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 2026-06-01 |
| Last Updated | 2026-07-22 9:58 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 | 174.172434914276 |
| 1990-02-01 | 174.262473017755 |
| 1990-03-01 | 175.969345430196 |
| 1990-04-01 | 173.072207729912 |
| 1990-05-01 | 172.901012926534 |
| 1990-06-01 | 174.455191713340 |
| 1990-07-01 | 172.100467611848 |
| 1990-08-01 | 171.984386485965 |
| 1990-09-01 | 172.532746931453 |
| 1990-10-01 | 170.479995922966 |
| 1990-11-01 | 170.745361721355 |
| 1990-12-01 | 170.605278975736 |
| 1991-01-01 | 168.801246563987 |
| 1991-02-01 | 168.351714965891 |
| 1991-03-01 | 169.129472412836 |
| 1991-04-01 | 167.749783701635 |
| 1991-05-01 | 167.848408626753 |
| 1991-06-01 | 167.727120284106 |
| 1991-07-01 | 165.676654612537 |
| 1991-08-01 | 166.093713612438 |
| 1991-09-01 | 165.498054792417 |
| 1991-10-01 | 166.338929348828 |
| 1991-11-01 | 166.257668015581 |
| 1991-12-01 | 166.630142607793 |
| 1992-01-01 | 169.946151231274 |
| 1992-02-01 | 168.601742959750 |
| 1992-03-01 | 168.133309890485 |
| 1992-04-01 | 169.551894168304 |
| 1992-05-01 | 169.854450222554 |
| 1992-06-01 | 171.006865026273 |
| 1992-07-01 | 174.778183486762 |
| 1992-08-01 | 174.464441213949 |
| 1992-09-01 | 175.625110723384 |
| 1992-10-01 | 176.128308559212 |
| 1992-11-01 | 175.881655304999 |
| 1992-12-01 | 176.148303569239 |
| 1993-01-01 | 178.211333719227 |
| 1993-02-01 | 178.273713492901 |
| 1993-03-01 | 176.367837212239 |
| 1993-04-01 | 179.662624392650 |
| 1993-05-01 | 180.581717144561 |
| 1993-06-01 | 179.791531798129 |
| 1993-07-01 | 182.336081004024 |
| 1993-08-01 | 180.887486392406 |
| 1993-09-01 | 181.987309964503 |
| 1993-10-01 | 183.761443558244 |
| 1993-11-01 | 184.784122416972 |
| 1993-12-01 | 185.778818494449 |
| 1994-01-01 | 185.180675352483 |
| 1994-02-01 | 186.002573013908 |
| 1994-03-01 | 188.958922921633 |
| 1994-04-01 | 190.800118259718 |
| 1994-05-01 | 191.439994015037 |
| 1994-06-01 | 192.655380358967 |
| 1994-07-01 | 194.060379344235 |
| 1994-08-01 | 194.940062417801 |
| 1994-09-01 | 195.736143304172 |
| 1994-10-01 | 194.996454285229 |
| 1994-11-01 | 196.300110331735 |
| 1994-12-01 | 197.518041653541 |
| 1995-01-01 | 197.472836114588 |
| 1995-02-01 | 198.791804122028 |
| 1995-03-01 | 201.305788170081 |
| 1995-04-01 | 198.142095700046 |
| 1995-05-01 | 198.751293154757 |
| 1995-06-01 | 200.174343089251 |
| 1995-07-01 | 199.915099936866 |
| 1995-08-01 | 202.596417323837 |
| 1995-09-01 | 203.187154531736 |
| 1995-10-01 | 204.612381072589 |
| 1995-11-01 | 205.766737263391 |
| 1995-12-01 | 206.801671265377 |
| 1996-01-01 | 203.072821094346 |
| 1996-02-01 | 208.947222097826 |
| 1996-03-01 | 209.930508727479 |
| 1996-04-01 | 211.604731894648 |
| 1996-05-01 | 213.406003014778 |
| 1996-06-01 | 214.316725565613 |
| 1996-07-01 | 215.022809012114 |
| 1996-08-01 | 216.208932378584 |
| 1996-09-01 | 216.584050785837 |
| 1996-10-01 | 217.544414858732 |
| 1996-11-01 | 218.891423192328 |
| 1996-12-01 | 218.806517737587 |
| 1997-01-01 | 222.343392930196 |
| 1997-02-01 | 222.766823659123 |
| 1997-03-01 | 223.792443891032 |
| 1997-04-01 | 225.912828649803 |
| 1997-05-01 | 228.014349296467 |
| 1997-06-01 | 230.538432229790 |
| 1997-07-01 | 231.397968497489 |
| 1997-08-01 | 232.732067576303 |
| 1997-09-01 | 234.383517756392 |
| 1997-10-01 | 238.296144834349 |
| 1997-11-01 | 239.627101304798 |
| 1997-12-01 | 241.890800129683 |
| 1998-01-01 | 240.695407265724 |
| 1998-02-01 | 241.788708584152 |
| 1998-03-01 | 242.750308037023 |
| 1998-04-01 | 243.899599797127 |
| 1998-05-01 | 246.896782917571 |
| 1998-06-01 | 247.231766732699 |
| 1998-07-01 | 247.484258964976 |
| 1998-08-01 | 247.869494144778 |
| 1998-09-01 | 248.055695663637 |
| 1998-10-01 | 250.855826304116 |
| 1998-11-01 | 253.038289013534 |
| 1998-12-01 | 254.501854831104 |
| 1999-01-01 | 257.185316959940 |
| 1999-02-01 | 260.249322741970 |
| 1999-03-01 | 265.584411102086 |
| 1999-04-01 | 254.339048409444 |
| 1999-05-01 | 252.958046781976 |
| 1999-06-01 | 253.614073458200 |
| 1999-07-01 | 256.265165500714 |
| 1999-08-01 | 256.974598917835 |
| 1999-09-01 | 257.494656373548 |
| 1999-10-01 | 257.714883293199 |
| 1999-11-01 | 258.791700758985 |
| 1999-12-01 | 262.276409997732 |
| 2000-01-01 | 262.105946523803 |
| 2000-02-01 | 262.881707145684 |
| 2000-03-01 | 266.745578831574 |
| 2000-04-01 | 262.934431636116 |
| 2000-05-01 | 262.031242136284 |
| 2000-06-01 | 262.959809694331 |
| 2000-07-01 | 267.399905515179 |
| 2000-08-01 | 266.174764305807 |
| 2000-09-01 | 267.181958192030 |
| 2000-10-01 | 264.256465356822 |
| 2000-11-01 | 264.284868047879 |
| 2000-12-01 | 263.870908490024 |
| 2001-01-01 | 266.026211885365 |
| 2001-02-01 | 267.402238228931 |
| 2001-03-01 | 264.788301737136 |
| 2001-04-01 | 260.371257187972 |
| 2001-05-01 | 260.306283467001 |
| 2001-06-01 | 259.748137291742 |
| 2001-07-01 | 254.222549236909 |
| 2001-08-01 | 255.211296495180 |
| 2001-09-01 | 254.869316026451 |
| 2001-10-01 | 253.211024832952 |
| 2001-11-01 | 251.442789983909 |
| 2001-12-01 | 249.330184789349 |
| 2002-01-01 | 248.586318778994 |
| 2002-02-01 | 248.961751718344 |
| 2002-03-01 | 250.128711978070 |
| 2002-04-01 | 251.052126346507 |
| 2002-05-01 | 251.295332708428 |
| 2002-06-01 | 251.378071125684 |
| 2002-07-01 | 249.712382413356 |
| 2002-08-01 | 251.190304578003 |
| 2002-09-01 | 249.875997886460 |
| 2002-10-01 | 249.577156543575 |
| 2002-11-01 | 249.701445551618 |
| 2002-12-01 | 249.013831720867 |
| 2003-01-01 | 247.031571568258 |
| 2003-02-01 | 244.559078377078 |
| 2003-03-01 | 243.885934405603 |
| 2003-04-01 | 245.307163891681 |
| 2003-05-01 | 246.189756655059 |
| 2003-06-01 | 244.585006628710 |
| 2003-07-01 | 246.251745638336 |
| 2003-08-01 | 247.884149120993 |
| 2003-09-01 | 248.987860890701 |
| 2003-10-01 | 250.235861888462 |
| 2003-11-01 | 251.120145338660 |
| 2003-12-01 | 252.464684103463 |
| 2004-01-01 | 254.869763160350 |
| 2004-02-01 | 255.152043812462 |
| 2004-03-01 | 256.305769593540 |
| 2004-04-01 | 256.432717820955 |
| 2004-05-01 | 256.505355450022 |
| 2004-06-01 | 257.978893257638 |
| 2004-07-01 | 258.535547654073 |
| 2004-08-01 | 257.884696379983 |
| 2004-09-01 | 257.805477267943 |
| 2004-10-01 | 259.236911151694 |
| 2004-11-01 | 258.799343481886 |
| 2004-12-01 | 259.331105553656 |
| 2005-01-01 | 260.516712426931 |
| 2005-02-01 | 261.577864817812 |
| 2005-03-01 | 258.855334600951 |
| 2005-04-01 | 262.544699818167 |
| 2005-05-01 | 260.531984541534 |
| 2005-06-01 | 260.437589167336 |
| 2005-07-01 | 260.281155494089 |
| 2005-08-01 | 259.345255886169 |
| 2005-09-01 | 259.673295073647 |
| 2005-10-01 | 259.458037855042 |
| 2005-11-01 | 259.562529142961 |
| 2005-12-01 | 258.827647428016 |
| 2006-01-01 | 258.737840606760 |
| 2006-02-01 | 261.391038955995 |
| 2006-03-01 | 262.245763786886 |
| 2006-04-01 | 260.826449145567 |
| 2006-05-01 | 261.975446572648 |
| 2006-06-01 | 263.657367609644 |
| 2006-07-01 | 263.953580269861 |
| 2006-08-01 | 265.487770859590 |
| 2006-09-01 | 266.423179244939 |
| 2006-10-01 | 267.946583900117 |
| 2006-11-01 | 268.641511030070 |
| 2006-12-01 | 268.610191259814 |
| 2007-01-01 | 266.989435547188 |
| 2007-02-01 | 267.275379364107 |
| 2007-03-01 | 268.377272045927 |
| 2007-04-01 | 269.900821808145 |
| 2007-05-01 | 271.348297678957 |
| 2007-06-01 | 273.831333167040 |
| 2007-07-01 | 271.999360385814 |
| 2007-08-01 | 272.033744588056 |
| 2007-09-01 | 271.749341647142 |
| 2007-10-01 | 269.132408046984 |
| 2007-11-01 | 270.507098476244 |
| 2007-12-01 | 271.832424663013 |
| 2008-01-01 | 271.063924022425 |
| 2008-02-01 | 269.624548789036 |
| 2008-03-01 | 268.704251628373 |
| 2008-04-01 | 268.674558016008 |
| 2008-05-01 | 266.755777642035 |
| 2008-06-01 | 264.502168498479 |
| 2008-07-01 | 265.819589817797 |
| 2008-08-01 | 265.012339898390 |
| 2008-09-01 | 261.192042622406 |
| 2008-10-01 | 257.422456190296 |
| 2008-11-01 | 252.189418840033 |
| 2008-12-01 | 248.600785710235 |
| 2009-01-01 | 246.595471866636 |
| 2009-02-01 | 243.248732360308 |
| 2009-03-01 | 240.190751997396 |
| 2009-04-01 | 236.663075797251 |
| 2009-05-01 | 236.496616577753 |
| 2009-06-01 | 235.942858079783 |
| 2009-07-01 | 235.402878010250 |
| 2009-08-01 | 236.675728565790 |
| 2009-09-01 | 236.968756955053 |
| 2009-10-01 | 239.975755656093 |
| 2009-11-01 | 241.656666855896 |
| 2009-12-01 | 242.584167095781 |
| 2010-01-01 | 243.888237837988 |
| 2010-02-01 | 245.496849846385 |
| 2010-03-01 | 246.779890685725 |
| 2010-04-01 | 252.088618966375 |
| 2010-05-01 | 251.903500061402 |
| 2010-06-01 | 252.699320042842 |
| 2010-07-01 | 253.718291286349 |
| 2010-08-01 | 254.708902294853 |
| 2010-09-01 | 254.940449919337 |
| 2010-10-01 | 257.801539451178 |
| 2010-11-01 | 260.540369711615 |
| 2010-12-01 | 263.221792240106 |
| 2011-01-01 | 263.902364445242 |
| 2011-02-01 | 264.671864562032 |
| 2011-03-01 | 265.702464317969 |
| 2011-04-01 | 266.739860748428 |
| 2011-05-01 | 267.342833955297 |
| 2011-06-01 | 268.077875461662 |
| 2011-07-01 | 267.947752366005 |
| 2011-08-01 | 268.819384529321 |
| 2011-09-01 | 270.927103866497 |
| 2011-10-01 | 268.926189251446 |
| 2011-11-01 | 268.616489726595 |
| 2011-12-01 | 268.496788162754 |
| 2012-01-01 | 268.785917044818 |
| 2012-02-01 | 268.435461199611 |
| 2012-03-01 | 271.633028302206 |
| 2012-04-01 | 269.799084211283 |
| 2012-05-01 | 269.182331094793 |
| 2012-06-01 | 268.915611775950 |
| 2012-07-01 | 268.852001738216 |
| 2012-08-01 | 268.838735597770 |
| 2012-09-01 | 270.491686515635 |
| 2012-10-01 | 269.080376511743 |
| 2012-11-01 | 268.542735715145 |
| 2012-12-01 | 269.453212919030 |
| 2013-01-01 | 269.327302639757 |
| 2013-02-01 | 272.059844739907 |
| 2013-03-01 | 273.137951660013 |
| 2013-04-01 | 271.326269471895 |
| 2013-05-01 | 272.375119521736 |
| 2013-06-01 | 275.172335586038 |
| 2013-07-01 | 277.457575448060 |
| 2013-08-01 | 279.636817975883 |
| 2013-09-01 | 276.046981555640 |
| 2013-10-01 | 275.848108364642 |
| 2013-11-01 | 276.878851086696 |
| 2013-12-01 | 275.657365848083 |
| 2014-01-01 | 276.646845179136 |
| 2014-02-01 | 277.124493217426 |
| 2014-03-01 | 278.160335903044 |
| 2014-04-01 | 280.696048774058 |
| 2014-05-01 | 282.278148117881 |
| 2014-06-01 | 283.201215105948 |
| 2014-07-01 | 282.639769850466 |
| 2014-08-01 | 285.909726340734 |
| 2014-09-01 | 284.372493951719 |
| 2014-10-01 | 285.151280472085 |
| 2014-11-01 | 288.280036195040 |
| 2014-12-01 | 289.660656148189 |
| 2015-01-01 | 290.148166692970 |
| 2015-02-01 | 290.439306941062 |
| 2015-03-01 | 288.960998819177 |
| 2015-04-01 | 289.268107429718 |
| 2015-05-01 | 290.516734112600 |
| 2015-06-01 | 291.613292864543 |
| 2015-07-01 | 291.961648542828 |
| 2015-08-01 | 291.918566378908 |
| 2015-09-01 | 291.138190967619 |
| 2015-10-01 | 296.440311399760 |
| 2015-11-01 | 298.075510408990 |
| 2015-12-01 | 300.657457976304 |
| 2016-01-01 | 294.511137470704 |
| 2016-02-01 | 293.401070229941 |
| 2016-03-01 | 294.145697208890 |
| 2016-04-01 | 295.933076875299 |
| 2016-05-01 | 293.579861070286 |
| 2016-06-01 | 292.802478880492 |
| 2016-07-01 | 294.757199548271 |
| 2016-08-01 | 293.026075466829 |
| 2016-09-01 | 296.813744673976 |
| 2016-10-01 | 295.584317386912 |
| 2016-11-01 | 294.004496858846 |
| 2016-12-01 | 295.798071016987 |
| 2017-01-01 | 296.643793478908 |
| 2017-02-01 | 294.620284320714 |
| 2017-03-01 | 295.062995845094 |
| 2017-04-01 | 294.012331719117 |
| 2017-05-01 | 295.771338565475 |
| 2017-06-01 | 294.997392860954 |
| 2017-07-01 | 294.774984716483 |
| 2017-08-01 | 295.261967945463 |
| 2017-09-01 | 298.030769064349 |
| 2017-10-01 | 295.090936558616 |
| 2017-11-01 | 295.109385026884 |
| 2017-12-01 | 295.517380115230 |
| 2018-01-01 | 296.252076126875 |
| 2018-02-01 | 295.886784441333 |
| 2018-03-01 | 296.717198545710 |
| 2018-04-01 | 297.258480799172 |
| 2018-05-01 | 297.915803427588 |
| 2018-06-01 | 298.569780167422 |
| 2018-07-01 | 297.515429757466 |
| 2018-08-01 | 298.518412772610 |
| 2018-09-01 | 298.360607778208 |
| 2018-10-01 | 297.353057721098 |
| 2018-11-01 | 296.718607383561 |
| 2018-12-01 | 295.848510017912 |
| 2019-01-01 | 297.193048909827 |
| 2019-02-01 | 298.732821093279 |
| 2019-03-01 | 298.331102711405 |
| 2019-04-01 | 299.850612998293 |
| 2019-05-01 | 300.585433787218 |
| 2019-06-01 | 300.609690014986 |
| 2019-07-01 | 302.151806188865 |
| 2019-08-01 | 304.176961245441 |
| 2019-09-01 | 301.036843258468 |
| 2019-10-01 | 299.672423965196 |
| 2019-11-01 | 301.261081762329 |
| 2019-12-01 | 299.327091001867 |
| 2020-01-01 | 296.642712708251 |
| 2020-02-01 | 295.003601288060 |
| 2020-03-01 | 293.662778418878 |
| 2020-04-01 | 235.234248162346 |
| 2020-05-01 | 242.473151960250 |
| 2020-06-01 | 252.583080274488 |
| 2020-07-01 | 254.503408322366 |
| 2020-08-01 | 257.373688579320 |
| 2020-09-01 | 255.433580541063 |
| 2020-10-01 | 264.398850053148 |
| 2020-11-01 | 268.022407351135 |
| 2020-12-01 | 269.678344740069 |
| 2021-01-01 | 270.395806593083 |
| 2021-02-01 | 272.306403965808 |
| 2021-03-01 | 272.268158714581 |
| 2021-04-01 | 272.786201630443 |
| 2021-05-01 | 271.383887708677 |
| 2021-06-01 | 274.947962406499 |
| 2021-07-01 | 276.545858403376 |
| 2021-08-01 | 276.659436990848 |
| 2021-09-01 | 274.582291927013 |
| 2021-10-01 | 282.038143086581 |
| 2021-11-01 | 284.707536932198 |
| 2021-12-01 | 286.701982423950 |
| 2022-01-01 | 287.600227780905 |
| 2022-02-01 | 290.986695365597 |
| 2022-03-01 | 293.132252591761 |
| 2022-04-01 | 290.630535804204 |
| 2022-05-01 | 289.688681105710 |
| 2022-06-01 | 290.963395754928 |
| 2022-07-01 | 289.645361409893 |
| 2022-08-01 | 288.963131670886 |
| 2022-09-01 | 287.532779758842 |
| 2022-10-01 | 288.169704423321 |
| 2022-11-01 | 286.026190979223 |
| 2022-12-01 | 284.983486017208 |
| 2023-01-01 | 285.687801416302 |
| 2023-02-01 | 283.666482509166 |
| 2023-03-01 | 284.289077304818 |
| 2023-04-01 | 282.473562850502 |
| 2023-05-01 | 281.545663467032 |
| 2023-06-01 | 280.486742199644 |
| 2023-07-01 | 280.649910790175 |
| 2023-08-01 | 279.247915428932 |
| 2023-09-01 | 279.547364527384 |
| 2023-10-01 | 276.577316430710 |
| 2023-11-01 | 276.595871818780 |
| 2023-12-01 | 273.041582173362 |
| 2024-01-01 | 274.398413849951 |
| 2024-02-01 | 274.395361082796 |
| 2024-03-01 | 276.929539064453 |
| 2024-04-01 | 275.453120859646 |
| 2024-05-01 | 276.456754005395 |
| 2024-06-01 | 274.690218981264 |
| 2024-07-01 | 274.723308064464 |
| 2024-08-01 | 275.420094936775 |
| 2024-09-01 | 276.113440157366 |
| 2024-10-01 | 274.388881831605 |
| 2024-11-01 | 275.019299977826 |
| 2024-12-01 | 274.305556823416 |
| 2025-01-01 | 274.345336266304 |
| 2025-02-01 | 274.216298271542 |
| 2025-03-01 | 274.925423688312 |
| 2025-04-01 | 274.932031338326 |
| 2025-05-01 | 277.751195977627 |
| 2025-06-01 | 275.326045544387 |
| 2025-07-01 | 274.082082720923 |
| 2025-08-01 | 272.670339291833 |
| 2025-09-01 | 274.996513840043 |
| 2025-10-01 | 276.909593343992 |
| 2025-11-01 | 274.615487205199 |
| 2025-12-01 | 278.140496546142 |
| 2026-01-01 | 281.555837528186 |
| 2026-02-01 | 279.707676363138 |
| 2026-03-01 | 279.492388735128 |
| 2026-04-01 | 281.580275448681 |
| 2026-05-01 | 280.165118940108 |
| 2026-06-01 | 279.664435071209 |