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 2026-05-01 |
| Last Updated | 2026-06-24 10:04 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 | 174.172477108414 |
| 1990-02-01 | 174.262479511425 |
| 1990-03-01 | 175.969339625916 |
| 1990-04-01 | 173.072204663508 |
| 1990-05-01 | 172.901007686439 |
| 1990-06-01 | 174.455192217147 |
| 1990-07-01 | 172.100449784650 |
| 1990-08-01 | 171.984379306708 |
| 1990-09-01 | 172.532745073841 |
| 1990-10-01 | 170.479990414829 |
| 1990-11-01 | 170.745357777771 |
| 1990-12-01 | 170.605277158220 |
| 1991-01-01 | 168.801302832550 |
| 1991-02-01 | 168.351715270162 |
| 1991-03-01 | 169.129466050450 |
| 1991-04-01 | 167.749780778743 |
| 1991-05-01 | 167.848403783468 |
| 1991-06-01 | 167.727119228294 |
| 1991-07-01 | 165.676637443573 |
| 1991-08-01 | 166.093705210075 |
| 1991-09-01 | 165.498050574185 |
| 1991-10-01 | 166.338922624126 |
| 1991-11-01 | 166.257664012037 |
| 1991-12-01 | 166.630141708761 |
| 1992-01-01 | 169.946225758201 |
| 1992-02-01 | 168.601740017810 |
| 1992-03-01 | 168.133302328607 |
| 1992-04-01 | 169.551886491719 |
| 1992-05-01 | 169.854446202011 |
| 1992-06-01 | 171.006862116126 |
| 1992-07-01 | 174.778161591578 |
| 1992-08-01 | 174.464430941287 |
| 1992-09-01 | 175.625102846988 |
| 1992-10-01 | 176.128299031366 |
| 1992-11-01 | 175.881647718382 |
| 1992-12-01 | 176.148298357544 |
| 1993-01-01 | 178.211458085717 |
| 1993-02-01 | 178.273700630719 |
| 1993-03-01 | 176.367824726096 |
| 1993-04-01 | 179.662609728390 |
| 1993-05-01 | 180.581712277054 |
| 1993-06-01 | 179.791524915462 |
| 1993-07-01 | 182.336052463565 |
| 1993-08-01 | 180.887472171530 |
| 1993-09-01 | 181.987297066714 |
| 1993-10-01 | 183.761430307072 |
| 1993-11-01 | 184.784111110997 |
| 1993-12-01 | 185.778812853824 |
| 1994-01-01 | 185.180864445620 |
| 1994-02-01 | 186.002554410993 |
| 1994-03-01 | 188.958902050205 |
| 1994-04-01 | 190.800090589580 |
| 1994-05-01 | 191.439981231692 |
| 1994-06-01 | 192.655363040714 |
| 1994-07-01 | 194.060339098008 |
| 1994-08-01 | 194.940040310922 |
| 1994-09-01 | 195.736126571804 |
| 1994-10-01 | 194.996441728484 |
| 1994-11-01 | 196.300105680841 |
| 1994-12-01 | 197.518029431221 |
| 1995-01-01 | 197.473116362543 |
| 1995-02-01 | 198.791784285961 |
| 1995-03-01 | 201.305755462871 |
| 1995-04-01 | 198.142046928280 |
| 1995-05-01 | 198.751262397685 |
| 1995-06-01 | 200.174303922573 |
| 1995-07-01 | 199.915046135372 |
| 1995-08-01 | 202.596382299621 |
| 1995-09-01 | 203.187133741478 |
| 1995-10-01 | 204.612375410000 |
| 1995-11-01 | 205.766752172768 |
| 1995-12-01 | 206.801672724811 |
| 1996-01-01 | 203.073165884053 |
| 1996-02-01 | 208.947280050329 |
| 1996-03-01 | 209.930415239079 |
| 1996-04-01 | 211.604631741148 |
| 1996-05-01 | 213.405937115484 |
| 1996-06-01 | 214.316658111040 |
| 1996-07-01 | 215.022736018719 |
| 1996-08-01 | 216.208888440974 |
| 1996-09-01 | 216.584035291295 |
| 1996-10-01 | 217.544426000321 |
| 1996-11-01 | 218.891469392016 |
| 1996-12-01 | 218.806542121469 |
| 1997-01-01 | 222.343806634570 |
| 1997-02-01 | 222.766979207694 |
| 1997-03-01 | 223.792264465710 |
| 1997-04-01 | 225.912676141122 |
| 1997-05-01 | 228.014237545535 |
| 1997-06-01 | 230.538334887138 |
| 1997-07-01 | 231.397887854665 |
| 1997-08-01 | 232.732015411533 |
| 1997-09-01 | 234.383509552769 |
| 1997-10-01 | 238.296176873151 |
| 1997-11-01 | 239.627179976046 |
| 1997-12-01 | 241.890865893961 |
| 1998-01-01 | 240.695836017664 |
| 1998-02-01 | 241.788996460396 |
| 1998-03-01 | 242.750022952617 |
| 1998-04-01 | 243.899398454638 |
| 1998-05-01 | 246.896619928930 |
| 1998-06-01 | 247.231647615802 |
| 1998-07-01 | 247.484184016098 |
| 1998-08-01 | 247.869445159053 |
| 1998-09-01 | 248.055702504071 |
| 1998-10-01 | 250.855878224431 |
| 1998-11-01 | 253.038394741993 |
| 1998-12-01 | 254.501946389883 |
| 1999-01-01 | 257.185698172842 |
| 1999-02-01 | 260.249677312021 |
| 1999-03-01 | 265.584073265899 |
| 1999-04-01 | 254.338841730350 |
| 1999-05-01 | 252.957864803809 |
| 1999-06-01 | 253.613953539734 |
| 1999-07-01 | 256.265111699071 |
| 1999-08-01 | 256.974556871007 |
| 1999-09-01 | 257.494670017606 |
| 1999-10-01 | 257.714940695602 |
| 1999-11-01 | 258.791804945065 |
| 1999-12-01 | 262.276515178497 |
| 2000-01-01 | 262.106217512277 |
| 2000-02-01 | 262.882098193320 |
| 2000-03-01 | 266.745241459727 |
| 2000-04-01 | 262.934238940229 |
| 2000-05-01 | 262.031066430000 |
| 2000-06-01 | 262.959709306136 |
| 2000-07-01 | 267.399872496383 |
| 2000-08-01 | 266.174740154442 |
| 2000-09-01 | 267.181980294883 |
| 2000-10-01 | 264.256516606307 |
| 2000-11-01 | 264.284951290957 |
| 2000-12-01 | 263.870999094087 |
| 2001-01-01 | 266.026370931120 |
| 2001-02-01 | 267.402556475427 |
| 2001-03-01 | 264.788044984253 |
| 2001-04-01 | 260.371126188481 |
| 2001-05-01 | 260.306149537435 |
| 2001-06-01 | 259.748072117450 |
| 2001-07-01 | 254.222540060379 |
| 2001-08-01 | 255.211283995070 |
| 2001-09-01 | 254.869333062810 |
| 2001-10-01 | 253.211056107412 |
| 2001-11-01 | 251.442833538750 |
| 2001-12-01 | 249.330241059793 |
| 2002-01-01 | 248.586389235362 |
| 2002-02-01 | 248.961953932421 |
| 2002-03-01 | 250.128561899695 |
| 2002-04-01 | 251.052059504352 |
| 2002-05-01 | 251.295248481642 |
| 2002-06-01 | 251.378035316515 |
| 2002-07-01 | 249.712384413203 |
| 2002-08-01 | 251.190300991857 |
| 2002-09-01 | 249.876009464704 |
| 2002-10-01 | 249.577171072393 |
| 2002-11-01 | 249.701464904590 |
| 2002-12-01 | 249.013854242051 |
| 2003-01-01 | 247.031590241323 |
| 2003-02-01 | 244.559166354663 |
| 2003-03-01 | 243.885887400300 |
| 2003-04-01 | 245.307146683186 |
| 2003-05-01 | 246.189717466066 |
| 2003-06-01 | 244.584989188441 |
| 2003-07-01 | 246.251748681477 |
| 2003-08-01 | 247.884145493278 |
| 2003-09-01 | 248.987862717212 |
| 2003-10-01 | 250.235864054622 |
| 2003-11-01 | 251.120148034226 |
| 2003-12-01 | 252.464685922672 |
| 2004-01-01 | 254.869763978683 |
| 2004-02-01 | 255.152097324282 |
| 2004-03-01 | 256.305758093203 |
| 2004-04-01 | 256.432715219794 |
| 2004-05-01 | 256.505340809907 |
| 2004-06-01 | 257.978883877637 |
| 2004-07-01 | 258.535545493019 |
| 2004-08-01 | 257.884694668564 |
| 2004-09-01 | 257.805476786046 |
| 2004-10-01 | 259.236908831451 |
| 2004-11-01 | 258.799340775708 |
| 2004-12-01 | 259.331103229483 |
| 2005-01-01 | 260.516714142504 |
| 2005-02-01 | 261.577885729458 |
| 2005-03-01 | 258.855336360840 |
| 2005-04-01 | 262.544704042047 |
| 2005-05-01 | 260.531980934397 |
| 2005-06-01 | 260.437584261703 |
| 2005-07-01 | 260.281152421036 |
| 2005-08-01 | 259.345253263699 |
| 2005-09-01 | 259.673293132851 |
| 2005-10-01 | 259.458035415918 |
| 2005-11-01 | 259.562527276549 |
| 2005-12-01 | 258.827646191372 |
| 2006-01-01 | 258.737842893323 |
| 2006-02-01 | 261.391049209790 |
| 2006-03-01 | 262.245765837997 |
| 2006-04-01 | 260.826454023882 |
| 2006-05-01 | 261.975444022696 |
| 2006-06-01 | 263.657362807228 |
| 2006-07-01 | 263.953577908353 |
| 2006-08-01 | 265.487769242041 |
| 2006-09-01 | 266.423178517014 |
| 2006-10-01 | 267.946582765036 |
| 2006-11-01 | 268.641510644260 |
| 2006-12-01 | 268.610191266385 |
| 2007-01-01 | 266.989439050761 |
| 2007-02-01 | 267.275379957575 |
| 2007-03-01 | 268.377274294359 |
| 2007-04-01 | 269.900825768566 |
| 2007-05-01 | 271.348296437869 |
| 2007-06-01 | 273.831329303669 |
| 2007-07-01 | 271.999359485263 |
| 2007-08-01 | 272.033743985405 |
| 2007-09-01 | 271.749340968292 |
| 2007-10-01 | 269.132407362890 |
| 2007-11-01 | 270.507098405199 |
| 2007-12-01 | 271.832424603816 |
| 2008-01-01 | 271.063926213072 |
| 2008-02-01 | 269.624549209878 |
| 2008-03-01 | 268.704253173360 |
| 2008-04-01 | 268.674560393318 |
| 2008-05-01 | 266.755777659084 |
| 2008-06-01 | 264.502165493945 |
| 2008-07-01 | 265.819588494298 |
| 2008-08-01 | 265.012338036825 |
| 2008-09-01 | 261.192044562065 |
| 2008-10-01 | 257.422454547072 |
| 2008-11-01 | 252.189418472482 |
| 2008-12-01 | 248.600785883279 |
| 2009-01-01 | 246.595473517545 |
| 2009-02-01 | 243.248733502480 |
| 2009-03-01 | 240.190753724623 |
| 2009-04-01 | 236.663078036434 |
| 2009-05-01 | 236.496617626510 |
| 2009-06-01 | 235.942855575307 |
| 2009-07-01 | 235.402876127075 |
| 2009-08-01 | 236.675726786349 |
| 2009-09-01 | 236.968752973428 |
| 2009-10-01 | 239.975755581565 |
| 2009-11-01 | 241.656667353446 |
| 2009-12-01 | 242.584167290823 |
| 2010-01-01 | 243.888239401366 |
| 2010-02-01 | 245.496853257445 |
| 2010-03-01 | 246.779894387058 |
| 2010-04-01 | 252.088624559970 |
| 2010-05-01 | 251.903505520029 |
| 2010-06-01 | 252.699322667161 |
| 2010-07-01 | 253.718270476595 |
| 2010-08-01 | 254.708902751721 |
| 2010-09-01 | 254.940439681585 |
| 2010-10-01 | 257.801541266734 |
| 2010-11-01 | 260.540372035561 |
| 2010-12-01 | 263.221791886465 |
| 2011-01-01 | 263.902363251518 |
| 2011-02-01 | 264.671867348308 |
| 2011-03-01 | 265.702472890481 |
| 2011-04-01 | 266.739878286036 |
| 2011-05-01 | 267.342856023545 |
| 2011-06-01 | 268.077891846200 |
| 2011-07-01 | 267.947709189102 |
| 2011-08-01 | 268.819369047275 |
| 2011-09-01 | 270.927073170099 |
| 2011-10-01 | 268.926190372909 |
| 2011-11-01 | 268.616496597018 |
| 2011-12-01 | 268.496788304620 |
| 2012-01-01 | 268.785908917457 |
| 2012-02-01 | 268.435457331617 |
| 2012-03-01 | 271.633047605928 |
| 2012-04-01 | 269.799133873120 |
| 2012-05-01 | 269.182394441759 |
| 2012-06-01 | 268.915658016313 |
| 2012-07-01 | 268.851940480874 |
| 2012-08-01 | 268.838701394032 |
| 2012-09-01 | 270.491535503750 |
| 2012-10-01 | 269.080364977774 |
| 2012-11-01 | 268.542786735966 |
| 2012-12-01 | 269.453235363297 |
| 2013-01-01 | 269.327317078455 |
| 2013-02-01 | 272.059725689602 |
| 2013-03-01 | 273.138010895291 |
| 2013-04-01 | 271.326443175820 |
| 2013-05-01 | 272.375227267203 |
| 2013-06-01 | 275.172430891156 |
| 2013-07-01 | 277.457564588638 |
| 2013-08-01 | 279.636715860366 |
| 2013-09-01 | 276.046499909386 |
| 2013-10-01 | 275.848120513390 |
| 2013-11-01 | 276.878966259734 |
| 2013-12-01 | 275.657416669059 |
| 2014-01-01 | 276.646894092668 |
| 2014-02-01 | 277.124283808279 |
| 2014-03-01 | 278.160481115952 |
| 2014-04-01 | 280.696423099055 |
| 2014-05-01 | 282.278345826521 |
| 2014-06-01 | 283.201362994270 |
| 2014-07-01 | 282.639790422110 |
| 2014-08-01 | 285.909562658988 |
| 2014-09-01 | 284.371273963219 |
| 2014-10-01 | 285.151396879923 |
| 2014-11-01 | 288.280298722061 |
| 2014-12-01 | 289.660787838111 |
| 2015-01-01 | 290.148280716296 |
| 2015-02-01 | 290.439057491125 |
| 2015-03-01 | 288.961319006233 |
| 2015-04-01 | 289.268799846237 |
| 2015-05-01 | 290.517106869673 |
| 2015-06-01 | 291.613462773500 |
| 2015-07-01 | 291.961529094550 |
| 2015-08-01 | 291.918047485015 |
| 2015-09-01 | 291.136101494689 |
| 2015-10-01 | 296.440527606439 |
| 2015-11-01 | 298.076039138684 |
| 2015-12-01 | 300.657849614081 |
| 2016-01-01 | 294.511373659942 |
| 2016-02-01 | 293.400981353637 |
| 2016-03-01 | 294.146284558474 |
| 2016-04-01 | 295.934045327246 |
| 2016-05-01 | 293.580450599746 |
| 2016-06-01 | 292.802826545013 |
| 2016-07-01 | 294.757274018843 |
| 2016-08-01 | 293.023145483483 |
| 2016-09-01 | 296.811257092996 |
| 2016-10-01 | 295.584665731073 |
| 2016-11-01 | 294.006321267234 |
| 2016-12-01 | 295.798699984067 |
| 2017-01-01 | 296.644303274559 |
| 2017-02-01 | 294.620321608089 |
| 2017-03-01 | 295.063561277128 |
| 2017-04-01 | 294.013168860130 |
| 2017-05-01 | 295.772808387220 |
| 2017-06-01 | 294.997479342450 |
| 2017-07-01 | 294.775012563673 |
| 2017-08-01 | 295.256569313850 |
| 2017-09-01 | 298.027766278596 |
| 2017-10-01 | 295.090561042681 |
| 2017-11-01 | 295.113701378933 |
| 2017-12-01 | 295.519542631953 |
| 2018-01-01 | 296.252337558366 |
| 2018-02-01 | 295.886686886523 |
| 2018-03-01 | 296.717490785042 |
| 2018-04-01 | 297.258932693103 |
| 2018-05-01 | 297.917301295389 |
| 2018-06-01 | 298.569736070062 |
| 2018-07-01 | 297.515555589324 |
| 2018-08-01 | 298.510692881740 |
| 2018-09-01 | 298.357251520151 |
| 2018-10-01 | 297.352432352300 |
| 2018-11-01 | 296.725823547116 |
| 2018-12-01 | 295.852551265373 |
| 2019-01-01 | 297.193502833186 |
| 2019-02-01 | 298.733009632119 |
| 2019-03-01 | 298.327447794847 |
| 2019-04-01 | 299.850893447158 |
| 2019-05-01 | 300.587083052874 |
| 2019-06-01 | 300.609442254310 |
| 2019-07-01 | 302.151802869320 |
| 2019-08-01 | 304.169297862879 |
| 2019-09-01 | 301.033575373479 |
| 2019-10-01 | 299.671712888789 |
| 2019-11-01 | 301.270738010123 |
| 2019-12-01 | 299.333463289488 |
| 2020-01-01 | 296.642957024298 |
| 2020-02-01 | 295.003121148588 |
| 2020-03-01 | 293.654316252251 |
| 2020-04-01 | 235.233834524303 |
| 2020-05-01 | 242.473846364826 |
| 2020-06-01 | 252.583598020726 |
| 2020-07-01 | 254.504385851696 |
| 2020-08-01 | 257.368045156584 |
| 2020-09-01 | 255.432237475433 |
| 2020-10-01 | 264.399662404156 |
| 2020-11-01 | 268.031714306211 |
| 2020-12-01 | 269.683246625504 |
| 2021-01-01 | 270.396687395154 |
| 2021-02-01 | 272.307599983149 |
| 2021-03-01 | 272.245604785605 |
| 2021-04-01 | 272.789387861301 |
| 2021-05-01 | 271.387886650470 |
| 2021-06-01 | 274.950447178536 |
| 2021-07-01 | 276.547728097099 |
| 2021-08-01 | 276.655945457457 |
| 2021-09-01 | 274.581433465512 |
| 2021-10-01 | 282.039677647725 |
| 2021-11-01 | 284.716789481749 |
| 2021-12-01 | 286.705537669879 |
| 2022-01-01 | 287.599853707299 |
| 2022-02-01 | 290.987353108993 |
| 2022-03-01 | 293.094849578062 |
| 2022-04-01 | 290.638383104976 |
| 2022-05-01 | 289.703044281831 |
| 2022-06-01 | 290.968935515382 |
| 2022-07-01 | 289.647066235303 |
| 2022-08-01 | 288.958867695300 |
| 2022-09-01 | 287.529541157711 |
| 2022-10-01 | 288.172393432263 |
| 2022-11-01 | 286.033877603835 |
| 2022-12-01 | 284.986404417155 |
| 2023-01-01 | 285.684814774142 |
| 2023-02-01 | 283.666363067170 |
| 2023-03-01 | 284.234095849090 |
| 2023-04-01 | 282.484418778538 |
| 2023-05-01 | 281.598939601650 |
| 2023-06-01 | 280.484647468676 |
| 2023-07-01 | 280.643547372384 |
| 2023-08-01 | 279.236060258723 |
| 2023-09-01 | 279.536723351983 |
| 2023-10-01 | 276.578723569479 |
| 2023-11-01 | 276.606893632206 |
| 2023-12-01 | 273.052379455514 |
| 2024-01-01 | 274.396007855745 |
| 2024-02-01 | 274.390879611636 |
| 2024-03-01 | 276.866570514599 |
| 2024-04-01 | 275.451143012420 |
| 2024-05-01 | 276.534643468383 |
| 2024-06-01 | 274.710471813036 |
| 2024-07-01 | 274.706315596931 |
| 2024-08-01 | 275.395554312051 |
| 2024-09-01 | 276.093595092986 |
| 2024-10-01 | 274.388009511469 |
| 2024-11-01 | 275.033541097581 |
| 2024-12-01 | 274.324685887107 |
| 2025-01-01 | 274.344785420589 |
| 2025-02-01 | 274.208983265248 |
| 2025-03-01 | 274.848954216975 |
| 2025-04-01 | 274.914839218197 |
| 2025-05-01 | 277.855319228872 |
| 2025-06-01 | 275.378594788543 |
| 2025-07-01 | 274.051840764932 |
| 2025-08-01 | 272.632576104783 |
| 2025-09-01 | 274.966196816519 |
| 2025-10-01 | 276.903845730842 |
| 2025-11-01 | 274.633996302390 |
| 2025-12-01 | 278.168500593303 |
| 2026-01-01 | 281.555402027623 |
| 2026-02-01 | 279.692432020169 |
| 2026-03-01 | 279.408673841522 |
| 2026-04-01 | 281.539124158942 |
| 2026-05-01 | 279.684370659805 |