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 2025-12-01 |
| Last Updated | 2026-01-28 2:16 AM CST |
| 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 | 50.0387089236201 |
| 1990-02-01 | 50.2942505117257 |
| 1990-03-01 | 50.5251592448859 |
| 1990-04-01 | 49.7303942322862 |
| 1990-05-01 | 49.6296092964285 |
| 1990-06-01 | 50.2060534263438 |
| 1990-07-01 | 49.0069374896762 |
| 1990-08-01 | 48.6887630176388 |
| 1990-09-01 | 48.3051010561880 |
| 1990-10-01 | 47.7465550546624 |
| 1990-11-01 | 47.9357214841645 |
| 1990-12-01 | 47.9173209281191 |
| 1991-01-01 | 46.7388086343821 |
| 1991-02-01 | 46.1301716422869 |
| 1991-03-01 | 46.3296829964006 |
| 1991-04-01 | 46.1257151381491 |
| 1991-05-01 | 46.2746737324429 |
| 1991-06-01 | 46.2102042095178 |
| 1991-07-01 | 45.3871603091653 |
| 1991-08-01 | 45.8401640831755 |
| 1991-09-01 | 45.9916278759135 |
| 1991-10-01 | 46.2311737825240 |
| 1991-11-01 | 46.1874438680519 |
| 1991-12-01 | 46.8837097628076 |
| 1992-01-01 | 48.5304824186724 |
| 1992-02-01 | 48.0862510633864 |
| 1992-03-01 | 47.8201017263249 |
| 1992-04-01 | 48.8502319185945 |
| 1992-05-01 | 48.7956822729057 |
| 1992-06-01 | 49.3343037321452 |
| 1992-07-01 | 50.5434515822287 |
| 1992-08-01 | 50.9159403524267 |
| 1992-09-01 | 51.6450056276262 |
| 1992-10-01 | 51.3667905639207 |
| 1992-11-01 | 51.4839956520746 |
| 1992-12-01 | 51.3233493829412 |
| 1993-01-01 | 52.2548066631671 |
| 1993-02-01 | 52.6483781180314 |
| 1993-03-01 | 52.4116944405410 |
| 1993-04-01 | 52.5941338740898 |
| 1993-05-01 | 53.2635753921380 |
| 1993-06-01 | 53.2396489528001 |
| 1993-07-01 | 54.0057502374091 |
| 1993-08-01 | 54.0611498679621 |
| 1993-09-01 | 54.2775312347155 |
| 1993-10-01 | 55.5706072307586 |
| 1993-11-01 | 56.4147464851257 |
| 1993-12-01 | 57.1379610378578 |
| 1994-01-01 | 56.7007168302759 |
| 1994-02-01 | 58.6223349161428 |
| 1994-03-01 | 61.3189044970025 |
| 1994-04-01 | 61.4107836944556 |
| 1994-05-01 | 61.7610943747275 |
| 1994-06-01 | 62.6502725231611 |
| 1994-07-01 | 63.4059059462041 |
| 1994-08-01 | 63.7682103038168 |
| 1994-09-01 | 64.5225041304306 |
| 1994-10-01 | 64.4734037757699 |
| 1994-11-01 | 65.0531145518044 |
| 1994-12-01 | 65.9748252014020 |
| 1995-01-01 | 65.6918498974921 |
| 1995-02-01 | 66.1355617885900 |
| 1995-03-01 | 66.1306183634044 |
| 1995-04-01 | 65.6291069679416 |
| 1995-05-01 | 66.2281885218799 |
| 1995-06-01 | 66.9121651755468 |
| 1995-07-01 | 67.1929973901712 |
| 1995-08-01 | 69.4357032481515 |
| 1995-09-01 | 69.4690695399853 |
| 1995-10-01 | 70.7738254688700 |
| 1995-11-01 | 71.1899121886477 |
| 1995-12-01 | 71.8073943758954 |
| 1996-01-01 | 69.3931837109844 |
| 1996-02-01 | 73.3264250141168 |
| 1996-03-01 | 72.4488274211191 |
| 1996-04-01 | 76.5207585864609 |
| 1996-05-01 | 76.6934609486447 |
| 1996-06-01 | 77.4789360809352 |
| 1996-07-01 | 77.5944105696969 |
| 1996-08-01 | 78.0691831688620 |
| 1996-09-01 | 78.2745932734228 |
| 1996-10-01 | 79.0580635077500 |
| 1996-11-01 | 79.9365296799281 |
| 1996-12-01 | 79.9567506150491 |
| 1997-01-01 | 81.2844458490676 |
| 1997-02-01 | 81.3684324229802 |
| 1997-03-01 | 81.4188952896093 |
| 1997-04-01 | 85.4450866396958 |
| 1997-05-01 | 86.2631521349125 |
| 1997-06-01 | 87.5511978996734 |
| 1997-07-01 | 88.8149101291837 |
| 1997-08-01 | 89.3170763434516 |
| 1997-09-01 | 90.3439549450022 |
| 1997-10-01 | 92.2091228289585 |
| 1997-11-01 | 93.1695697027284 |
| 1997-12-01 | 94.2358592122278 |
| 1998-01-01 | 93.7265548042745 |
| 1998-02-01 | 94.8841225502041 |
| 1998-03-01 | 94.7980000798417 |
| 1998-04-01 | 94.7950037272671 |
| 1998-05-01 | 96.5197780093678 |
| 1998-06-01 | 96.5953608132295 |
| 1998-07-01 | 96.3949521743973 |
| 1998-08-01 | 96.5688690309174 |
| 1998-09-01 | 96.1626730634991 |
| 1998-10-01 | 96.5430454604582 |
| 1998-11-01 | 97.0444247632917 |
| 1998-12-01 | 97.6389004197660 |
| 1999-01-01 | 98.9855681620033 |
| 1999-02-01 | 100.8490900396890 |
| 1999-03-01 | 100.9715653831670 |
| 1999-04-01 | 97.9505811271556 |
| 1999-05-01 | 96.3165491403179 |
| 1999-06-01 | 97.5335477802521 |
| 1999-07-01 | 98.4694252420038 |
| 1999-08-01 | 98.7344038172024 |
| 1999-09-01 | 99.2223627794655 |
| 1999-10-01 | 98.7510852521790 |
| 1999-11-01 | 98.7765979457721 |
| 1999-12-01 | 100.5633175644470 |
| 2000-01-01 | 103.8773930139490 |
| 2000-02-01 | 103.4294829259230 |
| 2000-03-01 | 104.6061711606350 |
| 2000-04-01 | 103.4901592603110 |
| 2000-05-01 | 102.6723163414440 |
| 2000-06-01 | 103.3189781733390 |
| 2000-07-01 | 105.8059989564800 |
| 2000-08-01 | 102.8651882190700 |
| 2000-09-01 | 102.7367509196900 |
| 2000-10-01 | 101.2868877525470 |
| 2000-11-01 | 100.6591042284530 |
| 2000-12-01 | 100.9604032412590 |
| 2001-01-01 | 100.9191216697160 |
| 2001-02-01 | 100.0879646602050 |
| 2001-03-01 | 98.7578402216829 |
| 2001-04-01 | 98.3394187693438 |
| 2001-05-01 | 97.7434296354186 |
| 2001-06-01 | 96.7788291486064 |
| 2001-07-01 | 90.5168668435465 |
| 2001-08-01 | 89.9645784200356 |
| 2001-09-01 | 89.6179260634362 |
| 2001-10-01 | 88.3741334238170 |
| 2001-11-01 | 86.5698931282182 |
| 2001-12-01 | 84.5994910646215 |
| 2002-01-01 | 83.1246209268917 |
| 2002-02-01 | 82.4332231685975 |
| 2002-03-01 | 83.5621239161651 |
| 2002-04-01 | 84.9580066010696 |
| 2002-05-01 | 85.2951600474065 |
| 2002-06-01 | 85.8389996888704 |
| 2002-07-01 | 84.8948485508587 |
| 2002-08-01 | 85.5083183217118 |
| 2002-09-01 | 84.6980115474067 |
| 2002-10-01 | 84.2690335422149 |
| 2002-11-01 | 84.5802001506070 |
| 2002-12-01 | 84.1713692456784 |
| 2003-01-01 | 82.6345729288042 |
| 2003-02-01 | 79.8421361731078 |
| 2003-03-01 | 81.4941201830584 |
| 2003-04-01 | 81.2980369207220 |
| 2003-05-01 | 81.6899735583258 |
| 2003-06-01 | 80.8144656952852 |
| 2003-07-01 | 81.0235119411580 |
| 2003-08-01 | 81.8732796720066 |
| 2003-09-01 | 82.9295271340796 |
| 2003-10-01 | 83.9793442791545 |
| 2003-11-01 | 84.7018978990259 |
| 2003-12-01 | 85.6060420333565 |
| 2004-01-01 | 86.8652633739962 |
| 2004-02-01 | 87.7183188442811 |
| 2004-03-01 | 88.5931350725542 |
| 2004-04-01 | 88.2718900530490 |
| 2004-05-01 | 89.0222528691805 |
| 2004-06-01 | 89.8634894078409 |
| 2004-07-01 | 90.7099777099172 |
| 2004-08-01 | 90.3325881245750 |
| 2004-09-01 | 90.1787758498609 |
| 2004-10-01 | 91.3358709245994 |
| 2004-11-01 | 91.1705374122436 |
| 2004-12-01 | 91.6628255588600 |
| 2005-01-01 | 94.5512414234625 |
| 2005-02-01 | 94.9159445591804 |
| 2005-03-01 | 92.7087326875377 |
| 2005-04-01 | 94.2807615564456 |
| 2005-05-01 | 93.3628432129571 |
| 2005-06-01 | 93.8511207078870 |
| 2005-07-01 | 94.4233768462088 |
| 2005-08-01 | 94.1861074923779 |
| 2005-09-01 | 94.4921866077890 |
| 2005-10-01 | 94.7457103301269 |
| 2005-11-01 | 94.8264057393729 |
| 2005-12-01 | 94.7760950943509 |
| 2006-01-01 | 94.2569064983472 |
| 2006-02-01 | 94.7222412984867 |
| 2006-03-01 | 94.6862907289538 |
| 2006-04-01 | 94.1352498333452 |
| 2006-05-01 | 95.1912956873668 |
| 2006-06-01 | 95.5703862124820 |
| 2006-07-01 | 95.6631852632350 |
| 2006-08-01 | 96.4621382919285 |
| 2006-09-01 | 97.0179202365051 |
| 2006-10-01 | 97.3762082041712 |
| 2006-11-01 | 97.8298057860196 |
| 2006-12-01 | 97.7961179105268 |
| 2007-01-01 | 97.6948737248248 |
| 2007-02-01 | 98.0496153774942 |
| 2007-03-01 | 99.0785149850286 |
| 2007-04-01 | 99.4059070901498 |
| 2007-05-01 | 100.0296357398160 |
| 2007-06-01 | 100.7018692859090 |
| 2007-07-01 | 99.8979839415135 |
| 2007-08-01 | 99.4954644118130 |
| 2007-09-01 | 99.6914273421136 |
| 2007-10-01 | 97.8814961764318 |
| 2007-11-01 | 98.3380419356194 |
| 2007-12-01 | 98.8550720137349 |
| 2008-01-01 | 98.3088688381498 |
| 2008-02-01 | 97.2151019107423 |
| 2008-03-01 | 96.2389133960536 |
| 2008-04-01 | 96.0874632653943 |
| 2008-05-01 | 94.9929572916523 |
| 2008-06-01 | 92.6339866129958 |
| 2008-07-01 | 94.5738702793684 |
| 2008-08-01 | 94.0453384496690 |
| 2008-09-01 | 92.2667048562047 |
| 2008-10-01 | 88.4168301860854 |
| 2008-11-01 | 85.1639022026036 |
| 2008-12-01 | 82.8815520627552 |
| 2009-01-01 | 80.2988068770320 |
| 2009-02-01 | 78.2444980203329 |
| 2009-03-01 | 75.8366255632654 |
| 2009-04-01 | 73.1669877362686 |
| 2009-05-01 | 73.0977022745572 |
| 2009-06-01 | 72.4302575520522 |
| 2009-07-01 | 72.5226700536058 |
| 2009-08-01 | 73.9362404050031 |
| 2009-09-01 | 74.7968371452887 |
| 2009-10-01 | 76.7641906552143 |
| 2009-11-01 | 78.2388424684170 |
| 2009-12-01 | 79.3357951689503 |
| 2010-01-01 | 81.0078935033604 |
| 2010-02-01 | 82.1031068107327 |
| 2010-03-01 | 84.4315520881954 |
| 2010-04-01 | 87.6198946044859 |
| 2010-05-01 | 87.7635226084067 |
| 2010-06-01 | 88.8868142503149 |
| 2010-07-01 | 89.4931293068983 |
| 2010-08-01 | 90.2788473676837 |
| 2010-09-01 | 91.4996294914267 |
| 2010-10-01 | 93.4560563069718 |
| 2010-11-01 | 95.3198625077280 |
| 2010-12-01 | 98.2505031519900 |
| 2011-01-01 | 97.6921814919923 |
| 2011-02-01 | 99.1981786684005 |
| 2011-03-01 | 99.5255464051992 |
| 2011-04-01 | 100.6037834351980 |
| 2011-05-01 | 101.1232097110800 |
| 2011-06-01 | 101.1313302889760 |
| 2011-07-01 | 101.3747707250590 |
| 2011-08-01 | 101.9701261560110 |
| 2011-09-01 | 104.3102677226820 |
| 2011-10-01 | 101.2738604611850 |
| 2011-11-01 | 100.6850263733850 |
| 2011-12-01 | 100.7081752659570 |
| 2012-01-01 | 100.9381940305690 |
| 2012-02-01 | 100.5003433165270 |
| 2012-03-01 | 100.5506218553040 |
| 2012-04-01 | 99.9062372678105 |
| 2012-05-01 | 100.0185611512320 |
| 2012-06-01 | 99.7998113949759 |
| 2012-07-01 | 100.6955352174250 |
| 2012-08-01 | 100.1842441870840 |
| 2012-09-01 | 102.0121502340960 |
| 2012-10-01 | 99.6576996304917 |
| 2012-11-01 | 98.2957015418418 |
| 2012-12-01 | 99.9613830215715 |
| 2013-01-01 | 100.5041851750190 |
| 2013-02-01 | 101.5437278150340 |
| 2013-03-01 | 101.1658461560310 |
| 2013-04-01 | 100.2419727177190 |
| 2013-05-01 | 101.4081181093600 |
| 2013-06-01 | 103.0247670906800 |
| 2013-07-01 | 105.4230460514030 |
| 2013-08-01 | 106.9120751604480 |
| 2013-09-01 | 104.0919293834700 |
| 2013-10-01 | 103.8802622844120 |
| 2013-11-01 | 104.0834288643710 |
| 2013-12-01 | 103.5753283187040 |
| 2014-01-01 | 103.1450780166680 |
| 2014-02-01 | 103.4277842577830 |
| 2014-03-01 | 105.2900961566660 |
| 2014-04-01 | 107.2517302385970 |
| 2014-05-01 | 108.7976334993260 |
| 2014-06-01 | 109.8827389455170 |
| 2014-07-01 | 109.6871203467800 |
| 2014-08-01 | 111.8920441410620 |
| 2014-09-01 | 111.6298400842240 |
| 2014-10-01 | 112.1544783375240 |
| 2014-11-01 | 114.1755701820970 |
| 2014-12-01 | 115.5560906020910 |
| 2015-01-01 | 116.1538303199240 |
| 2015-02-01 | 116.3530506341410 |
| 2015-03-01 | 116.4899683213510 |
| 2015-04-01 | 115.4259630306380 |
| 2015-05-01 | 115.6568368546550 |
| 2015-06-01 | 115.9852463309710 |
| 2015-07-01 | 116.4835261496310 |
| 2015-08-01 | 116.4743697849060 |
| 2015-09-01 | 116.7313226047340 |
| 2015-10-01 | 120.0788263223970 |
| 2015-11-01 | 121.5177662851100 |
| 2015-12-01 | 123.6280433267880 |
| 2016-01-01 | 118.8037117462180 |
| 2016-02-01 | 117.9437999505090 |
| 2016-03-01 | 116.9646966394290 |
| 2016-04-01 | 118.3391785423750 |
| 2016-05-01 | 116.9853241784000 |
| 2016-06-01 | 115.3409375814120 |
| 2016-07-01 | 117.9481910319250 |
| 2016-08-01 | 116.6588905763270 |
| 2016-09-01 | 119.7382569529330 |
| 2016-10-01 | 118.8198503850790 |
| 2016-11-01 | 117.4132898239220 |
| 2016-12-01 | 118.6117081567500 |
| 2017-01-01 | 118.9777475408440 |
| 2017-02-01 | 117.7570653448850 |
| 2017-03-01 | 117.4700016014020 |
| 2017-04-01 | 116.5359953840570 |
| 2017-05-01 | 117.6350754491290 |
| 2017-06-01 | 116.8752447124170 |
| 2017-07-01 | 116.8355811319780 |
| 2017-08-01 | 116.7019155862050 |
| 2017-09-01 | 119.0250022501230 |
| 2017-10-01 | 115.8725689839590 |
| 2017-11-01 | 116.5121084942440 |
| 2017-12-01 | 116.5436005613490 |
| 2018-01-01 | 117.3000496343260 |
| 2018-02-01 | 117.3925353086540 |
| 2018-03-01 | 118.1882984310940 |
| 2018-04-01 | 119.3305691779270 |
| 2018-05-01 | 118.9698489623120 |
| 2018-06-01 | 118.1352072635970 |
| 2018-07-01 | 117.5376526702550 |
| 2018-08-01 | 117.9963352539140 |
| 2018-09-01 | 118.4700856019470 |
| 2018-10-01 | 118.1901951508280 |
| 2018-11-01 | 117.0799753793330 |
| 2018-12-01 | 116.9294551914040 |
| 2019-01-01 | 117.8555659342660 |
| 2019-02-01 | 118.6803941788430 |
| 2019-03-01 | 119.4449252700570 |
| 2019-04-01 | 119.9255500562380 |
| 2019-05-01 | 120.5121910112410 |
| 2019-06-01 | 120.0790402389790 |
| 2019-07-01 | 120.8638376815240 |
| 2019-08-01 | 123.2057701766240 |
| 2019-09-01 | 120.3784191460730 |
| 2019-10-01 | 119.3607195593060 |
| 2019-11-01 | 120.4772457135960 |
| 2019-12-01 | 119.9993822441150 |
| 2020-01-01 | 117.9028794941750 |
| 2020-02-01 | 117.7645642727670 |
| 2020-03-01 | 116.5436715323250 |
| 2020-04-01 | 83.8867985365522 |
| 2020-05-01 | 85.6827655974342 |
| 2020-06-01 | 91.2064332549721 |
| 2020-07-01 | 92.0521838664508 |
| 2020-08-01 | 95.1338218699667 |
| 2020-09-01 | 93.5058236098580 |
| 2020-10-01 | 100.8319523200320 |
| 2020-11-01 | 103.5957278934730 |
| 2020-12-01 | 105.5223137312910 |
| 2021-01-01 | 107.1742533725410 |
| 2021-02-01 | 108.3850880636000 |
| 2021-03-01 | 109.0628348113390 |
| 2021-04-01 | 108.9159505359850 |
| 2021-05-01 | 108.6016521720650 |
| 2021-06-01 | 110.8384535232120 |
| 2021-07-01 | 111.8166541178980 |
| 2021-08-01 | 112.0462568237520 |
| 2021-09-01 | 109.8348784925120 |
| 2021-10-01 | 114.6034614936840 |
| 2021-11-01 | 115.7360612534600 |
| 2021-12-01 | 117.6040522660080 |
| 2022-01-01 | 119.0348478065620 |
| 2022-02-01 | 122.8135498179620 |
| 2022-03-01 | 122.1443807456870 |
| 2022-04-01 | 121.7443366601200 |
| 2022-05-01 | 121.5477487987080 |
| 2022-06-01 | 122.1397683552270 |
| 2022-07-01 | 119.2313059038860 |
| 2022-08-01 | 118.6694222307320 |
| 2022-09-01 | 117.4297287865860 |
| 2022-10-01 | 117.3758337983000 |
| 2022-11-01 | 114.7651232170260 |
| 2022-12-01 | 114.7422794364590 |
| 2023-01-01 | 114.8659278242100 |
| 2023-02-01 | 113.6585521881320 |
| 2023-03-01 | 112.1884356882100 |
| 2023-04-01 | 111.9913400983720 |
| 2023-05-01 | 110.5812249547420 |
| 2023-06-01 | 108.5225678199850 |
| 2023-07-01 | 108.3333544969070 |
| 2023-08-01 | 106.8136284142720 |
| 2023-09-01 | 108.2733676336570 |
| 2023-10-01 | 105.7658375110760 |
| 2023-11-01 | 107.1749978371070 |
| 2023-12-01 | 104.6526830229760 |
| 2024-01-01 | 104.9415790393820 |
| 2024-02-01 | 103.8922082572650 |
| 2024-03-01 | 104.3710737381180 |
| 2024-04-01 | 104.5539541772030 |
| 2024-05-01 | 103.9974036749900 |
| 2024-06-01 | 101.8244959036750 |
| 2024-07-01 | 101.5791641031370 |
| 2024-08-01 | 102.1428850115620 |
| 2024-09-01 | 106.2397750357270 |
| 2024-10-01 | 103.9343352873570 |
| 2024-11-01 | 103.3085166601850 |
| 2024-12-01 | 102.1833465933790 |
| 2025-01-01 | 100.8618129973100 |
| 2025-02-01 | 101.4930915582010 |
| 2025-03-01 | 101.4469881729550 |
| 2025-04-01 | 100.4519737215410 |
| 2025-05-01 | 101.0545023934500 |
| 2025-06-01 | 101.0751588002580 |
| 2025-07-01 | 102.8874239495400 |
| 2025-08-01 | 100.6007792108490 |
| 2025-09-01 | 97.1928411521009 |
| 2025-10-01 | 96.8006762584802 |
| 2025-11-01 | 95.2453461104111 |
| 2025-12-01 | 97.7333514630052 |