Table Data - All Employees: Professional and Business Services: Employment Services in Pennsylvania
NOTE: To improve accessibility of data for all users, this file was converted from a text format to an html table.
| 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 2024-05-01 |
| Last Updated | 2024-06-26 4:45 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 | 50.038484175648300 |
| 1990-02-01 | 50.294160673680900 |
| 1990-03-01 | 50.519639153397400 |
| 1990-04-01 | 49.730278155749700 |
| 1990-05-01 | 49.629559712590506 |
| 1990-06-01 | 50.206826849287610 |
| 1990-07-01 | 49.007067962799795 |
| 1990-08-01 | 48.689038129337504 |
| 1990-09-01 | 48.306019163077295 |
| 1990-10-01 | 47.746947286131004 |
| 1990-11-01 | 47.936043587066900 |
| 1990-12-01 | 47.919921201168300 |
| 1991-01-01 | 46.738643221301200 |
| 1991-02-01 | 46.130197953982200 |
| 1991-03-01 | 46.324361459596005 |
| 1991-04-01 | 46.125671311219210 |
| 1991-05-01 | 46.274681180797000 |
| 1991-06-01 | 46.210751913178400 |
| 1991-07-01 | 45.387339247398300 |
| 1991-08-01 | 45.840423602180500 |
| 1991-09-01 | 45.992690269650204 |
| 1991-10-01 | 46.231588532061394 |
| 1991-11-01 | 46.187833898020706 |
| 1991-12-01 | 46.886024199714406 |
| 1992-01-01 | 48.530684856218606 |
| 1992-02-01 | 48.086687526065205 |
| 1992-03-01 | 47.813409355993500 |
| 1992-04-01 | 48.850279779201400 |
| 1992-05-01 | 48.795683314851890 |
| 1992-06-01 | 49.334666937221800 |
| 1992-07-01 | 50.543824953136610 |
| 1992-08-01 | 50.916502245394604 |
| 1992-09-01 | 51.646582325264795 |
| 1992-10-01 | 51.367341400833500 |
| 1992-11-01 | 51.484674970477200 |
| 1992-12-01 | 51.325801696364400 |
| 1993-01-01 | 52.255309370999896 |
| 1993-02-01 | 52.648306628839800 |
| 1993-03-01 | 52.404609275532500 |
| 1993-04-01 | 52.593128922170800 |
| 1993-05-01 | 53.262849264673100 |
| 1993-06-01 | 53.239515470313700 |
| 1993-07-01 | 54.006026884315990 |
| 1993-08-01 | 54.064378597151794 |
| 1993-09-01 | 54.278601119535000 |
| 1993-10-01 | 55.571502054615790 |
| 1993-11-01 | 56.416098434181800 |
| 1993-12-01 | 57.140118865833700 |
| 1994-01-01 | 56.702571826281500 |
| 1994-02-01 | 58.622918468859000 |
| 1994-03-01 | 61.309923357005700 |
| 1994-04-01 | 61.403519746133604 |
| 1994-05-01 | 61.761406270507400 |
| 1994-06-01 | 62.650655038434000 |
| 1994-07-01 | 63.406297223236510 |
| 1994-08-01 | 63.775456012919290 |
| 1994-09-01 | 64.523513299755410 |
| 1994-10-01 | 64.474606660155900 |
| 1994-11-01 | 65.054812477036800 |
| 1994-12-01 | 65.976917559441600 |
| 1995-01-01 | 65.695309271616400 |
| 1995-02-01 | 66.135384636708500 |
| 1995-03-01 | 66.121149529827700 |
| 1995-04-01 | 65.615445192148100 |
| 1995-05-01 | 66.230369671155800 |
| 1995-06-01 | 66.913634746845800 |
| 1995-07-01 | 67.193726667435600 |
| 1995-08-01 | 69.447152478280700 |
| 1995-09-01 | 69.469066251494000 |
| 1995-10-01 | 70.774736160720100 |
| 1995-11-01 | 71.190934756866410 |
| 1995-12-01 | 71.808226834125790 |
| 1996-01-01 | 69.397673814342000 |
| 1996-02-01 | 73.326516627743800 |
| 1996-03-01 | 72.438673592192100 |
| 1996-04-01 | 76.500698704581600 |
| 1996-05-01 | 76.700286932471800 |
| 1996-06-01 | 77.483439335560700 |
| 1996-07-01 | 77.596991700062090 |
| 1996-08-01 | 78.079077152963490 |
| 1996-09-01 | 78.274574156849700 |
| 1996-10-01 | 79.058081406282700 |
| 1996-11-01 | 79.935252957282900 |
| 1996-12-01 | 79.955277324327300 |
| 1997-01-01 | 81.286534839993100 |
| 1997-02-01 | 81.369115868826710 |
| 1997-03-01 | 81.410490286490600 |
| 1997-04-01 | 85.426898330396000 |
| 1997-05-01 | 86.283301729943600 |
| 1997-06-01 | 87.552686025661090 |
| 1997-07-01 | 88.816223079745900 |
| 1997-08-01 | 89.323003588468710 |
| 1997-09-01 | 90.342654498855310 |
| 1997-10-01 | 92.207369491319600 |
| 1997-11-01 | 93.162389895475780 |
| 1997-12-01 | 94.231594422987710 |
| 1998-01-01 | 93.727225802220500 |
| 1998-02-01 | 94.888384371369100 |
| 1998-03-01 | 94.796191312993200 |
| 1998-04-01 | 94.778313232587000 |
| 1998-05-01 | 96.555925359181900 |
| 1998-06-01 | 96.592822056613400 |
| 1998-07-01 | 96.388717454273200 |
| 1998-08-01 | 96.569248205136590 |
| 1998-09-01 | 96.161124767258200 |
| 1998-10-01 | 96.540025515309410 |
| 1998-11-01 | 97.032498446862700 |
| 1998-12-01 | 97.634234950757900 |
| 1999-01-01 | 98.986779742022590 |
| 1999-02-01 | 100.857997263129010 |
| 1999-03-01 | 100.976810321728000 |
| 1999-04-01 | 97.934143545319100 |
| 1999-05-01 | 96.362122141321300 |
| 1999-06-01 | 97.520978153954790 |
| 1999-07-01 | 98.455738304062500 |
| 1999-08-01 | 98.733799258101000 |
| 1999-09-01 | 99.222071061154900 |
| 1999-10-01 | 98.747838077793720 |
| 1999-11-01 | 98.762009848283900 |
| 1999-12-01 | 100.561058453722000 |
| 2000-01-01 | 103.889549349120000 |
| 2000-02-01 | 103.437740782227000 |
| 2000-03-01 | 104.613654871230000 |
| 2000-04-01 | 103.476750754210000 |
| 2000-05-01 | 102.701596888262000 |
| 2000-06-01 | 103.304716069021000 |
| 2000-07-01 | 105.789717646523000 |
| 2000-08-01 | 102.866885718918000 |
| 2000-09-01 | 102.738847331681000 |
| 2000-10-01 | 101.284905091751000 |
| 2000-11-01 | 100.650318348267990 |
| 2000-12-01 | 100.961488097226010 |
| 2001-01-01 | 100.936702890478000 |
| 2001-02-01 | 100.094075217106990 |
| 2001-03-01 | 98.763172180985500 |
| 2001-04-01 | 98.333418679767300 |
| 2001-05-01 | 97.737172968150600 |
| 2001-06-01 | 96.766450061434810 |
| 2001-07-01 | 90.512667535677000 |
| 2001-08-01 | 89.967973578136510 |
| 2001-09-01 | 89.621827517709400 |
| 2001-10-01 | 88.374816976914800 |
| 2001-11-01 | 86.567876890356000 |
| 2001-12-01 | 84.601636352278200 |
| 2002-01-01 | 83.142219188477800 |
| 2002-02-01 | 82.435478654961600 |
| 2002-03-01 | 83.564132144184410 |
| 2002-04-01 | 84.958681779478800 |
| 2002-05-01 | 85.262327067056500 |
| 2002-06-01 | 85.835017014097700 |
| 2002-07-01 | 84.896868352981000 |
| 2002-08-01 | 85.513356688208900 |
| 2002-09-01 | 84.701617866341100 |
| 2002-10-01 | 84.272113436843500 |
| 2002-11-01 | 84.583452616954200 |
| 2002-12-01 | 84.174874399611800 |
| 2003-01-01 | 82.646899679888800 |
| 2003-02-01 | 79.843859515113300 |
| 2003-03-01 | 81.496573232622200 |
| 2003-04-01 | 81.302620518728400 |
| 2003-05-01 | 81.642239688631210 |
| 2003-06-01 | 80.816954261229300 |
| 2003-07-01 | 81.030154622246800 |
| 2003-08-01 | 81.878284564866290 |
| 2003-09-01 | 82.932167227213400 |
| 2003-10-01 | 83.984263938660000 |
| 2003-11-01 | 84.705913155950200 |
| 2003-12-01 | 85.609061870140900 |
| 2004-01-01 | 86.874396920190690 |
| 2004-02-01 | 87.719803925367200 |
| 2004-03-01 | 88.593991055857910 |
| 2004-04-01 | 88.275407802032790 |
| 2004-05-01 | 88.978972027907200 |
| 2004-06-01 | 89.867669337634080 |
| 2004-07-01 | 90.714735259000800 |
| 2004-08-01 | 90.337971042137510 |
| 2004-09-01 | 90.180197970828590 |
| 2004-10-01 | 91.341163333893500 |
| 2004-11-01 | 91.174472867002600 |
| 2004-12-01 | 91.665821201494910 |
| 2005-01-01 | 94.556879581023900 |
| 2005-02-01 | 94.917064373184590 |
| 2005-03-01 | 92.708836872428920 |
| 2005-04-01 | 94.284840068974920 |
| 2005-05-01 | 93.327897627470100 |
| 2005-06-01 | 93.854975713539290 |
| 2005-07-01 | 94.427658665860590 |
| 2005-08-01 | 94.190336596905280 |
| 2005-09-01 | 94.493414138378410 |
| 2005-10-01 | 94.749868360766410 |
| 2005-11-01 | 94.829106445054800 |
| 2005-12-01 | 94.777464381427210 |
| 2006-01-01 | 94.260321290217700 |
| 2006-02-01 | 94.723067502597200 |
| 2006-03-01 | 94.684837296240190 |
| 2006-04-01 | 94.135393569338920 |
| 2006-05-01 | 95.176488430437420 |
| 2006-06-01 | 95.569955044300190 |
| 2006-07-01 | 95.664926867837300 |
| 2006-08-01 | 96.464843670116710 |
| 2006-09-01 | 97.019104324037000 |
| 2006-10-01 | 97.378547886254900 |
| 2006-11-01 | 97.831403355812000 |
| 2006-12-01 | 97.796980980309700 |
| 2007-01-01 | 97.696576678775290 |
| 2007-02-01 | 98.049889185484290 |
| 2007-03-01 | 99.077678372503090 |
| 2007-04-01 | 99.405883888773500 |
| 2007-05-01 | 100.022118881341000 |
| 2007-06-01 | 100.700891185351010 |
| 2007-07-01 | 99.899151749673410 |
| 2007-08-01 | 99.496872068317800 |
| 2007-09-01 | 99.692490697290710 |
| 2007-10-01 | 97.882644591714400 |
| 2007-11-01 | 98.338845537943100 |
| 2007-12-01 | 98.855434087947200 |
| 2008-01-01 | 98.309203007265100 |
| 2008-02-01 | 97.215218472056500 |
| 2008-03-01 | 96.238616995291800 |
| 2008-04-01 | 96.086289980476310 |
| 2008-05-01 | 94.992235469548800 |
| 2008-06-01 | 92.632588108682100 |
| 2008-07-01 | 94.574102767547200 |
| 2008-08-01 | 94.045828705804600 |
| 2008-09-01 | 92.267106889333090 |
| 2008-10-01 | 88.417287204996000 |
| 2008-11-01 | 85.164259913574500 |
| 2008-12-01 | 82.881910476547590 |
| 2009-01-01 | 80.298940845554410 |
| 2009-02-01 | 78.244551824364210 |
| 2009-03-01 | 75.836570371969300 |
| 2009-04-01 | 73.166221176426490 |
| 2009-05-01 | 73.097521539485500 |
| 2009-06-01 | 72.429727049430000 |
| 2009-07-01 | 72.522729996068590 |
| 2009-08-01 | 73.936363554933790 |
| 2009-09-01 | 74.797027694238990 |
| 2009-10-01 | 76.764478640021000 |
| 2009-11-01 | 78.239117767770600 |
| 2009-12-01 | 79.336294553479700 |
| 2010-01-01 | 81.008023830154580 |
| 2010-02-01 | 82.103085903492500 |
| 2010-03-01 | 84.431334315249400 |
| 2010-04-01 | 87.618836104492300 |
| 2010-05-01 | 87.763174085868800 |
| 2010-06-01 | 88.886530341482910 |
| 2010-07-01 | 89.493048354614090 |
| 2010-08-01 | 90.278790016699290 |
| 2010-09-01 | 91.500289020956290 |
| 2010-10-01 | 93.456161323602900 |
| 2010-11-01 | 95.320839279956000 |
| 2010-12-01 | 98.251300490468010 |
| 2011-01-01 | 97.692485343628190 |
| 2011-02-01 | 99.198373860184400 |
| 2011-03-01 | 99.525531682212400 |
| 2011-04-01 | 100.600183747659000 |
| 2011-05-01 | 101.122706106796000 |
| 2011-06-01 | 101.130758740398010 |
| 2011-07-01 | 101.374637100289010 |
| 2011-08-01 | 101.970371390202000 |
| 2011-09-01 | 104.311949019383000 |
| 2011-10-01 | 101.274350099149000 |
| 2011-11-01 | 100.687333390262000 |
| 2011-12-01 | 100.709243250535000 |
| 2012-01-01 | 100.938752891103990 |
| 2012-02-01 | 100.500550144312000 |
| 2012-03-01 | 100.550281123712010 |
| 2012-04-01 | 99.899453190136200 |
| 2012-05-01 | 100.016802641789000 |
| 2012-06-01 | 99.798124319522200 |
| 2012-07-01 | 100.695426338062990 |
| 2012-08-01 | 100.185803074232010 |
| 2012-09-01 | 102.016315578778990 |
| 2012-10-01 | 99.660113760805800 |
| 2012-11-01 | 98.299894303093910 |
| 2012-12-01 | 99.962380757214200 |
| 2013-01-01 | 100.504172007663000 |
| 2013-02-01 | 101.543199262080010 |
| 2013-03-01 | 101.164190215772990 |
| 2013-04-01 | 100.230702665830990 |
| 2013-05-01 | 101.404109172087000 |
| 2013-06-01 | 103.020752302734000 |
| 2013-07-01 | 105.422069006588000 |
| 2013-08-01 | 106.914093558472000 |
| 2013-09-01 | 104.108976708464000 |
| 2013-10-01 | 103.881357023526010 |
| 2013-11-01 | 104.094168979880010 |
| 2013-12-01 | 103.575141240463010 |
| 2014-01-01 | 103.141163581229990 |
| 2014-02-01 | 103.423841058834000 |
| 2014-03-01 | 105.284132252039000 |
| 2014-04-01 | 107.237870851735990 |
| 2014-05-01 | 108.789111449048010 |
| 2014-06-01 | 109.876027066515010 |
| 2014-07-01 | 109.680105281522000 |
| 2014-08-01 | 111.897605825102000 |
| 2014-09-01 | 111.679013772681000 |
| 2014-10-01 | 112.147744182436010 |
| 2014-11-01 | 114.191949762840990 |
| 2014-12-01 | 115.555704431243000 |
| 2015-01-01 | 116.133823696581000 |
| 2015-02-01 | 116.345650845002000 |
| 2015-03-01 | 116.480126038227000 |
| 2015-04-01 | 115.410977962511990 |
| 2015-05-01 | 115.645611000131000 |
| 2015-06-01 | 115.978389307227000 |
| 2015-07-01 | 116.471247841547000 |
| 2015-08-01 | 116.483420410499990 |
| 2015-09-01 | 116.815030220742000 |
| 2015-10-01 | 120.059909296652000 |
| 2015-11-01 | 121.536505263992990 |
| 2015-12-01 | 123.624348108004000 |
| 2016-01-01 | 118.765645721111000 |
| 2016-02-01 | 117.933172645193990 |
| 2016-03-01 | 116.954914840025990 |
| 2016-04-01 | 118.329726357960000 |
| 2016-05-01 | 116.977711289585000 |
| 2016-06-01 | 115.339668315344010 |
| 2016-07-01 | 117.934455755950000 |
| 2016-08-01 | 116.674465788761010 |
| 2016-09-01 | 119.831390671965010 |
| 2016-10-01 | 118.796360603596000 |
| 2016-11-01 | 117.417593432290000 |
| 2016-12-01 | 118.603843424009000 |
| 2017-01-01 | 118.925508239414000 |
| 2017-02-01 | 117.746839973631000 |
| 2017-03-01 | 117.467393817955000 |
| 2017-04-01 | 116.540525192814000 |
| 2017-05-01 | 117.641852562198010 |
| 2017-06-01 | 116.883179388988990 |
| 2017-07-01 | 116.830551422955000 |
| 2017-08-01 | 116.719994637117990 |
| 2017-09-01 | 119.088688353811000 |
| 2017-10-01 | 115.840542011128010 |
| 2017-11-01 | 116.507122017283000 |
| 2017-12-01 | 116.526588633199010 |
| 2018-01-01 | 117.251621128080000 |
| 2018-02-01 | 117.372437624365000 |
| 2018-03-01 | 118.179688413156000 |
| 2018-04-01 | 119.373168526530000 |
| 2018-05-01 | 119.023768404944990 |
| 2018-06-01 | 118.142312132057000 |
| 2018-07-01 | 117.530999201709010 |
| 2018-08-01 | 118.013340788376010 |
| 2018-09-01 | 118.487736939012000 |
| 2018-10-01 | 118.148614185786000 |
| 2018-11-01 | 117.068728962146000 |
| 2018-12-01 | 116.904971409381000 |
| 2019-01-01 | 117.810810235230010 |
| 2019-02-01 | 118.649214718493000 |
| 2019-03-01 | 119.423617357349000 |
| 2019-04-01 | 119.995322397118000 |
| 2019-05-01 | 120.663022441843000 |
| 2019-06-01 | 120.078535457786000 |
| 2019-07-01 | 120.851817873454000 |
| 2019-08-01 | 123.222108287295000 |
| 2019-09-01 | 120.358014615318000 |
| 2019-10-01 | 119.281866011308990 |
| 2019-11-01 | 120.441412185734010 |
| 2019-12-01 | 119.961930196096000 |
| 2020-01-01 | 117.882065708980010 |
| 2020-02-01 | 117.653673829510000 |
| 2020-03-01 | 116.567110758463000 |
| 2020-04-01 | 83.983407831111900 |
| 2020-05-01 | 85.873232441017900 |
| 2020-06-01 | 91.209002555303900 |
| 2020-07-01 | 92.042178867108290 |
| 2020-08-01 | 95.139207224002590 |
| 2020-09-01 | 93.459361006707000 |
| 2020-10-01 | 100.732446446246000 |
| 2020-11-01 | 103.473087233216000 |
| 2020-12-01 | 105.437742813222000 |
| 2021-01-01 | 107.146908411700000 |
| 2021-02-01 | 108.227289734843990 |
| 2021-03-01 | 109.196265454435010 |
| 2021-04-01 | 109.147056574367010 |
| 2021-05-01 | 109.038233636372000 |
| 2021-06-01 | 110.764153215440000 |
| 2021-07-01 | 111.911915094197000 |
| 2021-08-01 | 112.082309201598000 |
| 2021-09-01 | 109.774915370216010 |
| 2021-10-01 | 114.314470422596000 |
| 2021-11-01 | 115.414132481713010 |
| 2021-12-01 | 117.208215903925990 |
| 2022-01-01 | 119.119809770956000 |
| 2022-02-01 | 122.435322377397000 |
| 2022-03-01 | 122.606271457649000 |
| 2022-04-01 | 122.200008844242000 |
| 2022-05-01 | 122.571727738649000 |
| 2022-06-01 | 121.888262569764990 |
| 2022-07-01 | 119.422464982920000 |
| 2022-08-01 | 118.721061834288010 |
| 2022-09-01 | 117.333268243810010 |
| 2022-10-01 | 116.965258806558000 |
| 2022-11-01 | 114.121986119894000 |
| 2022-12-01 | 113.950207518815000 |
| 2023-01-01 | 114.895186709157000 |
| 2023-02-01 | 113.210389348087000 |
| 2023-03-01 | 112.993489529256990 |
| 2023-04-01 | 112.581529300466000 |
| 2023-05-01 | 112.147161018061010 |
| 2023-06-01 | 107.852302715211000 |
| 2023-07-01 | 108.514767763131000 |
| 2023-08-01 | 106.881532955775000 |
| 2023-09-01 | 107.545174692105010 |
| 2023-10-01 | 105.601795286126000 |
| 2023-11-01 | 106.056076598304000 |
| 2023-12-01 | 102.675039175202000 |
| 2024-01-01 | 99.450157705525210 |
| 2024-02-01 | 98.202939193831200 |
| 2024-03-01 | 96.380590611848400 |
| 2024-04-01 | 95.455345244405410 |
| 2024-05-01 | 93.547386819727800 |
