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 2026-08-01 |
| Last Updated | 2026-09-18 11:32 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 | 174.1724978845 |
| 1990-02-01 | 174.2624828361 |
| 1990-03-01 | 175.9693369915 |
| 1990-04-01 | 173.0722031902 |
| 1990-05-01 | 172.9010050901 |
| 1990-06-01 | 174.4551926531 |
| 1990-07-01 | 172.1004404701 |
| 1990-08-01 | 171.9843757199 |
| 1990-09-01 | 172.5327441691 |
| 1990-10-01 | 170.4799876857 |
| 1990-11-01 | 170.7453558203 |
| 1990-12-01 | 170.6052762599 |
| 1991-01-01 | 168.8013306599 |
| 1991-02-01 | 168.3517156234 |
| 1991-03-01 | 169.1294630888 |
| 1991-04-01 | 167.7497793599 |
| 1991-05-01 | 167.8484013796 |
| 1991-06-01 | 167.7271188588 |
| 1991-07-01 | 165.6766284275 |
| 1991-08-01 | 166.0937009901 |
| 1991-09-01 | 165.4980484744 |
| 1991-10-01 | 166.3389192943 |
| 1991-11-01 | 166.2576620393 |
| 1991-12-01 | 166.6301412686 |
| 1992-01-01 | 169.9462627672 |
| 1992-02-01 | 168.6017389261 |
| 1992-03-01 | 168.1332987244 |
| 1992-04-01 | 169.5518825961 |
| 1992-05-01 | 169.8544442578 |
| 1992-06-01 | 171.0068608247 |
| 1992-07-01 | 174.7781499469 |
| 1992-08-01 | 174.4644258171 |
| 1992-09-01 | 175.6250989061 |
| 1992-10-01 | 176.1282943118 |
| 1992-11-01 | 175.8816440511 |
| 1992-12-01 | 176.1482959428 |
| 1993-01-01 | 178.2115197557 |
| 1993-02-01 | 178.2736949427 |
| 1993-03-01 | 176.3678186841 |
| 1993-04-01 | 179.6626022286 |
| 1993-05-01 | 180.5817099317 |
| 1993-06-01 | 179.7915215783 |
| 1993-07-01 | 182.3360371267 |
| 1993-08-01 | 180.8874649208 |
| 1993-09-01 | 181.9872904984 |
| 1993-10-01 | 183.7614236485 |
| 1993-11-01 | 184.7841056134 |
| 1993-12-01 | 185.7788110639 |
| 1994-01-01 | 185.1809591540 |
| 1994-02-01 | 186.0025460234 |
| 1994-03-01 | 188.9588917417 |
| 1994-04-01 | 190.8000761917 |
| 1994-05-01 | 191.4399745453 |
| 1994-06-01 | 192.6553540312 |
| 1994-07-01 | 194.0603171865 |
| 1994-08-01 | 194.9400287095 |
| 1994-09-01 | 195.7361179393 |
| 1994-10-01 | 194.9964355249 |
| 1994-11-01 | 196.3001041922 |
| 1994-12-01 | 197.5180256452 |
| 1995-01-01 | 197.4732583308 |
| 1995-02-01 | 198.7917759170 |
| 1995-03-01 | 201.3057388951 |
| 1995-04-01 | 198.1420209065 |
| 1995-05-01 | 198.7512457219 |
| 1995-06-01 | 200.1742827522 |
| 1995-07-01 | 199.9150165739 |
| 1995-08-01 | 202.5963633015 |
| 1995-09-01 | 203.1871227867 |
| 1995-10-01 | 204.6123730004 |
| 1995-11-01 | 205.7667615259 |
| 1995-12-01 | 206.8016777177 |
| 1996-01-01 | 203.0733440802 |
| 1996-02-01 | 208.9473150194 |
| 1996-03-01 | 209.9303644275 |
| 1996-04-01 | 211.6045770476 |
| 1996-05-01 | 213.4059006274 |
| 1996-06-01 | 214.3166209427 |
| 1996-07-01 | 215.0226956429 |
| 1996-08-01 | 216.2088642338 |
| 1996-09-01 | 216.5840271203 |
| 1996-10-01 | 217.5444328593 |
| 1996-11-01 | 218.8914962528 |
| 1996-12-01 | 218.8065608927 |
| 1997-01-01 | 222.3440239544 |
| 1997-02-01 | 222.7670688406 |
| 1997-03-01 | 223.7921651086 |
| 1997-04-01 | 225.9125918723 |
| 1997-05-01 | 228.0141750461 |
| 1997-06-01 | 230.5382808178 |
| 1997-07-01 | 231.3978430796 |
| 1997-08-01 | 232.7319862325 |
| 1997-09-01 | 234.3835052515 |
| 1997-10-01 | 238.2961952373 |
| 1997-11-01 | 239.6272247844 |
| 1997-12-01 | 241.8909079564 |
| 1998-01-01 | 240.6960654078 |
| 1998-02-01 | 241.7891597979 |
| 1998-03-01 | 242.7498636976 |
| 1998-04-01 | 243.8992863665 |
| 1998-05-01 | 246.8965282564 |
| 1998-06-01 | 247.2315811211 |
| 1998-07-01 | 247.4841422313 |
| 1998-08-01 | 247.8694175030 |
| 1998-09-01 | 248.0557064349 |
| 1998-10-01 | 250.8559075371 |
| 1998-11-01 | 253.0384544440 |
| 1998-12-01 | 254.5020020612 |
| 1999-01-01 | 257.1859052478 |
| 1999-02-01 | 260.2498777488 |
| 1999-03-01 | 265.5838837486 |
| 1999-04-01 | 254.3387260544 |
| 1999-05-01 | 252.9577621457 |
| 1999-06-01 | 253.6138864361 |
| 1999-07-01 | 256.2650816152 |
| 1999-08-01 | 256.9745329175 |
| 1999-09-01 | 257.4946776819 |
| 1999-10-01 | 257.7149729784 |
| 1999-11-01 | 258.7918634947 |
| 1999-12-01 | 262.2765765821 |
| 2000-01-01 | 262.1063676697 |
| 2000-02-01 | 262.8823184845 |
| 2000-03-01 | 266.7450516402 |
| 2000-04-01 | 262.9341307660 |
| 2000-05-01 | 262.0309670728 |
| 2000-06-01 | 262.9596529230 |
| 2000-07-01 | 267.3998540218 |
| 2000-08-01 | 266.1747262832 |
| 2000-09-01 | 267.1819926705 |
| 2000-10-01 | 264.2565454360 |
| 2000-11-01 | 264.2849981314 |
| 2000-12-01 | 263.8710508718 |
| 2001-01-01 | 266.0264603467 |
| 2001-02-01 | 267.4027356840 |
| 2001-03-01 | 264.7879004122 |
| 2001-04-01 | 260.3710524572 |
| 2001-05-01 | 260.3060736996 |
| 2001-06-01 | 259.7480354638 |
| 2001-07-01 | 254.2225349751 |
| 2001-08-01 | 255.2112767658 |
| 2001-09-01 | 254.8693425811 |
| 2001-10-01 | 253.2110737222 |
| 2001-11-01 | 251.4428581594 |
| 2001-12-01 | 249.3302728776 |
| 2002-01-01 | 248.5864290434 |
| 2002-02-01 | 248.9620679524 |
| 2002-03-01 | 250.1284774297 |
| 2002-04-01 | 251.0520217857 |
| 2002-05-01 | 251.2952007949 |
| 2002-06-01 | 251.3780151706 |
| 2002-07-01 | 249.7123856011 |
| 2002-08-01 | 251.1902988770 |
| 2002-09-01 | 249.8760159419 |
| 2002-10-01 | 249.5771792543 |
| 2002-11-01 | 249.7014758348 |
| 2002-12-01 | 249.0138669734 |
| 2003-01-01 | 247.0316008175 |
| 2003-02-01 | 244.5592159655 |
| 2003-03-01 | 243.8858609691 |
| 2003-04-01 | 245.3071369125 |
| 2003-05-01 | 246.1896953241 |
| 2003-06-01 | 244.5849793980 |
| 2003-07-01 | 246.2517504406 |
| 2003-08-01 | 247.8841434084 |
| 2003-09-01 | 248.9878637276 |
| 2003-10-01 | 250.2358652655 |
| 2003-11-01 | 251.1201495461 |
| 2003-12-01 | 252.4646869484 |
| 2004-01-01 | 254.8697644573 |
| 2004-02-01 | 255.1521274963 |
| 2004-03-01 | 256.3057516233 |
| 2004-04-01 | 256.4327137409 |
| 2004-05-01 | 256.5053325592 |
| 2004-06-01 | 257.9788785816 |
| 2004-07-01 | 258.5355442925 |
| 2004-08-01 | 257.8846937025 |
| 2004-09-01 | 257.8054765079 |
| 2004-10-01 | 259.2369075201 |
| 2004-11-01 | 258.7993392478 |
| 2004-12-01 | 259.3311019266 |
| 2005-01-01 | 260.5167151262 |
| 2005-02-01 | 261.5778975234 |
| 2005-03-01 | 258.8553373431 |
| 2005-04-01 | 262.5447064154 |
| 2005-05-01 | 260.5319788815 |
| 2005-06-01 | 260.4375814549 |
| 2005-07-01 | 260.2811506972 |
| 2005-08-01 | 259.3452518080 |
| 2005-09-01 | 259.6732920553 |
| 2005-10-01 | 259.4580340631 |
| 2005-11-01 | 259.5625262306 |
| 2005-12-01 | 258.8276454926 |
| 2006-01-01 | 258.7378441853 |
| 2006-02-01 | 261.3910549920 |
| 2006-03-01 | 262.2457670023 |
| 2006-04-01 | 260.8264567157 |
| 2006-05-01 | 261.9754426192 |
| 2006-06-01 | 263.6573600758 |
| 2006-07-01 | 263.9535765856 |
| 2006-08-01 | 265.4877683157 |
| 2006-09-01 | 266.4231780678 |
| 2006-10-01 | 267.9465821210 |
| 2006-11-01 | 268.6415104498 |
| 2006-12-01 | 268.6101913247 |
| 2007-01-01 | 266.9894411004 |
| 2007-02-01 | 267.2753803552 |
| 2007-03-01 | 268.3772755963 |
| 2007-04-01 | 269.9008277392 |
| 2007-05-01 | 271.3482957461 |
| 2007-06-01 | 273.8313270368 |
| 2007-07-01 | 271.9993588993 |
| 2007-08-01 | 272.0337435270 |
| 2007-09-01 | 271.7493411040 |
| 2007-10-01 | 269.1324070021 |
| 2007-11-01 | 270.5070985179 |
| 2007-12-01 | 271.8324247612 |
| 2008-01-01 | 271.0639274986 |
| 2008-02-01 | 269.6245492021 |
| 2008-03-01 | 268.7042535634 |
| 2008-04-01 | 268.6745607742 |
| 2008-05-01 | 266.7557771779 |
| 2008-06-01 | 264.5021637982 |
| 2008-07-01 | 265.8195886973 |
| 2008-08-01 | 265.0123386211 |
| 2008-09-01 | 261.1920446260 |
| 2008-10-01 | 257.4224549766 |
| 2008-11-01 | 252.1894190467 |
| 2008-12-01 | 248.6007861747 |
| 2009-01-01 | 246.5954740183 |
| 2009-02-01 | 243.2487331368 |
| 2009-03-01 | 240.1907526860 |
| 2009-04-01 | 236.6630760187 |
| 2009-05-01 | 236.4966166040 |
| 2009-06-01 | 235.9428546972 |
| 2009-07-01 | 235.4028774532 |
| 2009-08-01 | 236.6757285741 |
| 2009-09-01 | 236.9687566830 |
| 2009-10-01 | 239.9757559705 |
| 2009-11-01 | 241.6566675284 |
| 2009-12-01 | 242.5841675315 |
| 2010-01-01 | 243.8882392181 |
| 2010-02-01 | 245.4968515995 |
| 2010-03-01 | 246.7798910086 |
| 2010-04-01 | 252.0886191667 |
| 2010-05-01 | 251.9035006714 |
| 2010-06-01 | 252.6993190914 |
| 2010-07-01 | 253.7182765406 |
| 2010-08-01 | 254.7089115701 |
| 2010-09-01 | 254.9404474801 |
| 2010-10-01 | 257.8015433186 |
| 2010-11-01 | 260.5403745226 |
| 2010-12-01 | 263.2217956964 |
| 2011-01-01 | 263.9023658228 |
| 2011-02-01 | 264.6718625316 |
| 2011-03-01 | 265.7024585412 |
| 2011-04-01 | 266.7398561917 |
| 2011-05-01 | 267.3428323096 |
| 2011-06-01 | 268.0778762103 |
| 2011-07-01 | 267.9477209441 |
| 2011-08-01 | 268.8194240999 |
| 2011-09-01 | 270.9270975363 |
| 2011-10-01 | 268.9262012107 |
| 2011-11-01 | 268.6165025101 |
| 2011-12-01 | 268.4967935055 |
| 2012-01-01 | 268.7859100953 |
| 2012-02-01 | 268.4354423370 |
| 2012-03-01 | 271.6330078187 |
| 2012-04-01 | 269.7990714054 |
| 2012-05-01 | 269.1823285564 |
| 2012-06-01 | 268.9156213481 |
| 2012-07-01 | 268.8519699024 |
| 2012-08-01 | 268.8388248155 |
| 2012-09-01 | 270.4916389871 |
| 2012-10-01 | 269.0803924225 |
| 2012-11-01 | 268.5428000922 |
| 2012-12-01 | 269.4532161210 |
| 2013-01-01 | 269.3273018051 |
| 2013-02-01 | 272.0597220030 |
| 2013-03-01 | 273.1379364058 |
| 2013-04-01 | 271.3262483813 |
| 2013-05-01 | 272.3751267303 |
| 2013-06-01 | 275.1723387111 |
| 2013-07-01 | 277.4575174287 |
| 2013-08-01 | 279.6371290015 |
| 2013-09-01 | 276.0467995808 |
| 2013-10-01 | 275.8481030023 |
| 2013-11-01 | 276.8789805038 |
| 2013-12-01 | 275.6573936736 |
| 2014-01-01 | 276.6467889513 |
| 2014-02-01 | 277.1242755405 |
| 2014-03-01 | 278.1603372420 |
| 2014-04-01 | 280.6960129334 |
| 2014-05-01 | 282.2781451742 |
| 2014-06-01 | 283.2012129047 |
| 2014-07-01 | 282.6397230985 |
| 2014-08-01 | 285.9103292319 |
| 2014-09-01 | 284.3719893269 |
| 2014-10-01 | 285.1513570859 |
| 2014-11-01 | 288.2803062094 |
| 2014-12-01 | 289.6607394447 |
| 2015-01-01 | 290.1480486956 |
| 2015-02-01 | 290.4389532376 |
| 2015-03-01 | 288.9609525366 |
| 2015-04-01 | 289.2679673965 |
| 2015-05-01 | 290.5166548031 |
| 2015-06-01 | 291.6132672039 |
| 2015-07-01 | 291.9616454263 |
| 2015-08-01 | 291.9195243672 |
| 2015-09-01 | 291.1375105110 |
| 2015-10-01 | 296.4405827383 |
| 2015-11-01 | 298.0759344330 |
| 2015-12-01 | 300.6575945338 |
| 2016-01-01 | 294.5108825530 |
| 2016-02-01 | 293.4005471854 |
| 2016-03-01 | 294.1454375936 |
| 2016-04-01 | 295.9327824680 |
| 2016-05-01 | 293.5796326903 |
| 2016-06-01 | 292.8023000929 |
| 2016-07-01 | 294.7571089902 |
| 2016-08-01 | 293.0280114587 |
| 2016-09-01 | 296.8127330569 |
| 2016-10-01 | 295.5845104444 |
| 2016-11-01 | 294.0061223096 |
| 2016-12-01 | 295.7979328401 |
| 2017-01-01 | 296.6431415404 |
| 2017-02-01 | 294.6193443115 |
| 2017-03-01 | 295.0623104388 |
| 2017-04-01 | 294.0116906784 |
| 2017-05-01 | 295.7705456848 |
| 2017-06-01 | 294.9975019508 |
| 2017-07-01 | 294.7750539754 |
| 2017-08-01 | 295.2648402864 |
| 2017-09-01 | 298.0294850915 |
| 2017-10-01 | 295.0916530103 |
| 2017-11-01 | 295.1131251420 |
| 2017-12-01 | 295.5153252643 |
| 2018-01-01 | 296.2512661001 |
| 2018-02-01 | 295.8854495385 |
| 2018-03-01 | 296.7157117169 |
| 2018-04-01 | 297.2571406850 |
| 2018-05-01 | 297.9147451631 |
| 2018-06-01 | 298.5702208532 |
| 2018-07-01 | 297.5158332462 |
| 2018-08-01 | 298.5224315853 |
| 2018-09-01 | 298.3589075532 |
| 2018-10-01 | 297.3548746348 |
| 2018-11-01 | 296.7247281809 |
| 2018-12-01 | 295.8445797852 |
| 2019-01-01 | 297.1922479495 |
| 2019-02-01 | 298.7314414096 |
| 2019-03-01 | 298.3253384633 |
| 2019-04-01 | 299.8490548154 |
| 2019-05-01 | 300.5845804837 |
| 2019-06-01 | 300.6110253883 |
| 2019-07-01 | 302.1531709464 |
| 2019-08-01 | 304.1819842270 |
| 2019-09-01 | 301.0358365329 |
| 2019-10-01 | 299.6759161402 |
| 2019-11-01 | 301.2688297309 |
| 2019-12-01 | 299.3214327390 |
| 2020-01-01 | 296.6415324641 |
| 2020-02-01 | 295.0013040113 |
| 2020-03-01 | 293.6521107443 |
| 2020-04-01 | 235.2326707130 |
| 2020-05-01 | 242.4731800246 |
| 2020-06-01 | 252.5854892401 |
| 2020-07-01 | 254.5060934059 |
| 2020-08-01 | 257.3787061202 |
| 2020-09-01 | 255.4337573128 |
| 2020-10-01 | 264.4038796511 |
| 2020-11-01 | 268.0305137156 |
| 2020-12-01 | 269.6651957168 |
| 2021-01-01 | 270.3967707293 |
| 2021-02-01 | 272.3076869694 |
| 2021-03-01 | 272.2407230092 |
| 2021-04-01 | 272.7921873007 |
| 2021-05-01 | 271.3918869310 |
| 2021-06-01 | 274.9564971379 |
| 2021-07-01 | 276.5515156635 |
| 2021-08-01 | 276.6639359738 |
| 2021-09-01 | 274.5820092186 |
| 2021-10-01 | 282.0427469121 |
| 2021-11-01 | 284.7119215904 |
| 2021-12-01 | 286.6730011378 |
| 2022-01-01 | 287.5962944118 |
| 2022-02-01 | 290.9862729280 |
| 2022-03-01 | 293.0887950247 |
| 2022-04-01 | 290.6537978121 |
| 2022-05-01 | 289.7252628239 |
| 2022-06-01 | 290.9871180186 |
| 2022-07-01 | 289.6566458690 |
| 2022-08-01 | 288.9631109480 |
| 2022-09-01 | 287.5255783076 |
| 2022-10-01 | 288.1677507821 |
| 2022-11-01 | 286.0222535808 |
| 2022-12-01 | 284.9230535766 |
| 2023-01-01 | 285.6634595223 |
| 2023-02-01 | 283.6591736599 |
| 2023-03-01 | 284.2435852919 |
| 2023-04-01 | 282.4945328300 |
| 2023-05-01 | 281.6496261520 |
| 2023-06-01 | 280.5967135019 |
| 2023-07-01 | 280.6288931536 |
| 2023-08-01 | 279.2255055066 |
| 2023-09-01 | 279.5351381984 |
| 2023-10-01 | 276.5710087210 |
| 2023-11-01 | 276.5746393590 |
| 2023-12-01 | 272.9426604805 |
| 2024-01-01 | 274.3264291984 |
| 2024-02-01 | 274.3514442095 |
| 2024-03-01 | 276.8830677509 |
| 2024-04-01 | 275.4676245782 |
| 2024-05-01 | 276.6506503656 |
| 2024-06-01 | 274.9417439988 |
| 2024-07-01 | 274.6564363315 |
| 2024-08-01 | 275.4110311874 |
| 2024-09-01 | 276.0856968599 |
| 2024-10-01 | 274.3693380216 |
| 2024-11-01 | 274.9731302530 |
| 2024-12-01 | 274.1522782851 |
| 2025-01-01 | 274.2158836355 |
| 2025-02-01 | 274.1296178903 |
| 2025-03-01 | 274.8699686907 |
| 2025-04-01 | 274.9309556561 |
| 2025-05-01 | 278.0415723073 |
| 2025-06-01 | 275.7481431811 |
| 2025-07-01 | 273.9700017261 |
| 2025-08-01 | 272.6837975923 |
| 2025-09-01 | 274.9518275864 |
| 2025-10-01 | 276.8750030799 |
| 2025-11-01 | 274.5391618878 |
| 2025-12-01 | 277.9387303752 |
| 2026-01-01 | 281.3630984378 |
| 2026-02-01 | 279.5661508164 |
| 2026-03-01 | 279.4224449039 |
| 2026-04-01 | 281.5700773968 |
| 2026-05-01 | 280.5270145511 |
| 2026-06-01 | 280.1210918795 |
| 2026-07-01 | 281.8102844778 |
| 2026-08-01 | 281.7041987184 |