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 2026-01-01 |
| Last Updated | 2026-04-10 11:53 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 | 174.172411782340 |
| 1990-02-01 | 174.262475224428 |
| 1990-03-01 | 175.969358737327 |
| 1990-04-01 | 173.072211052885 |
| 1990-05-01 | 172.901015053597 |
| 1990-06-01 | 174.455199935695 |
| 1990-07-01 | 172.100453119489 |
| 1990-08-01 | 171.984388064344 |
| 1990-09-01 | 172.532748394868 |
| 1990-10-01 | 170.479998169569 |
| 1990-11-01 | 170.745363172301 |
| 1990-12-01 | 170.605279817953 |
| 1991-01-01 | 168.801221262498 |
| 1991-02-01 | 168.351723985933 |
| 1991-03-01 | 169.129483643570 |
| 1991-04-01 | 167.749786208306 |
| 1991-05-01 | 167.848410400479 |
| 1991-06-01 | 167.727127659571 |
| 1991-07-01 | 165.676638607332 |
| 1991-08-01 | 166.093714462446 |
| 1991-09-01 | 165.498056072707 |
| 1991-10-01 | 166.338932190895 |
| 1991-11-01 | 166.257670138525 |
| 1991-12-01 | 166.630143202439 |
| 1992-01-01 | 169.946124649857 |
| 1992-02-01 | 168.601760678807 |
| 1992-03-01 | 168.133319406888 |
| 1992-04-01 | 169.551893092514 |
| 1992-05-01 | 169.854454026749 |
| 1992-06-01 | 171.006873011451 |
| 1992-07-01 | 174.778156446623 |
| 1992-08-01 | 174.464443846791 |
| 1992-09-01 | 175.625112208934 |
| 1992-10-01 | 176.128312513568 |
| 1992-11-01 | 175.881662551992 |
| 1992-12-01 | 176.148313258963 |
| 1993-01-01 | 178.211285307143 |
| 1993-02-01 | 178.273749662647 |
| 1993-03-01 | 176.367848812470 |
| 1993-04-01 | 179.662619722203 |
| 1993-05-01 | 180.581722158413 |
| 1993-06-01 | 179.791537903253 |
| 1993-07-01 | 182.336038601514 |
| 1993-08-01 | 180.887482922899 |
| 1993-09-01 | 181.987307185007 |
| 1993-10-01 | 183.761444790306 |
| 1993-11-01 | 184.784131806545 |
| 1993-12-01 | 185.778866332466 |
| 1994-01-01 | 185.180644100950 |
| 1994-02-01 | 186.002618084183 |
| 1994-03-01 | 188.958932851699 |
| 1994-04-01 | 190.800098324394 |
| 1994-05-01 | 191.439983352975 |
| 1994-06-01 | 192.655368065180 |
| 1994-07-01 | 194.060306708251 |
| 1994-08-01 | 194.940042135702 |
| 1994-09-01 | 195.736134540707 |
| 1994-10-01 | 194.996460292570 |
| 1994-11-01 | 196.300149225771 |
| 1994-12-01 | 197.518149785703 |
| 1995-01-01 | 197.472862098705 |
| 1995-02-01 | 198.791878068435 |
| 1995-03-01 | 201.305784904082 |
| 1995-04-01 | 198.142031365802 |
| 1995-05-01 | 198.751241063738 |
| 1995-06-01 | 200.174279303124 |
| 1995-07-01 | 199.914990648101 |
| 1995-08-01 | 202.596357316798 |
| 1995-09-01 | 203.187133080339 |
| 1995-10-01 | 204.612401491952 |
| 1995-11-01 | 205.766820308159 |
| 1995-12-01 | 206.801864746645 |
| 1996-01-01 | 203.073012682520 |
| 1996-02-01 | 208.947481347048 |
| 1996-03-01 | 209.930342775096 |
| 1996-04-01 | 211.604542631469 |
| 1996-05-01 | 213.405857330728 |
| 1996-06-01 | 214.316583815207 |
| 1996-07-01 | 215.022648600001 |
| 1996-08-01 | 216.208840269855 |
| 1996-09-01 | 216.584034165008 |
| 1996-10-01 | 217.544471184755 |
| 1996-11-01 | 218.891584182424 |
| 1996-12-01 | 218.806811789042 |
| 1997-01-01 | 222.343781500011 |
| 1997-02-01 | 222.767328525118 |
| 1997-03-01 | 223.792041974314 |
| 1997-04-01 | 225.912495823428 |
| 1997-05-01 | 228.014074151694 |
| 1997-06-01 | 230.538207952062 |
| 1997-07-01 | 231.397783854321 |
| 1997-08-01 | 232.731938502519 |
| 1997-09-01 | 234.383509666133 |
| 1997-10-01 | 238.296244834717 |
| 1997-11-01 | 239.627333240314 |
| 1997-12-01 | 241.891203670323 |
| 1998-01-01 | 240.695998475776 |
| 1998-02-01 | 241.789528009633 |
| 1998-03-01 | 242.749606537004 |
| 1998-04-01 | 243.899122555903 |
| 1998-05-01 | 246.896357997488 |
| 1998-06-01 | 247.231477277480 |
| 1998-07-01 | 247.484079804211 |
| 1998-08-01 | 247.869361625588 |
| 1998-09-01 | 248.055716697928 |
| 1998-10-01 | 250.855967867787 |
| 1998-11-01 | 253.038577151495 |
| 1998-12-01 | 254.502285306736 |
| 1999-01-01 | 257.185983889458 |
| 1999-02-01 | 260.250298467776 |
| 1999-03-01 | 265.583543704712 |
| 1999-04-01 | 254.338530690789 |
| 1999-05-01 | 252.957558351625 |
| 1999-06-01 | 253.613774488721 |
| 1999-07-01 | 256.265033113471 |
| 1999-08-01 | 256.974475672003 |
| 1999-09-01 | 257.494691221686 |
| 1999-10-01 | 257.715034087812 |
| 1999-11-01 | 258.791971951071 |
| 1999-12-01 | 262.276788438915 |
| 2000-01-01 | 262.106554575501 |
| 2000-02-01 | 262.882748788024 |
| 2000-03-01 | 266.744687225682 |
| 2000-04-01 | 262.933934296516 |
| 2000-05-01 | 262.030759581945 |
| 2000-06-01 | 262.959549973040 |
| 2000-07-01 | 267.399823878584 |
| 2000-08-01 | 266.174688716824 |
| 2000-09-01 | 267.182013465885 |
| 2000-10-01 | 264.256600239794 |
| 2000-11-01 | 264.285087395360 |
| 2000-12-01 | 263.871183605320 |
| 2001-01-01 | 266.026627160208 |
| 2001-02-01 | 267.403082814350 |
| 2001-03-01 | 264.787618085385 |
| 2001-04-01 | 260.370910577015 |
| 2001-05-01 | 260.305910664260 |
| 2001-06-01 | 259.747966243684 |
| 2001-07-01 | 254.222529011167 |
| 2001-08-01 | 255.211255291085 |
| 2001-09-01 | 254.869357929996 |
| 2001-10-01 | 253.211108116008 |
| 2001-11-01 | 251.442909887429 |
| 2001-12-01 | 249.330340061137 |
| 2002-01-01 | 248.586511673546 |
| 2002-02-01 | 248.962295303266 |
| 2002-03-01 | 250.128314055470 |
| 2002-04-01 | 251.051945222226 |
| 2002-05-01 | 251.295098210842 |
| 2002-06-01 | 251.377976792467 |
| 2002-07-01 | 249.712390674483 |
| 2002-08-01 | 251.190291114223 |
| 2002-09-01 | 249.876026861842 |
| 2002-10-01 | 249.577195160357 |
| 2002-11-01 | 249.701498369485 |
| 2002-12-01 | 249.013893698822 |
| 2003-01-01 | 247.031623733691 |
| 2003-02-01 | 244.559315018490 |
| 2003-03-01 | 243.885810855452 |
| 2003-04-01 | 245.307114678470 |
| 2003-05-01 | 246.189649444909 |
| 2003-06-01 | 244.584961638101 |
| 2003-07-01 | 246.251755857495 |
| 2003-08-01 | 247.884137812234 |
| 2003-09-01 | 248.987865006249 |
| 2003-10-01 | 250.235867234611 |
| 2003-11-01 | 251.120152183203 |
| 2003-12-01 | 252.464688869467 |
| 2004-01-01 | 254.869765868027 |
| 2004-02-01 | 255.152187528479 |
| 2004-03-01 | 256.305739254782 |
| 2004-04-01 | 256.432710348246 |
| 2004-05-01 | 256.505316415772 |
| 2004-06-01 | 257.978868330847 |
| 2004-07-01 | 258.535542683285 |
| 2004-08-01 | 257.884691818999 |
| 2004-09-01 | 257.805475695176 |
| 2004-10-01 | 259.236904454198 |
| 2004-11-01 | 258.799335832366 |
| 2004-12-01 | 259.331099080096 |
| 2005-01-01 | 260.516717066507 |
| 2005-02-01 | 261.577920961745 |
| 2005-03-01 | 258.855339249297 |
| 2005-04-01 | 262.544711504739 |
| 2005-05-01 | 260.531974890717 |
| 2005-06-01 | 260.437576181398 |
| 2005-07-01 | 260.281147478508 |
| 2005-08-01 | 259.345248962104 |
| 2005-09-01 | 259.673289764568 |
| 2005-10-01 | 259.458031054089 |
| 2005-11-01 | 259.562523895792 |
| 2005-12-01 | 258.827643922338 |
| 2006-01-01 | 258.737846789247 |
| 2006-02-01 | 261.391066464877 |
| 2006-03-01 | 262.245769352162 |
| 2006-04-01 | 260.826462737524 |
| 2006-05-01 | 261.975439802451 |
| 2006-06-01 | 263.657354798349 |
| 2006-07-01 | 263.953573917054 |
| 2006-08-01 | 265.487766359217 |
| 2006-09-01 | 266.423177053621 |
| 2006-10-01 | 267.946580587713 |
| 2006-11-01 | 268.641509846117 |
| 2006-12-01 | 268.610191205226 |
| 2007-01-01 | 266.989445112967 |
| 2007-02-01 | 267.275380960567 |
| 2007-03-01 | 268.377278246609 |
| 2007-04-01 | 269.900833009494 |
| 2007-05-01 | 271.348294609348 |
| 2007-06-01 | 273.831323021287 |
| 2007-07-01 | 271.999357906901 |
| 2007-08-01 | 272.033742622278 |
| 2007-09-01 | 271.749339211910 |
| 2007-10-01 | 269.132405914410 |
| 2007-11-01 | 270.507098259413 |
| 2007-12-01 | 271.832424587930 |
| 2008-01-01 | 271.063930000560 |
| 2008-02-01 | 269.624549639348 |
| 2008-03-01 | 268.704255524640 |
| 2008-04-01 | 268.674564723932 |
| 2008-05-01 | 266.755777973406 |
| 2008-06-01 | 264.502161267722 |
| 2008-07-01 | 265.819587651147 |
| 2008-08-01 | 265.012336568848 |
| 2008-09-01 | 261.192042869283 |
| 2008-10-01 | 257.422452870956 |
| 2008-11-01 | 252.189418520928 |
| 2008-12-01 | 248.600786281924 |
| 2009-01-01 | 246.595475766937 |
| 2009-02-01 | 243.248734380731 |
| 2009-03-01 | 240.190755589330 |
| 2009-04-01 | 236.663080295956 |
| 2009-05-01 | 236.496619461529 |
| 2009-06-01 | 235.942853528947 |
| 2009-07-01 | 235.402876201429 |
| 2009-08-01 | 236.675726687721 |
| 2009-09-01 | 236.968743816109 |
| 2009-10-01 | 239.975755770118 |
| 2009-11-01 | 241.656668357235 |
| 2009-12-01 | 242.584168086187 |
| 2010-01-01 | 243.888240395426 |
| 2010-02-01 | 245.496854902861 |
| 2010-03-01 | 246.779897052246 |
| 2010-04-01 | 252.088627940785 |
| 2010-05-01 | 251.903509491685 |
| 2010-06-01 | 252.699325026491 |
| 2010-07-01 | 253.718267894836 |
| 2010-08-01 | 254.708903545473 |
| 2010-09-01 | 254.940423409198 |
| 2010-10-01 | 257.801542906945 |
| 2010-11-01 | 260.540371683988 |
| 2010-12-01 | 263.221787724416 |
| 2011-01-01 | 263.902358406758 |
| 2011-02-01 | 264.671866811832 |
| 2011-03-01 | 265.702479832808 |
| 2011-04-01 | 266.739891502985 |
| 2011-05-01 | 267.342872970677 |
| 2011-06-01 | 268.077906089135 |
| 2011-07-01 | 267.947703735896 |
| 2011-08-01 | 268.819366964562 |
| 2011-09-01 | 270.927042214220 |
| 2011-10-01 | 268.926188871867 |
| 2011-11-01 | 268.616489409010 |
| 2011-12-01 | 268.496768709479 |
| 2012-01-01 | 268.785885699571 |
| 2012-02-01 | 268.435448386358 |
| 2012-03-01 | 271.633068241613 |
| 2012-04-01 | 269.799179337819 |
| 2012-05-01 | 269.182450372079 |
| 2012-06-01 | 268.915701577335 |
| 2012-07-01 | 268.851935533809 |
| 2012-08-01 | 268.838691816125 |
| 2012-09-01 | 270.491436027693 |
| 2012-10-01 | 269.080358409414 |
| 2012-11-01 | 268.542771468808 |
| 2012-12-01 | 269.453187719665 |
| 2013-01-01 | 269.327305653109 |
| 2013-02-01 | 272.059612891241 |
| 2013-03-01 | 273.138043054262 |
| 2013-04-01 | 271.326689056139 |
| 2013-05-01 | 272.375306688246 |
| 2013-06-01 | 275.172503728707 |
| 2013-07-01 | 277.457591842058 |
| 2013-08-01 | 279.636690862604 |
| 2013-09-01 | 276.046164824598 |
| 2013-10-01 | 275.848131927804 |
| 2013-11-01 | 276.878972823520 |
| 2013-12-01 | 275.657370871663 |
| 2014-01-01 | 276.646842538205 |
| 2014-02-01 | 277.124085593846 |
| 2014-03-01 | 278.160542885749 |
| 2014-04-01 | 280.696899837058 |
| 2014-05-01 | 282.278458374583 |
| 2014-06-01 | 283.201500101407 |
| 2014-07-01 | 282.639930849072 |
| 2014-08-01 | 285.909636842350 |
| 2014-09-01 | 284.370365287203 |
| 2014-10-01 | 285.151466685128 |
| 2014-11-01 | 288.280287620417 |
| 2014-12-01 | 289.660631588140 |
| 2015-01-01 | 290.148119517182 |
| 2015-02-01 | 290.438849321931 |
| 2015-03-01 | 288.961617354028 |
| 2015-04-01 | 289.269738132839 |
| 2015-05-01 | 290.517395882492 |
| 2015-06-01 | 291.613663726775 |
| 2015-07-01 | 291.961655754745 |
| 2015-08-01 | 291.918009009962 |
| 2015-09-01 | 291.134460635281 |
| 2015-10-01 | 296.440505617453 |
| 2015-11-01 | 298.075933291866 |
| 2015-12-01 | 300.657520723932 |
| 2016-01-01 | 294.511079009491 |
| 2016-02-01 | 293.401041105235 |
| 2016-03-01 | 294.147184200166 |
| 2016-04-01 | 295.935734228297 |
| 2016-05-01 | 293.581241238275 |
| 2016-06-01 | 292.803026173936 |
| 2016-07-01 | 294.756927055975 |
| 2016-08-01 | 293.023015692536 |
| 2016-09-01 | 296.808513247331 |
| 2016-10-01 | 295.584000827327 |
| 2016-11-01 | 294.005980188107 |
| 2016-12-01 | 295.798218939457 |
| 2017-01-01 | 296.644030514042 |
| 2017-02-01 | 294.620255781795 |
| 2017-03-01 | 295.064188767145 |
| 2017-04-01 | 294.020973460738 |
| 2017-05-01 | 295.772784789375 |
| 2017-06-01 | 294.996382791071 |
| 2017-07-01 | 294.773674017563 |
| 2017-08-01 | 295.256249366115 |
| 2017-09-01 | 298.022688786865 |
| 2017-10-01 | 295.088353173673 |
| 2017-11-01 | 295.112892850023 |
| 2017-12-01 | 295.521353672148 |
| 2018-01-01 | 296.251363533491 |
| 2018-02-01 | 295.886742649629 |
| 2018-03-01 | 296.718610415433 |
| 2018-04-01 | 297.273545786721 |
| 2018-05-01 | 297.916504960935 |
| 2018-06-01 | 298.567153507030 |
| 2018-07-01 | 297.513025597494 |
| 2018-08-01 | 298.510125013761 |
| 2018-09-01 | 298.348123265743 |
| 2018-10-01 | 297.348326882986 |
| 2018-11-01 | 296.724513686415 |
| 2018-12-01 | 295.856557159674 |
| 2019-01-01 | 297.191155016668 |
| 2019-02-01 | 298.731745243548 |
| 2019-03-01 | 298.336609882873 |
| 2019-04-01 | 299.871047617508 |
| 2019-05-01 | 300.584914413576 |
| 2019-06-01 | 300.605145016384 |
| 2019-07-01 | 302.147629897284 |
| 2019-08-01 | 304.166704483610 |
| 2019-09-01 | 301.019721397648 |
| 2019-10-01 | 299.665544532982 |
| 2019-11-01 | 301.268671428341 |
| 2019-12-01 | 299.340067286780 |
| 2020-01-01 | 296.640192065971 |
| 2020-02-01 | 295.002485045977 |
| 2020-03-01 | 293.673652139153 |
| 2020-04-01 | 235.250227407016 |
| 2020-05-01 | 242.471621446802 |
| 2020-06-01 | 252.577431923160 |
| 2020-07-01 | 254.497162693093 |
| 2020-08-01 | 257.363057193622 |
| 2020-09-01 | 255.417594454151 |
| 2020-10-01 | 264.393018966756 |
| 2020-11-01 | 268.028977609617 |
| 2020-12-01 | 269.702545049075 |
| 2021-01-01 | 270.389099224798 |
| 2021-02-01 | 272.299961904927 |
| 2021-03-01 | 272.292334548060 |
| 2021-04-01 | 272.797638919497 |
| 2021-05-01 | 271.391211062437 |
| 2021-06-01 | 274.929608790281 |
| 2021-07-01 | 276.526524786598 |
| 2021-08-01 | 276.639842720981 |
| 2021-09-01 | 274.563587053568 |
| 2021-10-01 | 282.037374888045 |
| 2021-11-01 | 284.721911390768 |
| 2021-12-01 | 286.747788212910 |
| 2022-01-01 | 287.591960753512 |
| 2022-02-01 | 290.977740274168 |
| 2022-03-01 | 293.174183441011 |
| 2022-04-01 | 290.635442494239 |
| 2022-05-01 | 289.715347918192 |
| 2022-06-01 | 290.917933044773 |
| 2022-07-01 | 289.587636847201 |
| 2022-08-01 | 288.923181299991 |
| 2022-09-01 | 287.499396044364 |
| 2022-10-01 | 288.174954055572 |
| 2022-11-01 | 286.057280752851 |
| 2022-12-01 | 285.117440962693 |
| 2023-01-01 | 285.646275833443 |
| 2023-02-01 | 283.637245513330 |
| 2023-03-01 | 284.329781899099 |
| 2023-04-01 | 282.570102981082 |
| 2023-05-01 | 281.571635515280 |
| 2023-06-01 | 280.382173088196 |
| 2023-07-01 | 280.531936993758 |
| 2023-08-01 | 279.160840468439 |
| 2023-09-01 | 279.479751610847 |
| 2023-10-01 | 276.583798718671 |
| 2023-11-01 | 276.651921011655 |
| 2023-12-01 | 273.260802186358 |
| 2024-01-01 | 274.381514324658 |
| 2024-02-01 | 274.339126587990 |
| 2024-03-01 | 276.913610150985 |
| 2024-04-01 | 275.716211507366 |
| 2024-05-01 | 276.485885637928 |
| 2024-06-01 | 274.543465977922 |
| 2024-07-01 | 274.530202597355 |
| 2024-08-01 | 275.272761541489 |
| 2024-09-01 | 275.995526492420 |
| 2024-10-01 | 274.383447076380 |
| 2024-11-01 | 275.093694783710 |
| 2024-12-01 | 274.631848994758 |
| 2025-01-01 | 274.347783859004 |
| 2025-02-01 | 274.114992177776 |
| 2025-03-01 | 274.835696493315 |
| 2025-04-01 | 275.414642623236 |
| 2025-05-01 | 277.795380786119 |
| 2025-06-01 | 275.139979947022 |
| 2025-07-01 | 273.815483201619 |
| 2025-08-01 | 272.457082319596 |
| 2025-09-01 | 274.822671665271 |
| 2025-10-01 | 276.884785772350 |
| 2025-11-01 | 274.702935305832 |
| 2025-12-01 | 278.522488805266 |
| 2026-01-01 | 281.403795196737 |