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 2026-06-01 |
| Last Updated | 2026-07-22 9:57 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 | 50.0384110442909 |
| 1990-02-01 | 50.2941215923260 |
| 1990-03-01 | 50.5250489315804 |
| 1990-04-01 | 49.7303365739043 |
| 1990-05-01 | 49.6295506337172 |
| 1990-06-01 | 50.2059867433834 |
| 1990-07-01 | 49.0069505049490 |
| 1990-08-01 | 48.6887385671056 |
| 1990-09-01 | 48.3051610508869 |
| 1990-10-01 | 47.7465223758096 |
| 1990-11-01 | 47.9356467166760 |
| 1990-12-01 | 47.9180468500871 |
| 1991-01-01 | 46.7384976711081 |
| 1991-02-01 | 46.1300555056833 |
| 1991-03-01 | 46.3295779718762 |
| 1991-04-01 | 46.1256527082712 |
| 1991-05-01 | 46.2746084594536 |
| 1991-06-01 | 46.2101410869506 |
| 1991-07-01 | 45.3871819000444 |
| 1991-08-01 | 45.8401670661936 |
| 1991-09-01 | 45.9917467072468 |
| 1991-10-01 | 46.2311845347736 |
| 1991-11-01 | 46.1874209183015 |
| 1991-12-01 | 46.8843454756877 |
| 1992-01-01 | 48.5299344853152 |
| 1992-02-01 | 48.0861604221521 |
| 1992-03-01 | 47.8199967878382 |
| 1992-04-01 | 48.8501462199001 |
| 1992-05-01 | 48.7956096976897 |
| 1992-06-01 | 49.3342653819504 |
| 1992-07-01 | 50.5435115905880 |
| 1992-08-01 | 50.9160224065953 |
| 1992-09-01 | 51.6452840176481 |
| 1992-10-01 | 51.3669010245390 |
| 1992-11-01 | 51.4840081291200 |
| 1992-12-01 | 51.3238809537468 |
| 1993-01-01 | 52.2539471180983 |
| 1993-02-01 | 52.6481842439705 |
| 1993-03-01 | 52.4115347865665 |
| 1993-04-01 | 52.5940278075105 |
| 1993-05-01 | 53.2635065012429 |
| 1993-06-01 | 53.2396256588684 |
| 1993-07-01 | 54.0058681404186 |
| 1993-08-01 | 54.0615373137485 |
| 1993-09-01 | 54.2778781426361 |
| 1993-10-01 | 55.5708985447387 |
| 1993-11-01 | 56.4150766609059 |
| 1993-12-01 | 57.1386351901400 |
| 1994-01-01 | 56.6981690919668 |
| 1994-02-01 | 58.6226108010746 |
| 1994-03-01 | 61.3188076893619 |
| 1994-04-01 | 61.4102604752547 |
| 1994-05-01 | 61.7612469607963 |
| 1994-06-01 | 62.6504586205212 |
| 1994-07-01 | 63.4061444452664 |
| 1994-08-01 | 63.7689685671039 |
| 1994-09-01 | 64.5229557873037 |
| 1994-10-01 | 64.4738628528080 |
| 1994-11-01 | 65.0536764883593 |
| 1994-12-01 | 65.9756487397177 |
| 1995-01-01 | 65.6873957887868 |
| 1995-02-01 | 66.1364975448728 |
| 1995-03-01 | 66.1305550350313 |
| 1995-04-01 | 65.6281246003458 |
| 1995-05-01 | 66.2286379178847 |
| 1995-06-01 | 66.9125843856306 |
| 1995-07-01 | 67.1933367572376 |
| 1995-08-01 | 69.4367871697923 |
| 1995-09-01 | 69.4693635658960 |
| 1995-10-01 | 70.7743360026366 |
| 1995-11-01 | 71.1907166533775 |
| 1995-12-01 | 71.8084738864181 |
| 1996-01-01 | 69.3870117505858 |
| 1996-02-01 | 73.3283982087536 |
| 1996-03-01 | 72.4489596079625 |
| 1996-04-01 | 76.5191671698041 |
| 1996-05-01 | 76.6943274350375 |
| 1996-06-01 | 77.4797523779157 |
| 1996-07-01 | 77.5949161464365 |
| 1996-08-01 | 78.0700729472578 |
| 1996-09-01 | 78.2748049439368 |
| 1996-10-01 | 79.0584726250168 |
| 1996-11-01 | 79.9369245064043 |
| 1996-12-01 | 79.9571349417013 |
| 1997-01-01 | 81.2793924540370 |
| 1997-02-01 | 81.3701514784853 |
| 1997-03-01 | 81.4189695082160 |
| 1997-04-01 | 85.4438450984055 |
| 1997-05-01 | 86.2644896922074 |
| 1997-06-01 | 87.5518889613371 |
| 1997-07-01 | 88.8153241914223 |
| 1997-08-01 | 89.3176153705316 |
| 1997-09-01 | 90.3438531080691 |
| 1997-10-01 | 92.2093006631477 |
| 1997-11-01 | 93.1694459689452 |
| 1997-12-01 | 94.2357783624401 |
| 1998-01-01 | 93.7232826361769 |
| 1998-02-01 | 94.8853520187233 |
| 1998-03-01 | 94.7982268134733 |
| 1998-04-01 | 94.7945229330281 |
| 1998-05-01 | 96.5218092456401 |
| 1998-06-01 | 96.5959083119025 |
| 1998-07-01 | 96.3947937027801 |
| 1998-08-01 | 96.5687763536365 |
| 1998-09-01 | 96.1622902547046 |
| 1998-10-01 | 96.5428302435501 |
| 1998-11-01 | 97.0436745221211 |
| 1998-12-01 | 97.6382381086963 |
| 1999-01-01 | 98.9847528729416 |
| 1999-02-01 | 100.8495719564900 |
| 1999-03-01 | 100.9719304400630 |
| 1999-04-01 | 97.9510626162798 |
| 1999-05-01 | 96.3194014613079 |
| 1999-06-01 | 97.5345918877960 |
| 1999-07-01 | 98.4677106031416 |
| 1999-08-01 | 98.7336070621164 |
| 1999-09-01 | 99.2216133773370 |
| 1999-10-01 | 98.7505142456171 |
| 1999-11-01 | 98.7756691565581 |
| 1999-12-01 | 100.5630137654020 |
| 2000-01-01 | 103.8768769406070 |
| 2000-02-01 | 103.4299233529780 |
| 2000-03-01 | 104.6069796817960 |
| 2000-04-01 | 103.4913999691250 |
| 2000-05-01 | 102.6754743020060 |
| 2000-06-01 | 103.3212145407670 |
| 2000-07-01 | 105.8028027957180 |
| 2000-08-01 | 102.8636959756850 |
| 2000-09-01 | 102.7357117811990 |
| 2000-10-01 | 101.2860363284760 |
| 2000-11-01 | 100.6582668449830 |
| 2000-12-01 | 100.9602754389060 |
| 2001-01-01 | 100.9188185504420 |
| 2001-02-01 | 100.0883752209480 |
| 2001-03-01 | 98.7588469179031 |
| 2001-04-01 | 98.3408590814115 |
| 2001-05-01 | 97.7461953536202 |
| 2001-06-01 | 96.7817436912794 |
| 2001-07-01 | 90.5136160544536 |
| 2001-08-01 | 89.9628343262203 |
| 2001-09-01 | 89.6169207248598 |
| 2001-10-01 | 88.3733751862804 |
| 2001-11-01 | 86.5693855338249 |
| 2001-12-01 | 84.5996185637823 |
| 2002-01-01 | 83.1245617343898 |
| 2002-02-01 | 82.4334322261552 |
| 2002-03-01 | 83.5630370417828 |
| 2002-04-01 | 84.9592425306142 |
| 2002-05-01 | 85.2967090487371 |
| 2002-06-01 | 85.8408670278918 |
| 2002-07-01 | 84.8928438059462 |
| 2002-08-01 | 85.5069404875345 |
| 2002-09-01 | 84.6970897378022 |
| 2002-10-01 | 84.2684143003711 |
| 2002-11-01 | 84.5799328289825 |
| 2002-12-01 | 84.1714756482193 |
| 2003-01-01 | 82.6346715381189 |
| 2003-02-01 | 79.8422815183205 |
| 2003-03-01 | 81.4949205400363 |
| 2003-04-01 | 81.2987511607397 |
| 2003-05-01 | 81.6908708590632 |
| 2003-06-01 | 80.8153302082546 |
| 2003-07-01 | 81.0225902232795 |
| 2003-08-01 | 81.8724222492675 |
| 2003-09-01 | 82.9288573635173 |
| 2003-10-01 | 83.9789413423150 |
| 2003-11-01 | 84.7017541505406 |
| 2003-12-01 | 85.6061279906718 |
| 2004-01-01 | 86.8654160767759 |
| 2004-02-01 | 87.7184376688294 |
| 2004-03-01 | 88.5938499360445 |
| 2004-04-01 | 88.2722014231326 |
| 2004-05-01 | 89.0226354375227 |
| 2004-06-01 | 89.8635624490901 |
| 2004-07-01 | 90.7098159497364 |
| 2004-08-01 | 90.3322345885704 |
| 2004-09-01 | 90.1783313008533 |
| 2004-10-01 | 91.3356440103499 |
| 2004-11-01 | 91.1704521573534 |
| 2004-12-01 | 91.6627887102011 |
| 2005-01-01 | 94.5513624760828 |
| 2005-02-01 | 94.9160295026608 |
| 2005-03-01 | 92.7093717354820 |
| 2005-04-01 | 94.2807327780526 |
| 2005-05-01 | 93.3630009051333 |
| 2005-06-01 | 93.8510827241511 |
| 2005-07-01 | 94.4232755316807 |
| 2005-08-01 | 94.1859606810404 |
| 2005-09-01 | 94.4919897580158 |
| 2005-10-01 | 94.7456158198222 |
| 2005-11-01 | 94.8263523177347 |
| 2005-12-01 | 94.7760554909605 |
| 2006-01-01 | 94.2569702649484 |
| 2006-02-01 | 94.7223030576732 |
| 2006-03-01 | 94.6867139763233 |
| 2006-04-01 | 94.1351972649035 |
| 2006-05-01 | 95.1913459617456 |
| 2006-06-01 | 95.5703306892231 |
| 2006-07-01 | 95.6630905240660 |
| 2006-08-01 | 96.4620699755969 |
| 2006-09-01 | 97.0178520722797 |
| 2006-10-01 | 97.3761695498686 |
| 2006-11-01 | 97.8297691899845 |
| 2006-12-01 | 97.7960859217302 |
| 2007-01-01 | 97.6949005837598 |
| 2007-02-01 | 98.0496507229852 |
| 2007-03-01 | 99.0787448447370 |
| 2007-04-01 | 99.4059863626812 |
| 2007-05-01 | 100.0296555714070 |
| 2007-06-01 | 100.7018252523350 |
| 2007-07-01 | 99.8978672878289 |
| 2007-08-01 | 99.4953990594071 |
| 2007-09-01 | 99.6914061072920 |
| 2007-10-01 | 97.8814662650094 |
| 2007-11-01 | 98.3380200508694 |
| 2007-12-01 | 98.8550688002099 |
| 2008-01-01 | 98.3088802657466 |
| 2008-02-01 | 97.2151205643707 |
| 2008-03-01 | 96.2389300348657 |
| 2008-04-01 | 96.0877316182737 |
| 2008-05-01 | 94.9929597858117 |
| 2008-06-01 | 92.6339678042001 |
| 2008-07-01 | 94.5737531724556 |
| 2008-08-01 | 94.0452855061686 |
| 2008-09-01 | 92.2666669079589 |
| 2008-10-01 | 88.4167709634186 |
| 2008-11-01 | 85.1638420485408 |
| 2008-12-01 | 82.8816169043638 |
| 2009-01-01 | 80.2987525932275 |
| 2009-02-01 | 78.2444724964937 |
| 2009-03-01 | 75.8366420317004 |
| 2009-04-01 | 73.1673460288701 |
| 2009-05-01 | 73.0977424469153 |
| 2009-06-01 | 72.4302621101305 |
| 2009-07-01 | 72.5225870539188 |
| 2009-08-01 | 73.9361648213837 |
| 2009-09-01 | 74.7966826512409 |
| 2009-10-01 | 76.7640907010859 |
| 2009-11-01 | 78.2387304737484 |
| 2009-12-01 | 79.3358743449436 |
| 2010-01-01 | 81.0077412943701 |
| 2010-02-01 | 82.1030774202686 |
| 2010-03-01 | 84.4317224136957 |
| 2010-04-01 | 87.6205347254552 |
| 2010-05-01 | 87.7637531549271 |
| 2010-06-01 | 88.8868780843011 |
| 2010-07-01 | 89.4930418782036 |
| 2010-08-01 | 90.2787589242360 |
| 2010-09-01 | 91.4988507057858 |
| 2010-10-01 | 93.4558407641541 |
| 2010-11-01 | 95.3198563983082 |
| 2010-12-01 | 98.2505269939553 |
| 2011-01-01 | 97.6918064119782 |
| 2011-02-01 | 99.1979356678661 |
| 2011-03-01 | 99.5254705499542 |
| 2011-04-01 | 100.6068845409720 |
| 2011-05-01 | 101.1231196080180 |
| 2011-06-01 | 101.1310875270410 |
| 2011-07-01 | 101.3743074697480 |
| 2011-08-01 | 101.9696826398230 |
| 2011-09-01 | 104.3084181920510 |
| 2011-10-01 | 101.2736367966040 |
| 2011-11-01 | 100.6856192302110 |
| 2011-12-01 | 100.7083025390180 |
| 2012-01-01 | 100.9379138335900 |
| 2012-02-01 | 100.4999903781660 |
| 2012-03-01 | 100.5502958039040 |
| 2012-04-01 | 99.9116384328105 |
| 2012-05-01 | 100.0181114651460 |
| 2012-06-01 | 99.7991113901839 |
| 2012-07-01 | 100.6941573752660 |
| 2012-08-01 | 100.1826578506300 |
| 2012-09-01 | 102.0087231624320 |
| 2012-10-01 | 99.6571719589616 |
| 2012-11-01 | 98.2974978628069 |
| 2012-12-01 | 99.9630696415367 |
| 2013-01-01 | 100.5054596667050 |
| 2013-02-01 | 101.5438878592940 |
| 2013-03-01 | 101.1650914632890 |
| 2013-04-01 | 100.2491666909480 |
| 2013-05-01 | 101.4062894617370 |
| 2013-06-01 | 103.0226772466330 |
| 2013-07-01 | 105.4204254458190 |
| 2013-08-01 | 106.9090494377170 |
| 2013-09-01 | 104.0828607954140 |
| 2013-10-01 | 103.8766104417150 |
| 2013-11-01 | 104.0936628714970 |
| 2013-12-01 | 103.5806725959210 |
| 2014-01-01 | 103.1485361469120 |
| 2014-02-01 | 103.4296689651100 |
| 2014-03-01 | 105.2897970514700 |
| 2014-04-01 | 107.2561025910000 |
| 2014-05-01 | 108.7949021918680 |
| 2014-06-01 | 109.8751138549590 |
| 2014-07-01 | 109.6822957651160 |
| 2014-08-01 | 111.8977267617480 |
| 2014-09-01 | 111.6060543054480 |
| 2014-10-01 | 112.1472394159850 |
| 2014-11-01 | 114.1927785816310 |
| 2014-12-01 | 115.5584672287070 |
| 2015-01-01 | 116.1893505478820 |
| 2015-02-01 | 116.3486960228750 |
| 2015-03-01 | 116.4849763627890 |
| 2015-04-01 | 115.4239100679320 |
| 2015-05-01 | 115.6501226241970 |
| 2015-06-01 | 115.9672485754230 |
| 2015-07-01 | 116.4741225400630 |
| 2015-08-01 | 116.4906741968380 |
| 2015-09-01 | 116.6990688942870 |
| 2015-10-01 | 120.0748786495400 |
| 2015-11-01 | 121.5534460290620 |
| 2015-12-01 | 123.6386610857360 |
| 2016-01-01 | 118.8797791642450 |
| 2016-02-01 | 117.9307554561220 |
| 2016-03-01 | 116.9388681277150 |
| 2016-04-01 | 118.3013756641750 |
| 2016-05-01 | 116.9428387825060 |
| 2016-06-01 | 115.2890714047190 |
| 2016-07-01 | 117.9247020818520 |
| 2016-08-01 | 116.6965940184870 |
| 2016-09-01 | 119.7387955732760 |
| 2016-10-01 | 118.8675228991900 |
| 2016-11-01 | 117.4914164426900 |
| 2016-12-01 | 118.6597952093750 |
| 2017-01-01 | 119.1095966270200 |
| 2017-02-01 | 117.7222285288540 |
| 2017-03-01 | 117.3783553384000 |
| 2017-04-01 | 116.4003950270640 |
| 2017-05-01 | 117.4837164920530 |
| 2017-06-01 | 116.7411839509190 |
| 2017-07-01 | 116.7803719320830 |
| 2017-08-01 | 116.7797555613070 |
| 2017-09-01 | 119.1301417545710 |
| 2017-10-01 | 116.0312324778850 |
| 2017-11-01 | 116.7274567361590 |
| 2017-12-01 | 116.7113375438490 |
| 2018-01-01 | 117.4488123490300 |
| 2018-02-01 | 117.3416593729610 |
| 2018-03-01 | 117.9700013191160 |
| 2018-04-01 | 119.0255388719050 |
| 2018-05-01 | 118.4688290955310 |
| 2018-06-01 | 117.8854613703410 |
| 2018-07-01 | 117.4661348738800 |
| 2018-08-01 | 118.1299875804700 |
| 2018-09-01 | 118.7652656762100 |
| 2018-10-01 | 118.6254475288630 |
| 2018-11-01 | 117.4869398642600 |
| 2018-12-01 | 117.2184723511090 |
| 2019-01-01 | 117.9944701022810 |
| 2019-02-01 | 118.5807738305140 |
| 2019-03-01 | 119.0920483286760 |
| 2019-04-01 | 119.4895660526680 |
| 2019-05-01 | 119.4493770025840 |
| 2019-06-01 | 119.7717087401400 |
| 2019-07-01 | 120.8150169265170 |
| 2019-08-01 | 123.4207019905290 |
| 2019-09-01 | 120.8506717546600 |
| 2019-10-01 | 120.0768307657000 |
| 2019-11-01 | 121.0765755779780 |
| 2019-12-01 | 120.3798083891300 |
| 2020-01-01 | 117.9976582032740 |
| 2020-02-01 | 117.6283488410000 |
| 2020-03-01 | 116.1149492169850 |
| 2020-04-01 | 83.5463420332058 |
| 2020-05-01 | 84.5980013571737 |
| 2020-06-01 | 90.9883181320739 |
| 2020-07-01 | 92.0566941982140 |
| 2020-08-01 | 95.3172569041128 |
| 2020-09-01 | 93.9525597448092 |
| 2020-10-01 | 101.6078069158020 |
| 2020-11-01 | 104.1452580894430 |
| 2020-12-01 | 105.8136627328940 |
| 2021-01-01 | 107.1896991652330 |
| 2021-02-01 | 108.2014694208210 |
| 2021-03-01 | 108.6660703440680 |
| 2021-04-01 | 108.5259181609460 |
| 2021-05-01 | 107.2423475643190 |
| 2021-06-01 | 110.6728011448470 |
| 2021-07-01 | 111.8867451391940 |
| 2021-08-01 | 112.2911732674070 |
| 2021-09-01 | 110.2774200300150 |
| 2021-10-01 | 115.3193254119550 |
| 2021-11-01 | 116.4253657788960 |
| 2021-12-01 | 117.7805258925270 |
| 2022-01-01 | 118.9469494232360 |
| 2022-02-01 | 122.5246782782930 |
| 2022-03-01 | 121.6744435886770 |
| 2022-04-01 | 121.3648937458210 |
| 2022-05-01 | 120.5926695349770 |
| 2022-06-01 | 121.9144412494930 |
| 2022-07-01 | 119.5296637063160 |
| 2022-08-01 | 119.1011436553550 |
| 2022-09-01 | 117.5264476644000 |
| 2022-10-01 | 118.0192693060540 |
| 2022-11-01 | 115.4868563086950 |
| 2022-12-01 | 114.7537435126050 |
| 2023-01-01 | 114.4832754946970 |
| 2023-02-01 | 113.2730094383070 |
| 2023-03-01 | 111.7638465607480 |
| 2023-04-01 | 111.5862823378840 |
| 2023-05-01 | 110.1100337212310 |
| 2023-06-01 | 108.3202599184490 |
| 2023-07-01 | 109.2398095013860 |
| 2023-08-01 | 107.7612945684060 |
| 2023-09-01 | 107.6975034075040 |
| 2023-10-01 | 106.1771751363260 |
| 2023-11-01 | 107.9662340641370 |
| 2023-12-01 | 104.5991031538320 |
| 2024-01-01 | 104.1648144520070 |
| 2024-02-01 | 103.4653532133300 |
| 2024-03-01 | 104.0239310151120 |
| 2024-04-01 | 103.3805440927830 |
| 2024-05-01 | 103.0177446242880 |
| 2024-06-01 | 100.9417839258900 |
| 2024-07-01 | 102.7008246167520 |
| 2024-08-01 | 103.2867025487140 |
| 2024-09-01 | 104.4368967767060 |
| 2024-10-01 | 103.1743849167420 |
| 2024-11-01 | 104.5257153780710 |
| 2024-12-01 | 103.6705802211930 |
| 2025-01-01 | 103.0218950584510 |
| 2025-02-01 | 103.2598010154660 |
| 2025-03-01 | 103.2073894663680 |
| 2025-04-01 | 102.6048404244970 |
| 2025-05-01 | 103.4572873745150 |
| 2025-06-01 | 103.0835371740710 |
| 2025-07-01 | 102.4339921806890 |
| 2025-08-01 | 100.8404594825710 |
| 2025-09-01 | 103.5412152257540 |
| 2025-10-01 | 105.7982643970510 |
| 2025-11-01 | 104.2700431105690 |
| 2025-12-01 | 106.3745330762690 |
| 2026-01-01 | 107.2082251759030 |
| 2026-02-01 | 107.4363991251560 |
| 2026-03-01 | 107.8714277286860 |
| 2026-04-01 | 110.3413186211700 |
| 2026-05-01 | 109.8186254311190 |
| 2026-06-01 | 109.2968899462490 |