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 2026-06-01 |
| Last Updated | 2026-07-22 9:55 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 | 676.690794504143 |
| 1990-02-01 | 673.498847721881 |
| 1990-03-01 | 674.158830587079 |
| 1990-04-01 | 665.620326372765 |
| 1990-05-01 | 669.638811306204 |
| 1990-06-01 | 670.031549383233 |
| 1990-07-01 | 670.092726127173 |
| 1990-08-01 | 671.838021539904 |
| 1990-09-01 | 668.822282950525 |
| 1990-10-01 | 662.245395299082 |
| 1990-11-01 | 664.150216833767 |
| 1990-12-01 | 661.142044275991 |
| 1991-01-01 | 659.331536093673 |
| 1991-02-01 | 658.651433939222 |
| 1991-03-01 | 657.061152858333 |
| 1991-04-01 | 652.264900081145 |
| 1991-05-01 | 649.082362920005 |
| 1991-06-01 | 647.942388105688 |
| 1991-07-01 | 644.030817148023 |
| 1991-08-01 | 643.771822685791 |
| 1991-09-01 | 643.564143306605 |
| 1991-10-01 | 641.056337312733 |
| 1991-11-01 | 641.771249358874 |
| 1991-12-01 | 641.013907119618 |
| 1992-01-01 | 645.050350402001 |
| 1992-02-01 | 640.240230522880 |
| 1992-03-01 | 639.852256858573 |
| 1992-04-01 | 640.646409798775 |
| 1992-05-01 | 641.819860544492 |
| 1992-06-01 | 640.954731273555 |
| 1992-07-01 | 640.512871664355 |
| 1992-08-01 | 637.763258904002 |
| 1992-09-01 | 637.885110920229 |
| 1992-10-01 | 638.745167264042 |
| 1992-11-01 | 637.889883152023 |
| 1992-12-01 | 638.775350513052 |
| 1993-01-01 | 644.692488539407 |
| 1993-02-01 | 641.925874637290 |
| 1993-03-01 | 638.526078981134 |
| 1993-04-01 | 640.446590346068 |
| 1993-05-01 | 640.548474843656 |
| 1993-06-01 | 640.441419482802 |
| 1993-07-01 | 641.958226664890 |
| 1993-08-01 | 641.090463477914 |
| 1993-09-01 | 640.649055242641 |
| 1993-10-01 | 641.889659391574 |
| 1993-11-01 | 641.240595775858 |
| 1993-12-01 | 643.231345443924 |
| 1994-01-01 | 645.026461388636 |
| 1994-02-01 | 643.461732881870 |
| 1994-03-01 | 645.374245177389 |
| 1994-04-01 | 643.664675605024 |
| 1994-05-01 | 645.365021457236 |
| 1994-06-01 | 645.311551812343 |
| 1994-07-01 | 645.762307688580 |
| 1994-08-01 | 646.065376256126 |
| 1994-09-01 | 645.813810587981 |
| 1994-10-01 | 646.435556982880 |
| 1994-11-01 | 646.506761883764 |
| 1994-12-01 | 644.530323439841 |
| 1995-01-01 | 642.760950110335 |
| 1995-02-01 | 643.854434978924 |
| 1995-03-01 | 643.961609081953 |
| 1995-04-01 | 640.484972287289 |
| 1995-05-01 | 643.158899508142 |
| 1995-06-01 | 642.553691341106 |
| 1995-07-01 | 642.258049151349 |
| 1995-08-01 | 645.531952455443 |
| 1995-09-01 | 644.973323326673 |
| 1995-10-01 | 645.210258997074 |
| 1995-11-01 | 644.514634711706 |
| 1995-12-01 | 645.065677040036 |
| 1996-01-01 | 637.610047562099 |
| 1996-02-01 | 644.025413112605 |
| 1996-03-01 | 645.167322393867 |
| 1996-04-01 | 647.918347570472 |
| 1996-05-01 | 646.503618690906 |
| 1996-06-01 | 646.861117385796 |
| 1996-07-01 | 648.414540792139 |
| 1996-08-01 | 649.079394360039 |
| 1996-09-01 | 649.956701030031 |
| 1996-10-01 | 646.549110028329 |
| 1996-11-01 | 646.778703330561 |
| 1996-12-01 | 646.438918007803 |
| 1997-01-01 | 644.131833617788 |
| 1997-02-01 | 644.519785904525 |
| 1997-03-01 | 644.105729437365 |
| 1997-04-01 | 644.766673720604 |
| 1997-05-01 | 643.343709372300 |
| 1997-06-01 | 644.577001940430 |
| 1997-07-01 | 644.757040159885 |
| 1997-08-01 | 643.559224588129 |
| 1997-09-01 | 651.951390517880 |
| 1997-10-01 | 655.235236017768 |
| 1997-11-01 | 657.060862656848 |
| 1997-12-01 | 660.336111613017 |
| 1998-01-01 | 658.347729325866 |
| 1998-02-01 | 658.438801020721 |
| 1998-03-01 | 658.228501550096 |
| 1998-04-01 | 661.023071025124 |
| 1998-05-01 | 661.650945532914 |
| 1998-06-01 | 660.053549012253 |
| 1998-07-01 | 658.948361280994 |
| 1998-08-01 | 659.817027538990 |
| 1998-09-01 | 660.358886689825 |
| 1998-10-01 | 668.548133430803 |
| 1998-11-01 | 668.298324553722 |
| 1998-12-01 | 670.440921035232 |
| 1999-01-01 | 668.044491535985 |
| 1999-02-01 | 668.659571144645 |
| 1999-03-01 | 669.143801468440 |
| 1999-04-01 | 670.433611672525 |
| 1999-05-01 | 673.544205108771 |
| 1999-06-01 | 676.355113114412 |
| 1999-07-01 | 677.260231330762 |
| 1999-08-01 | 677.137220665388 |
| 1999-09-01 | 673.421386270830 |
| 1999-10-01 | 675.118502494843 |
| 1999-11-01 | 674.468128072444 |
| 1999-12-01 | 679.557767752620 |
| 2000-01-01 | 685.572633428233 |
| 2000-02-01 | 683.843443589805 |
| 2000-03-01 | 683.777708376878 |
| 2000-04-01 | 685.157780031474 |
| 2000-05-01 | 684.434862904704 |
| 2000-06-01 | 683.304919576339 |
| 2000-07-01 | 684.073244170405 |
| 2000-08-01 | 683.488615598568 |
| 2000-09-01 | 684.018148221058 |
| 2000-10-01 | 680.556460904691 |
| 2000-11-01 | 678.099778093475 |
| 2000-12-01 | 680.865383842856 |
| 2001-01-01 | 685.708754086044 |
| 2001-02-01 | 685.271669780026 |
| 2001-03-01 | 684.394876910649 |
| 2001-04-01 | 681.050857767514 |
| 2001-05-01 | 681.388447766350 |
| 2001-06-01 | 682.545479207046 |
| 2001-07-01 | 680.485569474102 |
| 2001-08-01 | 681.004098484818 |
| 2001-09-01 | 678.438008827782 |
| 2001-10-01 | 676.543720237617 |
| 2001-11-01 | 676.136861849981 |
| 2001-12-01 | 674.756735322537 |
| 2002-01-01 | 675.725947486404 |
| 2002-02-01 | 675.654271495849 |
| 2002-03-01 | 676.387075993852 |
| 2002-04-01 | 676.651856468724 |
| 2002-05-01 | 677.752317324678 |
| 2002-06-01 | 681.473239763901 |
| 2002-07-01 | 680.821507844417 |
| 2002-08-01 | 681.442389122088 |
| 2002-09-01 | 681.710790015275 |
| 2002-10-01 | 683.172223412147 |
| 2002-11-01 | 682.730582765303 |
| 2002-12-01 | 682.771734166794 |
| 2003-01-01 | 683.650249552304 |
| 2003-02-01 | 682.399828296193 |
| 2003-03-01 | 682.355822376479 |
| 2003-04-01 | 678.293548655527 |
| 2003-05-01 | 677.013223813716 |
| 2003-06-01 | 674.909834269866 |
| 2003-07-01 | 672.363926287992 |
| 2003-08-01 | 672.092830693645 |
| 2003-09-01 | 669.321957337531 |
| 2003-10-01 | 667.333502561286 |
| 2003-11-01 | 665.546390752895 |
| 2003-12-01 | 663.607024039273 |
| 2004-01-01 | 658.468049388323 |
| 2004-02-01 | 659.656515114369 |
| 2004-03-01 | 659.623145001167 |
| 2004-04-01 | 660.759246166485 |
| 2004-05-01 | 658.328207897036 |
| 2004-06-01 | 659.929637489924 |
| 2004-07-01 | 662.428361225689 |
| 2004-08-01 | 662.951422938703 |
| 2004-09-01 | 662.770824492697 |
| 2004-10-01 | 666.526628265415 |
| 2004-11-01 | 664.544618275104 |
| 2004-12-01 | 666.536027584394 |
| 2005-01-01 | 665.871392170077 |
| 2005-02-01 | 665.967084541228 |
| 2005-03-01 | 664.212782805932 |
| 2005-04-01 | 667.563116268820 |
| 2005-05-01 | 667.312059104766 |
| 2005-06-01 | 666.342570818648 |
| 2005-07-01 | 666.219599073978 |
| 2005-08-01 | 666.282360170866 |
| 2005-09-01 | 671.997687500465 |
| 2005-10-01 | 668.629769151123 |
| 2005-11-01 | 670.016710235023 |
| 2005-12-01 | 671.189674227335 |
| 2006-01-01 | 671.493447501851 |
| 2006-02-01 | 672.894421721703 |
| 2006-03-01 | 671.783464683655 |
| 2006-04-01 | 673.514005210584 |
| 2006-05-01 | 674.786852531677 |
| 2006-06-01 | 675.328769921051 |
| 2006-07-01 | 675.913322394247 |
| 2006-08-01 | 674.904078423074 |
| 2006-09-01 | 677.067591570155 |
| 2006-10-01 | 676.984638092859 |
| 2006-11-01 | 677.212010184063 |
| 2006-12-01 | 677.122062060158 |
| 2007-01-01 | 680.099152094942 |
| 2007-02-01 | 680.650179821949 |
| 2007-03-01 | 683.307057815432 |
| 2007-04-01 | 680.378457480135 |
| 2007-05-01 | 681.494533882089 |
| 2007-06-01 | 682.399374163125 |
| 2007-07-01 | 682.812717260280 |
| 2007-08-01 | 683.512881088105 |
| 2007-09-01 | 683.025009260781 |
| 2007-10-01 | 683.273621333392 |
| 2007-11-01 | 683.983873007664 |
| 2007-12-01 | 684.539914863040 |
| 2008-01-01 | 682.874436254698 |
| 2008-02-01 | 685.142232464480 |
| 2008-03-01 | 684.114420008030 |
| 2008-04-01 | 687.790362459192 |
| 2008-05-01 | 687.273842960208 |
| 2008-06-01 | 686.478669245286 |
| 2008-07-01 | 688.000847478838 |
| 2008-08-01 | 688.871131897933 |
| 2008-09-01 | 687.468754806814 |
| 2008-10-01 | 686.778550416154 |
| 2008-11-01 | 685.274891979669 |
| 2008-12-01 | 684.639896631740 |
| 2009-01-01 | 682.896033478344 |
| 2009-02-01 | 682.298736155559 |
| 2009-03-01 | 677.785447683958 |
| 2009-04-01 | 672.666260016086 |
| 2009-05-01 | 672.931396944824 |
| 2009-06-01 | 672.081104661395 |
| 2009-07-01 | 672.642420067077 |
| 2009-08-01 | 670.940727068645 |
| 2009-09-01 | 666.611167442872 |
| 2009-10-01 | 671.968920639966 |
| 2009-11-01 | 671.041662984288 |
| 2009-12-01 | 670.507385579888 |
| 2010-01-01 | 672.288282744774 |
| 2010-02-01 | 671.078845519097 |
| 2010-03-01 | 672.986297540044 |
| 2010-04-01 | 674.302056226969 |
| 2010-05-01 | 677.045132107919 |
| 2010-06-01 | 678.257347164850 |
| 2010-07-01 | 678.807738655999 |
| 2010-08-01 | 680.371987904532 |
| 2010-09-01 | 677.514799097261 |
| 2010-10-01 | 683.239987725043 |
| 2010-11-01 | 683.369830257003 |
| 2010-12-01 | 684.592703901771 |
| 2011-01-01 | 685.025166714982 |
| 2011-02-01 | 686.816673777714 |
| 2011-03-01 | 688.328144707454 |
| 2011-04-01 | 689.437419321105 |
| 2011-05-01 | 688.475558000656 |
| 2011-06-01 | 688.266792500575 |
| 2011-07-01 | 687.174118725777 |
| 2011-08-01 | 686.987751186995 |
| 2011-09-01 | 687.621599739673 |
| 2011-10-01 | 687.672953269590 |
| 2011-11-01 | 689.154864021640 |
| 2011-12-01 | 689.232659902716 |
| 2012-01-01 | 690.061309931320 |
| 2012-02-01 | 691.886827787437 |
| 2012-03-01 | 697.097984335640 |
| 2012-04-01 | 694.479099779013 |
| 2012-05-01 | 696.233260707196 |
| 2012-06-01 | 696.546716173512 |
| 2012-07-01 | 696.561415867438 |
| 2012-08-01 | 697.917380874752 |
| 2012-09-01 | 698.177486757167 |
| 2012-10-01 | 699.309175163250 |
| 2012-11-01 | 701.022492764807 |
| 2012-12-01 | 701.417233254908 |
| 2013-01-01 | 700.018668598806 |
| 2013-02-01 | 705.039323914379 |
| 2013-03-01 | 707.011367006585 |
| 2013-04-01 | 703.717025004665 |
| 2013-05-01 | 703.128536746141 |
| 2013-06-01 | 705.335881445073 |
| 2013-07-01 | 706.215238613343 |
| 2013-08-01 | 706.492193305834 |
| 2013-09-01 | 708.649516275726 |
| 2013-10-01 | 707.352064481767 |
| 2013-11-01 | 709.187653860500 |
| 2013-12-01 | 709.517295586915 |
| 2014-01-01 | 711.457859199150 |
| 2014-02-01 | 711.388143880577 |
| 2014-03-01 | 713.397646260098 |
| 2014-04-01 | 715.330764296654 |
| 2014-05-01 | 716.011787553465 |
| 2014-06-01 | 717.476911614839 |
| 2014-07-01 | 719.007655128662 |
| 2014-08-01 | 721.436984066087 |
| 2014-09-01 | 722.875986725942 |
| 2014-10-01 | 724.742205583120 |
| 2014-11-01 | 724.892585956316 |
| 2014-12-01 | 725.804329674878 |
| 2015-01-01 | 726.018037989874 |
| 2015-02-01 | 726.426805422773 |
| 2015-03-01 | 726.447218693796 |
| 2015-04-01 | 727.251716886605 |
| 2015-05-01 | 728.725345124568 |
| 2015-06-01 | 731.783834311104 |
| 2015-07-01 | 729.880087165541 |
| 2015-08-01 | 730.111497952072 |
| 2015-09-01 | 730.388769508285 |
| 2015-10-01 | 735.445344570193 |
| 2015-11-01 | 734.489962256198 |
| 2015-12-01 | 736.675663039353 |
| 2016-01-01 | 736.586627867286 |
| 2016-02-01 | 739.132079026399 |
| 2016-03-01 | 740.708550249591 |
| 2016-04-01 | 743.989576241831 |
| 2016-05-01 | 743.809603234509 |
| 2016-06-01 | 746.296901295206 |
| 2016-07-01 | 749.250337014759 |
| 2016-08-01 | 750.572653078498 |
| 2016-09-01 | 754.237487321141 |
| 2016-10-01 | 751.839768270623 |
| 2016-11-01 | 752.476932675408 |
| 2016-12-01 | 753.537154823268 |
| 2017-01-01 | 755.435190909445 |
| 2017-02-01 | 756.525740442822 |
| 2017-03-01 | 756.971673500842 |
| 2017-04-01 | 756.920142863465 |
| 2017-05-01 | 758.578360594182 |
| 2017-06-01 | 757.965636490079 |
| 2017-07-01 | 760.019808869096 |
| 2017-08-01 | 760.909167133223 |
| 2017-09-01 | 763.125533247528 |
| 2017-10-01 | 764.366463901714 |
| 2017-11-01 | 766.139376730788 |
| 2017-12-01 | 767.965734078561 |
| 2018-01-01 | 768.111882549101 |
| 2018-02-01 | 772.342330985546 |
| 2018-03-01 | 770.747483877470 |
| 2018-04-01 | 772.803572556777 |
| 2018-05-01 | 774.859029077663 |
| 2018-06-01 | 777.544870592860 |
| 2018-07-01 | 777.858446108107 |
| 2018-08-01 | 778.731467884350 |
| 2018-09-01 | 780.593468659409 |
| 2018-10-01 | 782.542562339548 |
| 2018-11-01 | 782.222654508664 |
| 2018-12-01 | 780.893957010118 |
| 2019-01-01 | 787.030702243673 |
| 2019-02-01 | 787.484522249907 |
| 2019-03-01 | 788.500359811320 |
| 2019-04-01 | 791.477269520722 |
| 2019-05-01 | 791.025644402942 |
| 2019-06-01 | 792.409727788173 |
| 2019-07-01 | 792.507915289989 |
| 2019-08-01 | 795.059352353425 |
| 2019-09-01 | 796.679759601411 |
| 2019-10-01 | 798.736484442019 |
| 2019-11-01 | 801.300656319829 |
| 2019-12-01 | 802.833343007253 |
| 2020-01-01 | 803.212896845238 |
| 2020-02-01 | 806.120792014152 |
| 2020-03-01 | 795.494315563457 |
| 2020-04-01 | 651.768360533100 |
| 2020-05-01 | 657.927480800144 |
| 2020-06-01 | 677.305143759703 |
| 2020-07-01 | 693.572090181054 |
| 2020-08-01 | 699.211918466364 |
| 2020-09-01 | 703.675634046668 |
| 2020-10-01 | 713.313631992068 |
| 2020-11-01 | 715.267737513071 |
| 2020-12-01 | 705.893599987109 |
| 2021-01-01 | 711.972720522240 |
| 2021-02-01 | 715.030539733832 |
| 2021-03-01 | 724.490500493251 |
| 2021-04-01 | 728.167576759841 |
| 2021-05-01 | 732.660898218274 |
| 2021-06-01 | 738.194580444981 |
| 2021-07-01 | 745.219283379221 |
| 2021-08-01 | 750.838378801287 |
| 2021-09-01 | 751.075594445977 |
| 2021-10-01 | 761.865140781574 |
| 2021-11-01 | 768.992327419744 |
| 2021-12-01 | 775.054799708749 |
| 2022-01-01 | 773.723319796814 |
| 2022-02-01 | 781.279086989012 |
| 2022-03-01 | 784.663121743584 |
| 2022-04-01 | 789.901548980439 |
| 2022-05-01 | 792.797980000634 |
| 2022-06-01 | 794.117418281878 |
| 2022-07-01 | 800.135370439778 |
| 2022-08-01 | 802.011233099687 |
| 2022-09-01 | 803.374170898078 |
| 2022-10-01 | 805.054132812411 |
| 2022-11-01 | 806.196749223364 |
| 2022-12-01 | 807.019164608974 |
| 2023-01-01 | 810.840213097939 |
| 2023-02-01 | 812.650656594844 |
| 2023-03-01 | 815.319995933398 |
| 2023-04-01 | 814.157381868644 |
| 2023-05-01 | 816.356577011167 |
| 2023-06-01 | 817.026069068537 |
| 2023-07-01 | 818.837658599271 |
| 2023-08-01 | 819.374359245737 |
| 2023-09-01 | 821.870495602571 |
| 2023-10-01 | 820.908017733558 |
| 2023-11-01 | 820.690754402246 |
| 2023-12-01 | 822.293345046373 |
| 2024-01-01 | 818.372375045961 |
| 2024-02-01 | 823.583494015760 |
| 2024-03-01 | 822.941034366591 |
| 2024-04-01 | 823.894124410976 |
| 2024-05-01 | 824.303681980557 |
| 2024-06-01 | 824.889440586843 |
| 2024-07-01 | 823.795099705678 |
| 2024-08-01 | 824.579259067082 |
| 2024-09-01 | 826.665596695562 |
| 2024-10-01 | 826.949414589518 |
| 2024-11-01 | 828.724679668418 |
| 2024-12-01 | 829.189528863859 |
| 2025-01-01 | 832.876866720002 |
| 2025-02-01 | 834.714195791071 |
| 2025-03-01 | 836.376550738090 |
| 2025-04-01 | 834.646268532434 |
| 2025-05-01 | 835.230961435463 |
| 2025-06-01 | 835.827342718029 |
| 2025-07-01 | 835.706409343852 |
| 2025-08-01 | 836.991701374329 |
| 2025-09-01 | 835.867547621523 |
| 2025-10-01 | 835.924124622749 |
| 2025-11-01 | 835.358158813171 |
| 2025-12-01 | 836.630657769412 |
| 2026-01-01 | 838.342088162441 |
| 2026-02-01 | 834.228780345636 |
| 2026-03-01 | 834.682714510798 |
| 2026-04-01 | 837.028166235396 |
| 2026-05-01 | 837.291927127592 |
| 2026-06-01 | 842.160868121528 |