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 2026-06-01 |
| Last Updated | 2026-07-22 9:54 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 | 178.092581507201 |
| 1990-02-01 | 178.610830132283 |
| 1990-03-01 | 179.227184764256 |
| 1990-04-01 | 179.047550693119 |
| 1990-05-01 | 179.665303870231 |
| 1990-06-01 | 180.266413510579 |
| 1990-07-01 | 181.868964897084 |
| 1990-08-01 | 182.483363240439 |
| 1990-09-01 | 183.376795013675 |
| 1990-10-01 | 182.811474535847 |
| 1990-11-01 | 183.419542833323 |
| 1990-12-01 | 182.823501844981 |
| 1991-01-01 | 184.539280416802 |
| 1991-02-01 | 185.505398101927 |
| 1991-03-01 | 186.030713063342 |
| 1991-04-01 | 186.479819874982 |
| 1991-05-01 | 186.531733479734 |
| 1991-06-01 | 187.193287555321 |
| 1991-07-01 | 186.696636180052 |
| 1991-08-01 | 187.369399047294 |
| 1991-09-01 | 189.075822809246 |
| 1991-10-01 | 190.051209913956 |
| 1991-11-01 | 190.894608750036 |
| 1991-12-01 | 190.794323818087 |
| 1992-01-01 | 192.309116514004 |
| 1992-02-01 | 192.343850469959 |
| 1992-03-01 | 192.811664173609 |
| 1992-04-01 | 193.927891642055 |
| 1992-05-01 | 194.702501745950 |
| 1992-06-01 | 194.971826553708 |
| 1992-07-01 | 195.052585146423 |
| 1992-08-01 | 194.907162047452 |
| 1992-09-01 | 194.933161091321 |
| 1992-10-01 | 195.192587668152 |
| 1992-11-01 | 195.663521995199 |
| 1992-12-01 | 195.994216728590 |
| 1993-01-01 | 196.640234386977 |
| 1993-02-01 | 196.119438987995 |
| 1993-03-01 | 196.280391636534 |
| 1993-04-01 | 196.082495049014 |
| 1993-05-01 | 196.680186204011 |
| 1993-06-01 | 197.107538998458 |
| 1993-07-01 | 197.825400242208 |
| 1993-08-01 | 198.300623335281 |
| 1993-09-01 | 197.390724932406 |
| 1993-10-01 | 199.191917723530 |
| 1993-11-01 | 198.964186493986 |
| 1993-12-01 | 199.652104299503 |
| 1994-01-01 | 200.035845302379 |
| 1994-02-01 | 200.414926937227 |
| 1994-03-01 | 200.645683250561 |
| 1994-04-01 | 201.121279904976 |
| 1994-05-01 | 201.409451089859 |
| 1994-06-01 | 201.800892163015 |
| 1994-07-01 | 201.609903224284 |
| 1994-08-01 | 201.774934920249 |
| 1994-09-01 | 201.882640359437 |
| 1994-10-01 | 201.569798596904 |
| 1994-11-01 | 201.584311257115 |
| 1994-12-01 | 200.477172910941 |
| 1995-01-01 | 202.204091663401 |
| 1995-02-01 | 203.650544649274 |
| 1995-03-01 | 204.224345674072 |
| 1995-04-01 | 201.677059796980 |
| 1995-05-01 | 203.087517645212 |
| 1995-06-01 | 203.327496562268 |
| 1995-07-01 | 203.611876648864 |
| 1995-08-01 | 204.131149480158 |
| 1995-09-01 | 200.232136366576 |
| 1995-10-01 | 203.719072548572 |
| 1995-11-01 | 204.061528802543 |
| 1995-12-01 | 203.809817720467 |
| 1996-01-01 | 201.873265760298 |
| 1996-02-01 | 204.150179089294 |
| 1996-03-01 | 205.241996932140 |
| 1996-04-01 | 205.077944845968 |
| 1996-05-01 | 205.524895306767 |
| 1996-06-01 | 205.503454928591 |
| 1996-07-01 | 206.026856106641 |
| 1996-08-01 | 206.077363971321 |
| 1996-09-01 | 206.707547396965 |
| 1996-10-01 | 207.350705799395 |
| 1996-11-01 | 208.276432139900 |
| 1996-12-01 | 207.726955634664 |
| 1997-01-01 | 205.887695186914 |
| 1997-02-01 | 206.427216766774 |
| 1997-03-01 | 205.868400986531 |
| 1997-04-01 | 206.466184635408 |
| 1997-05-01 | 205.764622873887 |
| 1997-06-01 | 205.936157496711 |
| 1997-07-01 | 206.371276697697 |
| 1997-08-01 | 207.067820639824 |
| 1997-09-01 | 208.583937142528 |
| 1997-10-01 | 209.523354501544 |
| 1997-11-01 | 210.109112407611 |
| 1997-12-01 | 210.737428197951 |
| 1998-01-01 | 211.398406347629 |
| 1998-02-01 | 211.442929932094 |
| 1998-03-01 | 211.767744092916 |
| 1998-04-01 | 212.593347044006 |
| 1998-05-01 | 212.550192719689 |
| 1998-06-01 | 212.255777576528 |
| 1998-07-01 | 211.906428682784 |
| 1998-08-01 | 212.228841519773 |
| 1998-09-01 | 211.964782670798 |
| 1998-10-01 | 212.822135811604 |
| 1998-11-01 | 213.050300037349 |
| 1998-12-01 | 213.301498441343 |
| 1999-01-01 | 212.848900362840 |
| 1999-02-01 | 213.439765211750 |
| 1999-03-01 | 214.053725338217 |
| 1999-04-01 | 214.665972587286 |
| 1999-05-01 | 217.226069124925 |
| 1999-06-01 | 216.878620341463 |
| 1999-07-01 | 216.884303005150 |
| 1999-08-01 | 216.373885579667 |
| 1999-09-01 | 216.433191027781 |
| 1999-10-01 | 216.379004541309 |
| 1999-11-01 | 216.921069468379 |
| 1999-12-01 | 217.692539683073 |
| 2000-01-01 | 219.644162044097 |
| 2000-02-01 | 218.681607455059 |
| 2000-03-01 | 219.057890198683 |
| 2000-04-01 | 219.006143680221 |
| 2000-05-01 | 219.673280535323 |
| 2000-06-01 | 219.211346040384 |
| 2000-07-01 | 220.408209070150 |
| 2000-08-01 | 222.047605565914 |
| 2000-09-01 | 221.190824298162 |
| 2000-10-01 | 220.950904323061 |
| 2000-11-01 | 219.866908828166 |
| 2000-12-01 | 221.639810034242 |
| 2001-01-01 | 223.811759908455 |
| 2001-02-01 | 223.703021907414 |
| 2001-03-01 | 223.731395380205 |
| 2001-04-01 | 223.462282646779 |
| 2001-05-01 | 223.488937651976 |
| 2001-06-01 | 224.436312937781 |
| 2001-07-01 | 224.178204623006 |
| 2001-08-01 | 225.353679541522 |
| 2001-09-01 | 224.545101001454 |
| 2001-10-01 | 224.797662204361 |
| 2001-11-01 | 224.995343393329 |
| 2001-12-01 | 224.656873306468 |
| 2002-01-01 | 224.509824582734 |
| 2002-02-01 | 224.624654155068 |
| 2002-03-01 | 225.191326934241 |
| 2002-04-01 | 225.494678186089 |
| 2002-05-01 | 226.372151718625 |
| 2002-06-01 | 227.659946573490 |
| 2002-07-01 | 228.113198407533 |
| 2002-08-01 | 228.641909263589 |
| 2002-09-01 | 229.374727427296 |
| 2002-10-01 | 229.380812250614 |
| 2002-11-01 | 229.677383985939 |
| 2002-12-01 | 228.925087136455 |
| 2003-01-01 | 231.782514685074 |
| 2003-02-01 | 231.529279441267 |
| 2003-03-01 | 232.100129566182 |
| 2003-04-01 | 231.816468802652 |
| 2003-05-01 | 231.576462258929 |
| 2003-06-01 | 232.130626069669 |
| 2003-07-01 | 231.534706391864 |
| 2003-08-01 | 231.801656445109 |
| 2003-09-01 | 231.402234548100 |
| 2003-10-01 | 231.019015919564 |
| 2003-11-01 | 231.236204761757 |
| 2003-12-01 | 231.094348536695 |
| 2004-01-01 | 225.822816293177 |
| 2004-02-01 | 227.031472244036 |
| 2004-03-01 | 228.771773222901 |
| 2004-04-01 | 228.736360514028 |
| 2004-05-01 | 228.334191290158 |
| 2004-06-01 | 228.216467205913 |
| 2004-07-01 | 229.098614847925 |
| 2004-08-01 | 229.242485464197 |
| 2004-09-01 | 229.093958945329 |
| 2004-10-01 | 229.641290507377 |
| 2004-11-01 | 229.473625738468 |
| 2004-12-01 | 230.528624547499 |
| 2005-01-01 | 229.298390748392 |
| 2005-02-01 | 229.683728969851 |
| 2005-03-01 | 229.582900258327 |
| 2005-04-01 | 231.473056776202 |
| 2005-05-01 | 231.233188188841 |
| 2005-06-01 | 230.467735475089 |
| 2005-07-01 | 231.613932781690 |
| 2005-08-01 | 231.983681883455 |
| 2005-09-01 | 233.874195780940 |
| 2005-10-01 | 234.730774109560 |
| 2005-11-01 | 235.831515127661 |
| 2005-12-01 | 236.155337102540 |
| 2006-01-01 | 235.921192443943 |
| 2006-02-01 | 236.314670072327 |
| 2006-03-01 | 236.313017815365 |
| 2006-04-01 | 236.874840649477 |
| 2006-05-01 | 237.436863915229 |
| 2006-06-01 | 238.151393590259 |
| 2006-07-01 | 238.344718983516 |
| 2006-08-01 | 238.403780293599 |
| 2006-09-01 | 239.898419172822 |
| 2006-10-01 | 239.997578212978 |
| 2006-11-01 | 240.285395169491 |
| 2006-12-01 | 240.073761101770 |
| 2007-01-01 | 241.568605819315 |
| 2007-02-01 | 241.347135153658 |
| 2007-03-01 | 244.390288646446 |
| 2007-04-01 | 242.764771352731 |
| 2007-05-01 | 243.681773234302 |
| 2007-06-01 | 244.192231719024 |
| 2007-07-01 | 244.743387919066 |
| 2007-08-01 | 245.164254248156 |
| 2007-09-01 | 244.881734572360 |
| 2007-10-01 | 246.374139650958 |
| 2007-11-01 | 246.357251068340 |
| 2007-12-01 | 246.852773955894 |
| 2008-01-01 | 245.443460874676 |
| 2008-02-01 | 248.032758304869 |
| 2008-03-01 | 248.072323736842 |
| 2008-04-01 | 249.443565457403 |
| 2008-05-01 | 249.248186268356 |
| 2008-06-01 | 249.155584625001 |
| 2008-07-01 | 249.990147928257 |
| 2008-08-01 | 250.894543519286 |
| 2008-09-01 | 251.755535552195 |
| 2008-10-01 | 251.829136819915 |
| 2008-11-01 | 252.668952047568 |
| 2008-12-01 | 253.626741958246 |
| 2009-01-01 | 254.115213010222 |
| 2009-02-01 | 254.358024800898 |
| 2009-03-01 | 253.476834473508 |
| 2009-04-01 | 252.663889168508 |
| 2009-05-01 | 252.437666665890 |
| 2009-06-01 | 252.791644528628 |
| 2009-07-01 | 253.857131395820 |
| 2009-08-01 | 252.982461250583 |
| 2009-09-01 | 251.450218832556 |
| 2009-10-01 | 252.358685376446 |
| 2009-11-01 | 252.458565244847 |
| 2009-12-01 | 252.206256719151 |
| 2010-01-01 | 253.239026076484 |
| 2010-02-01 | 252.445731378190 |
| 2010-03-01 | 253.181057844264 |
| 2010-04-01 | 253.996685204403 |
| 2010-05-01 | 255.524390742868 |
| 2010-06-01 | 256.338468839912 |
| 2010-07-01 | 257.243070355597 |
| 2010-08-01 | 257.498941290863 |
| 2010-09-01 | 255.648197360181 |
| 2010-10-01 | 258.698727016063 |
| 2010-11-01 | 258.993186278030 |
| 2010-12-01 | 259.395884377531 |
| 2011-01-01 | 258.904624165369 |
| 2011-02-01 | 260.129188685084 |
| 2011-03-01 | 261.093582081555 |
| 2011-04-01 | 260.794014083352 |
| 2011-05-01 | 261.087814873217 |
| 2011-06-01 | 261.126056712193 |
| 2011-07-01 | 261.435315071649 |
| 2011-08-01 | 261.355325244035 |
| 2011-09-01 | 260.979416665447 |
| 2011-10-01 | 260.433136301725 |
| 2011-11-01 | 260.948119414034 |
| 2011-12-01 | 261.830208298650 |
| 2012-01-01 | 261.711005782109 |
| 2012-02-01 | 261.911140580492 |
| 2012-03-01 | 264.272639664469 |
| 2012-04-01 | 262.881239934311 |
| 2012-05-01 | 262.804198880492 |
| 2012-06-01 | 262.724657385318 |
| 2012-07-01 | 262.331713887566 |
| 2012-08-01 | 262.551557373236 |
| 2012-09-01 | 263.162442951537 |
| 2012-10-01 | 263.910661083428 |
| 2012-11-01 | 263.462180248063 |
| 2012-12-01 | 263.617905745236 |
| 2013-01-01 | 263.396050223452 |
| 2013-02-01 | 263.859255144878 |
| 2013-03-01 | 266.147324980356 |
| 2013-04-01 | 263.146532385476 |
| 2013-05-01 | 262.703990372927 |
| 2013-06-01 | 263.442405822902 |
| 2013-07-01 | 263.331841725409 |
| 2013-08-01 | 263.524354580484 |
| 2013-09-01 | 265.352430172055 |
| 2013-10-01 | 264.436078429662 |
| 2013-11-01 | 265.838342526265 |
| 2013-12-01 | 264.847371623664 |
| 2014-01-01 | 265.489372424738 |
| 2014-02-01 | 265.532341503083 |
| 2014-03-01 | 266.297558360167 |
| 2014-04-01 | 267.824294666748 |
| 2014-05-01 | 267.867278540228 |
| 2014-06-01 | 268.542406285134 |
| 2014-07-01 | 269.367928606650 |
| 2014-08-01 | 270.309897908974 |
| 2014-09-01 | 270.174714359295 |
| 2014-10-01 | 270.686087091490 |
| 2014-11-01 | 271.408219980604 |
| 2014-12-01 | 271.248675166278 |
| 2015-01-01 | 271.919110435589 |
| 2015-02-01 | 271.979947796799 |
| 2015-03-01 | 271.974750846368 |
| 2015-04-01 | 272.328589958359 |
| 2015-05-01 | 272.581635185080 |
| 2015-06-01 | 273.252554343989 |
| 2015-07-01 | 273.164857374740 |
| 2015-08-01 | 273.018298471499 |
| 2015-09-01 | 272.439782338590 |
| 2015-10-01 | 274.407353283439 |
| 2015-11-01 | 274.852775002120 |
| 2015-12-01 | 275.610577144211 |
| 2016-01-01 | 276.008813479224 |
| 2016-02-01 | 276.391991038008 |
| 2016-03-01 | 277.199420943304 |
| 2016-04-01 | 278.976670067683 |
| 2016-05-01 | 279.665388441696 |
| 2016-06-01 | 279.747760394333 |
| 2016-07-01 | 281.125772165771 |
| 2016-08-01 | 281.721370831391 |
| 2016-09-01 | 282.702581897417 |
| 2016-10-01 | 282.822314246015 |
| 2016-11-01 | 283.063170993258 |
| 2016-12-01 | 284.152278172321 |
| 2017-01-01 | 285.134970215362 |
| 2017-02-01 | 285.602330313428 |
| 2017-03-01 | 286.065193220530 |
| 2017-04-01 | 285.733518181026 |
| 2017-05-01 | 286.230388474818 |
| 2017-06-01 | 285.700446424679 |
| 2017-07-01 | 287.440261054568 |
| 2017-08-01 | 287.465314931155 |
| 2017-09-01 | 288.824489058255 |
| 2017-10-01 | 288.989406964124 |
| 2017-11-01 | 290.661553750478 |
| 2017-12-01 | 292.923038852207 |
| 2018-01-01 | 291.312335495227 |
| 2018-02-01 | 293.328633864374 |
| 2018-03-01 | 293.753234151650 |
| 2018-04-01 | 294.344828124457 |
| 2018-05-01 | 295.171315158091 |
| 2018-06-01 | 296.038535944468 |
| 2018-07-01 | 296.314426442815 |
| 2018-08-01 | 297.659633580402 |
| 2018-09-01 | 298.567125602147 |
| 2018-10-01 | 299.645729209568 |
| 2018-11-01 | 299.164189843216 |
| 2018-12-01 | 299.631083747542 |
| 2019-01-01 | 301.265175454341 |
| 2019-02-01 | 300.456440305097 |
| 2019-03-01 | 302.143115045623 |
| 2019-04-01 | 302.428030207527 |
| 2019-05-01 | 302.344894601448 |
| 2019-06-01 | 302.129197558057 |
| 2019-07-01 | 300.330246956640 |
| 2019-08-01 | 301.773492050683 |
| 2019-09-01 | 302.793000463813 |
| 2019-10-01 | 303.807917366625 |
| 2019-11-01 | 304.420892875724 |
| 2019-12-01 | 305.694690801617 |
| 2020-01-01 | 305.546921882863 |
| 2020-02-01 | 306.551074258759 |
| 2020-03-01 | 304.793763219720 |
| 2020-04-01 | 277.842084789152 |
| 2020-05-01 | 278.567090321254 |
| 2020-06-01 | 283.437507653492 |
| 2020-07-01 | 283.420871425750 |
| 2020-08-01 | 284.153255913190 |
| 2020-09-01 | 283.764518892996 |
| 2020-10-01 | 283.673539413353 |
| 2020-11-01 | 284.881181376300 |
| 2020-12-01 | 282.693887423768 |
| 2021-01-01 | 285.316042798373 |
| 2021-02-01 | 283.152041945496 |
| 2021-03-01 | 289.592906305146 |
| 2021-04-01 | 289.553679549780 |
| 2021-05-01 | 291.334324175696 |
| 2021-06-01 | 290.869883246021 |
| 2021-07-01 | 290.651679997926 |
| 2021-08-01 | 291.637576030168 |
| 2021-09-01 | 291.579002844485 |
| 2021-10-01 | 294.491007645044 |
| 2021-11-01 | 295.135398915577 |
| 2021-12-01 | 296.826470089690 |
| 2022-01-01 | 295.797470182295 |
| 2022-02-01 | 298.556200481972 |
| 2022-03-01 | 299.793369040313 |
| 2022-04-01 | 302.230847165402 |
| 2022-05-01 | 303.148188993217 |
| 2022-06-01 | 301.962676889968 |
| 2022-07-01 | 305.395673460465 |
| 2022-08-01 | 307.008876857437 |
| 2022-09-01 | 309.230351367890 |
| 2022-10-01 | 309.491583813312 |
| 2022-11-01 | 310.108526490492 |
| 2022-12-01 | 310.981766987254 |
| 2023-01-01 | 312.100936617001 |
| 2023-02-01 | 313.612630764630 |
| 2023-03-01 | 316.179784463337 |
| 2023-04-01 | 316.711488039542 |
| 2023-05-01 | 317.452696178955 |
| 2023-06-01 | 318.269177636217 |
| 2023-07-01 | 320.499272770340 |
| 2023-08-01 | 322.216698213481 |
| 2023-09-01 | 323.871119713349 |
| 2023-10-01 | 324.653691587829 |
| 2023-11-01 | 326.057690659149 |
| 2023-12-01 | 328.224765864758 |
| 2024-01-01 | 325.143620141261 |
| 2024-02-01 | 328.795714426883 |
| 2024-03-01 | 327.124051345852 |
| 2024-04-01 | 327.851845624909 |
| 2024-05-01 | 329.298075262083 |
| 2024-06-01 | 329.828824946463 |
| 2024-07-01 | 330.720632521485 |
| 2024-08-01 | 330.731535331856 |
| 2024-09-01 | 331.381810606753 |
| 2024-10-01 | 331.445510491033 |
| 2024-11-01 | 332.847829544390 |
| 2024-12-01 | 333.454384856951 |
| 2025-01-01 | 336.038110176026 |
| 2025-02-01 | 337.124148433259 |
| 2025-03-01 | 337.861845028215 |
| 2025-04-01 | 337.767951376506 |
| 2025-05-01 | 337.129140771379 |
| 2025-06-01 | 339.722045369733 |
| 2025-07-01 | 339.536185622686 |
| 2025-08-01 | 340.245670288196 |
| 2025-09-01 | 340.406059998204 |
| 2025-10-01 | 341.346338493584 |
| 2025-11-01 | 341.603306717197 |
| 2025-12-01 | 342.705122744324 |
| 2026-01-01 | 345.308128154037 |
| 2026-02-01 | 342.493211679416 |
| 2026-03-01 | 343.822161350391 |
| 2026-04-01 | 344.753868416593 |
| 2026-05-01 | 345.057978586780 |
| 2026-06-01 | 346.895312549378 |