Table Data - All Employees: Professional and Business Services: Employment Services in Pennsylvania
| Title | All Employees: Professional and Business Services: Employment Services in Pennsylvania |
|---|---|
| Series ID | SMU42000006056130001SA |
| 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 10:23 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 | 50.0797398464 |
| 1990-02-01 | 50.3174943338 |
| 1990-03-01 | 50.5406703956 |
| 1990-04-01 | 49.7567031712 |
| 1990-05-01 | 49.6667556017 |
| 1990-06-01 | 50.1244085085 |
| 1990-07-01 | 49.0917413736 |
| 1990-08-01 | 48.7007493635 |
| 1990-09-01 | 48.2926550453 |
| 1990-10-01 | 47.7490673845 |
| 1990-11-01 | 47.9505318729 |
| 1990-12-01 | 47.7762642549 |
| 1991-01-01 | 46.7672246840 |
| 1991-02-01 | 46.1445239965 |
| 1991-03-01 | 46.3592821337 |
| 1991-04-01 | 46.1431997114 |
| 1991-05-01 | 46.2991010749 |
| 1991-06-01 | 46.1616208276 |
| 1991-07-01 | 45.4485860548 |
| 1991-08-01 | 45.8455421773 |
| 1991-09-01 | 45.9739077836 |
| 1991-10-01 | 46.2299870212 |
| 1991-11-01 | 46.1912380755 |
| 1991-12-01 | 46.7955853015 |
| 1992-01-01 | 48.5436712056 |
| 1992-02-01 | 48.0906081999 |
| 1992-03-01 | 47.8645642005 |
| 1992-04-01 | 48.8625492016 |
| 1992-05-01 | 48.8109453465 |
| 1992-06-01 | 49.3126613145 |
| 1992-07-01 | 50.5781187421 |
| 1992-08-01 | 50.9135792097 |
| 1992-09-01 | 51.6158411218 |
| 1992-10-01 | 51.3610602463 |
| 1992-11-01 | 51.4783102595 |
| 1992-12-01 | 51.2864433056 |
| 1993-01-01 | 52.2597238993 |
| 1993-02-01 | 52.6551675317 |
| 1993-03-01 | 52.4566067180 |
| 1993-04-01 | 52.6078297930 |
| 1993-05-01 | 53.2738524161 |
| 1993-06-01 | 53.2444856417 |
| 1993-07-01 | 54.0253245745 |
| 1993-08-01 | 54.0006702066 |
| 1993-09-01 | 54.2587315750 |
| 1993-10-01 | 55.5642082025 |
| 1993-11-01 | 56.4037913303 |
| 1993-12-01 | 57.1405687715 |
| 1994-01-01 | 56.7093568655 |
| 1994-02-01 | 58.6291168793 |
| 1994-03-01 | 61.3847973521 |
| 1994-04-01 | 61.4235204527 |
| 1994-05-01 | 61.7714665786 |
| 1994-06-01 | 62.6609489911 |
| 1994-07-01 | 63.4220418506 |
| 1994-08-01 | 63.6355867370 |
| 1994-09-01 | 64.5173776351 |
| 1994-10-01 | 64.4726857652 |
| 1994-11-01 | 65.0490808041 |
| 1994-12-01 | 65.9786124653 |
| 1995-01-01 | 65.7067320294 |
| 1995-02-01 | 66.1607984989 |
| 1995-03-01 | 66.2215689578 |
| 1995-04-01 | 65.6299774891 |
| 1995-05-01 | 66.2322952138 |
| 1995-06-01 | 66.9243457627 |
| 1995-07-01 | 67.2205305554 |
| 1995-08-01 | 69.2259871455 |
| 1995-09-01 | 69.4918945021 |
| 1995-10-01 | 70.7840316297 |
| 1995-11-01 | 71.1945074262 |
| 1995-12-01 | 71.8063987012 |
| 1996-01-01 | 69.4094642624 |
| 1996-02-01 | 73.3572318872 |
| 1996-03-01 | 72.5746349730 |
| 1996-04-01 | 76.4985974808 |
| 1996-05-01 | 76.6838710468 |
| 1996-06-01 | 77.4758939030 |
| 1996-07-01 | 77.5979895219 |
| 1996-08-01 | 77.8934957443 |
| 1996-09-01 | 78.2931987213 |
| 1996-10-01 | 79.0774323939 |
| 1996-11-01 | 79.9589807076 |
| 1996-12-01 | 79.9721723096 |
| 1997-01-01 | 81.3022791459 |
| 1997-02-01 | 81.4040405187 |
| 1997-03-01 | 81.4966679910 |
| 1997-04-01 | 85.4037570040 |
| 1997-05-01 | 86.2345439895 |
| 1997-06-01 | 87.5132708266 |
| 1997-07-01 | 88.7921599774 |
| 1997-08-01 | 89.2102351881 |
| 1997-09-01 | 90.3778706679 |
| 1997-10-01 | 92.2443195445 |
| 1997-11-01 | 93.2991705187 |
| 1997-12-01 | 94.2806802716 |
| 1998-01-01 | 93.7391003699 |
| 1998-02-01 | 94.8876808211 |
| 1998-03-01 | 94.7641299503 |
| 1998-04-01 | 94.7005368401 |
| 1998-05-01 | 96.4277607523 |
| 1998-06-01 | 96.4955797014 |
| 1998-07-01 | 96.3331455704 |
| 1998-08-01 | 96.5983003119 |
| 1998-09-01 | 96.2499863985 |
| 1998-10-01 | 96.6313057671 |
| 1998-11-01 | 97.3141861332 |
| 1998-12-01 | 97.7386145162 |
| 1999-01-01 | 99.0105220212 |
| 1999-02-01 | 100.8124707021 |
| 1999-03-01 | 100.7841042020 |
| 1999-04-01 | 97.7583264769 |
| 1999-05-01 | 96.0675763770 |
| 1999-06-01 | 97.2161521530 |
| 1999-07-01 | 98.4344597823 |
| 1999-08-01 | 99.0145455574 |
| 1999-09-01 | 99.4495059598 |
| 1999-10-01 | 98.9189563059 |
| 1999-11-01 | 99.1767146802 |
| 1999-12-01 | 100.6581913051 |
| 2000-01-01 | 103.9088320038 |
| 2000-02-01 | 103.4223261130 |
| 2000-03-01 | 104.2815253962 |
| 2000-04-01 | 103.1384076211 |
| 2000-05-01 | 102.2067954893 |
| 2000-06-01 | 102.7658133802 |
| 2000-07-01 | 105.7962815886 |
| 2000-08-01 | 103.4242810707 |
| 2000-09-01 | 103.1282257462 |
| 2000-10-01 | 101.5651339528 |
| 2000-11-01 | 101.0248780913 |
| 2000-12-01 | 101.0423197307 |
| 2001-01-01 | 100.9939659191 |
| 2001-02-01 | 100.1186967692 |
| 2001-03-01 | 98.3952642543 |
| 2001-04-01 | 97.9240562549 |
| 2001-05-01 | 97.1595164300 |
| 2001-06-01 | 96.0908083806 |
| 2001-07-01 | 90.5630301741 |
| 2001-08-01 | 90.6345399326 |
| 2001-09-01 | 90.0310080600 |
| 2001-10-01 | 88.6473954394 |
| 2001-11-01 | 86.7979641362 |
| 2001-12-01 | 84.6053321802 |
| 2002-01-01 | 83.1856391086 |
| 2002-02-01 | 82.4976725374 |
| 2002-03-01 | 83.2516673932 |
| 2002-04-01 | 84.6051912206 |
| 2002-05-01 | 84.8385130564 |
| 2002-06-01 | 85.3816416649 |
| 2002-07-01 | 84.9320234050 |
| 2002-08-01 | 86.0034460455 |
| 2002-09-01 | 85.0482424488 |
| 2002-10-01 | 84.5076305484 |
| 2002-11-01 | 84.7066467336 |
| 2002-12-01 | 84.1775495780 |
| 2003-01-01 | 82.6713991702 |
| 2003-02-01 | 79.8689986390 |
| 2003-03-01 | 81.2675264130 |
| 2003-04-01 | 81.0776916321 |
| 2003-05-01 | 81.3570184970 |
| 2003-06-01 | 80.5730539723 |
| 2003-07-01 | 81.0590245756 |
| 2003-08-01 | 82.1535892390 |
| 2003-09-01 | 83.1629558078 |
| 2003-10-01 | 84.1384052279 |
| 2003-11-01 | 84.7789034717 |
| 2003-12-01 | 85.6054926051 |
| 2004-01-01 | 86.8616234566 |
| 2004-02-01 | 87.7232924711 |
| 2004-03-01 | 88.4259880215 |
| 2004-04-01 | 88.1670762840 |
| 2004-05-01 | 88.8119982489 |
| 2004-06-01 | 89.8109222757 |
| 2004-07-01 | 90.7266201249 |
| 2004-08-01 | 90.4236142274 |
| 2004-09-01 | 90.3112084319 |
| 2004-10-01 | 91.4277215770 |
| 2004-11-01 | 91.2167639269 |
| 2004-12-01 | 91.6854739001 |
| 2005-01-01 | 94.5293731588 |
| 2005-02-01 | 94.8984066100 |
| 2005-03-01 | 92.6019109383 |
| 2005-04-01 | 94.2815409039 |
| 2005-05-01 | 93.2147290548 |
| 2005-06-01 | 93.8585150681 |
| 2005-07-01 | 94.4477634641 |
| 2005-08-01 | 94.2251683182 |
| 2005-09-01 | 94.5489544876 |
| 2005-10-01 | 94.7859360503 |
| 2005-11-01 | 94.8472607173 |
| 2005-12-01 | 94.7868007100 |
| 2006-01-01 | 94.2423026437 |
| 2006-02-01 | 94.7110267988 |
| 2006-03-01 | 94.6205693720 |
| 2006-04-01 | 94.1493572228 |
| 2006-05-01 | 95.1187745168 |
| 2006-06-01 | 95.5881082816 |
| 2006-07-01 | 95.6823675707 |
| 2006-08-01 | 96.4816113146 |
| 2006-09-01 | 97.0368108388 |
| 2006-10-01 | 97.3917673270 |
| 2006-11-01 | 97.8389772323 |
| 2006-12-01 | 97.8012305611 |
| 2007-01-01 | 97.6867250057 |
| 2007-02-01 | 98.0424559471 |
| 2007-03-01 | 99.0423563089 |
| 2007-04-01 | 99.4131452457 |
| 2007-05-01 | 99.9919115842 |
| 2007-06-01 | 100.7155064106 |
| 2007-07-01 | 99.9133047765 |
| 2007-08-01 | 99.5110857176 |
| 2007-09-01 | 99.6935151733 |
| 2007-10-01 | 97.8892136631 |
| 2007-11-01 | 98.3417401670 |
| 2007-12-01 | 98.8533673278 |
| 2008-01-01 | 98.3044866520 |
| 2008-02-01 | 97.2087223541 |
| 2008-03-01 | 96.2311506876 |
| 2008-04-01 | 96.0810884804 |
| 2008-05-01 | 94.9884230255 |
| 2008-06-01 | 92.6376137887 |
| 2008-07-01 | 94.5805798737 |
| 2008-08-01 | 94.0526683096 |
| 2008-09-01 | 92.2660412450 |
| 2008-10-01 | 88.4181696720 |
| 2008-11-01 | 85.1640580687 |
| 2008-12-01 | 82.8796857751 |
| 2009-01-01 | 80.2972992153 |
| 2009-02-01 | 78.2427846488 |
| 2009-03-01 | 75.8348441453 |
| 2009-04-01 | 73.1662545996 |
| 2009-05-01 | 73.0967313059 |
| 2009-06-01 | 72.4323821820 |
| 2009-07-01 | 72.5253124343 |
| 2009-08-01 | 73.9385981978 |
| 2009-09-01 | 74.7956412162 |
| 2009-10-01 | 76.7638152211 |
| 2009-11-01 | 78.2382959186 |
| 2009-12-01 | 79.3334524155 |
| 2010-01-01 | 81.0074417718 |
| 2010-02-01 | 82.1029791526 |
| 2010-03-01 | 84.4317049435 |
| 2010-04-01 | 87.6204390582 |
| 2010-05-01 | 87.7637944541 |
| 2010-06-01 | 88.8883175375 |
| 2010-07-01 | 89.4944112919 |
| 2010-08-01 | 90.2795204961 |
| 2010-09-01 | 91.4991568209 |
| 2010-10-01 | 93.4552674819 |
| 2010-11-01 | 95.3197117974 |
| 2010-12-01 | 98.2470366462 |
| 2011-01-01 | 97.6921603852 |
| 2011-02-01 | 99.1982349601 |
| 2011-03-01 | 99.5257326366 |
| 2011-04-01 | 100.6072030481 |
| 2011-05-01 | 101.1235721931 |
| 2011-06-01 | 101.1316553493 |
| 2011-07-01 | 101.3748845995 |
| 2011-08-01 | 101.9699853873 |
| 2011-09-01 | 104.3085607949 |
| 2011-10-01 | 101.2736469729 |
| 2011-11-01 | 100.6857323570 |
| 2011-12-01 | 100.7058724580 |
| 2012-01-01 | 100.9381003854 |
| 2012-02-01 | 100.5002817013 |
| 2012-03-01 | 100.5506323419 |
| 2012-04-01 | 99.9120733852 |
| 2012-05-01 | 100.0183704873 |
| 2012-06-01 | 99.7992476343 |
| 2012-07-01 | 100.6942012478 |
| 2012-08-01 | 100.1824282697 |
| 2012-09-01 | 102.0086833789 |
| 2012-10-01 | 99.6572080394 |
| 2012-11-01 | 98.2977481306 |
| 2012-12-01 | 99.9620099452 |
| 2013-01-01 | 100.5057421471 |
| 2013-02-01 | 101.5442864902 |
| 2013-03-01 | 101.1654114311 |
| 2013-04-01 | 100.2499323674 |
| 2013-05-01 | 101.4062445725 |
| 2013-06-01 | 103.0223232094 |
| 2013-07-01 | 105.4197515138 |
| 2013-08-01 | 106.9078671279 |
| 2013-09-01 | 104.0831127184 |
| 2013-10-01 | 103.8760084076 |
| 2013-11-01 | 104.0940289722 |
| 2013-12-01 | 103.5815024202 |
| 2014-01-01 | 103.1491157833 |
| 2014-02-01 | 103.4303441493 |
| 2014-03-01 | 105.2904045145 |
| 2014-04-01 | 107.2569637424 |
| 2014-05-01 | 108.7952400855 |
| 2014-06-01 | 109.8726029689 |
| 2014-07-01 | 109.6818790520 |
| 2014-08-01 | 111.8948263179 |
| 2014-09-01 | 111.6062816995 |
| 2014-10-01 | 112.1461757000 |
| 2014-11-01 | 114.1932411338 |
| 2014-12-01 | 115.5595424355 |
| 2015-01-01 | 116.1944047745 |
| 2015-02-01 | 116.3490268983 |
| 2015-03-01 | 116.4856872398 |
| 2015-04-01 | 115.4249550814 |
| 2015-05-01 | 115.6507376322 |
| 2015-06-01 | 115.9617553644 |
| 2015-07-01 | 116.4732830777 |
| 2015-08-01 | 116.4853996897 |
| 2015-09-01 | 116.6963225633 |
| 2015-10-01 | 120.0749287637 |
| 2015-11-01 | 121.5568241696 |
| 2015-12-01 | 123.6433460700 |
| 2016-01-01 | 118.8920683940 |
| 2016-02-01 | 117.9310608060 |
| 2016-03-01 | 116.9373231655 |
| 2016-04-01 | 118.2985028191 |
| 2016-05-01 | 116.9396780269 |
| 2016-06-01 | 115.2780140778 |
| 2016-07-01 | 117.9216076518 |
| 2016-08-01 | 116.6880868033 |
| 2016-09-01 | 119.7317317750 |
| 2016-10-01 | 118.8735901217 |
| 2016-11-01 | 117.5044154331 |
| 2016-12-01 | 118.6749945285 |
| 2017-01-01 | 119.1351748521 |
| 2017-02-01 | 117.7224126346 |
| 2017-03-01 | 117.3678945521 |
| 2017-04-01 | 116.3851409087 |
| 2017-05-01 | 117.4676707513 |
| 2017-06-01 | 116.7199052660 |
| 2017-07-01 | 116.7679836494 |
| 2017-08-01 | 116.7759796566 |
| 2017-09-01 | 119.1186344287 |
| 2017-10-01 | 116.0229605338 |
| 2017-11-01 | 116.7861766085 |
| 2017-12-01 | 116.7607283581 |
| 2018-01-01 | 117.4761833919 |
| 2018-02-01 | 117.3453803261 |
| 2018-03-01 | 117.9608130470 |
| 2018-04-01 | 118.9667674316 |
| 2018-05-01 | 118.3892068810 |
| 2018-06-01 | 117.8844334950 |
| 2018-07-01 | 117.4483840187 |
| 2018-08-01 | 118.1430324431 |
| 2018-09-01 | 118.7108917901 |
| 2018-10-01 | 118.6347387104 |
| 2018-11-01 | 117.6068386959 |
| 2018-12-01 | 117.3036730864 |
| 2019-01-01 | 118.0216483523 |
| 2019-02-01 | 118.5852494952 |
| 2019-03-01 | 119.0793615600 |
| 2019-04-01 | 119.3837632381 |
| 2019-05-01 | 119.3000043778 |
| 2019-06-01 | 119.7955118576 |
| 2019-07-01 | 120.7983427817 |
| 2019-08-01 | 123.4604541654 |
| 2019-09-01 | 120.7451671577 |
| 2019-10-01 | 120.1052088841 |
| 2019-11-01 | 121.2575216730 |
| 2019-12-01 | 120.4919689544 |
| 2020-01-01 | 118.0103683757 |
| 2020-02-01 | 117.6371646040 |
| 2020-03-01 | 116.1013969787 |
| 2020-04-01 | 83.4429344818 |
| 2020-05-01 | 84.4470984180 |
| 2020-06-01 | 91.0592459151 |
| 2020-07-01 | 92.0501678758 |
| 2020-08-01 | 95.3557657928 |
| 2020-09-01 | 93.8318856225 |
| 2020-10-01 | 101.6866346707 |
| 2020-11-01 | 104.2852190753 |
| 2020-12-01 | 105.8918995974 |
| 2021-01-01 | 107.1966301760 |
| 2021-02-01 | 108.2052060418 |
| 2021-03-01 | 108.6306716159 |
| 2021-04-01 | 108.4095609081 |
| 2021-05-01 | 107.0912358741 |
| 2021-06-01 | 110.7738161748 |
| 2021-07-01 | 111.8845452837 |
| 2021-08-01 | 112.3241071450 |
| 2021-09-01 | 110.1678215707 |
| 2021-10-01 | 115.4000476647 |
| 2021-11-01 | 116.5230359972 |
| 2021-12-01 | 117.8296717101 |
| 2022-01-01 | 118.9425026624 |
| 2022-02-01 | 122.5359120193 |
| 2022-03-01 | 121.6371635337 |
| 2022-04-01 | 121.2715470532 |
| 2022-05-01 | 120.4617468560 |
| 2022-06-01 | 122.1501101980 |
| 2022-07-01 | 119.4629944517 |
| 2022-08-01 | 119.0625076841 |
| 2022-09-01 | 117.4532482940 |
| 2022-10-01 | 118.0773166871 |
| 2022-11-01 | 115.5159115396 |
| 2022-12-01 | 114.7705050399 |
| 2023-01-01 | 114.4885577991 |
| 2023-02-01 | 113.2987015784 |
| 2023-03-01 | 111.7712975724 |
| 2023-04-01 | 111.5747404285 |
| 2023-05-01 | 110.0526249722 |
| 2023-06-01 | 108.5759821752 |
| 2023-07-01 | 109.0599767028 |
| 2023-08-01 | 107.5757889278 |
| 2023-09-01 | 107.6265037244 |
| 2023-10-01 | 106.2788446999 |
| 2023-11-01 | 107.9450815480 |
| 2023-12-01 | 104.6122595817 |
| 2024-01-01 | 104.1962594653 |
| 2024-02-01 | 103.5528900586 |
| 2024-03-01 | 104.1303568706 |
| 2024-04-01 | 103.3754771958 |
| 2024-05-01 | 103.0456601674 |
| 2024-06-01 | 101.3190903655 |
| 2024-07-01 | 102.2051364087 |
| 2024-08-01 | 102.7658504396 |
| 2024-09-01 | 104.3623778357 |
| 2024-10-01 | 103.4743224194 |
| 2024-11-01 | 104.4650815448 |
| 2024-12-01 | 103.7392526476 |
| 2025-01-01 | 103.1238962225 |
| 2025-02-01 | 103.4006470901 |
| 2025-03-01 | 103.3662143107 |
| 2025-04-01 | 102.6431382116 |
| 2025-05-01 | 103.6309963991 |
| 2025-06-01 | 103.4623857775 |
| 2025-07-01 | 101.5696896869 |
| 2025-08-01 | 99.9352960789 |
| 2025-09-01 | 103.5533295224 |
| 2025-10-01 | 106.3894717641 |
| 2025-11-01 | 104.1587087272 |
| 2025-12-01 | 106.5093446559 |
| 2026-01-01 | 107.3833356495 |
| 2026-02-01 | 107.6263769242 |
| 2026-03-01 | 108.0461373674 |
| 2026-04-01 | 110.3773531616 |
| 2026-05-01 | 110.1610098993 |
| 2026-06-01 | 110.0876419338 |
| 2026-07-01 | 111.8959346973 |
| 2026-08-01 | 113.3469579801 |
| 2026-09-01 | 109.2713981985 |