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 2026-04-01 |
| Last Updated | 2026-05-26 1:13 PM 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 | 50.0383978031206 |
| 1990-02-01 | 50.2941158985223 |
| 1990-03-01 | 50.5250354231825 |
| 1990-04-01 | 49.7303337797836 |
| 1990-05-01 | 49.6295477860261 |
| 1990-06-01 | 50.2059852414455 |
| 1990-07-01 | 49.0069510821618 |
| 1990-08-01 | 48.6887378071876 |
| 1990-09-01 | 48.3051651869918 |
| 1990-10-01 | 47.7465216994148 |
| 1990-11-01 | 47.9356442603553 |
| 1990-12-01 | 47.9180826105395 |
| 1991-01-01 | 46.7384839358570 |
| 1991-02-01 | 46.1300503213506 |
| 1991-03-01 | 46.3295649009370 |
| 1991-04-01 | 46.1256495153144 |
| 1991-05-01 | 46.2746053175276 |
| 1991-06-01 | 46.2101393700910 |
| 1991-07-01 | 45.3871832645192 |
| 1991-08-01 | 45.8401678013606 |
| 1991-09-01 | 45.9917539460516 |
| 1991-10-01 | 46.2311859441803 |
| 1991-11-01 | 46.1874207238905 |
| 1991-12-01 | 46.8843766278553 |
| 1992-01-01 | 48.5299109627916 |
| 1992-02-01 | 48.0861569967086 |
| 1992-03-01 | 47.8199796245229 |
| 1992-04-01 | 48.8501425658996 |
| 1992-05-01 | 48.7956065722210 |
| 1992-06-01 | 49.3342646512571 |
| 1992-07-01 | 50.5435154401353 |
| 1992-08-01 | 50.9160277990760 |
| 1992-09-01 | 51.6452998411301 |
| 1992-10-01 | 51.3669073906327 |
| 1992-11-01 | 51.4840099591512 |
| 1992-12-01 | 51.3239071052221 |
| 1993-01-01 | 52.2539096636622 |
| 1993-02-01 | 52.6481746571315 |
| 1993-03-01 | 52.4115114990384 |
| 1993-04-01 | 52.5940224830646 |
| 1993-05-01 | 53.2635030883979 |
| 1993-06-01 | 53.2396243522859 |
| 1993-07-01 | 54.0058740400565 |
| 1993-08-01 | 54.0615662395255 |
| 1993-09-01 | 54.2778965951124 |
| 1993-10-01 | 55.5709137375754 |
| 1993-11-01 | 56.4150929143163 |
| 1993-12-01 | 57.1386664698592 |
| 1994-01-01 | 56.6980582351638 |
| 1994-02-01 | 58.6226190212137 |
| 1994-03-01 | 61.3187661585383 |
| 1994-04-01 | 61.4102518052879 |
| 1994-05-01 | 61.7612494379624 |
| 1994-06-01 | 62.6504628591567 |
| 1994-07-01 | 63.4061537441451 |
| 1994-08-01 | 63.7690275777348 |
| 1994-09-01 | 64.5229787748366 |
| 1994-10-01 | 64.4738879585756 |
| 1994-11-01 | 65.0537066391608 |
| 1994-12-01 | 65.9756913182679 |
| 1995-01-01 | 65.6872109497438 |
| 1995-02-01 | 66.1365291614502 |
| 1995-03-01 | 66.1304809865891 |
| 1995-04-01 | 65.6281104207234 |
| 1995-05-01 | 66.2286431979746 |
| 1995-06-01 | 66.9125887224752 |
| 1995-07-01 | 67.1933438355165 |
| 1995-08-01 | 69.4368717290573 |
| 1995-09-01 | 69.4694003562436 |
| 1995-10-01 | 70.7743642492058 |
| 1995-11-01 | 71.1907653884669 |
| 1995-12-01 | 71.8085407271590 |
| 1996-01-01 | 69.3867718829567 |
| 1996-02-01 | 73.3284745788197 |
| 1996-03-01 | 72.4488435341387 |
| 1996-04-01 | 76.5191284763698 |
| 1996-05-01 | 76.6943174081467 |
| 1996-06-01 | 77.4797526320431 |
| 1996-07-01 | 77.5949276658719 |
| 1996-08-01 | 78.0701497301946 |
| 1996-09-01 | 78.2748824930930 |
| 1996-10-01 | 79.0585071601784 |
| 1996-11-01 | 79.9369896949570 |
| 1996-12-01 | 79.9572279624754 |
| 1997-01-01 | 81.2792533896981 |
| 1997-02-01 | 81.3702090050717 |
| 1997-03-01 | 81.4188016137972 |
| 1997-04-01 | 85.4438115378402 |
| 1997-05-01 | 86.2641134878330 |
| 1997-06-01 | 87.5519307358691 |
| 1997-07-01 | 88.8154058761175 |
| 1997-08-01 | 89.3177496782554 |
| 1997-09-01 | 90.3440417878448 |
| 1997-10-01 | 92.2094012885965 |
| 1997-11-01 | 93.1695638772547 |
| 1997-12-01 | 94.2359418645771 |
| 1998-01-01 | 93.7232931595602 |
| 1998-02-01 | 94.8853300555664 |
| 1998-03-01 | 94.7979904311035 |
| 1998-04-01 | 94.7943422640559 |
| 1998-05-01 | 96.5208084278841 |
| 1998-06-01 | 96.5958768377091 |
| 1998-07-01 | 96.3952174827987 |
| 1998-08-01 | 96.5690284817778 |
| 1998-09-01 | 96.1626447256852 |
| 1998-10-01 | 96.5430933461195 |
| 1998-11-01 | 97.0438908599816 |
| 1998-12-01 | 97.6384984243038 |
| 1999-01-01 | 98.9849490969439 |
| 1999-02-01 | 100.8494009911010 |
| 1999-03-01 | 100.9715814015820 |
| 1999-04-01 | 97.9506470244839 |
| 1999-05-01 | 96.3175624167344 |
| 1999-06-01 | 97.5338685200839 |
| 1999-07-01 | 98.4691290864386 |
| 1999-08-01 | 98.7342851028819 |
| 1999-09-01 | 99.2221963778957 |
| 1999-10-01 | 98.7509919633242 |
| 1999-11-01 | 98.7759829789069 |
| 1999-12-01 | 100.5632466929130 |
| 2000-01-01 | 103.8770841448430 |
| 2000-02-01 | 103.4296722571360 |
| 2000-03-01 | 104.6064112668140 |
| 2000-04-01 | 103.4904861259740 |
| 2000-05-01 | 102.6732960293200 |
| 2000-06-01 | 103.3195218138430 |
| 2000-07-01 | 105.8052759226450 |
| 2000-08-01 | 102.8648253991720 |
| 2000-09-01 | 102.7365265563690 |
| 2000-10-01 | 101.2866795241090 |
| 2000-11-01 | 100.6586390593490 |
| 2000-12-01 | 100.9604049249450 |
| 2001-01-01 | 100.9189256718640 |
| 2001-02-01 | 100.0881320172680 |
| 2001-03-01 | 98.7581325273069 |
| 2001-04-01 | 98.3397951817799 |
| 2001-05-01 | 97.7442087389050 |
| 2001-06-01 | 96.7795333537719 |
| 2001-07-01 | 90.5160941083520 |
| 2001-08-01 | 89.9641521062372 |
| 2001-09-01 | 89.6177193149403 |
| 2001-10-01 | 88.3739439275576 |
| 2001-11-01 | 86.5696579044050 |
| 2001-12-01 | 84.5995433951611 |
| 2002-01-01 | 83.1245087929879 |
| 2002-02-01 | 82.4332827184880 |
| 2002-03-01 | 83.5623757743062 |
| 2002-04-01 | 84.9583400657577 |
| 2002-05-01 | 85.2955661709896 |
| 2002-06-01 | 85.8394660512131 |
| 2002-07-01 | 84.8943771926116 |
| 2002-08-01 | 85.5079911620228 |
| 2002-09-01 | 84.6978044906865 |
| 2002-10-01 | 84.2688670756149 |
| 2002-11-01 | 84.5801187490638 |
| 2002-12-01 | 84.1713844328963 |
| 2003-01-01 | 82.6345365193089 |
| 2003-02-01 | 79.8421663337393 |
| 2003-03-01 | 81.4943292511166 |
| 2003-04-01 | 81.2982234408674 |
| 2003-05-01 | 81.6902127853149 |
| 2003-06-01 | 80.8146838302529 |
| 2003-07-01 | 81.0232903430170 |
| 2003-08-01 | 81.8730794525712 |
| 2003-09-01 | 82.9293753701888 |
| 2003-10-01 | 83.9792407733263 |
| 2003-11-01 | 84.7018568535350 |
| 2003-12-01 | 85.6060580492425 |
| 2004-01-01 | 86.8652658834737 |
| 2004-02-01 | 87.7183418280047 |
| 2004-03-01 | 88.5933148301680 |
| 2004-04-01 | 88.2719712378032 |
| 2004-05-01 | 89.0223588517950 |
| 2004-06-01 | 89.8635113420740 |
| 2004-07-01 | 90.7099407179478 |
| 2004-08-01 | 90.3325080825704 |
| 2004-09-01 | 90.1786687856731 |
| 2004-10-01 | 91.3358152666821 |
| 2004-11-01 | 91.1705139742991 |
| 2004-12-01 | 91.6628111814484 |
| 2005-01-01 | 94.5512622817567 |
| 2005-02-01 | 94.9159615015310 |
| 2005-03-01 | 92.7088883418282 |
| 2005-04-01 | 94.2807548132721 |
| 2005-05-01 | 93.3628884534584 |
| 2005-06-01 | 93.8511139439681 |
| 2005-07-01 | 94.4233536317185 |
| 2005-08-01 | 94.1860725224193 |
| 2005-09-01 | 94.4921401273310 |
| 2005-10-01 | 94.7456868076941 |
| 2005-11-01 | 94.8263917932389 |
| 2005-12-01 | 94.7760844939030 |
| 2006-01-01 | 94.2569194761551 |
| 2006-02-01 | 94.7222543771705 |
| 2006-03-01 | 94.6863933890761 |
| 2006-04-01 | 94.1352352193225 |
| 2006-05-01 | 95.1913078221581 |
| 2006-06-01 | 95.5703743820115 |
| 2006-07-01 | 95.6631660885376 |
| 2006-08-01 | 96.4621216606950 |
| 2006-09-01 | 97.0179043440741 |
| 2006-10-01 | 97.3761986090382 |
| 2006-11-01 | 97.8297976106283 |
| 2006-12-01 | 97.7961113123669 |
| 2007-01-01 | 97.6948806098105 |
| 2007-02-01 | 98.0496241329875 |
| 2007-03-01 | 99.0785712179726 |
| 2007-04-01 | 99.4059110047394 |
| 2007-05-01 | 100.0296397797990 |
| 2007-06-01 | 100.7018612609230 |
| 2007-07-01 | 99.8979633532918 |
| 2007-08-01 | 99.4954492210134 |
| 2007-09-01 | 99.6914240100921 |
| 2007-10-01 | 97.8814897710567 |
| 2007-11-01 | 98.3380383739486 |
| 2007-12-01 | 98.8550729804742 |
| 2008-01-01 | 98.3088733032625 |
| 2008-02-01 | 97.2151082806168 |
| 2008-03-01 | 96.2389196471102 |
| 2008-04-01 | 96.0874968680648 |
| 2008-05-01 | 94.9929584508870 |
| 2008-06-01 | 92.6339847522210 |
| 2008-07-01 | 94.5738526769537 |
| 2008-08-01 | 94.0453267000272 |
| 2008-09-01 | 92.2666976891965 |
| 2008-10-01 | 88.4168192623797 |
| 2008-11-01 | 85.1638927754324 |
| 2008-12-01 | 82.8815711501395 |
| 2009-01-01 | 80.2987998388606 |
| 2009-02-01 | 78.2444951254119 |
| 2009-03-01 | 75.8366290033323 |
| 2009-04-01 | 73.1670321199149 |
| 2009-05-01 | 73.0977106309292 |
| 2009-06-01 | 72.4302603485669 |
| 2009-07-01 | 72.5226574112947 |
| 2009-08-01 | 73.9362245570846 |
| 2009-09-01 | 74.7968083618003 |
| 2009-10-01 | 76.7641725173157 |
| 2009-11-01 | 78.2388257886129 |
| 2009-12-01 | 79.3358272235545 |
| 2010-01-01 | 81.0078739437245 |
| 2010-02-01 | 82.1031018497844 |
| 2010-03-01 | 84.4315744892720 |
| 2010-04-01 | 87.6199797217876 |
| 2010-05-01 | 87.7635595094388 |
| 2010-06-01 | 88.8868280532844 |
| 2010-07-01 | 89.4931199613704 |
| 2010-08-01 | 90.2788338118962 |
| 2010-09-01 | 91.4994710869966 |
| 2010-10-01 | 93.4560259712539 |
| 2010-11-01 | 95.3198676610073 |
| 2010-12-01 | 98.2505407727844 |
| 2011-01-01 | 97.6921230693947 |
| 2011-02-01 | 99.1981439068442 |
| 2011-03-01 | 99.5255501180828 |
| 2011-04-01 | 100.6041780805340 |
| 2011-05-01 | 101.1232450126020 |
| 2011-06-01 | 101.1313468131390 |
| 2011-07-01 | 101.3747803965030 |
| 2011-08-01 | 101.9699867713290 |
| 2011-09-01 | 104.3098828572090 |
| 2011-10-01 | 101.2737923214220 |
| 2011-11-01 | 100.6850880649430 |
| 2011-12-01 | 100.7082076352580 |
| 2012-01-01 | 100.9381698119750 |
| 2012-02-01 | 100.5003445818920 |
| 2012-03-01 | 100.5506590268090 |
| 2012-04-01 | 99.9069553227030 |
| 2012-05-01 | 100.0186102275000 |
| 2012-06-01 | 99.7998097542974 |
| 2012-07-01 | 100.6954776288440 |
| 2012-08-01 | 100.1838465235530 |
| 2012-09-01 | 102.0114442570110 |
| 2012-10-01 | 99.6574979433745 |
| 2012-11-01 | 98.2958451444148 |
| 2012-12-01 | 99.9615722646195 |
| 2013-01-01 | 100.5043922095890 |
| 2013-02-01 | 101.5438997241460 |
| 2013-03-01 | 101.1660081484950 |
| 2013-04-01 | 100.2430586311640 |
| 2013-05-01 | 101.4080983592250 |
| 2013-06-01 | 103.0246638765420 |
| 2013-07-01 | 105.4229512068060 |
| 2013-08-01 | 106.9115467375620 |
| 2013-09-01 | 104.0894621735960 |
| 2013-10-01 | 103.8799876123610 |
| 2013-11-01 | 104.0841000128030 |
| 2013-12-01 | 103.5761054407350 |
| 2014-01-01 | 103.1458071493910 |
| 2014-02-01 | 103.4284159544390 |
| 2014-03-01 | 105.2906302958960 |
| 2014-04-01 | 107.2529290645800 |
| 2014-05-01 | 108.7981117548820 |
| 2014-06-01 | 109.8808637039510 |
| 2014-07-01 | 109.6871613677260 |
| 2014-08-01 | 111.8922155046160 |
| 2014-09-01 | 111.6246984920460 |
| 2014-10-01 | 112.1539382200050 |
| 2014-11-01 | 114.1766003483850 |
| 2014-12-01 | 115.5569669600780 |
| 2015-01-01 | 116.1586619525820 |
| 2015-02-01 | 116.3533433338090 |
| 2015-03-01 | 116.4905004830760 |
| 2015-04-01 | 115.4271250076510 |
| 2015-05-01 | 115.6575268500030 |
| 2015-06-01 | 115.9809665660950 |
| 2015-07-01 | 116.4837243092690 |
| 2015-08-01 | 116.4756265498280 |
| 2015-09-01 | 116.7196949664510 |
| 2015-10-01 | 120.0786210971660 |
| 2015-11-01 | 121.5204567127880 |
| 2015-12-01 | 123.6313498610030 |
| 2016-01-01 | 118.8165353830080 |
| 2016-02-01 | 117.9469828536580 |
| 2016-03-01 | 116.9650651588780 |
| 2016-04-01 | 118.3361941978960 |
| 2016-05-01 | 116.9807883442350 |
| 2016-06-01 | 115.3301494573990 |
| 2016-07-01 | 117.9462790023570 |
| 2016-08-01 | 116.6602991153830 |
| 2016-09-01 | 119.7234838487500 |
| 2016-10-01 | 118.8202916900100 |
| 2016-11-01 | 117.4193726026680 |
| 2016-12-01 | 118.6225956025900 |
| 2017-01-01 | 119.0085078541520 |
| 2017-02-01 | 117.7708882835010 |
| 2017-03-01 | 117.4691314634670 |
| 2017-04-01 | 116.5189003135070 |
| 2017-05-01 | 117.6096103174580 |
| 2017-06-01 | 116.8486093862570 |
| 2017-07-01 | 116.8242465472670 |
| 2017-08-01 | 116.7135572648950 |
| 2017-09-01 | 119.0082115997010 |
| 2017-10-01 | 115.8719935538250 |
| 2017-11-01 | 116.5280049365250 |
| 2017-12-01 | 116.5754410090750 |
| 2018-01-01 | 117.3499232968470 |
| 2018-02-01 | 117.4315059559210 |
| 2018-03-01 | 118.2147330877050 |
| 2018-04-01 | 119.3145571778390 |
| 2018-05-01 | 118.7935047655940 |
| 2018-06-01 | 118.1118564076950 |
| 2018-07-01 | 117.5368072620620 |
| 2018-08-01 | 118.0280058526120 |
| 2018-09-01 | 118.4511201371850 |
| 2018-10-01 | 118.1967235051120 |
| 2018-11-01 | 117.1121562300910 |
| 2018-12-01 | 116.9876194796090 |
| 2019-01-01 | 117.9254360928440 |
| 2019-02-01 | 118.7494541287800 |
| 2019-03-01 | 119.5194092073340 |
| 2019-04-01 | 119.9475818097560 |
| 2019-05-01 | 120.0527563973310 |
| 2019-06-01 | 120.0928467802540 |
| 2019-07-01 | 120.8951373825560 |
| 2019-08-01 | 123.2725738512420 |
| 2019-09-01 | 120.3366111206340 |
| 2019-10-01 | 119.3938084450210 |
| 2019-11-01 | 120.5344726597960 |
| 2019-12-01 | 120.0766059287420 |
| 2020-01-01 | 117.9738453338930 |
| 2020-02-01 | 117.8719864046830 |
| 2020-03-01 | 116.6578754755830 |
| 2020-04-01 | 83.9316695587372 |
| 2020-05-01 | 85.1626368799929 |
| 2020-06-01 | 91.2494827721222 |
| 2020-07-01 | 92.1037729846219 |
| 2020-08-01 | 95.1961658191609 |
| 2020-09-01 | 93.4710840532388 |
| 2020-10-01 | 100.9060088619090 |
| 2020-11-01 | 103.6716747858140 |
| 2020-12-01 | 105.5881064674470 |
| 2021-01-01 | 107.2151941923400 |
| 2021-02-01 | 108.4716793518030 |
| 2021-03-01 | 109.1321675757700 |
| 2021-04-01 | 108.9664409477390 |
| 2021-05-01 | 107.9392195568380 |
| 2021-06-01 | 110.8872254314950 |
| 2021-07-01 | 111.9145677546630 |
| 2021-08-01 | 112.1471935676900 |
| 2021-09-01 | 109.8091945390620 |
| 2021-10-01 | 114.7015493122150 |
| 2021-11-01 | 115.9402374585340 |
| 2021-12-01 | 117.6121065953920 |
| 2022-01-01 | 118.9979292698300 |
| 2022-02-01 | 122.8067896395130 |
| 2022-03-01 | 122.0678420269420 |
| 2022-04-01 | 121.7434773297590 |
| 2022-05-01 | 121.1371661534870 |
| 2022-06-01 | 121.9853951550840 |
| 2022-07-01 | 119.5399943815030 |
| 2022-08-01 | 118.9780760400850 |
| 2022-09-01 | 117.2079751895670 |
| 2022-10-01 | 117.6411878340130 |
| 2022-11-01 | 115.0970027108040 |
| 2022-12-01 | 114.6839819729460 |
| 2023-01-01 | 114.5557837847230 |
| 2023-02-01 | 113.4844236767530 |
| 2023-03-01 | 112.0066646923810 |
| 2023-04-01 | 111.8154818391910 |
| 2023-05-01 | 110.4674659773920 |
| 2023-06-01 | 108.2023093040520 |
| 2023-07-01 | 109.1947420256470 |
| 2023-08-01 | 107.6476232037410 |
| 2023-09-01 | 107.5199179479110 |
| 2023-10-01 | 106.0762272205150 |
| 2023-11-01 | 107.6146719644930 |
| 2023-12-01 | 104.5743592465640 |
| 2024-01-01 | 104.2424073744460 |
| 2024-02-01 | 103.6455500506580 |
| 2024-03-01 | 104.2703711861430 |
| 2024-04-01 | 103.5857094302410 |
| 2024-05-01 | 103.3913773822910 |
| 2024-06-01 | 100.6430554455740 |
| 2024-07-01 | 102.5454697616420 |
| 2024-08-01 | 103.1253066361540 |
| 2024-09-01 | 104.2514407942520 |
| 2024-10-01 | 103.1101417143260 |
| 2024-11-01 | 104.2457831946360 |
| 2024-12-01 | 103.6448771756090 |
| 2025-01-01 | 103.1247536296750 |
| 2025-02-01 | 103.4814334717050 |
| 2025-03-01 | 103.5409490740970 |
| 2025-04-01 | 102.8506582988260 |
| 2025-05-01 | 104.0046582151280 |
| 2025-06-01 | 102.6252452175850 |
| 2025-07-01 | 102.1242419810980 |
| 2025-08-01 | 100.5951086429870 |
| 2025-09-01 | 103.2839678608340 |
| 2025-10-01 | 105.7222824292370 |
| 2025-11-01 | 104.0062932158250 |
| 2025-12-01 | 106.3307612672060 |
| 2026-01-01 | 107.3362131854390 |
| 2026-02-01 | 107.7250048719050 |
| 2026-03-01 | 108.3466228658730 |
| 2026-04-01 | 110.7129282624860 |