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 2026-05-01 |
| Last Updated | 2026-06-24 10:01 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 | 676.687115168532 |
| 1990-02-01 | 673.499176127800 |
| 1990-03-01 | 674.166941387281 |
| 1990-04-01 | 665.615467243758 |
| 1990-05-01 | 669.640191774711 |
| 1990-06-01 | 670.031795485569 |
| 1990-07-01 | 670.092234477854 |
| 1990-08-01 | 671.838477747470 |
| 1990-09-01 | 668.822249139153 |
| 1990-10-01 | 662.245429549603 |
| 1990-11-01 | 664.149779946348 |
| 1990-12-01 | 661.141219387203 |
| 1991-01-01 | 659.327860588059 |
| 1991-02-01 | 658.651585722784 |
| 1991-03-01 | 657.068591212499 |
| 1991-04-01 | 652.260710291167 |
| 1991-05-01 | 649.083596235632 |
| 1991-06-01 | 647.942624193948 |
| 1991-07-01 | 644.030445817427 |
| 1991-08-01 | 643.772289763621 |
| 1991-09-01 | 643.564254554370 |
| 1991-10-01 | 641.056514719562 |
| 1991-11-01 | 641.770979265885 |
| 1991-12-01 | 641.013282678679 |
| 1992-01-01 | 645.045820825565 |
| 1992-02-01 | 640.240118727889 |
| 1992-03-01 | 639.858671392270 |
| 1992-04-01 | 640.643952670345 |
| 1992-05-01 | 641.820653683097 |
| 1992-06-01 | 640.954937080091 |
| 1992-07-01 | 640.512769094070 |
| 1992-08-01 | 637.763420286842 |
| 1992-09-01 | 637.885388712697 |
| 1992-10-01 | 638.745569236685 |
| 1992-11-01 | 637.890123442744 |
| 1992-12-01 | 638.775550460304 |
| 1993-01-01 | 644.685818647546 |
| 1993-02-01 | 641.925830648621 |
| 1993-03-01 | 638.531187242222 |
| 1993-04-01 | 640.445879955807 |
| 1993-05-01 | 640.549150332043 |
| 1993-06-01 | 640.441728207068 |
| 1993-07-01 | 641.958479157177 |
| 1993-08-01 | 641.090593225649 |
| 1993-09-01 | 640.648269746449 |
| 1993-10-01 | 641.890662314958 |
| 1993-11-01 | 641.241645113287 |
| 1993-12-01 | 643.232484262210 |
| 1994-01-01 | 645.017714931046 |
| 1994-02-01 | 643.461739650981 |
| 1994-03-01 | 645.378509261331 |
| 1994-04-01 | 643.665303200575 |
| 1994-05-01 | 645.365672951645 |
| 1994-06-01 | 645.312025000112 |
| 1994-07-01 | 645.762707090584 |
| 1994-08-01 | 646.064888646404 |
| 1994-09-01 | 645.812042034244 |
| 1994-10-01 | 646.437174468341 |
| 1994-11-01 | 646.508528990251 |
| 1994-12-01 | 644.532370079176 |
| 1995-01-01 | 642.751492638666 |
| 1995-02-01 | 643.854612832662 |
| 1995-03-01 | 643.964809470870 |
| 1995-04-01 | 640.486039242245 |
| 1995-05-01 | 643.159978709501 |
| 1995-06-01 | 642.554405359572 |
| 1995-07-01 | 642.258347556095 |
| 1995-08-01 | 645.530820650969 |
| 1995-09-01 | 644.969702610136 |
| 1995-10-01 | 645.212829420752 |
| 1995-11-01 | 644.516966469053 |
| 1995-12-01 | 645.068247855963 |
| 1996-01-01 | 637.601502016910 |
| 1996-02-01 | 644.025587816269 |
| 1996-03-01 | 645.169842706520 |
| 1996-04-01 | 647.919473979790 |
| 1996-05-01 | 646.504826396863 |
| 1996-06-01 | 646.861977879812 |
| 1996-07-01 | 648.414923163653 |
| 1996-08-01 | 649.077325912931 |
| 1996-09-01 | 649.951710089261 |
| 1996-10-01 | 646.551963140095 |
| 1996-11-01 | 646.781366104126 |
| 1996-12-01 | 646.441911798725 |
| 1997-01-01 | 644.124867411965 |
| 1997-02-01 | 644.520025921932 |
| 1997-03-01 | 644.107589960613 |
| 1997-04-01 | 644.767742874191 |
| 1997-05-01 | 643.344870708740 |
| 1997-06-01 | 644.577894924094 |
| 1997-07-01 | 644.757566538771 |
| 1997-08-01 | 643.556956163564 |
| 1997-09-01 | 651.944642397802 |
| 1997-10-01 | 655.238310608274 |
| 1997-11-01 | 657.063566729080 |
| 1997-12-01 | 660.338894626769 |
| 1998-01-01 | 658.343388820609 |
| 1998-02-01 | 658.439099714004 |
| 1998-03-01 | 658.229767327185 |
| 1998-04-01 | 661.023831868776 |
| 1998-05-01 | 661.651926056439 |
| 1998-06-01 | 660.054421224825 |
| 1998-07-01 | 658.949023528110 |
| 1998-08-01 | 659.814582302291 |
| 1998-09-01 | 660.352295392237 |
| 1998-10-01 | 668.550469196322 |
| 1998-11-01 | 668.300519186184 |
| 1998-12-01 | 670.443138116404 |
| 1999-01-01 | 668.042805185651 |
| 1999-02-01 | 668.659845093189 |
| 1999-03-01 | 669.144462158474 |
| 1999-04-01 | 670.434087663227 |
| 1999-05-01 | 673.544929184825 |
| 1999-06-01 | 676.356053426368 |
| 1999-07-01 | 677.260877838217 |
| 1999-08-01 | 677.135099265791 |
| 1999-09-01 | 673.415440298799 |
| 1999-10-01 | 675.120245922945 |
| 1999-11-01 | 674.469669385022 |
| 1999-12-01 | 679.559243019251 |
| 2000-01-01 | 685.572603492805 |
| 2000-02-01 | 683.843772530480 |
| 2000-03-01 | 683.777772045669 |
| 2000-04-01 | 685.157999902933 |
| 2000-05-01 | 684.435303136606 |
| 2000-06-01 | 683.305910231361 |
| 2000-07-01 | 684.074029807697 |
| 2000-08-01 | 683.487061776364 |
| 2000-09-01 | 684.013955330262 |
| 2000-10-01 | 680.557071004906 |
| 2000-11-01 | 678.100728276389 |
| 2000-12-01 | 680.866439672298 |
| 2001-01-01 | 685.708753894647 |
| 2001-02-01 | 685.272029741297 |
| 2001-03-01 | 684.394892823976 |
| 2001-04-01 | 681.050915714325 |
| 2001-05-01 | 681.388685105112 |
| 2001-06-01 | 682.546488083476 |
| 2001-07-01 | 680.486234741049 |
| 2001-08-01 | 681.003380075315 |
| 2001-09-01 | 678.435145802980 |
| 2001-10-01 | 676.543884209425 |
| 2001-11-01 | 676.137344992039 |
| 2001-12-01 | 674.757300661455 |
| 2002-01-01 | 675.725866201381 |
| 2002-02-01 | 675.654557773953 |
| 2002-03-01 | 676.387023151041 |
| 2002-04-01 | 676.651816545555 |
| 2002-05-01 | 677.752484963950 |
| 2002-06-01 | 681.474090243421 |
| 2002-07-01 | 680.821887632156 |
| 2002-08-01 | 681.442112773262 |
| 2002-09-01 | 681.709572130514 |
| 2002-10-01 | 683.171949477258 |
| 2002-11-01 | 682.730660340360 |
| 2002-12-01 | 682.771965039407 |
| 2003-01-01 | 683.650167419853 |
| 2003-02-01 | 682.399994029474 |
| 2003-03-01 | 682.355783719941 |
| 2003-04-01 | 678.293506275531 |
| 2003-05-01 | 677.013343473307 |
| 2003-06-01 | 674.910494142258 |
| 2003-07-01 | 672.363904514219 |
| 2003-08-01 | 672.092640744378 |
| 2003-09-01 | 669.321644981380 |
| 2003-10-01 | 667.333407920211 |
| 2003-11-01 | 665.546322075794 |
| 2003-12-01 | 663.607089103336 |
| 2004-01-01 | 658.468004047231 |
| 2004-02-01 | 659.656551332343 |
| 2004-03-01 | 659.623089440067 |
| 2004-04-01 | 660.759197228357 |
| 2004-05-01 | 658.328272600187 |
| 2004-06-01 | 659.930014511170 |
| 2004-07-01 | 662.428335767010 |
| 2004-08-01 | 662.951353457740 |
| 2004-09-01 | 662.770757528087 |
| 2004-10-01 | 666.526538638536 |
| 2004-11-01 | 664.544582890043 |
| 2004-12-01 | 666.536022993886 |
| 2005-01-01 | 665.871388040478 |
| 2005-02-01 | 665.967074376900 |
| 2005-03-01 | 664.212764364955 |
| 2005-04-01 | 667.563085948695 |
| 2005-05-01 | 667.312121284837 |
| 2005-06-01 | 666.342739938963 |
| 2005-07-01 | 666.219574417582 |
| 2005-08-01 | 666.282318619949 |
| 2005-09-01 | 671.997665684546 |
| 2005-10-01 | 668.629724347536 |
| 2005-11-01 | 670.016700975992 |
| 2005-12-01 | 671.189672875700 |
| 2006-01-01 | 671.493441961717 |
| 2006-02-01 | 672.894411917156 |
| 2006-03-01 | 671.783458833050 |
| 2006-04-01 | 673.514000682380 |
| 2006-05-01 | 674.786924327767 |
| 2006-06-01 | 675.328787298684 |
| 2006-07-01 | 675.913336741114 |
| 2006-08-01 | 674.904060337169 |
| 2006-09-01 | 677.067577269527 |
| 2006-10-01 | 676.984602230689 |
| 2006-11-01 | 677.212001200674 |
| 2006-12-01 | 677.122058438997 |
| 2007-01-01 | 680.099149199641 |
| 2007-02-01 | 680.650182120038 |
| 2007-03-01 | 683.307068180518 |
| 2007-04-01 | 680.378460336276 |
| 2007-05-01 | 681.494569405497 |
| 2007-06-01 | 682.399378355806 |
| 2007-07-01 | 682.812718795973 |
| 2007-08-01 | 683.512864953160 |
| 2007-09-01 | 683.025001093840 |
| 2007-10-01 | 683.273604574524 |
| 2007-11-01 | 683.983870283289 |
| 2007-12-01 | 684.539915511750 |
| 2008-01-01 | 682.874437891453 |
| 2008-02-01 | 685.142236451938 |
| 2008-03-01 | 684.114432197175 |
| 2008-04-01 | 687.790363852677 |
| 2008-05-01 | 687.273845829069 |
| 2008-06-01 | 686.478671071529 |
| 2008-07-01 | 688.000846967256 |
| 2008-08-01 | 688.871122455978 |
| 2008-09-01 | 687.468750645888 |
| 2008-10-01 | 686.778548547602 |
| 2008-11-01 | 685.274891863934 |
| 2008-12-01 | 684.639898131593 |
| 2009-01-01 | 682.896035880749 |
| 2009-02-01 | 682.298739767620 |
| 2009-03-01 | 677.785454693841 |
| 2009-04-01 | 672.666254804482 |
| 2009-05-01 | 672.931395307514 |
| 2009-06-01 | 672.081102825937 |
| 2009-07-01 | 672.642418259347 |
| 2009-08-01 | 670.940725476482 |
| 2009-09-01 | 666.611166794904 |
| 2009-10-01 | 671.968921170136 |
| 2009-11-01 | 671.041665672627 |
| 2009-12-01 | 670.507389856137 |
| 2010-01-01 | 672.288285839862 |
| 2010-02-01 | 671.078849773468 |
| 2010-03-01 | 672.986299484897 |
| 2010-04-01 | 674.302049274655 |
| 2010-05-01 | 677.045112173515 |
| 2010-06-01 | 678.257345743719 |
| 2010-07-01 | 678.807739295151 |
| 2010-08-01 | 680.371991869463 |
| 2010-09-01 | 677.514806250182 |
| 2010-10-01 | 683.239996026586 |
| 2010-11-01 | 683.369838578444 |
| 2010-12-01 | 684.592711700605 |
| 2011-01-01 | 685.025170001428 |
| 2011-02-01 | 686.816674951719 |
| 2011-03-01 | 688.328135245910 |
| 2011-04-01 | 689.437405841010 |
| 2011-05-01 | 688.475510977133 |
| 2011-06-01 | 688.266786046841 |
| 2011-07-01 | 687.174123784767 |
| 2011-08-01 | 686.987770531984 |
| 2011-09-01 | 687.621628450171 |
| 2011-10-01 | 687.672981461395 |
| 2011-11-01 | 689.154884209492 |
| 2011-12-01 | 689.232669167132 |
| 2012-01-01 | 690.061306650540 |
| 2012-02-01 | 691.886821984207 |
| 2012-03-01 | 697.097955393210 |
| 2012-04-01 | 694.479057519934 |
| 2012-05-01 | 696.233161534225 |
| 2012-06-01 | 696.546736466860 |
| 2012-07-01 | 696.561397529754 |
| 2012-08-01 | 697.917381208474 |
| 2012-09-01 | 698.177653527279 |
| 2012-10-01 | 699.309251095955 |
| 2012-11-01 | 701.022504513493 |
| 2012-12-01 | 701.417227284010 |
| 2013-01-01 | 700.018645767170 |
| 2013-02-01 | 705.039297072405 |
| 2013-03-01 | 707.011312144966 |
| 2013-04-01 | 703.716876072297 |
| 2013-05-01 | 703.128432555062 |
| 2013-06-01 | 705.335931266195 |
| 2013-07-01 | 706.215184498054 |
| 2013-08-01 | 706.492154863135 |
| 2013-09-01 | 708.649969943422 |
| 2013-10-01 | 707.352170973392 |
| 2013-11-01 | 709.187641971678 |
| 2013-12-01 | 709.517255182702 |
| 2014-01-01 | 711.457782323825 |
| 2014-02-01 | 711.388049731993 |
| 2014-03-01 | 713.397527388666 |
| 2014-04-01 | 715.330480852992 |
| 2014-05-01 | 716.011665951406 |
| 2014-06-01 | 717.477001117039 |
| 2014-07-01 | 719.007610330767 |
| 2014-08-01 | 721.437034729351 |
| 2014-09-01 | 722.876938449954 |
| 2014-10-01 | 724.742523058277 |
| 2014-11-01 | 724.892637192877 |
| 2014-12-01 | 725.804201383448 |
| 2015-01-01 | 726.017657393132 |
| 2015-02-01 | 726.425824466873 |
| 2015-03-01 | 726.446694152267 |
| 2015-04-01 | 727.251191993683 |
| 2015-05-01 | 728.725418543938 |
| 2015-06-01 | 731.784340965139 |
| 2015-07-01 | 729.880589093689 |
| 2015-08-01 | 730.112149746216 |
| 2015-09-01 | 730.390537857071 |
| 2015-10-01 | 735.446250058377 |
| 2015-11-01 | 734.490307736398 |
| 2015-12-01 | 736.674979340098 |
| 2016-01-01 | 736.585161299287 |
| 2016-02-01 | 739.129023537166 |
| 2016-03-01 | 740.706594298113 |
| 2016-04-01 | 743.988514518463 |
| 2016-05-01 | 743.810265852622 |
| 2016-06-01 | 746.298746554620 |
| 2016-07-01 | 749.252339271813 |
| 2016-08-01 | 750.574691327732 |
| 2016-09-01 | 754.240686583448 |
| 2016-10-01 | 751.842133881927 |
| 2016-11-01 | 752.478104063731 |
| 2016-12-01 | 753.535585648578 |
| 2017-01-01 | 755.431737071942 |
| 2017-02-01 | 756.518896820006 |
| 2017-03-01 | 756.965106221221 |
| 2017-04-01 | 756.914893526582 |
| 2017-05-01 | 758.584130538940 |
| 2017-06-01 | 757.971630588159 |
| 2017-07-01 | 760.023522800365 |
| 2017-08-01 | 760.912704157070 |
| 2017-09-01 | 763.130446966033 |
| 2017-10-01 | 764.370702915793 |
| 2017-11-01 | 766.142662266778 |
| 2017-12-01 | 767.962483227987 |
| 2018-01-01 | 768.106404647339 |
| 2018-02-01 | 772.330502744707 |
| 2018-03-01 | 770.732404835276 |
| 2018-04-01 | 772.794811514120 |
| 2018-05-01 | 774.870951459201 |
| 2018-06-01 | 777.555847505087 |
| 2018-07-01 | 777.864392740811 |
| 2018-08-01 | 778.736458312344 |
| 2018-09-01 | 780.600032642399 |
| 2018-10-01 | 782.546729241078 |
| 2018-11-01 | 782.232123202547 |
| 2018-12-01 | 780.889467606639 |
| 2019-01-01 | 787.022936937687 |
| 2019-02-01 | 787.467073932184 |
| 2019-03-01 | 788.476026557274 |
| 2019-04-01 | 791.464009898206 |
| 2019-05-01 | 791.042955684709 |
| 2019-06-01 | 792.427648219550 |
| 2019-07-01 | 792.514799518834 |
| 2019-08-01 | 795.064612320147 |
| 2019-09-01 | 796.687070260392 |
| 2019-10-01 | 798.739620301165 |
| 2019-11-01 | 801.315712735142 |
| 2019-12-01 | 802.832290558218 |
| 2020-01-01 | 803.203898692331 |
| 2020-02-01 | 806.100255845210 |
| 2020-03-01 | 795.458336573496 |
| 2020-04-01 | 651.757253087725 |
| 2020-05-01 | 657.941727632720 |
| 2020-06-01 | 677.322795530681 |
| 2020-07-01 | 693.577690670032 |
| 2020-08-01 | 699.216270135611 |
| 2020-09-01 | 703.683678714618 |
| 2020-10-01 | 713.318526362990 |
| 2020-11-01 | 715.289810966865 |
| 2020-12-01 | 705.901043782238 |
| 2021-01-01 | 711.967449501672 |
| 2021-02-01 | 715.006540100364 |
| 2021-03-01 | 724.440779275701 |
| 2021-04-01 | 728.143551274916 |
| 2021-05-01 | 732.669496403563 |
| 2021-06-01 | 738.215243980357 |
| 2021-07-01 | 745.228332341732 |
| 2021-08-01 | 750.848782157623 |
| 2021-09-01 | 751.093123580501 |
| 2021-10-01 | 761.883174038631 |
| 2021-11-01 | 769.030815874683 |
| 2021-12-01 | 775.087748627501 |
| 2022-01-01 | 773.722757550035 |
| 2022-02-01 | 781.238168423446 |
| 2022-03-01 | 784.557986121881 |
| 2022-04-01 | 789.845820159210 |
| 2022-05-01 | 792.783528493586 |
| 2022-06-01 | 794.138476974065 |
| 2022-07-01 | 800.162705900577 |
| 2022-08-01 | 802.045231069454 |
| 2022-09-01 | 803.416124250009 |
| 2022-10-01 | 805.102418910922 |
| 2022-11-01 | 806.277483606847 |
| 2022-12-01 | 807.095218447276 |
| 2023-01-01 | 810.843911684441 |
| 2023-02-01 | 812.583095217644 |
| 2023-03-01 | 815.140549822680 |
| 2023-04-01 | 813.996659894035 |
| 2023-05-01 | 816.180839721306 |
| 2023-06-01 | 817.194196166258 |
| 2023-07-01 | 818.918578293360 |
| 2023-08-01 | 819.425632564715 |
| 2023-09-01 | 821.939995002866 |
| 2023-10-01 | 821.009070741365 |
| 2023-11-01 | 820.827748086811 |
| 2023-12-01 | 822.426353194136 |
| 2024-01-01 | 818.382198506133 |
| 2024-02-01 | 823.483955694230 |
| 2024-03-01 | 822.669397794814 |
| 2024-04-01 | 823.586270673257 |
| 2024-05-01 | 823.891849886063 |
| 2024-06-01 | 825.277074149711 |
| 2024-07-01 | 823.943944596366 |
| 2024-08-01 | 824.650171130093 |
| 2024-09-01 | 826.765663331489 |
| 2024-10-01 | 827.109972080081 |
| 2024-11-01 | 828.924592915908 |
| 2024-12-01 | 829.371315224507 |
| 2025-01-01 | 832.892353010637 |
| 2025-02-01 | 834.580255948245 |
| 2025-03-01 | 836.021946604762 |
| 2025-04-01 | 834.164737607547 |
| 2025-05-01 | 834.533922121228 |
| 2025-06-01 | 836.514481712232 |
| 2025-07-01 | 835.926740555816 |
| 2025-08-01 | 837.071489676169 |
| 2025-09-01 | 835.991211017520 |
| 2025-10-01 | 836.138722129971 |
| 2025-11-01 | 835.605277935636 |
| 2025-12-01 | 836.850716126636 |
| 2026-01-01 | 838.365046170085 |
| 2026-02-01 | 834.069569701998 |
| 2026-03-01 | 834.260905730797 |
| 2026-04-01 | 836.424048101061 |
| 2026-05-01 | 836.603265510842 |