Table Data - All Employees: Professional and Business Services: Administrative and Support Services in Pennsylvania
| Title | All Employees: Professional and Business Services: Administrative and Support Services in Pennsylvania |
|---|---|
| Series ID | SMU42000006056100001SA |
| 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 6:46 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 | 174.172514439814 |
| 1990-02-01 | 174.262485383614 |
| 1990-03-01 | 175.969334713763 |
| 1990-04-01 | 173.072201987425 |
| 1990-05-01 | 172.901003034579 |
| 1990-06-01 | 174.455192850618 |
| 1990-07-01 | 172.100433475249 |
| 1990-08-01 | 171.984372903535 |
| 1990-09-01 | 172.532743440448 |
| 1990-10-01 | 170.479985524669 |
| 1990-11-01 | 170.745354273131 |
| 1990-12-01 | 170.605275546838 |
| 1991-01-01 | 168.801352735467 |
| 1991-02-01 | 168.351715743344 |
| 1991-03-01 | 169.129460592365 |
| 1991-04-01 | 167.749778213520 |
| 1991-05-01 | 167.848399479743 |
| 1991-06-01 | 167.727118444576 |
| 1991-07-01 | 165.676621690864 |
| 1991-08-01 | 166.093697693763 |
| 1991-09-01 | 165.498046819442 |
| 1991-10-01 | 166.338916655858 |
| 1991-11-01 | 166.257660468592 |
| 1991-12-01 | 166.630140916191 |
| 1992-01-01 | 169.946292004686 |
| 1992-02-01 | 168.601737772975 |
| 1992-03-01 | 168.133295757894 |
| 1992-04-01 | 169.551879585501 |
| 1992-05-01 | 169.854442680437 |
| 1992-06-01 | 171.006859683154 |
| 1992-07-01 | 174.778141355637 |
| 1992-08-01 | 174.464421787002 |
| 1992-09-01 | 175.625095815769 |
| 1992-10-01 | 176.128290573292 |
| 1992-11-01 | 175.881641074466 |
| 1992-12-01 | 176.148293898377 |
| 1993-01-01 | 178.211568546644 |
| 1993-02-01 | 178.273689898130 |
| 1993-03-01 | 176.367813786208 |
| 1993-04-01 | 179.662596477191 |
| 1993-05-01 | 180.581708021327 |
| 1993-06-01 | 179.791518878097 |
| 1993-07-01 | 182.336025928115 |
| 1993-08-01 | 180.887459341833 |
| 1993-09-01 | 181.987285438264 |
| 1993-10-01 | 183.761418448708 |
| 1993-11-01 | 184.784101175969 |
| 1993-12-01 | 185.778808848278 |
| 1994-01-01 | 185.181033344861 |
| 1994-02-01 | 186.002538726385 |
| 1994-03-01 | 188.958883554985 |
| 1994-04-01 | 190.800065338808 |
| 1994-05-01 | 191.439969527985 |
| 1994-06-01 | 192.655347235631 |
| 1994-07-01 | 194.060301394457 |
| 1994-08-01 | 194.940020036006 |
| 1994-09-01 | 195.736111377992 |
| 1994-10-01 | 194.996430596631 |
| 1994-11-01 | 196.300102364856 |
| 1994-12-01 | 197.518020836339 |
| 1995-01-01 | 197.473368293642 |
| 1995-02-01 | 198.791768139449 |
| 1995-03-01 | 201.305726069424 |
| 1995-04-01 | 198.142001778866 |
| 1995-05-01 | 198.751233645353 |
| 1995-06-01 | 200.174267384585 |
| 1995-07-01 | 199.914995462370 |
| 1995-08-01 | 202.596349557971 |
| 1995-09-01 | 203.187114640364 |
| 1995-10-01 | 204.612370773553 |
| 1995-11-01 | 205.766767370126 |
| 1995-12-01 | 206.801678263427 |
| 1996-01-01 | 203.073479371729 |
| 1996-02-01 | 208.947337758127 |
| 1996-03-01 | 209.930327776068 |
| 1996-04-01 | 211.604537776305 |
| 1996-05-01 | 213.405874745468 |
| 1996-06-01 | 214.316594472867 |
| 1996-07-01 | 215.022666999261 |
| 1996-08-01 | 216.208846989895 |
| 1996-09-01 | 216.584021058435 |
| 1996-10-01 | 217.544437221792 |
| 1996-11-01 | 218.891514371679 |
| 1996-12-01 | 218.806570419421 |
| 1997-01-01 | 222.344186285803 |
| 1997-02-01 | 222.767129866229 |
| 1997-03-01 | 223.792094773527 |
| 1997-04-01 | 225.912532074659 |
| 1997-05-01 | 228.014131152854 |
| 1997-06-01 | 230.538242624031 |
| 1997-07-01 | 231.397811429197 |
| 1997-08-01 | 232.731965755620 |
| 1997-09-01 | 234.383502053964 |
| 1997-10-01 | 238.296207794886 |
| 1997-11-01 | 239.627255639814 |
| 1997-12-01 | 241.890933711152 |
| 1998-01-01 | 240.696233641487 |
| 1998-02-01 | 241.789272730389 |
| 1998-03-01 | 242.749751945929 |
| 1998-04-01 | 243.899207421855 |
| 1998-05-01 | 246.896464244651 |
| 1998-06-01 | 247.231534385358 |
| 1998-07-01 | 247.484112810284 |
| 1998-08-01 | 247.869398267384 |
| 1998-09-01 | 248.055709137737 |
| 1998-10-01 | 250.855927894433 |
| 1998-11-01 | 253.038495916054 |
| 1998-12-01 | 254.502037936427 |
| 1999-01-01 | 257.186054823412 |
| 1999-02-01 | 260.250016844053 |
| 1999-03-01 | 265.583751323532 |
| 1999-04-01 | 254.338645015033 |
| 1999-05-01 | 252.957690681770 |
| 1999-06-01 | 253.613839393125 |
| 1999-07-01 | 256.265060488744 |
| 1999-08-01 | 256.974516400223 |
| 1999-09-01 | 257.494683048385 |
| 1999-10-01 | 257.714995486815 |
| 1999-11-01 | 258.791904362084 |
| 1999-12-01 | 262.276617815155 |
| 2000-01-01 | 262.106473990865 |
| 2000-02-01 | 262.882471883888 |
| 2000-03-01 | 266.744919395415 |
| 2000-04-01 | 262.934055208545 |
| 2000-05-01 | 262.030898078192 |
| 2000-06-01 | 262.959613542192 |
| 2000-07-01 | 267.399841052340 |
| 2000-08-01 | 266.174716787529 |
| 2000-09-01 | 267.182001346137 |
| 2000-10-01 | 264.256565533834 |
| 2000-11-01 | 264.285030785003 |
| 2000-12-01 | 263.871086401537 |
| 2001-01-01 | 266.026522742537 |
| 2001-02-01 | 267.402860522642 |
| 2001-03-01 | 264.787799769809 |
| 2001-04-01 | 260.371001086576 |
| 2001-05-01 | 260.306021116965 |
| 2001-06-01 | 259.748009903578 |
| 2001-07-01 | 254.222531364094 |
| 2001-08-01 | 255.211271846216 |
| 2001-09-01 | 254.869349261710 |
| 2001-10-01 | 253.211085987227 |
| 2001-11-01 | 251.442875243446 |
| 2001-12-01 | 249.330294950761 |
| 2002-01-01 | 248.586456684329 |
| 2002-02-01 | 248.962147271306 |
| 2002-03-01 | 250.128418599673 |
| 2002-04-01 | 251.051995569695 |
| 2002-05-01 | 251.295167736456 |
| 2002-06-01 | 251.378001128072 |
| 2002-07-01 | 249.712386381498 |
| 2002-08-01 | 251.190297460198 |
| 2002-09-01 | 249.876020478865 |
| 2002-10-01 | 249.577184952744 |
| 2002-11-01 | 249.701483426416 |
| 2002-12-01 | 249.013875808193 |
| 2003-01-01 | 247.031608145411 |
| 2003-02-01 | 244.559250475132 |
| 2003-03-01 | 243.885842544458 |
| 2003-04-01 | 245.307130159038 |
| 2003-05-01 | 246.189679948566 |
| 2003-06-01 | 244.584972561094 |
| 2003-07-01 | 246.251751633868 |
| 2003-08-01 | 247.884141980160 |
| 2003-09-01 | 248.987864441473 |
| 2003-10-01 | 250.235866114426 |
| 2003-11-01 | 251.120150603217 |
| 2003-12-01 | 252.464687662830 |
| 2004-01-01 | 254.869764780988 |
| 2004-02-01 | 255.152148486897 |
| 2004-03-01 | 256.305747114722 |
| 2004-04-01 | 256.432712719672 |
| 2004-05-01 | 256.505326816326 |
| 2004-06-01 | 257.978874898723 |
| 2004-07-01 | 258.535543446466 |
| 2004-08-01 | 257.884693029905 |
| 2004-09-01 | 257.805476317858 |
| 2004-10-01 | 259.236906611094 |
| 2004-11-01 | 258.799338187648 |
| 2004-12-01 | 259.331101018248 |
| 2005-01-01 | 260.516715803535 |
| 2005-02-01 | 261.577905727631 |
| 2005-03-01 | 258.855338031143 |
| 2005-04-01 | 262.544708067816 |
| 2005-05-01 | 260.531977460672 |
| 2005-06-01 | 260.437579518069 |
| 2005-07-01 | 260.281149493349 |
| 2005-08-01 | 259.345250785746 |
| 2005-09-01 | 259.673291300323 |
| 2005-10-01 | 259.458033114178 |
| 2005-11-01 | 259.562525500723 |
| 2005-12-01 | 258.827645006244 |
| 2006-01-01 | 258.737845080668 |
| 2006-02-01 | 261.391059013495 |
| 2006-03-01 | 262.245767808801 |
| 2006-04-01 | 260.826458614826 |
| 2006-05-01 | 261.975441630659 |
| 2006-06-01 | 263.657358187242 |
| 2006-07-01 | 263.953575662237 |
| 2006-08-01 | 265.487767675370 |
| 2006-09-01 | 266.423177768839 |
| 2006-10-01 | 267.946581671830 |
| 2006-11-01 | 268.641510303211 |
| 2006-12-01 | 268.610191343974 |
| 2007-01-01 | 266.989442498904 |
| 2007-02-01 | 267.275380610957 |
| 2007-03-01 | 268.377276488903 |
| 2007-04-01 | 269.900829219565 |
| 2007-05-01 | 271.348295252464 |
| 2007-06-01 | 273.831325486883 |
| 2007-07-01 | 271.999358519858 |
| 2007-08-01 | 272.033743256548 |
| 2007-09-01 | 271.749341029258 |
| 2007-10-01 | 269.132406739400 |
| 2007-11-01 | 270.507098521834 |
| 2007-12-01 | 271.832424776514 |
| 2008-01-01 | 271.063928360983 |
| 2008-02-01 | 269.624549293268 |
| 2008-03-01 | 268.704254023741 |
| 2008-04-01 | 268.674561453974 |
| 2008-05-01 | 266.755777043191 |
| 2008-06-01 | 264.502162617372 |
| 2008-07-01 | 265.819588473595 |
| 2008-08-01 | 265.012338412653 |
| 2008-09-01 | 261.192045019556 |
| 2008-10-01 | 257.422454749241 |
| 2008-11-01 | 252.189419097843 |
| 2008-12-01 | 248.600786221327 |
| 2009-01-01 | 246.595474464336 |
| 2009-02-01 | 243.248733292672 |
| 2009-03-01 | 240.190752922577 |
| 2009-04-01 | 236.663076077893 |
| 2009-05-01 | 236.496616717685 |
| 2009-06-01 | 235.942853910283 |
| 2009-07-01 | 235.402877230169 |
| 2009-08-01 | 236.675728344850 |
| 2009-09-01 | 236.968757124744 |
| 2009-10-01 | 239.975755831874 |
| 2009-11-01 | 241.656667601406 |
| 2009-12-01 | 242.584167608606 |
| 2010-01-01 | 243.888239360273 |
| 2010-02-01 | 245.496851858767 |
| 2010-03-01 | 246.779891304288 |
| 2010-04-01 | 252.088619262277 |
| 2010-05-01 | 251.903500892751 |
| 2010-06-01 | 252.699318768925 |
| 2010-07-01 | 253.718275317048 |
| 2010-08-01 | 254.708911060279 |
| 2010-09-01 | 254.940448341953 |
| 2010-10-01 | 257.801543698791 |
| 2010-11-01 | 260.540374942757 |
| 2010-12-01 | 263.221795663932 |
| 2011-01-01 | 263.902365373355 |
| 2011-02-01 | 264.671862100515 |
| 2011-03-01 | 265.702458468903 |
| 2011-04-01 | 266.739856337022 |
| 2011-05-01 | 267.342833001607 |
| 2011-06-01 | 268.077876964183 |
| 2011-07-01 | 267.947719165292 |
| 2011-08-01 | 268.819423394692 |
| 2011-09-01 | 270.927099288957 |
| 2011-10-01 | 268.926203002520 |
| 2011-11-01 | 268.616503489087 |
| 2011-12-01 | 268.496792282998 |
| 2012-01-01 | 268.785906980920 |
| 2012-02-01 | 268.435439114047 |
| 2012-03-01 | 271.633006680172 |
| 2012-04-01 | 269.799072562364 |
| 2012-05-01 | 269.182331742421 |
| 2012-06-01 | 268.915625104274 |
| 2012-07-01 | 268.851968951362 |
| 2012-08-01 | 268.838825145667 |
| 2012-09-01 | 270.491637615354 |
| 2012-10-01 | 269.080395555088 |
| 2012-11-01 | 268.542803456322 |
| 2012-12-01 | 269.453213356569 |
| 2013-01-01 | 269.327301025975 |
| 2013-02-01 | 272.059695596427 |
| 2013-03-01 | 273.137937991775 |
| 2013-04-01 | 271.326261095239 |
| 2013-05-01 | 272.375133617161 |
| 2013-06-01 | 275.172345053349 |
| 2013-07-01 | 277.457517598079 |
| 2013-08-01 | 279.637142389577 |
| 2013-09-01 | 276.046780275227 |
| 2013-10-01 | 275.848104504538 |
| 2013-11-01 | 276.878986924409 |
| 2013-12-01 | 275.657392660076 |
| 2014-01-01 | 276.646775603985 |
| 2014-02-01 | 277.124231927112 |
| 2014-03-01 | 278.160350571688 |
| 2014-04-01 | 280.696048294071 |
| 2014-05-01 | 282.278161049782 |
| 2014-06-01 | 283.201221302347 |
| 2014-07-01 | 282.639719588163 |
| 2014-08-01 | 285.910355487080 |
| 2014-09-01 | 284.371899321373 |
| 2014-10-01 | 285.151372036827 |
| 2014-11-01 | 288.280330863132 |
| 2014-12-01 | 289.660748645164 |
| 2015-01-01 | 290.148025042107 |
| 2015-02-01 | 290.438898871685 |
| 2015-03-01 | 288.960995401698 |
| 2015-04-01 | 289.268052013928 |
| 2015-05-01 | 290.516699146695 |
| 2015-06-01 | 291.613268634054 |
| 2015-07-01 | 291.961590351099 |
| 2015-08-01 | 291.919475269770 |
| 2015-09-01 | 291.137277218787 |
| 2015-10-01 | 296.440609182281 |
| 2015-11-01 | 298.076052763257 |
| 2015-12-01 | 300.657720735285 |
| 2016-01-01 | 294.510909509388 |
| 2016-02-01 | 293.400520185414 |
| 2016-03-01 | 294.145494852640 |
| 2016-04-01 | 295.932890872962 |
| 2016-05-01 | 293.579712599987 |
| 2016-06-01 | 292.802316458785 |
| 2016-07-01 | 294.757037781605 |
| 2016-08-01 | 293.027499429030 |
| 2016-09-01 | 296.812283321872 |
| 2016-10-01 | 295.584483862692 |
| 2016-11-01 | 294.006635623765 |
| 2016-12-01 | 295.798253322536 |
| 2017-01-01 | 296.643358189414 |
| 2017-02-01 | 294.619403598929 |
| 2017-03-01 | 295.062358084367 |
| 2017-04-01 | 294.011797183844 |
| 2017-05-01 | 295.770631461563 |
| 2017-06-01 | 294.997557778427 |
| 2017-07-01 | 294.774860325890 |
| 2017-08-01 | 295.263884020619 |
| 2017-09-01 | 298.028526902437 |
| 2017-10-01 | 295.091115684089 |
| 2017-11-01 | 295.113283137354 |
| 2017-12-01 | 295.518276630461 |
| 2018-01-01 | 296.251035174125 |
| 2018-02-01 | 295.885375760873 |
| 2018-03-01 | 296.715804140049 |
| 2018-04-01 | 297.257283720037 |
| 2018-05-01 | 297.914851011794 |
| 2018-06-01 | 298.570100676466 |
| 2018-07-01 | 297.515383148791 |
| 2018-08-01 | 298.520857099410 |
| 2018-09-01 | 298.357091306736 |
| 2018-10-01 | 297.353848658124 |
| 2018-11-01 | 296.724889195668 |
| 2018-12-01 | 295.850550632713 |
| 2019-01-01 | 297.191596286007 |
| 2019-02-01 | 298.730712612282 |
| 2019-03-01 | 298.326838043810 |
| 2019-04-01 | 299.848520121738 |
| 2019-05-01 | 300.584358024105 |
| 2019-06-01 | 300.610572029583 |
| 2019-07-01 | 302.152259903639 |
| 2019-08-01 | 304.179719530846 |
| 2019-09-01 | 301.032990372290 |
| 2019-10-01 | 299.674576680776 |
| 2019-11-01 | 301.269192639932 |
| 2019-12-01 | 299.331080449633 |
| 2020-01-01 | 296.640686136987 |
| 2020-02-01 | 294.999758771954 |
| 2020-03-01 | 293.654593209274 |
| 2020-04-01 | 235.231565276884 |
| 2020-05-01 | 242.472938382678 |
| 2020-06-01 | 252.584832289756 |
| 2020-07-01 | 254.504751134164 |
| 2020-08-01 | 257.376112742988 |
| 2020-09-01 | 255.430683681145 |
| 2020-10-01 | 264.401963782919 |
| 2020-11-01 | 268.029288571671 |
| 2020-12-01 | 269.681121353886 |
| 2021-01-01 | 270.394312926197 |
| 2021-02-01 | 272.305431369179 |
| 2021-03-01 | 272.240118242508 |
| 2021-04-01 | 272.792254919132 |
| 2021-05-01 | 271.394979651009 |
| 2021-06-01 | 274.956271451214 |
| 2021-07-01 | 276.549278200125 |
| 2021-08-01 | 276.659729315472 |
| 2021-09-01 | 274.576652142594 |
| 2021-10-01 | 282.038053484809 |
| 2021-11-01 | 284.706898706277 |
| 2021-12-01 | 286.696523901450 |
| 2022-01-01 | 287.591920294743 |
| 2022-02-01 | 290.984350892368 |
| 2022-03-01 | 293.085592725510 |
| 2022-04-01 | 290.658286591037 |
| 2022-05-01 | 289.738442564083 |
| 2022-06-01 | 290.989193186948 |
| 2022-07-01 | 289.654446805328 |
| 2022-08-01 | 288.950096018042 |
| 2022-09-01 | 287.515120541169 |
| 2022-10-01 | 288.156738088995 |
| 2022-11-01 | 286.011097063101 |
| 2022-12-01 | 284.951074095034 |
| 2023-01-01 | 285.651566457852 |
| 2023-02-01 | 283.666613770279 |
| 2023-03-01 | 284.246795060435 |
| 2023-04-01 | 282.498941781148 |
| 2023-05-01 | 281.682228104401 |
| 2023-06-01 | 280.618156747902 |
| 2023-07-01 | 280.612539067248 |
| 2023-08-01 | 279.196126833340 |
| 2023-09-01 | 279.514807285512 |
| 2023-10-01 | 276.548062403050 |
| 2023-11-01 | 276.553094896047 |
| 2023-12-01 | 272.966046780462 |
| 2024-01-01 | 274.314277881045 |
| 2024-02-01 | 274.377603366031 |
| 2024-03-01 | 276.905860575725 |
| 2024-04-01 | 275.480618879320 |
| 2024-05-01 | 276.707414953701 |
| 2024-06-01 | 274.990383694120 |
| 2024-07-01 | 274.626121623002 |
| 2024-08-01 | 275.316060586265 |
| 2024-09-01 | 276.057387400673 |
| 2024-10-01 | 274.335683416697 |
| 2024-11-01 | 274.942404647970 |
| 2024-12-01 | 274.177474351052 |
| 2025-01-01 | 274.205683026291 |
| 2025-02-01 | 274.180642278680 |
| 2025-03-01 | 274.915195161520 |
| 2025-04-01 | 274.953360506229 |
| 2025-05-01 | 278.124701393162 |
| 2025-06-01 | 275.830165894953 |
| 2025-07-01 | 273.921376993134 |
| 2025-08-01 | 272.511748622350 |
| 2025-09-01 | 274.916526966782 |
| 2025-10-01 | 276.831832415107 |
| 2025-11-01 | 274.501305546996 |
| 2025-12-01 | 277.963547549135 |
| 2026-01-01 | 281.362714913060 |
| 2026-02-01 | 279.641648810829 |
| 2026-03-01 | 279.493513921208 |
| 2026-04-01 | 281.609481425308 |
| 2026-05-01 | 280.632207899836 |
| 2026-06-01 | 280.229234455959 |
| 2026-07-01 | 282.362224554759 |