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 2026-07-01 |
| Last Updated | 2026-08-21 6:45 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 | 676.688989975810 |
| 1990-02-01 | 673.498649970923 |
| 1990-03-01 | 674.160249073016 |
| 1990-04-01 | 665.620519526883 |
| 1990-05-01 | 669.638823436095 |
| 1990-06-01 | 670.031469280085 |
| 1990-07-01 | 670.092624004345 |
| 1990-08-01 | 671.838742216772 |
| 1990-09-01 | 668.822292935214 |
| 1990-10-01 | 662.245527161740 |
| 1990-11-01 | 664.150175389125 |
| 1990-12-01 | 661.141846440380 |
| 1991-01-01 | 659.329697571506 |
| 1991-02-01 | 658.651193672705 |
| 1991-03-01 | 657.062478979431 |
| 1991-04-01 | 652.265094939257 |
| 1991-05-01 | 649.082410504786 |
| 1991-06-01 | 647.942334460267 |
| 1991-07-01 | 644.030765075223 |
| 1991-08-01 | 643.772493960603 |
| 1991-09-01 | 643.564237219683 |
| 1991-10-01 | 641.056557006324 |
| 1991-11-01 | 641.771307398593 |
| 1991-12-01 | 641.013790967849 |
| 1992-01-01 | 645.047939258595 |
| 1992-02-01 | 640.240042416590 |
| 1992-03-01 | 639.853549182932 |
| 1992-04-01 | 640.646594857835 |
| 1992-05-01 | 641.819978069958 |
| 1992-06-01 | 640.954788360146 |
| 1992-07-01 | 640.513009362562 |
| 1992-08-01 | 637.763524282955 |
| 1992-09-01 | 637.885435039733 |
| 1992-10-01 | 638.745582455282 |
| 1992-11-01 | 637.890236415511 |
| 1992-12-01 | 638.775657712808 |
| 1993-01-01 | 644.688656318769 |
| 1993-02-01 | 641.925838585881 |
| 1993-03-01 | 638.527387051178 |
| 1993-04-01 | 640.446782307401 |
| 1993-05-01 | 640.548730954107 |
| 1993-06-01 | 640.441611691345 |
| 1993-07-01 | 641.958506544599 |
| 1993-08-01 | 641.090298075480 |
| 1993-09-01 | 640.649569070371 |
| 1993-10-01 | 641.890309486529 |
| 1993-11-01 | 641.241312489032 |
| 1993-12-01 | 643.232130856110 |
| 1994-01-01 | 645.021287614406 |
| 1994-02-01 | 643.461849613746 |
| 1994-03-01 | 645.375666525272 |
| 1994-04-01 | 643.664833416925 |
| 1994-05-01 | 645.365352152681 |
| 1994-06-01 | 645.311778426500 |
| 1994-07-01 | 645.762529664538 |
| 1994-08-01 | 646.064510106466 |
| 1994-09-01 | 645.814660553813 |
| 1994-10-01 | 646.436549826532 |
| 1994-11-01 | 646.507872542143 |
| 1994-12-01 | 644.531558293549 |
| 1995-01-01 | 642.755288954114 |
| 1995-02-01 | 643.854624471923 |
| 1995-03-01 | 643.962926681408 |
| 1995-04-01 | 640.485094824237 |
| 1995-05-01 | 643.159153817547 |
| 1995-06-01 | 642.553695403946 |
| 1995-07-01 | 642.257900416003 |
| 1995-08-01 | 645.530578274014 |
| 1995-09-01 | 644.974037492480 |
| 1995-10-01 | 645.211923390429 |
| 1995-11-01 | 644.516250989866 |
| 1995-12-01 | 645.067059435125 |
| 1996-01-01 | 637.605071381578 |
| 1996-02-01 | 644.025713701339 |
| 1996-03-01 | 645.168454028539 |
| 1996-04-01 | 647.918301257469 |
| 1996-05-01 | 646.503567679941 |
| 1996-06-01 | 646.860607983991 |
| 1996-07-01 | 648.413536697113 |
| 1996-08-01 | 649.077375619402 |
| 1996-09-01 | 649.957703219639 |
| 1996-10-01 | 646.551564737899 |
| 1996-11-01 | 646.780819215346 |
| 1996-12-01 | 646.440482495695 |
| 1997-01-01 | 644.127964523111 |
| 1997-02-01 | 644.520168180127 |
| 1997-03-01 | 644.106586578875 |
| 1997-04-01 | 644.766347633240 |
| 1997-05-01 | 643.343208184485 |
| 1997-06-01 | 644.575868157121 |
| 1997-07-01 | 644.755150568322 |
| 1997-08-01 | 643.557051186310 |
| 1997-09-01 | 651.952440262169 |
| 1997-10-01 | 655.238468341103 |
| 1997-11-01 | 657.063329244735 |
| 1997-12-01 | 660.337459554469 |
| 1998-01-01 | 658.345702718837 |
| 1998-02-01 | 658.439256781447 |
| 1998-03-01 | 658.228944790494 |
| 1998-04-01 | 661.022439014895 |
| 1998-05-01 | 661.649963482365 |
| 1998-06-01 | 660.051814041713 |
| 1998-07-01 | 658.945660840208 |
| 1998-08-01 | 659.814870572808 |
| 1998-09-01 | 660.360357516320 |
| 1998-10-01 | 668.551707877277 |
| 1998-11-01 | 668.300788919195 |
| 1998-12-01 | 670.441982265933 |
| 1999-01-01 | 668.044182278090 |
| 1999-02-01 | 668.659937854751 |
| 1999-03-01 | 669.143803025770 |
| 1999-04-01 | 670.432807105121 |
| 1999-05-01 | 673.542945599783 |
| 1999-06-01 | 676.352960898303 |
| 1999-07-01 | 677.257420786608 |
| 1999-08-01 | 677.135557835478 |
| 1999-09-01 | 673.422678288686 |
| 1999-10-01 | 675.122028987704 |
| 1999-11-01 | 674.470385599284 |
| 1999-12-01 | 679.558375844719 |
| 2000-01-01 | 685.573380091150 |
| 2000-02-01 | 683.843811511207 |
| 2000-03-01 | 683.777376249855 |
| 2000-04-01 | 685.156953118785 |
| 2000-05-01 | 684.433620286013 |
| 2000-06-01 | 683.302741909308 |
| 2000-07-01 | 684.070751469084 |
| 2000-08-01 | 683.487464586021 |
| 2000-09-01 | 684.019596111646 |
| 2000-10-01 | 680.559306492450 |
| 2000-11-01 | 678.101548169623 |
| 2000-12-01 | 680.865894853466 |
| 2001-01-01 | 685.709335913488 |
| 2001-02-01 | 685.271944154759 |
| 2001-03-01 | 684.394556770199 |
| 2001-04-01 | 681.050174055275 |
| 2001-05-01 | 681.387461690297 |
| 2001-06-01 | 682.543670249701 |
| 2001-07-01 | 680.483980231053 |
| 2001-08-01 | 681.003572812467 |
| 2001-09-01 | 678.439060042946 |
| 2001-10-01 | 676.545621220771 |
| 2001-11-01 | 676.138015766250 |
| 2001-12-01 | 674.757003004673 |
| 2002-01-01 | 675.726288192123 |
| 2002-02-01 | 675.654458113181 |
| 2002-03-01 | 676.386843567133 |
| 2002-04-01 | 676.651405730868 |
| 2002-05-01 | 677.751677460254 |
| 2002-06-01 | 681.471997758987 |
| 2002-07-01 | 680.820701182268 |
| 2002-08-01 | 681.442247060796 |
| 2002-09-01 | 681.711593163037 |
| 2002-10-01 | 683.173163531173 |
| 2002-11-01 | 682.731141416964 |
| 2002-12-01 | 682.771899881995 |
| 2003-01-01 | 683.650376729630 |
| 2003-02-01 | 682.399886045911 |
| 2003-03-01 | 682.355701928667 |
| 2003-04-01 | 678.293360690967 |
| 2003-05-01 | 677.012873053919 |
| 2003-06-01 | 674.909076853376 |
| 2003-07-01 | 672.363803488880 |
| 2003-08-01 | 672.092886462719 |
| 2003-09-01 | 669.322168995437 |
| 2003-10-01 | 667.333911390367 |
| 2003-11-01 | 665.546636170138 |
| 2003-12-01 | 663.607053081244 |
| 2004-01-01 | 658.468098962869 |
| 2004-02-01 | 659.656552236683 |
| 2004-03-01 | 659.623122022591 |
| 2004-04-01 | 660.759201847546 |
| 2004-05-01 | 658.328036384104 |
| 2004-06-01 | 659.929250139690 |
| 2004-07-01 | 662.428359742068 |
| 2004-08-01 | 662.951497156469 |
| 2004-09-01 | 662.770917653384 |
| 2004-10-01 | 666.526764559182 |
| 2004-11-01 | 664.544694598953 |
| 2004-12-01 | 666.536057938668 |
| 2005-01-01 | 665.871405917186 |
| 2005-02-01 | 665.967081498561 |
| 2005-03-01 | 664.212797388373 |
| 2005-04-01 | 667.563129791965 |
| 2005-05-01 | 667.311934462145 |
| 2005-06-01 | 666.342404582558 |
| 2005-07-01 | 666.219617931218 |
| 2005-08-01 | 666.282411514200 |
| 2005-09-01 | 671.997718864778 |
| 2005-10-01 | 668.629832979713 |
| 2005-11-01 | 670.016731823469 |
| 2005-12-01 | 671.189681839504 |
| 2006-01-01 | 671.493456529836 |
| 2006-02-01 | 672.894424655058 |
| 2006-03-01 | 671.783480029747 |
| 2006-04-01 | 673.514002891431 |
| 2006-05-01 | 674.786746299768 |
| 2006-06-01 | 675.328752700754 |
| 2006-07-01 | 675.913310395305 |
| 2006-08-01 | 674.904107980465 |
| 2006-09-01 | 677.067608293864 |
| 2006-10-01 | 676.984678360137 |
| 2006-11-01 | 677.212019022817 |
| 2006-12-01 | 677.122064274627 |
| 2007-01-01 | 680.099155437585 |
| 2007-02-01 | 680.650174832369 |
| 2007-03-01 | 683.307062994472 |
| 2007-04-01 | 680.378451130989 |
| 2007-05-01 | 681.494481169497 |
| 2007-06-01 | 682.399369248987 |
| 2007-07-01 | 682.812715436454 |
| 2007-08-01 | 683.512903442623 |
| 2007-09-01 | 683.025018246804 |
| 2007-10-01 | 683.273639888043 |
| 2007-11-01 | 683.983875638353 |
| 2007-12-01 | 684.539913534201 |
| 2008-01-01 | 682.874434083242 |
| 2008-02-01 | 685.142226499264 |
| 2008-03-01 | 684.114422273908 |
| 2008-04-01 | 687.790352130261 |
| 2008-05-01 | 687.273835844164 |
| 2008-06-01 | 686.478664132785 |
| 2008-07-01 | 688.000846291644 |
| 2008-08-01 | 688.871144178609 |
| 2008-09-01 | 687.468760227750 |
| 2008-10-01 | 686.778552900843 |
| 2008-11-01 | 685.274893358405 |
| 2008-12-01 | 684.639896404866 |
| 2009-01-01 | 682.896032734953 |
| 2009-02-01 | 682.298732719639 |
| 2009-03-01 | 677.785450117628 |
| 2009-04-01 | 672.666253969634 |
| 2009-05-01 | 672.931394291989 |
| 2009-06-01 | 672.081103170425 |
| 2009-07-01 | 672.642420776199 |
| 2009-08-01 | 670.940729561316 |
| 2009-09-01 | 666.611170642576 |
| 2009-10-01 | 671.968922176312 |
| 2009-11-01 | 671.041664035680 |
| 2009-12-01 | 670.507386096984 |
| 2010-01-01 | 672.288282832307 |
| 2010-02-01 | 671.078843551376 |
| 2010-03-01 | 672.986298644373 |
| 2010-04-01 | 674.302054232022 |
| 2010-05-01 | 677.045123184826 |
| 2010-06-01 | 678.257351362153 |
| 2010-07-01 | 678.807742516114 |
| 2010-08-01 | 680.371990410449 |
| 2010-09-01 | 677.514800462171 |
| 2010-10-01 | 683.239987257939 |
| 2010-11-01 | 683.369829275380 |
| 2010-12-01 | 684.592701341593 |
| 2011-01-01 | 685.025162921893 |
| 2011-02-01 | 686.816670741059 |
| 2011-03-01 | 688.328144763651 |
| 2011-04-01 | 689.437426193551 |
| 2011-05-01 | 688.475549049269 |
| 2011-06-01 | 688.266808687828 |
| 2011-07-01 | 687.174128938859 |
| 2011-08-01 | 686.987753121122 |
| 2011-09-01 | 687.621595668838 |
| 2011-10-01 | 687.672945978493 |
| 2011-11-01 | 689.154856867770 |
| 2011-12-01 | 689.232647432876 |
| 2012-01-01 | 690.061293638188 |
| 2012-02-01 | 691.886820635086 |
| 2012-03-01 | 697.097989585258 |
| 2012-04-01 | 694.479119439243 |
| 2012-05-01 | 696.233248022481 |
| 2012-06-01 | 696.546796700353 |
| 2012-07-01 | 696.561422589917 |
| 2012-08-01 | 697.917381623620 |
| 2012-09-01 | 698.177449601817 |
| 2012-10-01 | 699.309159245840 |
| 2012-11-01 | 701.022478625512 |
| 2012-12-01 | 701.417206622011 |
| 2013-01-01 | 700.018633923556 |
| 2013-02-01 | 705.039293215170 |
| 2013-03-01 | 707.011340745968 |
| 2013-04-01 | 703.717126755740 |
| 2013-05-01 | 703.128565399650 |
| 2013-06-01 | 705.336000917448 |
| 2013-07-01 | 706.215232566899 |
| 2013-08-01 | 706.492193471141 |
| 2013-09-01 | 708.649433783806 |
| 2013-10-01 | 707.352039017380 |
| 2013-11-01 | 709.187635882267 |
| 2013-12-01 | 709.517252397595 |
| 2014-01-01 | 711.457794871849 |
| 2014-02-01 | 711.388075922226 |
| 2014-03-01 | 713.397580873221 |
| 2014-04-01 | 715.330951623340 |
| 2014-05-01 | 716.011870625267 |
| 2014-06-01 | 717.477094133005 |
| 2014-07-01 | 719.007666823650 |
| 2014-08-01 | 721.437030988327 |
| 2014-09-01 | 722.875904992520 |
| 2014-10-01 | 724.742173311228 |
| 2014-11-01 | 724.892499258315 |
| 2014-12-01 | 725.804161415375 |
| 2015-01-01 | 726.017839941925 |
| 2015-02-01 | 726.426422962388 |
| 2015-03-01 | 726.447155929519 |
| 2015-04-01 | 727.252168350018 |
| 2015-05-01 | 728.725742423902 |
| 2015-06-01 | 731.784237513208 |
| 2015-07-01 | 729.880241707824 |
| 2015-08-01 | 730.111608632026 |
| 2015-09-01 | 730.388685668971 |
| 2015-10-01 | 735.445286269210 |
| 2015-11-01 | 734.489710550792 |
| 2015-12-01 | 736.675038639966 |
| 2016-01-01 | 736.585936465157 |
| 2016-02-01 | 739.131062598844 |
| 2016-03-01 | 740.708479690689 |
| 2016-04-01 | 743.990556473538 |
| 2016-05-01 | 743.810814052033 |
| 2016-06-01 | 746.297997004106 |
| 2016-07-01 | 749.250803597516 |
| 2016-08-01 | 750.572811583555 |
| 2016-09-01 | 754.237359812518 |
| 2016-10-01 | 751.839756185756 |
| 2016-11-01 | 752.476613837394 |
| 2016-12-01 | 753.535685331306 |
| 2017-01-01 | 755.433117521775 |
| 2017-02-01 | 756.522972048769 |
| 2017-03-01 | 756.971874472964 |
| 2017-04-01 | 756.921110921876 |
| 2017-05-01 | 758.581075590580 |
| 2017-06-01 | 757.971860731608 |
| 2017-07-01 | 760.018369542498 |
| 2017-08-01 | 760.908378247417 |
| 2017-09-01 | 763.125407512213 |
| 2017-10-01 | 764.366578743918 |
| 2017-11-01 | 766.139954951739 |
| 2017-12-01 | 767.963180556824 |
| 2018-01-01 | 768.108904685155 |
| 2018-02-01 | 772.334281146247 |
| 2018-03-01 | 770.748509203011 |
| 2018-04-01 | 772.804951214423 |
| 2018-05-01 | 774.863833658462 |
| 2018-06-01 | 777.557042358988 |
| 2018-07-01 | 777.855485750254 |
| 2018-08-01 | 778.729512395289 |
| 2018-09-01 | 780.593046811426 |
| 2018-10-01 | 782.541615502252 |
| 2018-11-01 | 782.227343030810 |
| 2018-12-01 | 780.889952530575 |
| 2019-01-01 | 787.025979777868 |
| 2019-02-01 | 787.470530194176 |
| 2019-03-01 | 788.501644703946 |
| 2019-04-01 | 791.477712681019 |
| 2019-05-01 | 791.030714127336 |
| 2019-06-01 | 792.433072795494 |
| 2019-07-01 | 792.501657132838 |
| 2019-08-01 | 795.055099444432 |
| 2019-09-01 | 796.679060929675 |
| 2019-10-01 | 798.735227658294 |
| 2019-11-01 | 801.310539300072 |
| 2019-12-01 | 802.829064658377 |
| 2020-01-01 | 803.208185405013 |
| 2020-02-01 | 806.102218527527 |
| 2020-03-01 | 795.489054388449 |
| 2020-04-01 | 651.768443520360 |
| 2020-05-01 | 657.931505428017 |
| 2020-06-01 | 677.330905213640 |
| 2020-07-01 | 693.566383445878 |
| 2020-08-01 | 699.208032022942 |
| 2020-09-01 | 703.675958532120 |
| 2020-10-01 | 713.313510392025 |
| 2020-11-01 | 715.281774101896 |
| 2020-12-01 | 705.890541413431 |
| 2021-01-01 | 711.966166001324 |
| 2021-02-01 | 715.009436946186 |
| 2021-03-01 | 724.475035333346 |
| 2021-04-01 | 728.165864967622 |
| 2021-05-01 | 732.667318760736 |
| 2021-06-01 | 738.232704294402 |
| 2021-07-01 | 745.215326776309 |
| 2021-08-01 | 750.834608877923 |
| 2021-09-01 | 751.077730513706 |
| 2021-10-01 | 761.868238677129 |
| 2021-11-01 | 769.008359855810 |
| 2021-12-01 | 775.055641807342 |
| 2022-01-01 | 773.713149241519 |
| 2022-02-01 | 781.252661095763 |
| 2022-03-01 | 784.600788428469 |
| 2022-04-01 | 789.911302083900 |
| 2022-05-01 | 792.821638424744 |
| 2022-06-01 | 794.170000481662 |
| 2022-07-01 | 800.142770123298 |
| 2022-08-01 | 802.009937432928 |
| 2022-09-01 | 803.374640335070 |
| 2022-10-01 | 805.058446041040 |
| 2022-11-01 | 806.216853371233 |
| 2022-12-01 | 807.019253759312 |
| 2023-01-01 | 810.816584055655 |
| 2023-02-01 | 812.618509984876 |
| 2023-03-01 | 815.201728668314 |
| 2023-04-01 | 814.151285512991 |
| 2023-05-01 | 816.384808218995 |
| 2023-06-01 | 817.243594225556 |
| 2023-07-01 | 818.779960519108 |
| 2023-08-01 | 819.352420519760 |
| 2023-09-01 | 821.874183081005 |
| 2023-10-01 | 820.919952186579 |
| 2023-11-01 | 820.707408284283 |
| 2023-12-01 | 822.291027121212 |
| 2024-01-01 | 818.335013351719 |
| 2024-02-01 | 823.543433590439 |
| 2024-03-01 | 822.758786070250 |
| 2024-04-01 | 823.860017212668 |
| 2024-05-01 | 824.325756610906 |
| 2024-06-01 | 825.376549056191 |
| 2024-07-01 | 823.611677979187 |
| 2024-08-01 | 824.531176650768 |
| 2024-09-01 | 826.672189850945 |
| 2024-10-01 | 826.967857247031 |
| 2024-11-01 | 828.736959007391 |
| 2024-12-01 | 829.180580017910 |
| 2025-01-01 | 832.822819763091 |
| 2025-02-01 | 834.659365376993 |
| 2025-03-01 | 836.153186003799 |
| 2025-04-01 | 834.561635330634 |
| 2025-05-01 | 835.230817133154 |
| 2025-06-01 | 836.655583379019 |
| 2025-07-01 | 835.359535761100 |
| 2025-08-01 | 836.907717272819 |
| 2025-09-01 | 835.879420439215 |
| 2025-10-01 | 835.949826947321 |
| 2025-11-01 | 835.359709787453 |
| 2025-12-01 | 836.617579056391 |
| 2026-01-01 | 838.280435428224 |
| 2026-02-01 | 834.163040637796 |
| 2026-03-01 | 834.424291375950 |
| 2026-04-01 | 836.916945309816 |
| 2026-05-01 | 837.280059351603 |
| 2026-06-01 | 839.921083001121 |
| 2026-07-01 | 843.342299799712 |