Table Data - All Employees: Professional and Business Services in Philadelphia, PA (MD)
| Title | All Employees: Professional and Business Services in Philadelphia, PA (MD) |
|---|---|
| Series ID | SMU42379646000000001SA |
| 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 2026-08-01 |
| Last Updated | 2026-09-18 11:33 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 | 109.2315948084 |
| 1990-02-01 | 108.7921387679 |
| 1990-03-01 | 108.7392682362 |
| 1990-04-01 | 108.1057181931 |
| 1990-05-01 | 108.5024060406 |
| 1990-06-01 | 108.2490218988 |
| 1990-07-01 | 107.1112028474 |
| 1990-08-01 | 107.2969222875 |
| 1990-09-01 | 107.0481559620 |
| 1990-10-01 | 105.7426507424 |
| 1990-11-01 | 105.7176304111 |
| 1990-12-01 | 104.5888029510 |
| 1991-01-01 | 102.7963486484 |
| 1991-02-01 | 103.1480975316 |
| 1991-03-01 | 102.4494228662 |
| 1991-04-01 | 101.6618358417 |
| 1991-05-01 | 101.0655458056 |
| 1991-06-01 | 100.1303855027 |
| 1991-07-01 | 98.6627081535 |
| 1991-08-01 | 98.8475788173 |
| 1991-09-01 | 98.2205296946 |
| 1991-10-01 | 98.6093717526 |
| 1991-11-01 | 97.8920200090 |
| 1991-12-01 | 97.8379056466 |
| 1992-01-01 | 98.5354792651 |
| 1992-02-01 | 97.0075249477 |
| 1992-03-01 | 96.6733520945 |
| 1992-04-01 | 96.9950741989 |
| 1992-05-01 | 96.4485780542 |
| 1992-06-01 | 96.8361750142 |
| 1992-07-01 | 96.9134080307 |
| 1992-08-01 | 96.4997470952 |
| 1992-09-01 | 96.3942126896 |
| 1992-10-01 | 95.7808497374 |
| 1992-11-01 | 94.7128814058 |
| 1992-12-01 | 94.5257625311 |
| 1993-01-01 | 96.6444083897 |
| 1993-02-01 | 96.2230567417 |
| 1993-03-01 | 96.1159669351 |
| 1993-04-01 | 95.6389951427 |
| 1993-05-01 | 95.4368581920 |
| 1993-06-01 | 95.5564774011 |
| 1993-07-01 | 95.4696123164 |
| 1993-08-01 | 94.9243317226 |
| 1993-09-01 | 95.0765924489 |
| 1993-10-01 | 95.2461873003 |
| 1993-11-01 | 95.0356183747 |
| 1993-12-01 | 95.1548656108 |
| 1994-01-01 | 95.9132252985 |
| 1994-02-01 | 95.5336254338 |
| 1994-03-01 | 95.7708881215 |
| 1994-04-01 | 96.1095462152 |
| 1994-05-01 | 96.3343468856 |
| 1994-06-01 | 95.9055359378 |
| 1994-07-01 | 96.4664800206 |
| 1994-08-01 | 96.4825037766 |
| 1994-09-01 | 96.5661635907 |
| 1994-10-01 | 96.1628014456 |
| 1994-11-01 | 96.7398843827 |
| 1994-12-01 | 96.6498558820 |
| 1995-01-01 | 96.1872700328 |
| 1995-02-01 | 96.1999556543 |
| 1995-03-01 | 96.3921941921 |
| 1995-04-01 | 96.3663477292 |
| 1995-05-01 | 96.5734357103 |
| 1995-06-01 | 96.5585153738 |
| 1995-07-01 | 96.8127297482 |
| 1995-08-01 | 97.6417571237 |
| 1995-09-01 | 98.5723078962 |
| 1995-10-01 | 98.2261269778 |
| 1995-11-01 | 97.9235996278 |
| 1995-12-01 | 98.2323339039 |
| 1996-01-01 | 98.2133958916 |
| 1996-02-01 | 99.6292325113 |
| 1996-03-01 | 99.4312149543 |
| 1996-04-01 | 99.2037278780 |
| 1996-05-01 | 99.7255389823 |
| 1996-06-01 | 99.6926199536 |
| 1996-07-01 | 100.5359962771 |
| 1996-08-01 | 100.9058243176 |
| 1996-09-01 | 100.2161425956 |
| 1996-10-01 | 101.4027854547 |
| 1996-11-01 | 101.8513780001 |
| 1996-12-01 | 101.8486408720 |
| 1997-01-01 | 102.3364027215 |
| 1997-02-01 | 102.4691287645 |
| 1997-03-01 | 102.2823094281 |
| 1997-04-01 | 102.4004422932 |
| 1997-05-01 | 102.3529205077 |
| 1997-06-01 | 103.1728376658 |
| 1997-07-01 | 103.1789723596 |
| 1997-08-01 | 103.4193692989 |
| 1997-09-01 | 104.5444286362 |
| 1997-10-01 | 104.9207965709 |
| 1997-11-01 | 105.4523281301 |
| 1997-12-01 | 106.2801098346 |
| 1998-01-01 | 105.9710609505 |
| 1998-02-01 | 106.2890402419 |
| 1998-03-01 | 106.5016895664 |
| 1998-04-01 | 107.8142986345 |
| 1998-05-01 | 108.6797045134 |
| 1998-06-01 | 108.3946077481 |
| 1998-07-01 | 107.3706962672 |
| 1998-08-01 | 107.6276468921 |
| 1998-09-01 | 107.5026357448 |
| 1998-10-01 | 109.2091852557 |
| 1998-11-01 | 109.3423996800 |
| 1998-12-01 | 109.7496620338 |
| 1999-01-01 | 109.1891554543 |
| 1999-02-01 | 109.4767584550 |
| 1999-03-01 | 110.2202520504 |
| 1999-04-01 | 110.4158278423 |
| 1999-05-01 | 110.2562037644 |
| 1999-06-01 | 110.8735939990 |
| 1999-07-01 | 111.8074046839 |
| 1999-08-01 | 112.4059388618 |
| 1999-09-01 | 111.2173861159 |
| 1999-10-01 | 110.2392629271 |
| 1999-11-01 | 110.2930628473 |
| 1999-12-01 | 112.1504715521 |
| 2000-01-01 | 112.9528474815 |
| 2000-02-01 | 113.0242645080 |
| 2000-03-01 | 113.1773351304 |
| 2000-04-01 | 112.8799578081 |
| 2000-05-01 | 112.5720950236 |
| 2000-06-01 | 112.1824161399 |
| 2000-07-01 | 112.5842394307 |
| 2000-08-01 | 112.6043359722 |
| 2000-09-01 | 112.5674234325 |
| 2000-10-01 | 110.0967958179 |
| 2000-11-01 | 109.0623045715 |
| 2000-12-01 | 109.3641031810 |
| 2001-01-01 | 110.7628516415 |
| 2001-02-01 | 110.9501248664 |
| 2001-03-01 | 110.9748513148 |
| 2001-04-01 | 110.9755836040 |
| 2001-05-01 | 112.2613180624 |
| 2001-06-01 | 111.9370725223 |
| 2001-07-01 | 111.7034401439 |
| 2001-08-01 | 111.7505254906 |
| 2001-09-01 | 111.7087620476 |
| 2001-10-01 | 111.3410385787 |
| 2001-11-01 | 111.1533822406 |
| 2001-12-01 | 110.3670234353 |
| 2002-01-01 | 110.4888054864 |
| 2002-02-01 | 110.4514853338 |
| 2002-03-01 | 110.4066302594 |
| 2002-04-01 | 110.9043102600 |
| 2002-05-01 | 110.6259890987 |
| 2002-06-01 | 110.9710094672 |
| 2002-07-01 | 109.9307449904 |
| 2002-08-01 | 110.1755091110 |
| 2002-09-01 | 110.1346461536 |
| 2002-10-01 | 110.3924331276 |
| 2002-11-01 | 110.0196521055 |
| 2002-12-01 | 110.1679531321 |
| 2003-01-01 | 109.7770758432 |
| 2003-02-01 | 109.1677032986 |
| 2003-03-01 | 109.5734826951 |
| 2003-04-01 | 107.9213066933 |
| 2003-05-01 | 108.0414727911 |
| 2003-06-01 | 107.3111151799 |
| 2003-07-01 | 107.4497200562 |
| 2003-08-01 | 107.7198950790 |
| 2003-09-01 | 108.1097056345 |
| 2003-10-01 | 107.9774394293 |
| 2003-11-01 | 108.1627930477 |
| 2003-12-01 | 108.1819523355 |
| 2004-01-01 | 108.1476292652 |
| 2004-02-01 | 107.9217617529 |
| 2004-03-01 | 108.7247206575 |
| 2004-04-01 | 108.1859715449 |
| 2004-05-01 | 107.6628391419 |
| 2004-06-01 | 107.8586505027 |
| 2004-07-01 | 108.1762120242 |
| 2004-08-01 | 107.8175827797 |
| 2004-09-01 | 107.9006049525 |
| 2004-10-01 | 108.9621257351 |
| 2004-11-01 | 108.4384278774 |
| 2004-12-01 | 108.6761526285 |
| 2005-01-01 | 109.7267972136 |
| 2005-02-01 | 109.9660335013 |
| 2005-03-01 | 109.6609314083 |
| 2005-04-01 | 110.3703205472 |
| 2005-05-01 | 110.0839453106 |
| 2005-06-01 | 110.1794207362 |
| 2005-07-01 | 110.3615886388 |
| 2005-08-01 | 110.4565561629 |
| 2005-09-01 | 110.7025127265 |
| 2005-10-01 | 110.6506886612 |
| 2005-11-01 | 110.8896911618 |
| 2005-12-01 | 111.3141780538 |
| 2006-01-01 | 111.3294060099 |
| 2006-02-01 | 111.9006305400 |
| 2006-03-01 | 112.2890162586 |
| 2006-04-01 | 112.6072447388 |
| 2006-05-01 | 113.1338505782 |
| 2006-06-01 | 113.7768671193 |
| 2006-07-01 | 114.3769733655 |
| 2006-08-01 | 113.9952240794 |
| 2006-09-01 | 114.0101362227 |
| 2006-10-01 | 113.6224404684 |
| 2006-11-01 | 113.5881900219 |
| 2006-12-01 | 114.1042528588 |
| 2007-01-01 | 113.1800975512 |
| 2007-02-01 | 113.4345362601 |
| 2007-03-01 | 113.6674637082 |
| 2007-04-01 | 113.8300091627 |
| 2007-05-01 | 114.3460129806 |
| 2007-06-01 | 114.6112022480 |
| 2007-07-01 | 115.3713301566 |
| 2007-08-01 | 115.6766884000 |
| 2007-09-01 | 115.6568703371 |
| 2007-10-01 | 115.8758239619 |
| 2007-11-01 | 116.2930929178 |
| 2007-12-01 | 116.3151539466 |
| 2008-01-01 | 116.3397832712 |
| 2008-02-01 | 115.7561700589 |
| 2008-03-01 | 115.9183010538 |
| 2008-04-01 | 115.7331556867 |
| 2008-05-01 | 115.5099116119 |
| 2008-06-01 | 115.0341343050 |
| 2008-07-01 | 114.6438539366 |
| 2008-08-01 | 114.7274070200 |
| 2008-09-01 | 113.7994933889 |
| 2008-10-01 | 113.2157626403 |
| 2008-11-01 | 112.1265839593 |
| 2008-12-01 | 111.1822967532 |
| 2009-01-01 | 111.1236515451 |
| 2009-02-01 | 110.2901872243 |
| 2009-03-01 | 109.4875980954 |
| 2009-04-01 | 108.3360840449 |
| 2009-05-01 | 107.9495721518 |
| 2009-06-01 | 107.3311763398 |
| 2009-07-01 | 107.1637143511 |
| 2009-08-01 | 106.9346302129 |
| 2009-09-01 | 106.6490955095 |
| 2009-10-01 | 107.8990422011 |
| 2009-11-01 | 108.1844970264 |
| 2009-12-01 | 108.2528792596 |
| 2010-01-01 | 108.5405984370 |
| 2010-02-01 | 109.0184384939 |
| 2010-03-01 | 109.2245380417 |
| 2010-04-01 | 110.4128880479 |
| 2010-05-01 | 109.9100339358 |
| 2010-06-01 | 110.2877670396 |
| 2010-07-01 | 110.6734181318 |
| 2010-08-01 | 110.7426151780 |
| 2010-09-01 | 110.3703221987 |
| 2010-10-01 | 111.0520250818 |
| 2010-11-01 | 111.0648251082 |
| 2010-12-01 | 111.6602657837 |
| 2011-01-01 | 112.0599582880 |
| 2011-02-01 | 112.0892588974 |
| 2011-03-01 | 112.5253760159 |
| 2011-04-01 | 113.6485696960 |
| 2011-05-01 | 112.9628585617 |
| 2011-06-01 | 113.3437877876 |
| 2011-07-01 | 112.7640177423 |
| 2011-08-01 | 112.8030313060 |
| 2011-09-01 | 113.5587570405 |
| 2011-10-01 | 113.1639755188 |
| 2011-11-01 | 113.6253957531 |
| 2011-12-01 | 113.4452383399 |
| 2012-01-01 | 113.0349780932 |
| 2012-02-01 | 113.2651026728 |
| 2012-03-01 | 113.6492990999 |
| 2012-04-01 | 113.7619983548 |
| 2012-05-01 | 114.2013813976 |
| 2012-06-01 | 114.5314148351 |
| 2012-07-01 | 114.5012282170 |
| 2012-08-01 | 114.9279351796 |
| 2012-09-01 | 115.4415339903 |
| 2012-10-01 | 116.1915218219 |
| 2012-11-01 | 116.7073485789 |
| 2012-12-01 | 116.6967113943 |
| 2013-01-01 | 116.9419742456 |
| 2013-02-01 | 118.0969201930 |
| 2013-03-01 | 118.4290341607 |
| 2013-04-01 | 117.7875106902 |
| 2013-05-01 | 117.7325681160 |
| 2013-06-01 | 117.9362248655 |
| 2013-07-01 | 118.1042146354 |
| 2013-08-01 | 118.0921943816 |
| 2013-09-01 | 118.2412205507 |
| 2013-10-01 | 118.2096329028 |
| 2013-11-01 | 118.3705895875 |
| 2013-12-01 | 118.3893066810 |
| 2014-01-01 | 118.9740033614 |
| 2014-02-01 | 118.9961965369 |
| 2014-03-01 | 119.0663786565 |
| 2014-04-01 | 119.5346337778 |
| 2014-05-01 | 119.5455141293 |
| 2014-06-01 | 119.2621957530 |
| 2014-07-01 | 119.9927536970 |
| 2014-08-01 | 120.6553340545 |
| 2014-09-01 | 121.0821988481 |
| 2014-10-01 | 120.6893801404 |
| 2014-11-01 | 120.8316337295 |
| 2014-12-01 | 121.4934712004 |
| 2015-01-01 | 121.4719204436 |
| 2015-02-01 | 121.4058499739 |
| 2015-03-01 | 121.6281151013 |
| 2015-04-01 | 122.0800224968 |
| 2015-05-01 | 122.4473871499 |
| 2015-06-01 | 123.3991081249 |
| 2015-07-01 | 123.0908934956 |
| 2015-08-01 | 122.9044169809 |
| 2015-09-01 | 123.1294200103 |
| 2015-10-01 | 124.1697711806 |
| 2015-11-01 | 124.5915676521 |
| 2015-12-01 | 125.3220084722 |
| 2016-01-01 | 125.1304045532 |
| 2016-02-01 | 126.1218497976 |
| 2016-03-01 | 126.3857805959 |
| 2016-04-01 | 126.6082287463 |
| 2016-05-01 | 127.0540282905 |
| 2016-06-01 | 127.8434599667 |
| 2016-07-01 | 128.7314734286 |
| 2016-08-01 | 128.7230719894 |
| 2016-09-01 | 129.4941439889 |
| 2016-10-01 | 127.8292147848 |
| 2016-11-01 | 128.0941333762 |
| 2016-12-01 | 128.9302178528 |
| 2017-01-01 | 129.5066668238 |
| 2017-02-01 | 129.4616801327 |
| 2017-03-01 | 130.3270204467 |
| 2017-04-01 | 130.3597454670 |
| 2017-05-01 | 130.9189308619 |
| 2017-06-01 | 130.8795239870 |
| 2017-07-01 | 130.6922008754 |
| 2017-08-01 | 131.4195745857 |
| 2017-09-01 | 131.4397014180 |
| 2017-10-01 | 132.0672610399 |
| 2017-11-01 | 132.1238798712 |
| 2017-12-01 | 132.2641760363 |
| 2018-01-01 | 132.3424642591 |
| 2018-02-01 | 132.2833427177 |
| 2018-03-01 | 132.3880963832 |
| 2018-04-01 | 133.0058231600 |
| 2018-05-01 | 133.5419417247 |
| 2018-06-01 | 133.6323459182 |
| 2018-07-01 | 134.0636550819 |
| 2018-08-01 | 134.4095732040 |
| 2018-09-01 | 134.5119933137 |
| 2018-10-01 | 134.1787031414 |
| 2018-11-01 | 134.7207080499 |
| 2018-12-01 | 134.8500436813 |
| 2019-01-01 | 136.1241587596 |
| 2019-02-01 | 136.8121855054 |
| 2019-03-01 | 136.9276505295 |
| 2019-04-01 | 137.6908701040 |
| 2019-05-01 | 137.5704004601 |
| 2019-06-01 | 137.5598457731 |
| 2019-07-01 | 138.0250263261 |
| 2019-08-01 | 138.6293517648 |
| 2019-09-01 | 139.7706950104 |
| 2019-10-01 | 139.6956769242 |
| 2019-11-01 | 139.9995678081 |
| 2019-12-01 | 140.7239338617 |
| 2020-01-01 | 140.5259554318 |
| 2020-02-01 | 140.9707528688 |
| 2020-03-01 | 140.3834175522 |
| 2020-04-01 | 124.7162170795 |
| 2020-05-01 | 125.1924263740 |
| 2020-06-01 | 126.3665940117 |
| 2020-07-01 | 127.0270600417 |
| 2020-08-01 | 127.5122429887 |
| 2020-09-01 | 128.3646955640 |
| 2020-10-01 | 129.7873284517 |
| 2020-11-01 | 130.4068162993 |
| 2020-12-01 | 130.4706223170 |
| 2021-01-01 | 131.4566100345 |
| 2021-02-01 | 131.7804816946 |
| 2021-03-01 | 132.9494958142 |
| 2021-04-01 | 133.8228569764 |
| 2021-05-01 | 134.0461598331 |
| 2021-06-01 | 134.8701286270 |
| 2021-07-01 | 136.2808896541 |
| 2021-08-01 | 136.8431019560 |
| 2021-09-01 | 137.7617508506 |
| 2021-10-01 | 139.5562770685 |
| 2021-11-01 | 140.5501644320 |
| 2021-12-01 | 141.6618090897 |
| 2022-01-01 | 141.7739797627 |
| 2022-02-01 | 142.8826806654 |
| 2022-03-01 | 143.7630014863 |
| 2022-04-01 | 143.6658529061 |
| 2022-05-01 | 144.8441555219 |
| 2022-06-01 | 145.8653819058 |
| 2022-07-01 | 144.9582043591 |
| 2022-08-01 | 145.4527421845 |
| 2022-09-01 | 145.2993676367 |
| 2022-10-01 | 145.9684110331 |
| 2022-11-01 | 146.5083438440 |
| 2022-12-01 | 146.8734937255 |
| 2023-01-01 | 148.5873454659 |
| 2023-02-01 | 147.8805400459 |
| 2023-03-01 | 148.0071396003 |
| 2023-04-01 | 147.8551088792 |
| 2023-05-01 | 148.7546437825 |
| 2023-06-01 | 148.9669348845 |
| 2023-07-01 | 149.0257087502 |
| 2023-08-01 | 148.6649806454 |
| 2023-09-01 | 149.0088846624 |
| 2023-10-01 | 147.7462214115 |
| 2023-11-01 | 147.2288493090 |
| 2023-12-01 | 146.9295744867 |
| 2024-01-01 | 146.8698793903 |
| 2024-02-01 | 146.7147416846 |
| 2024-03-01 | 147.2479452597 |
| 2024-04-01 | 147.5032193374 |
| 2024-05-01 | 147.0223798612 |
| 2024-06-01 | 147.0378506759 |
| 2024-07-01 | 146.6509597428 |
| 2024-08-01 | 147.1258554175 |
| 2024-09-01 | 147.4862244621 |
| 2024-10-01 | 147.2044988913 |
| 2024-11-01 | 147.9380236590 |
| 2024-12-01 | 148.2190213022 |
| 2025-01-01 | 149.1133797336 |
| 2025-02-01 | 149.1623379246 |
| 2025-03-01 | 149.2709504696 |
| 2025-04-01 | 149.1336074399 |
| 2025-05-01 | 150.3447057692 |
| 2025-06-01 | 148.4099113250 |
| 2025-07-01 | 148.3767687898 |
| 2025-08-01 | 148.3780607170 |
| 2025-09-01 | 148.7143453445 |
| 2025-10-01 | 148.9143266679 |
| 2025-11-01 | 148.3813417480 |
| 2025-12-01 | 149.0038390720 |
| 2026-01-01 | 147.7855495068 |
| 2026-02-01 | 147.6736351337 |
| 2026-03-01 | 146.8197096150 |
| 2026-04-01 | 148.1121736850 |
| 2026-05-01 | 147.7028406653 |
| 2026-06-01 | 148.7312611444 |
| 2026-07-01 | 149.4695820214 |
| 2026-08-01 | 149.1194211090 |