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 2026-09-01 |
| Last Updated | 2026-10-20 10:42 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 | 174.1726105765 |
| 1990-02-01 | 174.2625011689 |
| 1990-03-01 | 175.9693232305 |
| 1990-04-01 | 173.0721952886 |
| 1990-05-01 | 172.9009909727 |
| 1990-06-01 | 174.4551954633 |
| 1990-07-01 | 172.1003886712 |
| 1990-08-01 | 171.9843561453 |
| 1990-09-01 | 172.5327392869 |
| 1990-10-01 | 170.4799728433 |
| 1990-11-01 | 170.7453451664 |
| 1990-12-01 | 170.6052713795 |
| 1991-01-01 | 168.8014818705 |
| 1991-02-01 | 168.3517180268 |
| 1991-03-01 | 169.1294474308 |
| 1991-04-01 | 167.7497717161 |
| 1991-05-01 | 167.8483882989 |
| 1991-06-01 | 167.7271172124 |
| 1991-07-01 | 165.6765781864 |
| 1991-08-01 | 166.0936779073 |
| 1991-09-01 | 165.4980370321 |
| 1991-10-01 | 166.3389011892 |
| 1991-11-01 | 166.2576513361 |
| 1991-12-01 | 166.6301388890 |
| 1992-01-01 | 169.9464642185 |
| 1992-02-01 | 168.6017338602 |
| 1992-03-01 | 168.1332794632 |
| 1992-04-01 | 169.5518612032 |
| 1992-05-01 | 169.8544337972 |
| 1992-06-01 | 171.0068541587 |
| 1992-07-01 | 174.7780847291 |
| 1992-08-01 | 174.4643978715 |
| 1992-09-01 | 175.6250773839 |
| 1992-10-01 | 176.1282686449 |
| 1992-11-01 | 175.8816243206 |
| 1992-12-01 | 176.1482832053 |
| 1993-01-01 | 178.2118552425 |
| 1993-02-01 | 178.2736656356 |
| 1993-03-01 | 176.3677861755 |
| 1993-04-01 | 179.6625609059 |
| 1993-05-01 | 180.5816973268 |
| 1993-06-01 | 179.7915036032 |
| 1993-07-01 | 182.3359508848 |
| 1993-08-01 | 180.8874250133 |
| 1993-09-01 | 181.9872543631 |
| 1993-10-01 | 183.7613872117 |
| 1993-11-01 | 184.7840759464 |
| 1993-12-01 | 185.7788036688 |
| 1994-01-01 | 185.1814766337 |
| 1994-02-01 | 186.0025023798 |
| 1994-03-01 | 188.9588357800 |
| 1994-04-01 | 190.7999962953 |
| 1994-05-01 | 191.4399373326 |
| 1994-06-01 | 192.6553040142 |
| 1994-07-01 | 194.0601933526 |
| 1994-08-01 | 194.9399640927 |
| 1994-09-01 | 195.7360702269 |
| 1994-10-01 | 194.9964018174 |
| 1994-11-01 | 196.3000979997 |
| 1994-12-01 | 197.5180102622 |
| 1995-01-01 | 197.4740378341 |
| 1995-02-01 | 198.7917338981 |
| 1995-03-01 | 201.3056480134 |
| 1995-04-01 | 198.1418750843 |
| 1995-05-01 | 198.7511515505 |
| 1995-06-01 | 200.1741634506 |
| 1995-07-01 | 199.9148489222 |
| 1995-08-01 | 202.5962560884 |
| 1995-09-01 | 203.1870617832 |
| 1995-10-01 | 204.6123607850 |
| 1995-11-01 | 205.7668169849 |
| 1995-12-01 | 206.8017146571 |
| 1996-01-01 | 203.0743306669 |
| 1996-02-01 | 208.9475199786 |
| 1996-03-01 | 209.9300778000 |
| 1996-04-01 | 211.6042678808 |
| 1996-05-01 | 213.4056928630 |
| 1996-06-01 | 214.3164099251 |
| 1996-07-01 | 215.0224660745 |
| 1996-08-01 | 216.2087267881 |
| 1996-09-01 | 216.5839817030 |
| 1996-10-01 | 217.5444732368 |
| 1996-11-01 | 218.8916516352 |
| 1996-12-01 | 218.8066783352 |
| 1997-01-01 | 222.3452350614 |
| 1997-02-01 | 222.7675859261 |
| 1997-03-01 | 223.7916007411 |
| 1997-04-01 | 225.9121134475 |
| 1997-05-01 | 228.0138178239 |
| 1997-06-01 | 230.5379729753 |
| 1997-07-01 | 231.3975880925 |
| 1997-08-01 | 232.7318195800 |
| 1997-09-01 | 234.3834815231 |
| 1997-10-01 | 238.2963008608 |
| 1997-11-01 | 239.6274821248 |
| 1997-12-01 | 241.8911585715 |
| 1998-01-01 | 240.6973530192 |
| 1998-02-01 | 241.7900968171 |
| 1998-03-01 | 242.7489561738 |
| 1998-04-01 | 243.8986482353 |
| 1998-05-01 | 246.8960032786 |
| 1998-06-01 | 247.2312018522 |
| 1998-07-01 | 247.4839038590 |
| 1998-08-01 | 247.8692589433 |
| 1998-09-01 | 248.0557292876 |
| 1998-10-01 | 250.8560752839 |
| 1998-11-01 | 253.0387962974 |
| 1998-12-01 | 254.5023286448 |
| 1999-01-01 | 257.1870743779 |
| 1999-02-01 | 260.2510260475 |
| 1999-03-01 | 265.5828021551 |
| 1999-04-01 | 254.3380661762 |
| 1999-05-01 | 252.9571736823 |
| 1999-06-01 | 253.6135034292 |
| 1999-07-01 | 256.2649097391 |
| 1999-08-01 | 256.9743950713 |
| 1999-09-01 | 257.4947216323 |
| 1999-10-01 | 257.7151574763 |
| 1999-11-01 | 258.7921981657 |
| 1999-12-01 | 262.2769320819 |
| 2000-01-01 | 262.1072217587 |
| 2000-02-01 | 262.8835788765 |
| 2000-03-01 | 266.7439671236 |
| 2000-04-01 | 262.9335129910 |
| 2000-05-01 | 262.0303971048 |
| 2000-06-01 | 262.9593306754 |
| 2000-07-01 | 267.3997484073 |
| 2000-08-01 | 266.1746461394 |
| 2000-09-01 | 267.1820633705 |
| 2000-10-01 | 264.2567102340 |
| 2000-11-01 | 264.2852660064 |
| 2000-12-01 | 263.8713485167 |
| 2001-01-01 | 266.0269716158 |
| 2001-02-01 | 267.4037608428 |
| 2001-03-01 | 264.7870741859 |
| 2001-04-01 | 260.3706309315 |
| 2001-05-01 | 260.3056385136 |
| 2001-06-01 | 259.7478259445 |
| 2001-07-01 | 254.2225059384 |
| 2001-08-01 | 255.2112348453 |
| 2001-09-01 | 254.8693968499 |
| 2001-10-01 | 253.2111744644 |
| 2001-11-01 | 251.4429991852 |
| 2001-12-01 | 249.3304551620 |
| 2002-01-01 | 248.5866570711 |
| 2002-02-01 | 248.9627204741 |
| 2002-03-01 | 250.1279947375 |
| 2002-04-01 | 251.0518058942 |
| 2002-05-01 | 251.2949272728 |
| 2002-06-01 | 251.3779000143 |
| 2002-07-01 | 249.7123924870 |
| 2002-08-01 | 251.1902864772 |
| 2002-09-01 | 249.8760528566 |
| 2002-10-01 | 249.5772260529 |
| 2002-11-01 | 249.7015384286 |
| 2002-12-01 | 249.0139399070 |
| 2003-01-01 | 247.0316614630 |
| 2003-02-01 | 244.5594998831 |
| 2003-03-01 | 243.8857099903 |
| 2003-04-01 | 245.3070808149 |
| 2003-05-01 | 246.1895684920 |
| 2003-06-01 | 244.5849235233 |
| 2003-07-01 | 246.2517606145 |
| 2003-08-01 | 247.8841313503 |
| 2003-09-01 | 248.9878694414 |
| 2003-10-01 | 250.2358721569 |
| 2003-11-01 | 251.1201581667 |
| 2003-12-01 | 252.4646928001 |
| 2004-01-01 | 254.8697672107 |
| 2004-02-01 | 255.1523001443 |
| 2004-03-01 | 256.3057146475 |
| 2004-04-01 | 256.4327052512 |
| 2004-05-01 | 256.5052853867 |
| 2004-06-01 | 257.9788483639 |
| 2004-07-01 | 258.5355375077 |
| 2004-08-01 | 257.8846881727 |
| 2004-09-01 | 257.8054748861 |
| 2004-10-01 | 259.2368999408 |
| 2004-11-01 | 258.7993304466 |
| 2004-12-01 | 259.3310943874 |
| 2005-01-01 | 260.5167206693 |
| 2005-02-01 | 261.5779649900 |
| 2005-03-01 | 258.8553429925 |
| 2005-04-01 | 262.5447200840 |
| 2005-05-01 | 260.5319672287 |
| 2005-06-01 | 260.4375657023 |
| 2005-07-01 | 260.2811408374 |
| 2005-08-01 | 259.3452433930 |
| 2005-09-01 | 259.6732857984 |
| 2005-10-01 | 259.4580261560 |
| 2005-11-01 | 259.5625201363 |
| 2005-12-01 | 258.8276413984 |
| 2006-01-01 | 258.7378514918 |
| 2006-02-01 | 261.3910880325 |
| 2006-03-01 | 262.2457736629 |
| 2006-04-01 | 260.8264726047 |
| 2006-05-01 | 261.9754346005 |
| 2006-06-01 | 263.6573448629 |
| 2006-07-01 | 263.9535689671 |
| 2006-08-01 | 265.4877628765 |
| 2006-09-01 | 266.4231753922 |
| 2006-10-01 | 267.9465781831 |
| 2006-11-01 | 268.6415090903 |
| 2006-12-01 | 268.6101913934 |
| 2007-01-01 | 266.9894525723 |
| 2007-02-01 | 267.2753824228 |
| 2007-03-01 | 268.3772830303 |
| 2007-04-01 | 269.9008406015 |
| 2007-05-01 | 271.3482919378 |
| 2007-06-01 | 273.8313148337 |
| 2007-07-01 | 271.9993558075 |
| 2007-08-01 | 272.0337410972 |
| 2007-09-01 | 271.7493393005 |
| 2007-10-01 | 269.1324045658 |
| 2007-11-01 | 270.5070983794 |
| 2007-12-01 | 271.8324247971 |
| 2008-01-01 | 271.0639345512 |
| 2008-02-01 | 269.6245498985 |
| 2008-03-01 | 268.7042574986 |
| 2008-04-01 | 268.6745676426 |
| 2008-05-01 | 266.7557766519 |
| 2008-06-01 | 264.5021550175 |
| 2008-07-01 | 265.8195874484 |
| 2008-08-01 | 265.0123373960 |
| 2008-09-01 | 261.1920432545 |
| 2008-10-01 | 257.4224532321 |
| 2008-11-01 | 252.1894193659 |
| 2008-12-01 | 248.6007862557 |
| 2009-01-01 | 246.5954773808 |
| 2009-02-01 | 243.2487344965 |
| 2009-03-01 | 240.1907558079 |
| 2009-04-01 | 236.6630786992 |
| 2009-05-01 | 236.4966193500 |
| 2009-06-01 | 235.9428497367 |
| 2009-07-01 | 235.4028756931 |
| 2009-08-01 | 236.6757257658 |
| 2009-09-01 | 236.9687534925 |
| 2009-10-01 | 239.9757540944 |
| 2009-11-01 | 241.6566679923 |
| 2009-12-01 | 242.5841682460 |
| 2010-01-01 | 243.8882397855 |
| 2010-02-01 | 245.4968540273 |
| 2010-03-01 | 246.7798970819 |
| 2010-04-01 | 252.0886251155 |
| 2010-05-01 | 251.9035070773 |
| 2010-06-01 | 252.6993189536 |
| 2010-07-01 | 253.7182786398 |
| 2010-08-01 | 254.7088903365 |
| 2010-09-01 | 254.9404421887 |
| 2010-10-01 | 257.8015387046 |
| 2010-11-01 | 260.5403701053 |
| 2010-12-01 | 263.2217901448 |
| 2011-01-01 | 263.9023623169 |
| 2011-02-01 | 264.6718703024 |
| 2011-03-01 | 265.7024813767 |
| 2011-04-01 | 266.7398849522 |
| 2011-05-01 | 267.3428622357 |
| 2011-06-01 | 268.0778933959 |
| 2011-07-01 | 267.9477283024 |
| 2011-08-01 | 268.8193189998 |
| 2011-09-01 | 270.9270780156 |
| 2011-10-01 | 268.9261840128 |
| 2011-11-01 | 268.6164900514 |
| 2011-12-01 | 268.4967846565 |
| 2012-01-01 | 268.7859119287 |
| 2012-02-01 | 268.4354709529 |
| 2012-03-01 | 271.6330694055 |
| 2012-04-01 | 269.7991544518 |
| 2012-05-01 | 269.1824110710 |
| 2012-06-01 | 268.9156619538 |
| 2012-07-01 | 268.8519586219 |
| 2012-08-01 | 268.8385962205 |
| 2012-09-01 | 270.4915538468 |
| 2012-10-01 | 269.0803499856 |
| 2012-11-01 | 268.5427558656 |
| 2012-12-01 | 269.4532358893 |
| 2013-01-01 | 269.3273198599 |
| 2013-02-01 | 272.0597891800 |
| 2013-03-01 | 273.1380362555 |
| 2013-04-01 | 271.3265026116 |
| 2013-05-01 | 272.3752468399 |
| 2013-06-01 | 275.1724499350 |
| 2013-07-01 | 277.4576106222 |
| 2013-08-01 | 279.6364287699 |
| 2013-09-01 | 276.0465455047 |
| 2013-10-01 | 275.8481257055 |
| 2013-11-01 | 276.8789146197 |
| 2013-12-01 | 275.6574135266 |
| 2014-01-01 | 276.6469458122 |
| 2014-02-01 | 277.1243908326 |
| 2014-03-01 | 278.1604974142 |
| 2014-04-01 | 280.6965159199 |
| 2014-05-01 | 282.2783673337 |
| 2014-06-01 | 283.2013947813 |
| 2014-07-01 | 282.6398578621 |
| 2014-08-01 | 285.9090933576 |
| 2014-09-01 | 284.3713831334 |
| 2014-10-01 | 285.1513866082 |
| 2014-11-01 | 288.2802002086 |
| 2014-12-01 | 289.6607765739 |
| 2015-01-01 | 290.1484066053 |
| 2015-02-01 | 290.4392436000 |
| 2015-03-01 | 288.9613508339 |
| 2015-04-01 | 289.2689340099 |
| 2015-05-01 | 290.5171275308 |
| 2015-06-01 | 291.6135152833 |
| 2015-07-01 | 291.9616316638 |
| 2015-08-01 | 291.9173884047 |
| 2015-09-01 | 291.1361781658 |
| 2015-10-01 | 296.4404119144 |
| 2015-11-01 | 298.0758726845 |
| 2015-12-01 | 300.6578607068 |
| 2016-01-01 | 294.5116844146 |
| 2016-02-01 | 293.4013079207 |
| 2016-03-01 | 294.1463986713 |
| 2016-04-01 | 295.9342133018 |
| 2016-05-01 | 293.5805037621 |
| 2016-06-01 | 292.8028895492 |
| 2016-07-01 | 294.7572932542 |
| 2016-08-01 | 293.0225659827 |
| 2016-09-01 | 296.8110827445 |
| 2016-10-01 | 295.5842968631 |
| 2016-11-01 | 294.0055884654 |
| 2016-12-01 | 295.7989951499 |
| 2017-01-01 | 296.6449491165 |
| 2017-02-01 | 294.6209586079 |
| 2017-03-01 | 295.0640810393 |
| 2017-04-01 | 294.0140037365 |
| 2017-05-01 | 295.7719436057 |
| 2017-06-01 | 294.9977801346 |
| 2017-07-01 | 294.7750806900 |
| 2017-08-01 | 295.2563991812 |
| 2017-09-01 | 298.0268775966 |
| 2017-10-01 | 295.0890670764 |
| 2017-11-01 | 295.1113261718 |
| 2017-12-01 | 295.5223963407 |
| 2018-01-01 | 296.2529767651 |
| 2018-02-01 | 295.8875010559 |
| 2018-03-01 | 296.7185352031 |
| 2018-04-01 | 297.2604122179 |
| 2018-05-01 | 297.9161801027 |
| 2018-06-01 | 298.5699614125 |
| 2018-07-01 | 297.5155846225 |
| 2018-08-01 | 298.5111232593 |
| 2018-09-01 | 298.3547610788 |
| 2018-10-01 | 297.3496840559 |
| 2018-11-01 | 296.7217726206 |
| 2018-12-01 | 295.8579633502 |
| 2019-01-01 | 297.1939061485 |
| 2019-02-01 | 298.7337337312 |
| 2019-03-01 | 298.3309211655 |
| 2019-04-01 | 299.8529231352 |
| 2019-05-01 | 300.5857613515 |
| 2019-06-01 | 300.6096331150 |
| 2019-07-01 | 302.1517278731 |
| 2019-08-01 | 304.1697589007 |
| 2019-09-01 | 301.0290556618 |
| 2019-10-01 | 299.6674196321 |
| 2019-11-01 | 301.2649695790 |
| 2019-12-01 | 299.3409087144 |
| 2020-01-01 | 296.6427886862 |
| 2020-02-01 | 295.0039617838 |
| 2020-03-01 | 293.6608580889 |
| 2020-04-01 | 235.2367224924 |
| 2020-05-01 | 242.4747270458 |
| 2020-06-01 | 252.5836900121 |
| 2020-07-01 | 254.5029257875 |
| 2020-08-01 | 257.3665691171 |
| 2020-09-01 | 255.4251244386 |
| 2020-10-01 | 264.3930739541 |
| 2020-11-01 | 268.0237160908 |
| 2020-12-01 | 269.6941975039 |
| 2021-01-01 | 270.3957695240 |
| 2021-02-01 | 272.3089781275 |
| 2021-03-01 | 272.2651509995 |
| 2021-04-01 | 272.7947320046 |
| 2021-05-01 | 271.3962709979 |
| 2021-06-01 | 274.9437465533 |
| 2021-07-01 | 276.5352431131 |
| 2021-08-01 | 276.6436211428 |
| 2021-09-01 | 274.5685747788 |
| 2021-10-01 | 282.0325606462 |
| 2021-11-01 | 284.7091460044 |
| 2021-12-01 | 286.7231759668 |
| 2022-01-01 | 287.5999312450 |
| 2022-02-01 | 290.9950192127 |
| 2022-03-01 | 293.1372220348 |
| 2022-04-01 | 290.6523717290 |
| 2022-05-01 | 289.7293600429 |
| 2022-06-01 | 290.9449029510 |
| 2022-07-01 | 289.6124450486 |
| 2022-08-01 | 288.8922164118 |
| 2022-09-01 | 287.5188452545 |
| 2022-10-01 | 288.1820299011 |
| 2022-11-01 | 286.0360759099 |
| 2022-12-01 | 285.0115951082 |
| 2023-01-01 | 285.6699109043 |
| 2023-02-01 | 283.6972874381 |
| 2023-03-01 | 284.3253602390 |
| 2023-04-01 | 282.4825989723 |
| 2023-05-01 | 281.6449172691 |
| 2023-06-01 | 280.5094453933 |
| 2023-07-01 | 280.5129299148 |
| 2023-08-01 | 279.0147547851 |
| 2023-09-01 | 279.6050052497 |
| 2023-10-01 | 276.6486919925 |
| 2023-11-01 | 276.6248846798 |
| 2023-12-01 | 273.0671135373 |
| 2024-01-01 | 274.3551630686 |
| 2024-02-01 | 274.4305915334 |
| 2024-03-01 | 276.9852447526 |
| 2024-04-01 | 275.4442338976 |
| 2024-05-01 | 276.6233473722 |
| 2024-06-01 | 274.7926797876 |
| 2024-07-01 | 274.4310947735 |
| 2024-08-01 | 274.9822211619 |
| 2024-09-01 | 276.3585470835 |
| 2024-10-01 | 274.5194107449 |
| 2024-11-01 | 275.0588062075 |
| 2024-12-01 | 274.3217674352 |
| 2025-01-01 | 274.2608873469 |
| 2025-02-01 | 274.2451863301 |
| 2025-03-01 | 274.9911571319 |
| 2025-04-01 | 274.8919955843 |
| 2025-05-01 | 277.9875529812 |
| 2025-06-01 | 275.5325287679 |
| 2025-07-01 | 273.6174222391 |
| 2025-08-01 | 272.0253437682 |
| 2025-09-01 | 275.4820139185 |
| 2025-10-01 | 277.0951384198 |
| 2025-11-01 | 274.6596995103 |
| 2025-12-01 | 278.1384598524 |
| 2026-01-01 | 281.4333723452 |
| 2026-02-01 | 279.7074159043 |
| 2026-03-01 | 279.5424404408 |
| 2026-04-01 | 281.5135446624 |
| 2026-05-01 | 280.4409178152 |
| 2026-06-01 | 279.8411924096 |
| 2026-07-01 | 281.3400695801 |
| 2026-08-01 | 280.8243890607 |
| 2026-09-01 | 279.1371140633 |