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 2026-08-01 |
| Last Updated | 2026-09-18 11:33 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 | 178.0924312218 |
| 1990-02-01 | 178.6107650444 |
| 1990-03-01 | 179.2270704317 |
| 1990-04-01 | 179.0475492179 |
| 1990-05-01 | 179.6653083205 |
| 1990-06-01 | 180.2663969566 |
| 1990-07-01 | 181.8688493095 |
| 1990-08-01 | 182.4831877693 |
| 1990-09-01 | 183.3775214931 |
| 1990-10-01 | 182.8115662246 |
| 1990-11-01 | 183.4194569774 |
| 1990-12-01 | 182.8234297167 |
| 1991-01-01 | 184.5390942323 |
| 1991-02-01 | 185.5053378550 |
| 1991-03-01 | 186.0306206583 |
| 1991-04-01 | 186.4798062121 |
| 1991-05-01 | 186.5317199467 |
| 1991-06-01 | 187.1932610382 |
| 1991-07-01 | 186.6965401357 |
| 1991-08-01 | 187.3692730906 |
| 1991-09-01 | 189.0765007249 |
| 1991-10-01 | 190.0512853901 |
| 1991-11-01 | 190.8945532403 |
| 1991-12-01 | 190.7942722178 |
| 1992-01-01 | 192.3088929648 |
| 1992-02-01 | 192.3437997898 |
| 1992-03-01 | 192.8115937495 |
| 1992-04-01 | 193.9278524827 |
| 1992-05-01 | 194.7024479388 |
| 1992-06-01 | 194.9717727576 |
| 1992-07-01 | 195.0525220272 |
| 1992-08-01 | 194.9071197200 |
| 1992-09-01 | 194.9337975145 |
| 1992-10-01 | 195.1926513170 |
| 1992-11-01 | 195.6634914763 |
| 1992-12-01 | 195.9941600147 |
| 1993-01-01 | 196.6400096745 |
| 1993-02-01 | 196.1194166544 |
| 1993-03-01 | 196.2803208411 |
| 1993-04-01 | 196.0824048035 |
| 1993-05-01 | 196.6800949095 |
| 1993-06-01 | 197.1074529563 |
| 1993-07-01 | 197.8253002163 |
| 1993-08-01 | 198.3005157139 |
| 1993-09-01 | 197.3918102394 |
| 1993-10-01 | 199.1918194808 |
| 1993-11-01 | 198.9640803488 |
| 1993-12-01 | 199.6520054197 |
| 1994-01-01 | 200.0356530350 |
| 1994-02-01 | 200.4148979553 |
| 1994-03-01 | 200.6455887505 |
| 1994-04-01 | 201.1211655718 |
| 1994-05-01 | 201.4093382947 |
| 1994-06-01 | 201.8007888483 |
| 1994-07-01 | 201.6097833071 |
| 1994-08-01 | 201.7747892560 |
| 1994-09-01 | 201.8841129906 |
| 1994-10-01 | 201.5696519358 |
| 1994-11-01 | 201.5839947284 |
| 1994-12-01 | 200.4770131214 |
| 1995-01-01 | 202.2039576180 |
| 1995-02-01 | 203.6505173587 |
| 1995-03-01 | 204.2242371710 |
| 1995-04-01 | 201.6769519010 |
| 1995-05-01 | 203.0874305058 |
| 1995-06-01 | 203.3274101982 |
| 1995-07-01 | 203.6117212035 |
| 1995-08-01 | 204.1309118605 |
| 1995-09-01 | 200.2339162158 |
| 1995-10-01 | 203.7188429347 |
| 1995-11-01 | 204.0609939212 |
| 1995-12-01 | 203.8096278905 |
| 1996-01-01 | 201.8731928609 |
| 1996-02-01 | 204.1501125646 |
| 1996-03-01 | 205.2419142219 |
| 1996-04-01 | 205.0779019960 |
| 1996-05-01 | 205.5248470215 |
| 1996-06-01 | 205.5034102915 |
| 1996-07-01 | 206.0267934760 |
| 1996-08-01 | 206.0772907438 |
| 1996-09-01 | 206.7087628233 |
| 1996-10-01 | 207.3506715862 |
| 1996-11-01 | 208.2758308398 |
| 1996-12-01 | 207.7267837867 |
| 1997-01-01 | 205.8876677867 |
| 1997-02-01 | 206.4271678424 |
| 1997-03-01 | 205.8683595809 |
| 1997-04-01 | 206.4661916126 |
| 1997-05-01 | 205.7646276646 |
| 1997-06-01 | 205.9361483128 |
| 1997-07-01 | 206.3712722565 |
| 1997-08-01 | 207.0678267706 |
| 1997-09-01 | 208.5845893617 |
| 1997-10-01 | 209.5233511560 |
| 1997-11-01 | 210.1086966558 |
| 1997-12-01 | 210.7372889395 |
| 1998-01-01 | 211.3983807168 |
| 1998-02-01 | 211.4428922587 |
| 1998-03-01 | 211.7677443732 |
| 1998-04-01 | 212.5933828073 |
| 1998-05-01 | 212.5502259885 |
| 1998-06-01 | 212.2557983075 |
| 1998-07-01 | 211.9064830940 |
| 1998-08-01 | 212.2289395957 |
| 1998-09-01 | 211.9648824811 |
| 1998-10-01 | 212.8222041940 |
| 1998-11-01 | 213.0500709108 |
| 1998-12-01 | 213.3013330813 |
| 1999-01-01 | 212.8489194649 |
| 1999-02-01 | 213.4397617566 |
| 1999-03-01 | 214.0537400472 |
| 1999-04-01 | 214.6660063245 |
| 1999-05-01 | 217.2261311295 |
| 1999-06-01 | 216.8786914556 |
| 1999-07-01 | 216.8843504855 |
| 1999-08-01 | 216.3739726671 |
| 1999-09-01 | 216.4331894977 |
| 1999-10-01 | 216.3789499279 |
| 1999-11-01 | 216.9208950977 |
| 1999-12-01 | 217.6922914577 |
| 2000-01-01 | 219.6442297882 |
| 2000-02-01 | 218.6816534998 |
| 2000-03-01 | 219.0579672232 |
| 2000-04-01 | 219.0062317432 |
| 2000-05-01 | 219.6733915189 |
| 2000-06-01 | 219.2115067886 |
| 2000-07-01 | 220.4082805686 |
| 2000-08-01 | 222.0476967191 |
| 2000-09-01 | 221.1907067960 |
| 2000-10-01 | 220.9506922750 |
| 2000-11-01 | 219.8665605417 |
| 2000-12-01 | 221.6393056884 |
| 2001-01-01 | 223.8119588513 |
| 2001-02-01 | 223.7032342047 |
| 2001-03-01 | 223.7316559157 |
| 2001-04-01 | 223.4625288541 |
| 2001-05-01 | 223.4891689835 |
| 2001-06-01 | 224.4366267809 |
| 2001-07-01 | 224.1783326150 |
| 2001-08-01 | 225.3537352243 |
| 2001-09-01 | 224.5448160466 |
| 2001-10-01 | 224.7971550629 |
| 2001-11-01 | 224.9945369468 |
| 2001-12-01 | 224.6555706764 |
| 2002-01-01 | 224.5106832298 |
| 2002-02-01 | 224.6253621717 |
| 2002-03-01 | 225.1917709497 |
| 2002-04-01 | 225.4951801802 |
| 2002-05-01 | 226.3725539576 |
| 2002-06-01 | 227.6603233623 |
| 2002-07-01 | 228.1133354827 |
| 2002-08-01 | 228.6418212197 |
| 2002-09-01 | 229.3742616068 |
| 2002-10-01 | 229.3800515137 |
| 2002-11-01 | 229.6762228251 |
| 2002-12-01 | 228.9226385274 |
| 2003-01-01 | 231.7842192145 |
| 2003-02-01 | 231.5305947924 |
| 2003-03-01 | 232.1007883903 |
| 2003-04-01 | 231.8172072922 |
| 2003-05-01 | 231.5770308097 |
| 2003-06-01 | 232.1309341739 |
| 2003-07-01 | 231.5347887857 |
| 2003-08-01 | 231.8014096480 |
| 2003-09-01 | 231.4016858255 |
| 2003-10-01 | 231.0181609762 |
| 2003-11-01 | 231.2348321452 |
| 2003-12-01 | 231.0910493008 |
| 2004-01-01 | 225.8251703204 |
| 2004-02-01 | 227.0331592097 |
| 2004-03-01 | 228.7724415331 |
| 2004-04-01 | 228.7371648637 |
| 2004-05-01 | 228.3347753578 |
| 2004-06-01 | 228.2165357681 |
| 2004-07-01 | 229.0985496020 |
| 2004-08-01 | 229.2421499675 |
| 2004-09-01 | 229.0934382107 |
| 2004-10-01 | 229.6405704266 |
| 2004-11-01 | 229.4726683648 |
| 2004-12-01 | 230.5257944012 |
| 2005-01-01 | 229.3002145497 |
| 2005-02-01 | 229.6851488225 |
| 2005-03-01 | 229.5836805319 |
| 2005-04-01 | 231.4737193176 |
| 2005-05-01 | 231.2336513994 |
| 2005-06-01 | 230.4676267747 |
| 2005-07-01 | 231.6138056677 |
| 2005-08-01 | 231.9833755067 |
| 2005-09-01 | 233.8738114960 |
| 2005-10-01 | 234.7302641615 |
| 2005-11-01 | 235.8309056615 |
| 2005-12-01 | 236.1536712859 |
| 2006-01-01 | 235.9221900464 |
| 2006-02-01 | 236.3155366548 |
| 2006-03-01 | 236.3137118754 |
| 2006-04-01 | 236.8752642511 |
| 2006-05-01 | 237.4371122786 |
| 2006-06-01 | 238.1512398171 |
| 2006-07-01 | 238.3445729459 |
| 2006-08-01 | 238.4035617957 |
| 2006-09-01 | 239.8981952404 |
| 2006-10-01 | 239.9973143513 |
| 2006-11-01 | 240.2851937352 |
| 2006-12-01 | 240.0732264712 |
| 2007-01-01 | 241.5687642698 |
| 2007-02-01 | 241.3474075508 |
| 2007-03-01 | 244.3908681932 |
| 2007-04-01 | 242.7649422324 |
| 2007-05-01 | 243.6818494081 |
| 2007-06-01 | 244.1921393584 |
| 2007-07-01 | 244.7433230738 |
| 2007-08-01 | 245.1641374040 |
| 2007-09-01 | 244.8816183063 |
| 2007-10-01 | 246.3740440984 |
| 2007-11-01 | 246.3571504630 |
| 2007-12-01 | 246.8527009153 |
| 2008-01-01 | 245.4434779339 |
| 2008-02-01 | 248.0328060146 |
| 2008-03-01 | 248.0725962671 |
| 2008-04-01 | 249.4436159081 |
| 2008-05-01 | 249.2481847525 |
| 2008-06-01 | 249.1555537899 |
| 2008-07-01 | 249.9901310396 |
| 2008-08-01 | 250.8944956949 |
| 2008-09-01 | 251.7554479666 |
| 2008-10-01 | 251.8291287386 |
| 2008-11-01 | 252.6689407533 |
| 2008-12-01 | 253.6267272757 |
| 2009-01-01 | 254.1152348720 |
| 2009-02-01 | 254.3580201402 |
| 2009-03-01 | 253.4769423988 |
| 2009-04-01 | 252.6638926710 |
| 2009-05-01 | 252.4376590026 |
| 2009-06-01 | 252.7916288974 |
| 2009-07-01 | 253.8571588042 |
| 2009-08-01 | 252.9824502724 |
| 2009-09-01 | 251.4501186548 |
| 2009-10-01 | 252.3586930028 |
| 2009-11-01 | 252.4585678889 |
| 2009-12-01 | 252.2062550218 |
| 2010-01-01 | 253.2390633655 |
| 2010-02-01 | 252.4457402249 |
| 2010-03-01 | 253.1810758048 |
| 2010-04-01 | 253.9966918075 |
| 2010-05-01 | 255.5243897403 |
| 2010-06-01 | 256.3384610191 |
| 2010-07-01 | 257.2430923609 |
| 2010-08-01 | 257.4989385751 |
| 2010-09-01 | 255.6481273758 |
| 2010-10-01 | 258.6987293582 |
| 2010-11-01 | 258.9931885772 |
| 2010-12-01 | 259.3958858765 |
| 2011-01-01 | 258.9046490009 |
| 2011-02-01 | 260.1291929536 |
| 2011-03-01 | 261.0935968234 |
| 2011-04-01 | 260.7940144161 |
| 2011-05-01 | 261.0878131053 |
| 2011-06-01 | 261.1260537643 |
| 2011-07-01 | 261.4353273166 |
| 2011-08-01 | 261.3553233889 |
| 2011-09-01 | 260.9793768795 |
| 2011-10-01 | 260.4331357312 |
| 2011-11-01 | 260.9481211820 |
| 2011-12-01 | 261.8302093259 |
| 2012-01-01 | 261.7110198487 |
| 2012-02-01 | 261.9111420541 |
| 2012-03-01 | 264.2726476901 |
| 2012-04-01 | 262.8812442836 |
| 2012-05-01 | 262.8041956051 |
| 2012-06-01 | 262.7246560138 |
| 2012-07-01 | 262.3317134136 |
| 2012-08-01 | 262.5515578275 |
| 2012-09-01 | 263.1624391468 |
| 2012-10-01 | 263.9106633596 |
| 2012-11-01 | 263.4621838392 |
| 2012-12-01 | 263.6179017367 |
| 2013-01-01 | 263.3960415486 |
| 2013-02-01 | 263.8592329923 |
| 2013-03-01 | 266.1473083311 |
| 2013-04-01 | 263.1465419397 |
| 2013-05-01 | 262.7040035938 |
| 2013-06-01 | 263.4424332549 |
| 2013-07-01 | 263.3318683450 |
| 2013-08-01 | 263.5243719342 |
| 2013-09-01 | 265.3524371633 |
| 2013-10-01 | 264.4360817541 |
| 2013-11-01 | 265.8383413869 |
| 2013-12-01 | 264.8473438982 |
| 2014-01-01 | 265.4893225435 |
| 2014-02-01 | 265.5322568177 |
| 2014-03-01 | 266.2974856095 |
| 2014-04-01 | 267.8243111275 |
| 2014-05-01 | 267.8673528484 |
| 2014-06-01 | 268.5425290905 |
| 2014-07-01 | 269.3680378122 |
| 2014-08-01 | 270.3099503005 |
| 2014-09-01 | 270.1747136810 |
| 2014-10-01 | 270.6860579309 |
| 2014-11-01 | 271.4081972699 |
| 2014-12-01 | 271.2485901165 |
| 2015-01-01 | 271.9189769108 |
| 2015-02-01 | 271.9798099655 |
| 2015-03-01 | 271.9746305781 |
| 2015-04-01 | 272.3285025378 |
| 2015-05-01 | 272.5815248978 |
| 2015-06-01 | 273.2535710075 |
| 2015-07-01 | 273.1647440790 |
| 2015-08-01 | 273.0183329539 |
| 2015-09-01 | 272.4397720589 |
| 2015-10-01 | 274.4073608647 |
| 2015-11-01 | 274.8527807818 |
| 2015-12-01 | 275.6103720752 |
| 2016-01-01 | 276.0085377538 |
| 2016-02-01 | 276.3916481704 |
| 2016-03-01 | 277.1991343839 |
| 2016-04-01 | 278.9764619540 |
| 2016-05-01 | 279.6651590553 |
| 2016-06-01 | 279.7497959488 |
| 2016-07-01 | 281.1254669872 |
| 2016-08-01 | 281.7214314720 |
| 2016-09-01 | 282.7026775440 |
| 2016-10-01 | 282.8225664248 |
| 2016-11-01 | 283.0634479604 |
| 2016-12-01 | 284.1519621251 |
| 2017-01-01 | 285.1342792758 |
| 2017-02-01 | 285.6013033670 |
| 2017-03-01 | 286.0642122579 |
| 2017-04-01 | 285.7330059031 |
| 2017-05-01 | 286.2304154853 |
| 2017-06-01 | 285.7043478716 |
| 2017-07-01 | 287.4386110289 |
| 2017-08-01 | 287.4660292704 |
| 2017-09-01 | 288.8252507822 |
| 2017-10-01 | 288.9904056730 |
| 2017-11-01 | 290.6623488599 |
| 2017-12-01 | 292.9227525582 |
| 2018-01-01 | 291.3112238331 |
| 2018-02-01 | 293.3266415166 |
| 2018-03-01 | 293.7468637422 |
| 2018-04-01 | 294.3454606999 |
| 2018-05-01 | 295.1725835356 |
| 2018-06-01 | 296.0459365901 |
| 2018-07-01 | 296.3118052482 |
| 2018-08-01 | 297.6611282175 |
| 2018-09-01 | 298.5687291682 |
| 2018-10-01 | 299.6475558400 |
| 2018-11-01 | 299.1655842353 |
| 2018-12-01 | 299.6304302778 |
| 2019-01-01 | 301.2649068831 |
| 2019-02-01 | 300.4522768912 |
| 2019-03-01 | 302.1266517717 |
| 2019-04-01 | 302.4314283079 |
| 2019-05-01 | 302.3487935318 |
| 2019-06-01 | 302.1413244469 |
| 2019-07-01 | 300.3276100309 |
| 2019-08-01 | 301.7762941891 |
| 2019-09-01 | 302.7951924029 |
| 2019-10-01 | 303.8098066085 |
| 2019-11-01 | 304.4221221970 |
| 2019-12-01 | 305.6925821767 |
| 2020-01-01 | 305.5489976577 |
| 2020-02-01 | 306.5444964996 |
| 2020-03-01 | 304.7672668142 |
| 2020-04-01 | 277.8465747648 |
| 2020-05-01 | 278.5698800498 |
| 2020-06-01 | 283.4615456234 |
| 2020-07-01 | 283.4180447570 |
| 2020-08-01 | 284.1542685792 |
| 2020-09-01 | 283.7653250315 |
| 2020-10-01 | 283.6740834449 |
| 2020-11-01 | 284.8814488322 |
| 2020-12-01 | 282.6911016722 |
| 2021-01-01 | 285.3222506857 |
| 2021-02-01 | 283.1455567922 |
| 2021-03-01 | 289.5669471269 |
| 2021-04-01 | 289.5546668244 |
| 2021-05-01 | 291.3318426979 |
| 2021-06-01 | 290.8996339103 |
| 2021-07-01 | 290.6478403292 |
| 2021-08-01 | 291.6379761430 |
| 2021-09-01 | 291.5814896467 |
| 2021-10-01 | 294.4961140672 |
| 2021-11-01 | 295.1437392781 |
| 2021-12-01 | 296.8257716253 |
| 2022-01-01 | 295.8123859677 |
| 2022-02-01 | 298.5461867026 |
| 2022-03-01 | 299.7587433165 |
| 2022-04-01 | 302.2027011006 |
| 2022-05-01 | 303.1209018449 |
| 2022-06-01 | 301.9952878480 |
| 2022-07-01 | 305.4037150483 |
| 2022-08-01 | 307.0308835916 |
| 2022-09-01 | 309.2560718710 |
| 2022-10-01 | 309.5148141631 |
| 2022-11-01 | 310.1363549582 |
| 2022-12-01 | 310.9923300953 |
| 2023-01-01 | 312.1171418168 |
| 2023-02-01 | 313.5812558042 |
| 2023-03-01 | 316.1131041573 |
| 2023-04-01 | 316.6417296370 |
| 2023-05-01 | 317.2857196806 |
| 2023-06-01 | 318.3228770358 |
| 2023-07-01 | 320.5799340543 |
| 2023-08-01 | 322.3192491494 |
| 2023-09-01 | 323.9631686646 |
| 2023-10-01 | 324.7213790047 |
| 2023-11-01 | 326.1180824745 |
| 2023-12-01 | 328.2444510982 |
| 2024-01-01 | 325.1544091929 |
| 2024-02-01 | 328.7154714809 |
| 2024-03-01 | 326.9793643587 |
| 2024-04-01 | 327.6577393507 |
| 2024-05-01 | 328.8154629611 |
| 2024-06-01 | 330.0026295281 |
| 2024-07-01 | 330.9936345067 |
| 2024-08-01 | 331.0492818968 |
| 2024-09-01 | 331.5654492827 |
| 2024-10-01 | 331.5527929553 |
| 2024-11-01 | 332.8983402915 |
| 2024-12-01 | 333.4611919836 |
| 2025-01-01 | 336.0145445346 |
| 2025-02-01 | 336.9815641071 |
| 2025-03-01 | 337.6221418568 |
| 2025-04-01 | 337.4187830718 |
| 2025-05-01 | 336.2534373941 |
| 2025-06-01 | 340.1017621942 |
| 2025-07-01 | 340.0543741612 |
| 2025-08-01 | 340.8140861782 |
| 2025-09-01 | 340.6737338795 |
| 2025-10-01 | 341.4832506094 |
| 2025-11-01 | 341.6188815431 |
| 2025-12-01 | 342.6771323728 |
| 2026-01-01 | 345.2558932336 |
| 2026-02-01 | 342.3077517283 |
| 2026-03-01 | 343.5008204726 |
| 2026-04-01 | 344.2119788265 |
| 2026-05-01 | 343.8875299557 |
| 2026-06-01 | 343.9977626833 |
| 2026-07-01 | 344.0278759613 |
| 2026-08-01 | 344.5761232272 |