Table Data - All Employees: Private Service Providing in Philadelphia, PA (MD)
| Title | All Employees: Private Service Providing in Philadelphia, PA (MD) |
|---|---|
| Series ID | SMU42379640800000001SA |
| 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 1:07 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 | 676.687011273858 |
| 1990-02-01 | 673.499145701622 |
| 1990-03-01 | 674.166922617056 |
| 1990-04-01 | 665.615564173667 |
| 1990-05-01 | 669.640168286642 |
| 1990-06-01 | 670.031783262994 |
| 1990-07-01 | 670.092232857835 |
| 1990-08-01 | 671.838566171771 |
| 1990-09-01 | 668.822249854016 |
| 1990-10-01 | 662.245439790275 |
| 1990-11-01 | 664.149782178386 |
| 1990-12-01 | 661.141213794482 |
| 1991-01-01 | 659.327753710901 |
| 1991-02-01 | 658.651553694266 |
| 1991-03-01 | 657.068575408858 |
| 1991-04-01 | 652.260795944604 |
| 1991-05-01 | 649.083578697543 |
| 1991-06-01 | 647.942615828494 |
| 1991-07-01 | 644.030448738325 |
| 1991-08-01 | 643.772370511100 |
| 1991-09-01 | 643.564261005482 |
| 1991-10-01 | 641.056529887021 |
| 1991-11-01 | 641.770986807113 |
| 1991-12-01 | 641.013280830433 |
| 1992-01-01 | 645.045675565020 |
| 1992-02-01 | 640.240095270911 |
| 1992-03-01 | 639.858669141427 |
| 1992-04-01 | 640.644010152951 |
| 1992-05-01 | 641.820651782130 |
| 1992-06-01 | 640.954940321425 |
| 1992-07-01 | 640.512781999472 |
| 1992-08-01 | 637.763485759781 |
| 1992-09-01 | 637.885404960296 |
| 1992-10-01 | 638.745591203279 |
| 1992-11-01 | 637.890144468954 |
| 1992-12-01 | 638.775569972553 |
| 1993-01-01 | 644.685585035738 |
| 1993-02-01 | 641.925815370661 |
| 1993-03-01 | 638.531207571421 |
| 1993-04-01 | 640.445914504451 |
| 1993-05-01 | 640.549166319182 |
| 1993-06-01 | 640.441747467239 |
| 1993-07-01 | 641.958505929463 |
| 1993-08-01 | 641.090651536412 |
| 1993-09-01 | 640.648277204426 |
| 1993-10-01 | 641.890694311613 |
| 1993-11-01 | 641.241680485311 |
| 1993-12-01 | 643.232523683634 |
| 1994-01-01 | 645.017394567899 |
| 1994-02-01 | 643.461729960639 |
| 1994-03-01 | 645.378551208006 |
| 1994-04-01 | 643.665321047481 |
| 1994-05-01 | 645.365708369631 |
| 1994-06-01 | 645.312063303119 |
| 1994-07-01 | 645.762749289969 |
| 1994-08-01 | 646.064942352480 |
| 1994-09-01 | 645.812031745374 |
| 1994-10-01 | 646.437208819834 |
| 1994-11-01 | 646.508568494851 |
| 1994-12-01 | 644.532422261786 |
| 1995-01-01 | 642.751132102198 |
| 1995-02-01 | 643.854596971399 |
| 1995-03-01 | 643.964859602581 |
| 1995-04-01 | 640.486060260079 |
| 1995-05-01 | 643.160027960890 |
| 1995-06-01 | 642.554458516643 |
| 1995-07-01 | 642.258400537345 |
| 1995-08-01 | 645.530877406214 |
| 1995-09-01 | 644.969662954765 |
| 1995-10-01 | 645.212855793682 |
| 1995-11-01 | 644.516996503766 |
| 1995-12-01 | 645.068300663104 |
| 1996-01-01 | 637.601161033368 |
| 1996-02-01 | 644.025567524675 |
| 1996-03-01 | 645.169889854136 |
| 1996-04-01 | 647.919499408245 |
| 1996-05-01 | 646.504884876285 |
| 1996-06-01 | 646.862043137677 |
| 1996-07-01 | 648.414990536203 |
| 1996-08-01 | 649.077381394080 |
| 1996-09-01 | 649.951640580204 |
| 1996-10-01 | 646.551967343918 |
| 1996-11-01 | 646.781380329777 |
| 1996-12-01 | 646.441963808939 |
| 1997-01-01 | 644.124574214328 |
| 1997-02-01 | 644.520004250322 |
| 1997-03-01 | 644.107634860574 |
| 1997-04-01 | 644.767768931533 |
| 1997-05-01 | 643.344932093024 |
| 1997-06-01 | 644.577966405010 |
| 1997-07-01 | 644.757642154408 |
| 1997-08-01 | 643.557004362676 |
| 1997-09-01 | 651.944546948341 |
| 1997-10-01 | 655.238292917687 |
| 1997-11-01 | 657.063559972128 |
| 1997-12-01 | 660.338931726432 |
| 1998-01-01 | 658.343188811329 |
| 1998-02-01 | 658.439076844194 |
| 1998-03-01 | 658.229799634932 |
| 1998-04-01 | 661.023859190520 |
| 1998-05-01 | 661.651984358628 |
| 1998-06-01 | 660.054491645077 |
| 1998-07-01 | 658.949102408678 |
| 1998-08-01 | 659.814621151546 |
| 1998-09-01 | 660.352193606417 |
| 1998-10-01 | 668.550429245279 |
| 1998-11-01 | 668.300493356646 |
| 1998-12-01 | 670.443157197925 |
| 1999-01-01 | 668.042705863330 |
| 1999-02-01 | 668.659822628736 |
| 1999-03-01 | 669.144481067967 |
| 1999-04-01 | 670.434113006494 |
| 1999-05-01 | 673.544977654006 |
| 1999-06-01 | 676.356118051225 |
| 1999-07-01 | 677.260946191714 |
| 1999-08-01 | 677.135123623664 |
| 1999-09-01 | 673.415353384156 |
| 1999-10-01 | 675.120197315376 |
| 1999-11-01 | 674.469634489722 |
| 1999-12-01 | 679.559248647888 |
| 2000-01-01 | 685.572572482505 |
| 2000-02-01 | 683.843756138639 |
| 2000-03-01 | 683.777778480796 |
| 2000-04-01 | 685.158021874396 |
| 2000-05-01 | 684.435337141373 |
| 2000-06-01 | 683.305963407226 |
| 2000-07-01 | 684.074083962155 |
| 2000-08-01 | 683.487075023319 |
| 2000-09-01 | 684.013890618593 |
| 2000-10-01 | 680.557023527686 |
| 2000-11-01 | 678.100699843731 |
| 2000-12-01 | 680.866445521561 |
| 2001-01-01 | 685.708736449638 |
| 2001-02-01 | 685.272022930730 |
| 2001-03-01 | 684.394900535137 |
| 2001-04-01 | 681.050929815642 |
| 2001-05-01 | 681.388706272547 |
| 2001-06-01 | 682.546529839697 |
| 2001-07-01 | 680.486268134983 |
| 2001-08-01 | 681.003384617232 |
| 2001-09-01 | 678.435104188988 |
| 2001-10-01 | 676.543851872079 |
| 2001-11-01 | 676.137326749927 |
| 2001-12-01 | 674.757303463112 |
| 2002-01-01 | 675.725856833706 |
| 2002-02-01 | 675.654553922106 |
| 2002-03-01 | 676.387028866120 |
| 2002-04-01 | 676.651824441776 |
| 2002-05-01 | 677.752497495037 |
| 2002-06-01 | 681.474119196195 |
| 2002-07-01 | 680.821904473834 |
| 2002-08-01 | 681.442113928737 |
| 2002-09-01 | 681.709549397928 |
| 2002-10-01 | 683.171930733017 |
| 2002-11-01 | 682.730650380607 |
| 2002-12-01 | 682.771965237534 |
| 2003-01-01 | 683.650162670463 |
| 2003-02-01 | 682.399992068467 |
| 2003-03-01 | 682.355786837092 |
| 2003-04-01 | 678.293509572858 |
| 2003-05-01 | 677.013350625799 |
| 2003-06-01 | 674.910513320135 |
| 2003-07-01 | 672.363906689821 |
| 2003-08-01 | 672.092638514174 |
| 2003-09-01 | 669.321639152850 |
| 2003-10-01 | 667.333399872439 |
| 2003-11-01 | 665.546316999537 |
| 2003-12-01 | 663.607089274554 |
| 2004-01-01 | 658.468002136601 |
| 2004-02-01 | 659.656549641458 |
| 2004-03-01 | 659.623089969625 |
| 2004-04-01 | 660.759197892759 |
| 2004-05-01 | 658.328276247476 |
| 2004-06-01 | 659.930024852333 |
| 2004-07-01 | 662.428335769231 |
| 2004-08-01 | 662.951351697494 |
| 2004-09-01 | 662.770755334340 |
| 2004-10-01 | 666.526535531617 |
| 2004-11-01 | 664.544581142193 |
| 2004-12-01 | 666.536022224824 |
| 2005-01-01 | 665.871387464702 |
| 2005-02-01 | 665.967074221812 |
| 2005-03-01 | 664.212763896832 |
| 2005-04-01 | 667.563085614233 |
| 2005-05-01 | 667.312124026452 |
| 2005-06-01 | 666.342744514463 |
| 2005-07-01 | 666.219573947098 |
| 2005-08-01 | 666.282317425061 |
| 2005-09-01 | 671.997664918322 |
| 2005-10-01 | 668.629722861112 |
| 2005-11-01 | 670.016700468362 |
| 2005-12-01 | 671.189672686927 |
| 2006-01-01 | 671.493441667638 |
| 2006-02-01 | 672.894411760870 |
| 2006-03-01 | 671.783458439389 |
| 2006-04-01 | 673.514000763317 |
| 2006-05-01 | 674.786926748873 |
| 2006-06-01 | 675.328787805050 |
| 2006-07-01 | 675.913337099871 |
| 2006-08-01 | 674.904059720824 |
| 2006-09-01 | 677.067576856765 |
| 2006-10-01 | 676.984601250985 |
| 2006-11-01 | 677.212000964567 |
| 2006-12-01 | 677.122058364819 |
| 2007-01-01 | 680.099149087465 |
| 2007-02-01 | 680.650182200037 |
| 2007-03-01 | 683.307068089574 |
| 2007-04-01 | 680.378460530319 |
| 2007-05-01 | 681.494570597814 |
| 2007-06-01 | 682.399378501291 |
| 2007-07-01 | 682.812718859432 |
| 2007-08-01 | 683.512864473782 |
| 2007-09-01 | 683.025000879944 |
| 2007-10-01 | 683.273604122500 |
| 2007-11-01 | 683.983870198528 |
| 2007-12-01 | 684.539915515207 |
| 2008-01-01 | 682.874437918779 |
| 2008-02-01 | 685.142236515973 |
| 2008-03-01 | 684.114432160467 |
| 2008-04-01 | 687.790364226958 |
| 2008-05-01 | 687.273846004974 |
| 2008-06-01 | 686.478671197647 |
| 2008-07-01 | 688.000846999795 |
| 2008-08-01 | 688.871122190474 |
| 2008-09-01 | 687.468750506554 |
| 2008-10-01 | 686.778548458606 |
| 2008-11-01 | 685.274891794202 |
| 2008-12-01 | 684.639898088005 |
| 2009-01-01 | 682.896035836818 |
| 2009-02-01 | 682.298739737703 |
| 2009-03-01 | 677.785454666087 |
| 2009-04-01 | 672.666255199463 |
| 2009-05-01 | 672.931395422019 |
| 2009-06-01 | 672.081102903872 |
| 2009-07-01 | 672.642418257817 |
| 2009-08-01 | 670.940725407387 |
| 2009-09-01 | 666.611166673269 |
| 2009-10-01 | 671.968921081016 |
| 2009-11-01 | 671.041665554020 |
| 2009-12-01 | 670.507389701162 |
| 2010-01-01 | 672.288285715322 |
| 2010-02-01 | 671.078849636695 |
| 2010-03-01 | 672.986299498156 |
| 2010-04-01 | 674.302049620499 |
| 2010-05-01 | 677.045113049849 |
| 2010-06-01 | 678.257345724573 |
| 2010-07-01 | 678.807739212589 |
| 2010-08-01 | 680.371991697684 |
| 2010-09-01 | 677.514805977001 |
| 2010-10-01 | 683.239995752127 |
| 2010-11-01 | 683.369838291936 |
| 2010-12-01 | 684.592711406115 |
| 2011-01-01 | 685.025169797922 |
| 2011-02-01 | 686.816674767142 |
| 2011-03-01 | 688.328135490362 |
| 2011-04-01 | 689.437406322887 |
| 2011-05-01 | 688.475513037942 |
| 2011-06-01 | 688.266786221312 |
| 2011-07-01 | 687.174123586458 |
| 2011-08-01 | 686.987769873304 |
| 2011-09-01 | 687.621627489765 |
| 2011-10-01 | 687.672980569822 |
| 2011-11-01 | 689.154883553433 |
| 2011-12-01 | 689.232668847572 |
| 2012-01-01 | 690.061306590808 |
| 2012-02-01 | 691.886821826415 |
| 2012-03-01 | 697.097956053606 |
| 2012-04-01 | 694.479058816952 |
| 2012-05-01 | 696.233165646748 |
| 2012-06-01 | 696.546736032277 |
| 2012-07-01 | 696.561398103116 |
| 2012-08-01 | 697.917380999573 |
| 2012-09-01 | 698.177648197507 |
| 2012-10-01 | 699.309248665654 |
| 2012-11-01 | 701.022504101790 |
| 2012-12-01 | 701.417227368383 |
| 2013-01-01 | 700.018646372883 |
| 2013-02-01 | 705.039297735204 |
| 2013-03-01 | 707.011313947980 |
| 2013-04-01 | 703.716878281340 |
| 2013-05-01 | 703.128439910361 |
| 2013-06-01 | 705.335929738869 |
| 2013-07-01 | 706.215185776154 |
| 2013-08-01 | 706.492155311918 |
| 2013-09-01 | 708.649954009007 |
| 2013-10-01 | 707.352167742809 |
| 2013-11-01 | 709.187642956029 |
| 2013-12-01 | 709.517257246484 |
| 2014-01-01 | 711.457785419430 |
| 2014-02-01 | 711.388052926818 |
| 2014-03-01 | 713.397531173287 |
| 2014-04-01 | 715.330484121324 |
| 2014-05-01 | 716.011676458386 |
| 2014-06-01 | 717.476997522553 |
| 2014-07-01 | 719.007610450746 |
| 2014-08-01 | 721.437031804147 |
| 2014-09-01 | 722.876906475296 |
| 2014-10-01 | 724.742516116356 |
| 2014-11-01 | 724.892639597084 |
| 2014-12-01 | 725.804208907038 |
| 2015-01-01 | 726.017668594841 |
| 2015-02-01 | 726.425850104409 |
| 2015-03-01 | 726.446703237711 |
| 2015-04-01 | 727.251196154226 |
| 2015-05-01 | 728.725427930894 |
| 2015-06-01 | 731.784328692849 |
| 2015-07-01 | 729.880576152693 |
| 2015-08-01 | 730.112131404417 |
| 2015-09-01 | 730.390480654260 |
| 2015-10-01 | 735.446226936670 |
| 2015-11-01 | 734.490299923326 |
| 2015-12-01 | 736.675033850514 |
| 2016-01-01 | 736.585191656320 |
| 2016-02-01 | 739.129092454068 |
| 2016-03-01 | 740.706629181596 |
| 2016-04-01 | 743.988530011835 |
| 2016-05-01 | 743.810265313494 |
| 2016-06-01 | 746.298704910326 |
| 2016-07-01 | 749.252281667594 |
| 2016-08-01 | 750.574617580258 |
| 2016-09-01 | 754.240567755652 |
| 2016-10-01 | 751.842076822846 |
| 2016-11-01 | 752.478106374011 |
| 2016-12-01 | 753.535728624617 |
| 2017-01-01 | 755.431829891552 |
| 2017-02-01 | 756.519055711951 |
| 2017-03-01 | 756.965295510500 |
| 2017-04-01 | 756.914823090865 |
| 2017-05-01 | 758.584111939717 |
| 2017-06-01 | 757.971499263749 |
| 2017-07-01 | 760.023369808001 |
| 2017-08-01 | 760.912522829825 |
| 2017-09-01 | 763.130237176359 |
| 2017-10-01 | 764.370610294292 |
| 2017-11-01 | 766.142628887530 |
| 2017-12-01 | 767.962887062053 |
| 2018-01-01 | 768.106689421885 |
| 2018-02-01 | 772.330671959832 |
| 2018-03-01 | 770.732811602051 |
| 2018-04-01 | 772.794655078527 |
| 2018-05-01 | 774.870881073786 |
| 2018-06-01 | 777.555565144898 |
| 2018-07-01 | 777.864087014950 |
| 2018-08-01 | 778.736117341053 |
| 2018-09-01 | 780.599645736411 |
| 2018-10-01 | 782.546459021666 |
| 2018-11-01 | 782.232187113288 |
| 2018-12-01 | 780.890362231382 |
| 2019-01-01 | 787.023633019724 |
| 2019-02-01 | 787.467143791285 |
| 2019-03-01 | 788.476619279429 |
| 2019-04-01 | 791.463748832077 |
| 2019-05-01 | 791.042817149351 |
| 2019-06-01 | 792.426929733698 |
| 2019-07-01 | 792.514302607128 |
| 2019-08-01 | 795.064073445770 |
| 2019-09-01 | 796.686511738377 |
| 2019-10-01 | 798.739281419978 |
| 2019-11-01 | 801.316150027851 |
| 2019-12-01 | 802.833988049381 |
| 2020-01-01 | 803.205120194386 |
| 2020-02-01 | 806.100052166610 |
| 2020-03-01 | 795.458709837612 |
| 2020-04-01 | 651.756833700247 |
| 2020-05-01 | 657.941476452219 |
| 2020-06-01 | 677.321879396868 |
| 2020-07-01 | 693.577106427115 |
| 2020-08-01 | 699.215531437701 |
| 2020-09-01 | 703.682973209576 |
| 2020-10-01 | 713.318170998532 |
| 2020-11-01 | 715.290766494630 |
| 2020-12-01 | 705.903270321504 |
| 2021-01-01 | 711.970014138698 |
| 2021-02-01 | 715.006140792762 |
| 2021-03-01 | 724.440625815090 |
| 2021-04-01 | 728.142511104953 |
| 2021-05-01 | 732.668755889263 |
| 2021-06-01 | 738.213561853990 |
| 2021-07-01 | 745.226955697296 |
| 2021-08-01 | 750.847043450393 |
| 2021-09-01 | 751.092005712852 |
| 2021-10-01 | 761.883199478577 |
| 2021-11-01 | 769.032585927256 |
| 2021-12-01 | 775.093119885240 |
| 2022-01-01 | 773.728713711553 |
| 2022-02-01 | 781.240387221848 |
| 2022-03-01 | 784.550315767016 |
| 2022-04-01 | 789.846101407286 |
| 2022-05-01 | 792.782327693826 |
| 2022-06-01 | 794.135121176695 |
| 2022-07-01 | 800.158786882300 |
| 2022-08-01 | 802.041300205797 |
| 2022-09-01 | 803.414206673225 |
| 2022-10-01 | 805.103442884036 |
| 2022-11-01 | 806.282010540127 |
| 2022-12-01 | 807.104652454579 |
| 2023-01-01 | 810.855826032728 |
| 2023-02-01 | 812.588501477097 |
| 2023-03-01 | 815.127038221485 |
| 2023-04-01 | 813.998396213741 |
| 2023-05-01 | 816.173341045147 |
| 2023-06-01 | 817.187916932230 |
| 2023-07-01 | 818.911032139857 |
| 2023-08-01 | 819.417695356107 |
| 2023-09-01 | 821.936683909853 |
| 2023-10-01 | 821.014412109712 |
| 2023-11-01 | 820.840160831150 |
| 2023-12-01 | 822.444092587081 |
| 2024-01-01 | 818.406743575184 |
| 2024-02-01 | 823.498987314634 |
| 2024-03-01 | 822.640994688275 |
| 2024-04-01 | 823.553797327932 |
| 2024-05-01 | 823.893937964449 |
| 2024-06-01 | 825.269731571654 |
| 2024-07-01 | 823.934762749463 |
| 2024-08-01 | 824.640539752942 |
| 2024-09-01 | 826.763127148893 |
| 2024-10-01 | 827.120568964698 |
| 2024-11-01 | 828.946100691757 |
| 2024-12-01 | 829.397290356446 |
| 2025-01-01 | 832.932158642346 |
| 2025-02-01 | 834.605175750761 |
| 2025-03-01 | 835.982524153371 |
| 2025-04-01 | 834.087033978154 |
| 2025-05-01 | 834.542167106462 |
| 2025-06-01 | 836.507433519667 |
| 2025-07-01 | 835.917790784539 |
| 2025-08-01 | 837.061555032950 |
| 2025-09-01 | 835.990693286266 |
| 2025-10-01 | 836.155718649423 |
| 2025-11-01 | 835.636139625828 |
| 2025-12-01 | 836.886734257773 |
| 2026-01-01 | 838.420539930270 |
| 2026-02-01 | 834.107096560416 |
| 2026-03-01 | 834.206231802821 |
| 2026-04-01 | 836.393214227111 |