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 2025-11-01 |
| Last Updated | 2026-01-07 10:42 PM 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 | 178.092765715047 |
| 1990-02-01 | 178.610909484901 |
| 1990-03-01 | 179.227325647801 |
| 1990-04-01 | 179.047552419449 |
| 1990-05-01 | 179.665298473152 |
| 1990-06-01 | 180.266433971111 |
| 1990-07-01 | 181.869106391521 |
| 1990-08-01 | 182.483578929389 |
| 1990-09-01 | 183.375899095351 |
| 1990-10-01 | 182.811360277871 |
| 1990-11-01 | 183.419648102556 |
| 1990-12-01 | 182.823596563345 |
| 1991-01-01 | 184.539507920202 |
| 1991-02-01 | 185.505472153704 |
| 1991-03-01 | 186.030827277281 |
| 1991-04-01 | 186.479836841308 |
| 1991-05-01 | 186.531750242930 |
| 1991-06-01 | 187.193320273712 |
| 1991-07-01 | 186.696753652410 |
| 1991-08-01 | 187.369553569226 |
| 1991-09-01 | 189.074985915193 |
| 1991-10-01 | 190.051115340905 |
| 1991-11-01 | 190.894676296841 |
| 1991-12-01 | 190.794393050918 |
| 1992-01-01 | 192.309389619702 |
| 1992-02-01 | 192.343914340470 |
| 1992-03-01 | 192.811752469644 |
| 1992-04-01 | 193.927940669605 |
| 1992-05-01 | 194.702568083965 |
| 1992-06-01 | 194.971892501117 |
| 1992-07-01 | 195.052661973787 |
| 1992-08-01 | 194.907212735532 |
| 1992-09-01 | 194.932373249355 |
| 1992-10-01 | 195.192506731628 |
| 1992-11-01 | 195.663558120738 |
| 1992-12-01 | 195.994291702136 |
| 1993-01-01 | 196.640506437956 |
| 1993-02-01 | 196.119478234519 |
| 1993-03-01 | 196.280481307021 |
| 1993-04-01 | 196.082605902744 |
| 1993-05-01 | 196.680297545180 |
| 1993-06-01 | 197.107643718454 |
| 1993-07-01 | 197.825521237103 |
| 1993-08-01 | 198.300752500547 |
| 1993-09-01 | 197.389381882289 |
| 1993-10-01 | 199.192034874640 |
| 1993-11-01 | 198.964314882703 |
| 1993-12-01 | 199.652230915178 |
| 1994-01-01 | 200.036080392901 |
| 1994-02-01 | 200.414984331361 |
| 1994-03-01 | 200.645802415531 |
| 1994-04-01 | 201.121418530677 |
| 1994-05-01 | 201.409587046287 |
| 1994-06-01 | 201.801016402625 |
| 1994-07-01 | 201.610046411850 |
| 1994-08-01 | 201.775108280660 |
| 1994-09-01 | 201.880818917239 |
| 1994-10-01 | 201.569973083359 |
| 1994-11-01 | 201.584696448818 |
| 1994-12-01 | 200.477376137121 |
| 1995-01-01 | 202.204267327710 |
| 1995-02-01 | 203.650604817922 |
| 1995-03-01 | 204.224479347410 |
| 1995-04-01 | 201.677187618351 |
| 1995-05-01 | 203.087619838640 |
| 1995-06-01 | 203.327597955552 |
| 1995-07-01 | 203.612061222227 |
| 1995-08-01 | 204.131434422676 |
| 1995-09-01 | 200.229937309312 |
| 1995-10-01 | 203.719348195972 |
| 1995-11-01 | 204.062182058197 |
| 1995-12-01 | 203.810060014067 |
| 1996-01-01 | 201.873383951412 |
| 1996-02-01 | 204.150274399057 |
| 1996-03-01 | 205.242095607927 |
| 1996-04-01 | 205.077991954972 |
| 1996-05-01 | 205.524949672264 |
| 1996-06-01 | 205.503505391835 |
| 1996-07-01 | 206.026928565422 |
| 1996-08-01 | 206.077449900817 |
| 1996-09-01 | 206.706045781560 |
| 1996-10-01 | 207.350738925499 |
| 1996-11-01 | 208.277162811146 |
| 1996-12-01 | 207.727173801493 |
| 1997-01-01 | 205.887766202415 |
| 1997-02-01 | 206.427275999726 |
| 1997-03-01 | 205.868444438821 |
| 1997-04-01 | 206.466168021236 |
| 1997-05-01 | 205.764622196343 |
| 1997-06-01 | 205.936167915273 |
| 1997-07-01 | 206.371286706691 |
| 1997-08-01 | 207.067820630694 |
| 1997-09-01 | 208.583134039782 |
| 1997-10-01 | 209.523345384584 |
| 1997-11-01 | 210.109604676657 |
| 1997-12-01 | 210.737591365303 |
| 1998-01-01 | 211.398463395133 |
| 1998-02-01 | 211.442967555365 |
| 1998-03-01 | 211.767735834699 |
| 1998-04-01 | 212.593292307485 |
| 1998-05-01 | 212.550169186729 |
| 1998-06-01 | 212.255765814721 |
| 1998-07-01 | 211.906386223923 |
| 1998-08-01 | 212.228753065680 |
| 1998-09-01 | 211.964676850352 |
| 1998-10-01 | 212.822056579968 |
| 1998-11-01 | 213.050510319778 |
| 1998-12-01 | 213.301568769082 |
| 1999-01-01 | 212.848958152535 |
| 1999-02-01 | 213.439757602496 |
| 1999-03-01 | 214.053698902502 |
| 1999-04-01 | 214.665935031098 |
| 1999-05-01 | 217.226052687921 |
| 1999-06-01 | 216.878625419898 |
| 1999-07-01 | 216.884294755615 |
| 1999-08-01 | 216.373871529710 |
| 1999-09-01 | 216.433169064880 |
| 1999-10-01 | 216.378996557401 |
| 1999-11-01 | 216.921057198424 |
| 1999-12-01 | 217.692526741142 |
| 2000-01-01 | 219.644236686982 |
| 2000-02-01 | 218.681609701998 |
| 2000-03-01 | 219.057886914928 |
| 2000-04-01 | 219.006145730282 |
| 2000-05-01 | 219.673294805481 |
| 2000-06-01 | 219.211381229277 |
| 2000-07-01 | 220.408226121669 |
| 2000-08-01 | 222.047618799995 |
| 2000-09-01 | 221.190791985993 |
| 2000-10-01 | 220.950846055545 |
| 2000-11-01 | 219.866812949344 |
| 2000-12-01 | 221.639684542467 |
| 2001-01-01 | 223.811851602400 |
| 2001-02-01 | 223.703072991564 |
| 2001-03-01 | 223.731461015292 |
| 2001-04-01 | 223.462347806795 |
| 2001-05-01 | 223.489001430720 |
| 2001-06-01 | 224.436400993991 |
| 2001-07-01 | 224.178243696405 |
| 2001-08-01 | 225.353684373303 |
| 2001-09-01 | 224.545016100676 |
| 2001-10-01 | 224.797508951890 |
| 2001-11-01 | 224.995102009430 |
| 2001-12-01 | 224.656496803472 |
| 2002-01-01 | 224.510102959143 |
| 2002-02-01 | 224.624862322079 |
| 2002-03-01 | 225.191456398751 |
| 2002-04-01 | 225.494825174383 |
| 2002-05-01 | 226.372268723520 |
| 2002-06-01 | 227.660054220559 |
| 2002-07-01 | 228.113238131555 |
| 2002-08-01 | 228.641874285361 |
| 2002-09-01 | 229.374587491733 |
| 2002-10-01 | 229.380584112544 |
| 2002-11-01 | 229.677038067021 |
| 2002-12-01 | 228.924362340373 |
| 2003-01-01 | 231.783035892515 |
| 2003-02-01 | 231.529672269225 |
| 2003-03-01 | 232.100325077433 |
| 2003-04-01 | 231.816687666927 |
| 2003-05-01 | 231.576629800704 |
| 2003-06-01 | 232.130714804600 |
| 2003-07-01 | 231.534730124948 |
| 2003-08-01 | 231.801579206660 |
| 2003-09-01 | 231.402070109621 |
| 2003-10-01 | 231.018760697389 |
| 2003-11-01 | 231.235796111087 |
| 2003-12-01 | 231.093362829489 |
| 2004-01-01 | 225.823523433658 |
| 2004-02-01 | 227.031978325664 |
| 2004-03-01 | 228.771973282309 |
| 2004-04-01 | 228.736600582004 |
| 2004-05-01 | 228.334364785836 |
| 2004-06-01 | 228.216486236451 |
| 2004-07-01 | 229.098594713238 |
| 2004-08-01 | 229.242383927285 |
| 2004-09-01 | 229.093803061407 |
| 2004-10-01 | 229.641075324515 |
| 2004-11-01 | 229.473339980509 |
| 2004-12-01 | 230.527777559572 |
| 2005-01-01 | 229.298937423439 |
| 2005-02-01 | 229.684154322051 |
| 2005-03-01 | 229.583134105869 |
| 2005-04-01 | 231.473255354898 |
| 2005-05-01 | 231.233326627051 |
| 2005-06-01 | 230.467702020599 |
| 2005-07-01 | 231.613894833850 |
| 2005-08-01 | 231.983589043704 |
| 2005-09-01 | 233.874080988946 |
| 2005-10-01 | 234.730621690123 |
| 2005-11-01 | 235.831332875091 |
| 2005-12-01 | 236.154838353592 |
| 2006-01-01 | 235.921491213919 |
| 2006-02-01 | 236.314929588260 |
| 2006-03-01 | 236.313225856486 |
| 2006-04-01 | 236.874967873100 |
| 2006-05-01 | 237.436938383209 |
| 2006-06-01 | 238.151347094592 |
| 2006-07-01 | 238.344675423937 |
| 2006-08-01 | 238.403713752327 |
| 2006-09-01 | 239.898352278108 |
| 2006-10-01 | 239.997499357612 |
| 2006-11-01 | 240.285334997296 |
| 2006-12-01 | 240.073601068823 |
| 2007-01-01 | 241.568653411182 |
| 2007-02-01 | 241.347216823821 |
| 2007-03-01 | 244.390462216980 |
| 2007-04-01 | 242.764822690984 |
| 2007-05-01 | 243.681796156704 |
| 2007-06-01 | 244.192203841331 |
| 2007-07-01 | 244.743368616715 |
| 2007-08-01 | 245.164218535887 |
| 2007-09-01 | 244.881699700298 |
| 2007-10-01 | 246.374111132107 |
| 2007-11-01 | 246.357221069377 |
| 2007-12-01 | 246.852752205044 |
| 2008-01-01 | 245.443466163940 |
| 2008-02-01 | 248.032772626562 |
| 2008-03-01 | 248.072405307407 |
| 2008-04-01 | 249.443580597859 |
| 2008-05-01 | 249.248185838205 |
| 2008-06-01 | 249.155575392850 |
| 2008-07-01 | 249.990142973808 |
| 2008-08-01 | 250.894528946933 |
| 2008-09-01 | 251.755508893662 |
| 2008-10-01 | 251.829134496729 |
| 2008-11-01 | 252.668948791478 |
| 2008-12-01 | 253.626737674634 |
| 2009-01-01 | 254.115219843057 |
| 2009-02-01 | 254.358023407307 |
| 2009-03-01 | 253.476866510500 |
| 2009-04-01 | 252.663890246395 |
| 2009-05-01 | 252.437664417877 |
| 2009-06-01 | 252.791639921757 |
| 2009-07-01 | 253.857139892459 |
| 2009-08-01 | 252.982458081756 |
| 2009-09-01 | 251.450188162056 |
| 2009-10-01 | 252.358687756632 |
| 2009-11-01 | 252.458565992844 |
| 2009-12-01 | 252.206255933409 |
| 2010-01-01 | 253.239037323000 |
| 2010-02-01 | 252.445734079078 |
| 2010-03-01 | 253.181062800378 |
| 2010-04-01 | 253.996687885242 |
| 2010-05-01 | 255.524391030437 |
| 2010-06-01 | 256.338466806532 |
| 2010-07-01 | 257.243077148090 |
| 2010-08-01 | 257.498940525900 |
| 2010-09-01 | 255.648175585363 |
| 2010-10-01 | 258.698727598325 |
| 2010-11-01 | 258.993186444078 |
| 2010-12-01 | 259.395883578190 |
| 2011-01-01 | 258.904630916146 |
| 2011-02-01 | 260.129190165222 |
| 2011-03-01 | 261.093586604701 |
| 2011-04-01 | 260.794016582500 |
| 2011-05-01 | 261.087816415371 |
| 2011-06-01 | 261.126056132944 |
| 2011-07-01 | 261.435318327703 |
| 2011-08-01 | 261.355324340183 |
| 2011-09-01 | 260.979404114633 |
| 2011-10-01 | 260.433134983228 |
| 2011-11-01 | 260.948119850647 |
| 2011-12-01 | 261.830205624621 |
| 2012-01-01 | 261.711007362262 |
| 2012-02-01 | 261.911138512024 |
| 2012-03-01 | 264.272637748024 |
| 2012-04-01 | 262.881260509840 |
| 2012-05-01 | 262.804195122338 |
| 2012-06-01 | 262.724653771113 |
| 2012-07-01 | 262.331712901918 |
| 2012-08-01 | 262.551560957790 |
| 2012-09-01 | 263.162449026068 |
| 2012-10-01 | 263.910668980424 |
| 2012-11-01 | 263.462187090807 |
| 2012-12-01 | 263.617895358868 |
| 2013-01-01 | 263.396027655466 |
| 2013-02-01 | 263.859214034066 |
| 2013-03-01 | 266.147285138519 |
| 2013-04-01 | 263.146565136951 |
| 2013-05-01 | 262.704008344563 |
| 2013-06-01 | 263.442446194877 |
| 2013-07-01 | 263.331883538381 |
| 2013-08-01 | 263.524381639872 |
| 2013-09-01 | 265.352457135728 |
| 2013-10-01 | 264.436084086481 |
| 2013-11-01 | 265.838344584713 |
| 2013-12-01 | 264.847330930107 |
| 2014-01-01 | 265.489292631039 |
| 2014-02-01 | 265.532196731905 |
| 2014-03-01 | 266.297423331145 |
| 2014-04-01 | 267.824332313173 |
| 2014-05-01 | 267.867377327493 |
| 2014-06-01 | 268.542592263079 |
| 2014-07-01 | 269.368105816084 |
| 2014-08-01 | 270.309985468011 |
| 2014-09-01 | 270.174743404065 |
| 2014-10-01 | 270.686060526869 |
| 2014-11-01 | 271.408218544595 |
| 2014-12-01 | 271.248574540604 |
| 2015-01-01 | 271.918915844505 |
| 2015-02-01 | 271.979703641645 |
| 2015-03-01 | 271.974484036425 |
| 2015-04-01 | 272.328392359753 |
| 2015-05-01 | 272.581392036153 |
| 2015-06-01 | 273.254112918754 |
| 2015-07-01 | 273.164552944415 |
| 2015-08-01 | 273.018455426528 |
| 2015-09-01 | 272.439691199309 |
| 2015-10-01 | 274.407381449407 |
| 2015-11-01 | 274.853047178213 |
| 2015-12-01 | 275.610944348997 |
| 2016-01-01 | 276.008655835495 |
| 2016-02-01 | 276.391458733403 |
| 2016-03-01 | 277.198568587550 |
| 2016-04-01 | 278.975700275965 |
| 2016-05-01 | 279.664391710117 |
| 2016-06-01 | 279.750594295336 |
| 2016-07-01 | 281.124977686995 |
| 2016-08-01 | 281.721790189508 |
| 2016-09-01 | 282.702713417309 |
| 2016-10-01 | 282.822837313094 |
| 2016-11-01 | 283.064298485438 |
| 2016-12-01 | 284.153593537931 |
| 2017-01-01 | 285.134873579142 |
| 2017-02-01 | 285.601175551841 |
| 2017-03-01 | 286.063409806052 |
| 2017-04-01 | 285.731831149428 |
| 2017-05-01 | 286.229047392728 |
| 2017-06-01 | 285.704840052026 |
| 2017-07-01 | 287.438046996072 |
| 2017-08-01 | 287.463897965279 |
| 2017-09-01 | 288.821832661948 |
| 2017-10-01 | 288.988472371848 |
| 2017-11-01 | 290.663568072951 |
| 2017-12-01 | 292.929396020747 |
| 2018-01-01 | 291.320239724214 |
| 2018-02-01 | 293.336294613543 |
| 2018-03-01 | 293.736838609332 |
| 2018-04-01 | 294.346220600591 |
| 2018-05-01 | 295.171873010844 |
| 2018-06-01 | 296.036010381959 |
| 2018-07-01 | 296.310562773907 |
| 2018-08-01 | 297.653708146174 |
| 2018-09-01 | 298.556163270440 |
| 2018-10-01 | 299.638794148519 |
| 2018-11-01 | 299.170017724509 |
| 2018-12-01 | 299.643869444898 |
| 2019-01-01 | 301.295137147989 |
| 2019-02-01 | 300.480560716059 |
| 2019-03-01 | 302.116408694028 |
| 2019-04-01 | 302.431243759789 |
| 2019-05-01 | 302.344924760999 |
| 2019-06-01 | 302.119231178354 |
| 2019-07-01 | 300.317812295470 |
| 2019-08-01 | 301.749208886756 |
| 2019-09-01 | 302.766175998986 |
| 2019-10-01 | 303.785981075528 |
| 2019-11-01 | 304.409298028965 |
| 2019-12-01 | 305.679001293681 |
| 2020-01-01 | 305.760932050701 |
| 2020-02-01 | 306.558711677365 |
| 2020-03-01 | 304.739399574261 |
| 2020-04-01 | 277.844287326088 |
| 2020-05-01 | 278.566925207542 |
| 2020-06-01 | 283.396551804810 |
| 2020-07-01 | 283.395683550854 |
| 2020-08-01 | 284.106957608159 |
| 2020-09-01 | 283.709296226107 |
| 2020-10-01 | 283.625404487680 |
| 2020-11-01 | 284.856745849287 |
| 2020-12-01 | 282.672957161531 |
| 2021-01-01 | 285.715492728736 |
| 2021-02-01 | 283.162329523428 |
| 2021-03-01 | 289.558717195550 |
| 2021-04-01 | 289.540743845319 |
| 2021-05-01 | 291.308643437950 |
| 2021-06-01 | 290.780867594506 |
| 2021-07-01 | 290.578117652665 |
| 2021-08-01 | 291.536387567037 |
| 2021-09-01 | 291.479768440079 |
| 2021-10-01 | 294.402110857744 |
| 2021-11-01 | 295.061031041557 |
| 2021-12-01 | 296.850053708859 |
| 2022-01-01 | 296.575192555383 |
| 2022-02-01 | 298.575469652938 |
| 2022-03-01 | 299.746503949715 |
| 2022-04-01 | 302.181326054717 |
| 2022-05-01 | 303.061464406251 |
| 2022-06-01 | 301.777009103773 |
| 2022-07-01 | 305.215528683268 |
| 2022-08-01 | 306.818551999580 |
| 2022-09-01 | 309.112906468782 |
| 2022-10-01 | 309.342639012747 |
| 2022-11-01 | 310.031697644475 |
| 2022-12-01 | 311.164014084577 |
| 2023-01-01 | 313.130575707325 |
| 2023-02-01 | 313.806378648348 |
| 2023-03-01 | 316.221861646667 |
| 2023-04-01 | 316.513490265927 |
| 2023-05-01 | 317.180349700958 |
| 2023-06-01 | 318.091119225090 |
| 2023-07-01 | 320.014242494785 |
| 2023-08-01 | 321.841808905922 |
| 2023-09-01 | 323.842741598059 |
| 2023-10-01 | 324.515912988672 |
| 2023-11-01 | 325.986470165921 |
| 2023-12-01 | 328.638214878234 |
| 2024-01-01 | 326.572994265985 |
| 2024-02-01 | 329.034965834359 |
| 2024-03-01 | 327.245916692573 |
| 2024-04-01 | 327.417987119507 |
| 2024-05-01 | 328.754221067686 |
| 2024-06-01 | 329.685278602322 |
| 2024-07-01 | 329.962825770717 |
| 2024-08-01 | 330.294810550352 |
| 2024-09-01 | 331.107218809558 |
| 2024-10-01 | 331.861971267054 |
| 2024-11-01 | 333.335407167370 |
| 2024-12-01 | 334.321188943834 |
| 2025-01-01 | 336.958292905720 |
| 2025-02-01 | 337.430909334835 |
| 2025-03-01 | 339.140760924307 |
| 2025-04-01 | 340.709995490579 |
| 2025-05-01 | 338.848662482812 |
| 2025-06-01 | 344.081357829372 |
| 2025-07-01 | 345.490965540780 |
| 2025-08-01 | 346.170208845337 |
| 2025-09-01 | 345.758597341966 |
| 2025-10-01 | 346.722454358098 |
| 2025-11-01 | 347.516682052792 |