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 2026-09-01 |
| Last Updated | 2026-10-20 10:35 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 | 676.6917812575 |
| 1990-02-01 | 673.4990632342 |
| 1990-03-01 | 674.1581352672 |
| 1990-04-01 | 665.6202106093 |
| 1990-05-01 | 669.6388603242 |
| 1990-06-01 | 670.0316223728 |
| 1990-07-01 | 670.0927858611 |
| 1990-08-01 | 671.8372684298 |
| 1990-09-01 | 668.8222778361 |
| 1990-10-01 | 662.2453466539 |
| 1990-11-01 | 664.1502626797 |
| 1990-12-01 | 661.1421823429 |
| 1991-01-01 | 659.3325472319 |
| 1991-02-01 | 658.6516912277 |
| 1991-03-01 | 657.0604990674 |
| 1991-04-01 | 652.2647986414 |
| 1991-05-01 | 649.0823830003 |
| 1991-06-01 | 647.9424177987 |
| 1991-07-01 | 644.0308126443 |
| 1991-08-01 | 643.7711238728 |
| 1991-09-01 | 643.5640893340 |
| 1991-10-01 | 641.0562562852 |
| 1991-11-01 | 641.7712631221 |
| 1991-12-01 | 641.0140152922 |
| 1992-01-01 | 645.0517000069 |
| 1992-02-01 | 640.2404884419 |
| 1992-03-01 | 639.8516261950 |
| 1992-04-01 | 640.6463061365 |
| 1992-05-01 | 641.8197705996 |
| 1992-06-01 | 640.9546448401 |
| 1992-07-01 | 640.5128016200 |
| 1992-08-01 | 637.7624055826 |
| 1992-09-01 | 637.8851275914 |
| 1992-10-01 | 638.7451566916 |
| 1992-11-01 | 637.8898583781 |
| 1992-12-01 | 638.7753030702 |
| 1993-01-01 | 644.6945705717 |
| 1993-02-01 | 641.9261430517 |
| 1993-03-01 | 638.5254418260 |
| 1993-04-01 | 640.4463431264 |
| 1993-05-01 | 640.5481763019 |
| 1993-06-01 | 640.4410910774 |
| 1993-07-01 | 641.9579050335 |
| 1993-08-01 | 641.0891661342 |
| 1993-09-01 | 640.6500933817 |
| 1993-10-01 | 641.8895520460 |
| 1993-11-01 | 641.2404720166 |
| 1993-12-01 | 643.2311698894 |
| 1994-01-01 | 645.0292873914 |
| 1994-02-01 | 643.4620352939 |
| 1994-03-01 | 645.3735479546 |
| 1994-04-01 | 643.6642254882 |
| 1994-05-01 | 645.3643934334 |
| 1994-06-01 | 645.3108371626 |
| 1994-07-01 | 645.7615533180 |
| 1994-08-01 | 646.0633252642 |
| 1994-09-01 | 645.8164843528 |
| 1994-10-01 | 646.4356728784 |
| 1994-11-01 | 646.5066974127 |
| 1994-12-01 | 644.5300758841 |
| 1995-01-01 | 642.7640962579 |
| 1995-02-01 | 643.8547603565 |
| 1995-03-01 | 643.9608687414 |
| 1995-04-01 | 640.4841723828 |
| 1995-05-01 | 643.1578004972 |
| 1995-06-01 | 642.5524287666 |
| 1995-07-01 | 642.2567631423 |
| 1995-08-01 | 645.5295391886 |
| 1995-09-01 | 644.9781283034 |
| 1995-10-01 | 645.2104474235 |
| 1995-11-01 | 644.5147725260 |
| 1995-12-01 | 645.0653151213 |
| 1996-01-01 | 637.6131133705 |
| 1996-02-01 | 644.0257518242 |
| 1996-03-01 | 645.1665626533 |
| 1996-04-01 | 647.9172407887 |
| 1996-05-01 | 646.5020595059 |
| 1996-06-01 | 646.8592149527 |
| 1996-07-01 | 648.4123203350 |
| 1996-08-01 | 649.0767628068 |
| 1996-09-01 | 649.9636267548 |
| 1996-10-01 | 646.5499252935 |
| 1996-11-01 | 646.7791375377 |
| 1996-12-01 | 646.4384408258 |
| 1997-01-01 | 644.1345363216 |
| 1997-02-01 | 644.5200179223 |
| 1997-03-01 | 644.1048597101 |
| 1997-04-01 | 644.7653076960 |
| 1997-05-01 | 643.3417974055 |
| 1997-06-01 | 644.5745568630 |
| 1997-07-01 | 644.7540347743 |
| 1997-08-01 | 643.5570339808 |
| 1997-09-01 | 651.9598721746 |
| 1997-10-01 | 655.2364189544 |
| 1997-11-01 | 657.0615611484 |
| 1997-12-01 | 660.3355804786 |
| 1998-01-01 | 658.3497613854 |
| 1998-02-01 | 658.4389136188 |
| 1998-03-01 | 658.2276475284 |
| 1998-04-01 | 661.0216218720 |
| 1998-05-01 | 661.6488459824 |
| 1998-06-01 | 660.0507742568 |
| 1998-07-01 | 658.9447474746 |
| 1998-08-01 | 659.8152977639 |
| 1998-09-01 | 660.3675243590 |
| 1998-10-01 | 668.5500532154 |
| 1998-11-01 | 668.2992824450 |
| 1998-12-01 | 670.4404829577 |
| 1999-01-01 | 668.0456811224 |
| 1999-02-01 | 668.6594922601 |
| 1999-03-01 | 669.1429789478 |
| 1999-04-01 | 670.4322544724 |
| 1999-05-01 | 673.5422230996 |
| 1999-06-01 | 676.3521837528 |
| 1999-07-01 | 677.2568555026 |
| 1999-08-01 | 677.1364832949 |
| 1999-09-01 | 673.4287422453 |
| 1999-10-01 | 675.1204535323 |
| 1999-11-01 | 674.4691901394 |
| 1999-12-01 | 679.5573784345 |
| 2000-01-01 | 685.5732876024 |
| 2000-02-01 | 683.8432625199 |
| 2000-03-01 | 683.7771071459 |
| 2000-04-01 | 685.1567042915 |
| 2000-05-01 | 684.4332864820 |
| 2000-06-01 | 683.3022159583 |
| 2000-07-01 | 684.0704076934 |
| 2000-08-01 | 683.4883940030 |
| 2000-09-01 | 684.0234898208 |
| 2000-10-01 | 680.5584905774 |
| 2000-11-01 | 678.1007127737 |
| 2000-12-01 | 680.8651154013 |
| 2001-01-01 | 685.7091825528 |
| 2001-02-01 | 685.2714006451 |
| 2001-03-01 | 684.3943907274 |
| 2001-04-01 | 681.0501353193 |
| 2001-05-01 | 681.3873708755 |
| 2001-06-01 | 682.5432503352 |
| 2001-07-01 | 680.4838150932 |
| 2001-08-01 | 681.0042511917 |
| 2001-09-01 | 678.4412021393 |
| 2001-10-01 | 676.5451524457 |
| 2001-11-01 | 676.1375267707 |
| 2001-12-01 | 674.7566049494 |
| 2002-01-01 | 675.7262276205 |
| 2002-02-01 | 675.6540736350 |
| 2002-03-01 | 676.3868214565 |
| 2002-04-01 | 676.6514766822 |
| 2002-05-01 | 677.7516633565 |
| 2002-06-01 | 681.4716748417 |
| 2002-07-01 | 680.8206214280 |
| 2002-08-01 | 681.4424698591 |
| 2002-09-01 | 681.7123141652 |
| 2002-10-01 | 683.1732562307 |
| 2002-11-01 | 682.7310127149 |
| 2002-12-01 | 682.7717658938 |
| 2003-01-01 | 683.6503707505 |
| 2003-02-01 | 682.3996785165 |
| 2003-03-01 | 682.3556930927 |
| 2003-04-01 | 678.2934023434 |
| 2003-05-01 | 677.0128594542 |
| 2003-06-01 | 674.9087976889 |
| 2003-07-01 | 672.3638507123 |
| 2003-08-01 | 672.0930093157 |
| 2003-09-01 | 669.3223352981 |
| 2003-10-01 | 667.3339264956 |
| 2003-11-01 | 665.5466476941 |
| 2003-12-01 | 663.6070483135 |
| 2004-01-01 | 658.4681087007 |
| 2004-02-01 | 659.6564903672 |
| 2004-03-01 | 659.6231421205 |
| 2004-04-01 | 660.7592293962 |
| 2004-05-01 | 658.3280248462 |
| 2004-06-01 | 659.9290756301 |
| 2004-07-01 | 662.4283730917 |
| 2004-08-01 | 662.9515239449 |
| 2004-09-01 | 662.7709454641 |
| 2004-10-01 | 666.5268100613 |
| 2004-11-01 | 664.5447193550 |
| 2004-12-01 | 666.5360688342 |
| 2005-01-01 | 665.8714046471 |
| 2005-02-01 | 665.9670823448 |
| 2005-03-01 | 664.2128013441 |
| 2005-04-01 | 667.5631348157 |
| 2005-05-01 | 667.3119180633 |
| 2005-06-01 | 666.3423255270 |
| 2005-07-01 | 666.2196305850 |
| 2005-08-01 | 666.2824270769 |
| 2005-09-01 | 671.9977270727 |
| 2005-10-01 | 668.6298537606 |
| 2005-11-01 | 670.0167362035 |
| 2005-12-01 | 671.1896832450 |
| 2006-01-01 | 671.4934545663 |
| 2006-02-01 | 672.8944275478 |
| 2006-03-01 | 671.7834885763 |
| 2006-04-01 | 673.5140025722 |
| 2006-05-01 | 674.7867228665 |
| 2006-06-01 | 675.3287443336 |
| 2006-07-01 | 675.9133036676 |
| 2006-08-01 | 674.9041114453 |
| 2006-09-01 | 677.0676126054 |
| 2006-10-01 | 676.9846944270 |
| 2006-11-01 | 677.2120222094 |
| 2006-12-01 | 677.1220652570 |
| 2007-01-01 | 680.0991537371 |
| 2007-02-01 | 680.6501724978 |
| 2007-03-01 | 683.3070673540 |
| 2007-04-01 | 680.3784491556 |
| 2007-05-01 | 681.4944697771 |
| 2007-06-01 | 682.3993667970 |
| 2007-07-01 | 682.8127140265 |
| 2007-08-01 | 683.5129067823 |
| 2007-09-01 | 683.0250198552 |
| 2007-10-01 | 683.2736469152 |
| 2007-11-01 | 683.9838761587 |
| 2007-12-01 | 684.5399125667 |
| 2008-01-01 | 682.8744323118 |
| 2008-02-01 | 685.1422227916 |
| 2008-03-01 | 684.1144260063 |
| 2008-04-01 | 687.7903517432 |
| 2008-05-01 | 687.2738348444 |
| 2008-06-01 | 686.4786634110 |
| 2008-07-01 | 688.0008461250 |
| 2008-08-01 | 688.8711460695 |
| 2008-09-01 | 687.4687605853 |
| 2008-10-01 | 686.7785530587 |
| 2008-11-01 | 685.2748928332 |
| 2008-12-01 | 684.6398949548 |
| 2009-01-01 | 682.8960304025 |
| 2009-02-01 | 682.2987289859 |
| 2009-03-01 | 677.7854545299 |
| 2009-04-01 | 672.6662571444 |
| 2009-05-01 | 672.9313955976 |
| 2009-06-01 | 672.0811042693 |
| 2009-07-01 | 672.6424210587 |
| 2009-08-01 | 670.9407290895 |
| 2009-09-01 | 666.6111696575 |
| 2009-10-01 | 671.9689211325 |
| 2009-11-01 | 671.0416620312 |
| 2009-12-01 | 670.5073832915 |
| 2010-01-01 | 672.2882807829 |
| 2010-02-01 | 671.0788397699 |
| 2010-03-01 | 672.9863023943 |
| 2010-04-01 | 674.3020567887 |
| 2010-05-01 | 677.0451392671 |
| 2010-06-01 | 678.2573483242 |
| 2010-07-01 | 678.8077389016 |
| 2010-08-01 | 680.3719867091 |
| 2010-09-01 | 677.5147970280 |
| 2010-10-01 | 683.2399847471 |
| 2010-11-01 | 683.3698272318 |
| 2010-12-01 | 684.5927007108 |
| 2011-01-01 | 685.0251642791 |
| 2011-02-01 | 686.8166692320 |
| 2011-03-01 | 688.3281478568 |
| 2011-04-01 | 689.4374244399 |
| 2011-05-01 | 688.4755779222 |
| 2011-06-01 | 688.2667994134 |
| 2011-07-01 | 687.1741193894 |
| 2011-08-01 | 686.9877439410 |
| 2011-09-01 | 687.6215879268 |
| 2011-10-01 | 687.6729420777 |
| 2011-11-01 | 689.1548564583 |
| 2011-12-01 | 689.2326559951 |
| 2012-01-01 | 690.0613063515 |
| 2012-02-01 | 691.8868216718 |
| 2012-03-01 | 697.0979898031 |
| 2012-04-01 | 694.4791163156 |
| 2012-05-01 | 696.2333026057 |
| 2012-06-01 | 696.5467364509 |
| 2012-07-01 | 696.5614272515 |
| 2012-08-01 | 697.9173786200 |
| 2012-09-01 | 698.1774081931 |
| 2012-10-01 | 699.3091438375 |
| 2012-11-01 | 701.0224858480 |
| 2012-12-01 | 701.4172309513 |
| 2013-01-01 | 700.0186738046 |
| 2013-02-01 | 705.0393327287 |
| 2013-03-01 | 707.0113882281 |
| 2013-04-01 | 703.7170182243 |
| 2013-05-01 | 703.1286686047 |
| 2013-06-01 | 705.3358997546 |
| 2013-07-01 | 706.2152527048 |
| 2013-08-01 | 706.4921940665 |
| 2013-09-01 | 708.6492910084 |
| 2013-10-01 | 707.3520131372 |
| 2013-11-01 | 709.1876560639 |
| 2013-12-01 | 709.5173180881 |
| 2014-01-01 | 711.4579075155 |
| 2014-02-01 | 711.3882049225 |
| 2014-03-01 | 713.3977122790 |
| 2014-04-01 | 715.3307455166 |
| 2014-05-01 | 716.0120045977 |
| 2014-06-01 | 717.4768889224 |
| 2014-07-01 | 719.0075928158 |
| 2014-08-01 | 721.4368527409 |
| 2014-09-01 | 722.8754735024 |
| 2014-10-01 | 724.7420953811 |
| 2014-11-01 | 724.8926893515 |
| 2014-12-01 | 725.8045717857 |
| 2015-01-01 | 726.0184069301 |
| 2015-02-01 | 726.4274384751 |
| 2015-03-01 | 726.4472701295 |
| 2015-04-01 | 727.2514603145 |
| 2015-05-01 | 728.7253996911 |
| 2015-06-01 | 731.7835417182 |
| 2015-07-01 | 729.8796987785 |
| 2015-08-01 | 730.1109507723 |
| 2015-09-01 | 730.3876908248 |
| 2015-10-01 | 735.4447051340 |
| 2015-11-01 | 734.4901459222 |
| 2015-12-01 | 736.6773298412 |
| 2016-01-01 | 736.5884642311 |
| 2016-02-01 | 739.1341397929 |
| 2016-03-01 | 740.7085445039 |
| 2016-04-01 | 743.9882687431 |
| 2016-05-01 | 743.8084089423 |
| 2016-06-01 | 746.2958435572 |
| 2016-07-01 | 749.2497709019 |
| 2016-08-01 | 750.5717673353 |
| 2016-09-01 | 754.2355241512 |
| 2016-10-01 | 751.8373904117 |
| 2016-11-01 | 752.4768621216 |
| 2016-12-01 | 753.5412141426 |
| 2017-01-01 | 755.4398551670 |
| 2017-02-01 | 756.5313702282 |
| 2017-03-01 | 756.9733342064 |
| 2017-04-01 | 756.9184573215 |
| 2017-05-01 | 758.5649377073 |
| 2017-06-01 | 757.9702157644 |
| 2017-07-01 | 760.0208468348 |
| 2017-08-01 | 760.9074988380 |
| 2017-09-01 | 763.1214636882 |
| 2017-10-01 | 764.3627993916 |
| 2017-11-01 | 766.1370524248 |
| 2017-12-01 | 767.9680484527 |
| 2018-01-01 | 768.1142223159 |
| 2018-02-01 | 772.3841182099 |
| 2018-03-01 | 770.7247581097 |
| 2018-04-01 | 772.8022069045 |
| 2018-05-01 | 774.8352428526 |
| 2018-06-01 | 777.5577176620 |
| 2018-07-01 | 777.8612396256 |
| 2018-08-01 | 778.7303562202 |
| 2018-09-01 | 780.5888747525 |
| 2018-10-01 | 782.5415408307 |
| 2018-11-01 | 782.2059875792 |
| 2018-12-01 | 780.8918989386 |
| 2019-01-01 | 787.0369781586 |
| 2019-02-01 | 787.5644006727 |
| 2019-03-01 | 788.4513277009 |
| 2019-04-01 | 791.4738505798 |
| 2019-05-01 | 790.9860821560 |
| 2019-06-01 | 792.4492497390 |
| 2019-07-01 | 792.5068673087 |
| 2019-08-01 | 795.0559457893 |
| 2019-09-01 | 796.6741702090 |
| 2019-10-01 | 798.7384388770 |
| 2019-11-01 | 801.2673067218 |
| 2019-12-01 | 802.8298699705 |
| 2020-01-01 | 803.2228618268 |
| 2020-02-01 | 806.2390247800 |
| 2020-03-01 | 795.4112124495 |
| 2020-04-01 | 651.7635361677 |
| 2020-05-01 | 657.8917690375 |
| 2020-06-01 | 677.3567120097 |
| 2020-07-01 | 693.5670949579 |
| 2020-08-01 | 699.2074983541 |
| 2020-09-01 | 703.6712370851 |
| 2020-10-01 | 713.3181614405 |
| 2020-11-01 | 715.2259553211 |
| 2020-12-01 | 705.8922460438 |
| 2021-01-01 | 711.9936210901 |
| 2021-02-01 | 715.1343269938 |
| 2021-03-01 | 724.4074455814 |
| 2021-04-01 | 728.1617897106 |
| 2021-05-01 | 732.6199104287 |
| 2021-06-01 | 738.2674004177 |
| 2021-07-01 | 745.2024542232 |
| 2021-08-01 | 750.8218229702 |
| 2021-09-01 | 751.0645126406 |
| 2021-10-01 | 761.8684648354 |
| 2021-11-01 | 768.9444171259 |
| 2021-12-01 | 775.0833429420 |
| 2022-01-01 | 773.7558476133 |
| 2022-02-01 | 781.4002984291 |
| 2022-03-01 | 784.5421360743 |
| 2022-04-01 | 789.9153008765 |
| 2022-05-01 | 792.7777561258 |
| 2022-06-01 | 794.1818473367 |
| 2022-07-01 | 800.0888027492 |
| 2022-08-01 | 801.9598806004 |
| 2022-09-01 | 803.3376938033 |
| 2022-10-01 | 805.0507431441 |
| 2022-11-01 | 806.1595020489 |
| 2022-12-01 | 807.0970702768 |
| 2023-01-01 | 810.8993002821 |
| 2023-02-01 | 812.7860810317 |
| 2023-03-01 | 815.2227509118 |
| 2023-04-01 | 814.1790780330 |
| 2023-05-01 | 816.3314603194 |
| 2023-06-01 | 817.1921148779 |
| 2023-07-01 | 818.6721770121 |
| 2023-08-01 | 819.1420017733 |
| 2023-09-01 | 821.7717599986 |
| 2023-10-01 | 820.9655466543 |
| 2023-11-01 | 820.6795250858 |
| 2023-12-01 | 822.4269373284 |
| 2024-01-01 | 818.4796453430 |
| 2024-02-01 | 823.7857138546 |
| 2024-03-01 | 822.9116524563 |
| 2024-04-01 | 823.9294652584 |
| 2024-05-01 | 824.2601770006 |
| 2024-06-01 | 825.2101474096 |
| 2024-07-01 | 823.4082958417 |
| 2024-08-01 | 824.0219904952 |
| 2024-09-01 | 826.5842963277 |
| 2024-10-01 | 827.0919573032 |
| 2024-11-01 | 828.7523912260 |
| 2024-12-01 | 829.3647724537 |
| 2025-01-01 | 833.0483617226 |
| 2025-02-01 | 834.9953611123 |
| 2025-03-01 | 836.4540742832 |
| 2025-04-01 | 834.6792673975 |
| 2025-05-01 | 835.1388591454 |
| 2025-06-01 | 836.3656490646 |
| 2025-07-01 | 835.0607881954 |
| 2025-08-01 | 836.0314186532 |
| 2025-09-01 | 835.8428534955 |
| 2025-10-01 | 836.1776616991 |
| 2025-11-01 | 835.4142385954 |
| 2025-12-01 | 836.8405265684 |
| 2026-01-01 | 838.5724202987 |
| 2026-02-01 | 834.6149816517 |
| 2026-03-01 | 834.8246633572 |
| 2026-04-01 | 837.0751608830 |
| 2026-05-01 | 837.1730025469 |
| 2026-06-01 | 839.5275869680 |
| 2026-07-01 | 841.9318375299 |
| 2026-08-01 | 842.7754885177 |
| 2026-09-01 | 838.1244528142 |