2000-11-01 | 219.866609164932 |
| 2000-12-01 | 221.639391214157 |
| 2001-01-01 | 223.811972821898 |
| 2001-02-01 | 223.703196347934 |
| 2001-03-01 | 223.731612753906 |
| 2001-04-01 | 223.462491633410 |
| 2001-05-01 | 223.489136942317 |
| 2001-06-01 | 224.436585109398 |
| 2001-07-01 | 224.178319247053 |
| 2001-08-01 | 225.353715513803 |
| 2001-09-01 | 224.544848251184 |
| 2001-10-01 | 224.797209933900 |
| 2001-11-01 | 224.994627076622 |
| 2001-12-01 | 224.655731338458 |
| 2002-01-01 | 224.510611570718 |
| 2002-02-01 | 224.625279032965 |
| 2002-03-01 | 225.191717428211 |
| 2002-04-01 | 225.495120326546 |
| 2002-05-01 | 226.372505288183 |
| 2002-06-01 | 227.660275552758 |
| 2002-07-01 | 228.113318749197 |
| 2002-08-01 | 228.641821197418 |
| 2002-09-01 | 229.374312932075 |
| 2002-10-01 | 229.380135774611 |
| 2002-11-01 | 229.676354384006 |
| 2002-12-01 | 228.922920950011 |
| 2003-01-01 | 231.784041639331 |
| 2003-02-01 | 231.530447240136 |
| 2003-03-01 | 232.100712785648 |
| 2003-04-01 | 231.817122081640 |
| 2003-05-01 | 231.576964468584 |
| 2003-06-01 | 232.130896032483 |
| 2003-07-01 | 231.534778550708 |
| 2003-08-01 | 231.801433481392 |
| 2003-09-01 | 231.401746741793 |
| 2003-10-01 | 231.018257009935 |
| 2003-11-01 | 231.234987783070 |
| 2003-12-01 | 231.091419321990 |
| 2004-01-01 | 225.824910900312 |
| 2004-02-01 | 227.032972558376 |
| 2004-03-01 | 228.772366710538 |
| 2004-04-01 | 228.737073819112 |
| 2004-05-01 | 228.334708800067 |
| 2004-06-01 | 228.216526713962 |
| 2004-07-01 | 229.098556141062 |
| 2004-08-01 | 229.242186517985 |
| 2004-09-01 | 229.093496187809 |
| 2004-10-01 | 229.640651019417 |
| 2004-11-01 | 229.472775994963 |
| 2004-12-01 | 230.526110254646 |
| 2005-01-01 | 229.300012158615 |
| 2005-02-01 | 229.684990990241 |
| 2005-03-01 | 229.583593618277 |
| 2005-04-01 | 231.473645228748 |
| 2005-05-01 | 231.233599492783 |
| 2005-06-01 | 230.467638205789 |
| 2005-07-01 | 231.613819838718 |
| 2005-08-01 | 231.983409029064 |
| 2005-09-01 | 233.873854501584 |
| 2005-10-01 | 234.730321165471 |
| 2005-11-01 | 235.830973708070 |
| 2005-12-01 | 236.153856940837 |
| 2006-01-01 | 235.922079018969 |
| 2006-02-01 | 236.315440183759 |
| 2006-03-01 | 236.313634674631 |
| 2006-04-01 | 236.875217183142 |
| 2006-05-01 | 237.437084693532 |
| 2006-06-01 | 238.151256665459 |
| 2006-07-01 | 238.344589315609 |
| 2006-08-01 | 238.403585494037 |
| 2006-09-01 | 239.898220248008 |
| 2006-10-01 | 239.997343801507 |
| 2006-11-01 | 240.285216251521 |
| 2006-12-01 | 240.073286123844 |
| 2007-01-01 | 241.568746738771 |
| 2007-02-01 | 241.347377279995 |
| 2007-03-01 | 244.390803655200 |
| 2007-04-01 | 242.764923265178 |
| 2007-05-01 | 243.681840986421 |
| 2007-06-01 | 244.192149503804 |
| 2007-07-01 | 244.743330422199 |
| 2007-08-01 | 245.164149970221 |
| 2007-09-01 | 244.881631062140 |
| 2007-10-01 | 246.374054772683 |
| 2007-11-01 | 246.357161790056 |
| 2007-12-01 | 246.852709213377 |
| 2008-01-01 | 245.443476316147 |
| 2008-02-01 | 248.032800712794 |
| 2008-03-01 | 248.072565829722 |
| 2008-04-01 | 249.443610240357 |
| 2008-05-01 | 249.248184901244 |
| 2008-06-01 | 249.155557228754 |
| 2008-07-01 | 249.990133091245 |
| 2008-08-01 | 250.894500785324 |
| 2008-09-01 | 251.755457098451 |
| 2008-10-01 | 251.829129707936 |
| 2008-11-01 | 252.668942150511 |
| 2008-12-01 | 253.626729072569 |
| 2009-01-01 | 254.115233569503 |
| 2009-02-01 | 254.358020701702 |
| 2009-03-01 | 253.476929518193 |
| 2009-04-01 | 252.663892201074 |
| 2009-05-01 | 252.437659731390 |
| 2009-06-01 | 252.791630540606 |
| 2009-07-01 | 253.857156025164 |
| 2009-08-01 | 252.982451500473 |
| 2009-09-01 | 251.450128976186 |
| 2009-10-01 | 252.358692397608 |
| 2009-11-01 | 252.458567761626 |
| 2009-12-01 | 252.206255228124 |
| 2010-01-01 | 253.239061129362 |
| 2010-02-01 | 252.445739505197 |
| 2010-03-01 | 253.181071857848 |
| 2010-04-01 | 253.996691253966 |
| 2010-05-01 | 255.524389689515 |
| 2010-06-01 | 256.338461561640 |
| 2010-07-01 | 257.243089910975 |
| 2010-08-01 | 257.498939005976 |
| 2010-09-01 | 255.648134617472 |
| 2010-10-01 | 258.698729563616 |
| 2010-11-01 | 258.993188548191 |
| 2010-12-01 | 259.395885451238 |
| 2011-01-01 | 258.904648448804 |
| 2011-02-01 | 260.129193025896 |
| 2011-03-01 | 261.093592977998 |
| 2011-04-01 | 260.794015741620 |
| 2011-05-01 | 261.087811095723 |
| 2011-06-01 | 261.126053617633 |
| 2011-07-01 | 261.435325377234 |
| 2011-08-01 | 261.355323343485 |
| 2011-09-01 | 260.979383596520 |
| 2011-10-01 | 260.433135251578 |
| 2011-11-01 | 260.948123488743 |
| 2011-12-01 | 261.830207735696 |
| 2012-01-01 | 261.711018466594 |
| 2012-02-01 | 261.911140701088 |
| 2012-03-01 | 264.272642411005 |
| 2012-04-01 | 262.881254769243 |
| 2012-05-01 | 262.804187500029 |
| 2012-06-01 | 262.724653272643 |
| 2012-07-01 | 262.331712436964 |
| 2012-08-01 | 262.551559842942 |
| 2012-09-01 | 263.162449640730 |
| 2012-10-01 | 263.910667525531 |
| 2012-11-01 | 263.462191984761 |
| 2012-12-01 | 263.617897391189 |
| 2013-01-01 | 263.396031921686 |
| 2013-02-01 | 263.859215599292 |
| 2013-03-01 | 266.147288347932 |
| 2013-04-01 | 263.146554998623 |
| 2013-05-01 | 262.703997318385 |
| 2013-06-01 | 263.442446235303 |
| 2013-07-01 | 263.331884632249 |
| 2013-08-01 | 263.524383665405 |
| 2013-09-01 | 265.352470829609 |
| 2013-10-01 | 264.436083312489 |
| 2013-11-01 | 265.838348833040 |
| 2013-12-01 | 264.847327761172 |
| 2014-01-01 | 265.489290661915 |
| 2014-02-01 | 265.532196424315 |
| 2014-03-01 | 266.297424083639 |
| 2014-04-01 | 267.824316302192 |
| 2014-05-01 | 267.867367947339 |
| 2014-06-01 | 268.542593205139 |
| 2014-07-01 | 269.368111617414 |
| 2014-08-01 | 270.309997735255 |
| 2014-09-01 | 270.174774313545 |
| 2014-10-01 | 270.686065108091 |
| 2014-11-01 | 271.408216835429 |
| 2014-12-01 | 271.248560959310 |
| 2015-01-01 | 271.918900635353 |
| 2015-02-01 | 271.979688469607 |
| 2015-03-01 | 271.974465474465 |
| 2015-04-01 | 272.328366179468 |
| 2015-05-01 | 272.581383752079 |
| 2015-06-01 | 273.254119277165 |
| 2015-07-01 | 273.164593583957 |
| 2015-08-01 | 273.018530017635 |
| 2015-09-01 | 272.439757087673 |
| 2015-10-01 | 274.407413305705 |
| 2015-11-01 | 274.853066299291 |
| 2015-12-01 | 275.610796039661 |
| 2016-01-01 | 276.008604141187 |
| 2016-02-01 | 276.391368876026 |
| 2016-03-01 | 277.198462313694 |
| 2016-04-01 | 278.975645494153 |
| 2016-05-01 | 279.664459172020 |
| 2016-06-01 | 279.750752559253 |
| 2016-07-01 | 281.125210557629 |
| 2016-08-01 | 281.722034209307 |
| 2016-09-01 | 282.702801672865 |
| 2016-10-01 | 282.822787091142 |
| 2016-11-01 | 283.064138383265 |
| 2016-12-01 | 284.153113547285 |
| 2017-01-01 | 285.134680560307 |
| 2017-02-01 | 285.601015421377 |
| 2017-03-01 | 286.063353624624 |
| 2017-04-01 | 285.731902843712 |
| 2017-05-01 | 286.229239638014 |
| 2017-06-01 | 285.705076520973 |
| 2017-07-01 | 287.439227625868 |
| 2017-08-01 | 287.464174712515 |
| 2017-09-01 | 288.821818412207 |
| 2017-10-01 | 288.988183091579 |
| 2017-11-01 | 290.662908231678 |
| 2017-12-01 | 292.928156631822 |
| 2018-01-01 | 291.319687476444 |
| 2018-02-01 | 293.336129517284 |
| 2018-03-01 | 293.736732916769 |
| 2018-04-01 | 294.346851158238 |
| 2018-05-01 | 295.172279976802 |
| 2018-06-01 | 296.037753543103 |
| 2018-07-01 | 296.312614152833 |
| 2018-08-01 | 297.653903969360 |
| 2018-09-01 | 298.555766904997 |
| 2018-10-01 | 299.637878974914 |
| 2018-11-01 | 299.168821438353 |
| 2018-12-01 | 299.640558588229 |
| 2019-01-01 | 301.293293541727 |
| 2019-02-01 | 300.479079244834 |
| 2019-03-01 | 302.121481307029 |
| 2019-04-01 | 302.430827528175 |
| 2019-05-01 | 302.345099189381 |
| 2019-06-01 | 302.122887655116 |
| 2019-07-01 | 300.321131901269 |
| 2019-08-01 | 301.749381917369 |
| 2019-09-01 | 302.765473778286 |
| 2019-10-01 | 303.784601979975 |
| 2019-11-01 | 304.407588943852 |
| 2019-12-01 | 305.672946616607 |
| 2020-01-01 | 305.756573495721 |
| 2020-02-01 | 306.555645589801 |
| 2020-03-01 | 304.749486745677 |
| 2020-04-01 | 277.841870244921 |
| 2020-05-01 | 278.564857889406 |
| 2020-06-01 | 283.410341998062 |
| 2020-07-01 | 283.396648597517 |
| 2020-08-01 | 284.107008289267 |
| 2020-09-01 | 283.709173186293 |
| 2020-10-01 | 283.624317162983 |
| 2020-11-01 | 284.854332554681 |
| 2020-12-01 | 282.664066755840 |
| 2021-01-01 | 285.707640714570 |
| 2021-02-01 | 283.156080665719 |
| 2021-03-01 | 289.572180321671 |
| 2021-04-01 | 289.535450064673 |
| 2021-05-01 | 291.305216643239 |
| 2021-06-01 | 290.805785020655 |
| 2021-07-01 | 290.580853310169 |
| 2021-08-01 | 291.539066281320 |
| 2021-09-01 | 291.482083461190 |
| 2021-10-01 | 294.402391001305 |
| 2021-11-01 | 295.059108652522 |
| 2021-12-01 | 296.824155207083 |
| 2022-01-01 | 296.570268959652 |
| 2022-02-01 | 298.560201038573 |
| 2022-03-01 | 299.756981247373 |
| 2022-04-01 | 302.176955542007 |
| 2022-05-01 | 303.058329625858 |
| 2022-06-01 | 301.816019399231 |
| 2022-07-01 | 305.225370947340 |
| 2022-08-01 | 306.830815246335 |
| 2022-09-01 | 309.121077828500 |
| 2022-10-01 | 309.341661148757 |
| 2022-11-01 | 310.023349540693 |
| 2022-12-01 | 311.111894215256 |
| 2023-01-01 | 313.127662029242 |
| 2023-02-01 | 313.782101283904 |
| 2023-03-01 | 316.229371974018 |
| 2023-04-01 | 316.509473563830 |
| 2023-05-01 | 317.190843102229 |
| 2023-06-01 | 318.125665722598 |
| 2023-07-01 | 320.040130524881 |
| 2023-08-01 | 321.878922720458 |
| 2023-09-01 | 323.883819223973 |
| 2023-10-01 | 324.493068146567 |
| 2023-11-01 | 325.948332709809 |
| 2023-12-01 | 328.544947715720 |
| 2024-01-01 | 326.575158599233 |
| 2024-02-01 | 329.010914301281 |
| 2024-03-01 | 327.259938585276 |
| 2024-04-01 | 327.419902551135 |
| 2024-05-01 | 328.780241438837 |
| 2024-06-01 | 329.717580090890 |
| 2024-07-01 | 330.007948595938 |
| 2024-08-01 | 330.362947275158 |
| 2024-09-01 | 331.201111594214 |
| 2024-10-01 | 331.790034080544 |
| 2024-11-01 | 333.208352008523 |
| 2024-12-01 | 334.212759747867 |
| 2025-01-01 | 336.958723128774 |
| 2025-02-01 | 337.428763452185 |
| 2025-03-01 | 339.171066917976 |
| 2025-04-01 | 340.721404833798 |
| 2025-05-01 | 338.896143896278 |
| 2025-06-01 | 344.110026535556 |
| 2025-07-01 | 345.552638141481 |
| 2025-08-01 | 346.270413057228 |
| 2025-09-01 | 345.924413290709 |