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 2024-09-01 |
| Last Updated | 2024-10-23 4:40 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 | 50.038597699665100 |
| 1990-02-01 | 50.294209914953000 |
| 1990-03-01 | 50.519695831219900 |
| 1990-04-01 | 49.730300700786900 |
| 1990-05-01 | 49.629582613255610 |
| 1990-06-01 | 50.206849715307996 |
| 1990-07-01 | 49.007062920973794 |
| 1990-08-01 | 48.689046901231390 |
| 1990-09-01 | 48.305993717966790 |
| 1990-10-01 | 47.746958296711600 |
| 1990-11-01 | 47.936070379324290 |
| 1990-12-01 | 47.919638600122006 |
| 1991-01-01 | 46.738761449167300 |
| 1991-02-01 | 46.130242474563000 |
| 1991-03-01 | 46.324416070248600 |
| 1991-04-01 | 46.125696214994790 |
| 1991-05-01 | 46.274706724929000 |
| 1991-06-01 | 46.210774011848095 |
| 1991-07-01 | 45.387329976300790 |
| 1991-08-01 | 45.840421125562200 |
| 1991-09-01 | 45.992641279435600 |
| 1991-10-01 | 46.231582577569000 |
| 1991-11-01 | 46.187841079138500 |
| 1991-12-01 | 46.885777514712200 |
| 1992-01-01 | 48.530891951066500 |
| 1992-02-01 | 48.086721241136000 |
| 1992-03-01 | 47.813472439845600 |
| 1992-04-01 | 48.850312393897700 |
| 1992-05-01 | 48.795710942911900 |
| 1992-06-01 | 49.334679576656704 |
| 1992-07-01 | 50.543799141274604 |
| 1992-08-01 | 50.916466803941000 |
| 1992-09-01 | 51.646469144910200 |
| 1992-10-01 | 51.367296231648204 |
| 1992-11-01 | 51.484668032944796 |
| 1992-12-01 | 51.325596480743200 |
| 1993-01-01 | 52.255635949867600 |
| 1993-02-01 | 52.648383100338110 |
| 1993-03-01 | 52.404701681050700 |
| 1993-04-01 | 52.593169927023496 |
| 1993-05-01 | 53.262875727520600 |
| 1993-06-01 | 53.239525082535600 |
| 1993-07-01 | 54.005981090629300 |
| 1993-08-01 | 54.064201709443104 |
| 1993-09-01 | 54.278463145050400 |
| 1993-10-01 | 55.571387172170000 |
| 1993-11-01 | 56.415970977133895 |
| 1993-12-01 | 57.139862356747900 |
| 1994-01-01 | 56.703540890588290 |
| 1994-02-01 | 58.622824647656600 |
| 1994-03-01 | 61.310040095198204 |
| 1994-04-01 | 61.403674042676200 |
| 1994-05-01 | 61.761359041786605 |
| 1994-06-01 | 62.650594570120894 |
| 1994-07-01 | 63.406211089943895 |
| 1994-08-01 | 63.775103562211400 |
| 1994-09-01 | 64.523336790440210 |
| 1994-10-01 | 64.474423874640210 |
| 1994-11-01 | 65.054590456232600 |
| 1994-12-01 | 65.976594963760390 |
| 1995-01-01 | 65.696985517818790 |
| 1995-02-01 | 66.135057292732900 |
| 1995-03-01 | 66.121331729484910 |
| 1995-04-01 | 65.615724877965900 |
| 1995-05-01 | 66.230231621220300 |
| 1995-06-01 | 66.913507438336900 |
| 1995-07-01 | 67.193617109115600 |
| 1995-08-01 | 69.446646744801800 |
| 1995-09-01 | 69.468910814321300 |
| 1995-10-01 | 70.774534035671790 |
| 1995-11-01 | 71.190605640544920 |
| 1995-12-01 | 71.807779979780900 |
| 1996-01-01 | 69.399963759267510 |
| 1996-02-01 | 73.325804319102700 |
| 1996-03-01 | 72.438894701442300 |
| 1996-04-01 | 76.501178909883410 |
| 1996-05-01 | 76.700059413040400 |
| 1996-06-01 | 77.483202534036510 |
| 1996-07-01 | 77.596821699177500 |
| 1996-08-01 | 78.078648275760200 |
| 1996-09-01 | 78.274362668542700 |
| 1996-10-01 | 79.057897318257900 |
| 1996-11-01 | 79.935010243462700 |
| 1996-12-01 | 79.954979627990910 |
| 1997-01-01 | 81.288290821457410 |
| 1997-02-01 | 81.368520619138500 |
| 1997-03-01 | 81.410842707985500 |
| 1997-04-01 | 85.427279904055200 |
| 1997-05-01 | 86.283651812316800 |
| 1997-06-01 | 87.552399856727400 |
| 1997-07-01 | 88.815933723105200 |
| 1997-08-01 | 89.322560038702400 |
| 1997-09-01 | 90.342300265668300 |
| 1997-10-01 | 92.207150347372300 |
| 1997-11-01 | 93.162182436146700 |
| 1997-12-01 | 94.231282367555900 |
| 1998-01-01 | 93.728154495513890 |
| 1998-02-01 | 94.888093113565190 |
| 1998-03-01 | 94.796645258022700 |
| 1998-04-01 | 94.778803769459500 |
| 1998-05-01 | 96.557319063836900 |
| 1998-06-01 | 96.592730489578800 |
| 1998-07-01 | 96.387891926128900 |
| 1998-08-01 | 96.568746254810900 |
| 1998-09-01 | 96.160498205832500 |
| 1998-10-01 | 96.539621833332190 |
| 1998-11-01 | 97.032261398683300 |
| 1998-12-01 | 97.633883238255990 |
| 1999-01-01 | 98.986604342116300 |
| 1999-02-01 | 100.858221541536010 |
| 1999-03-01 | 100.977458270665000 |
| 1999-04-01 | 97.934876344519100 |
| 1999-05-01 | 96.364981390196800 |
| 1999-06-01 | 97.522194829258280 |
| 1999-07-01 | 98.453305464121400 |
| 1999-08-01 | 98.732609862866900 |
| 1999-09-01 | 99.221064450337790 |
| 1999-10-01 | 98.747129872853300 |
| 1999-11-01 | 98.761613571366410 |
| 1999-12-01 | 100.560653954244000 |
| 2000-01-01 | 103.889255331448000 |
| 2000-02-01 | 103.438119761098010 |
| 2000-03-01 | 104.614622534503000 |
| 2000-04-01 | 103.478297737924990 |
| 2000-05-01 | 102.705113579608000 |
| 2000-06-01 | 103.307599476142000 |
| 2000-07-01 | 105.785523960372000 |
| 2000-08-01 | 102.864961001726000 |
| 2000-09-01 | 102.737448661448000 |
| 2000-10-01 | 101.283901093770010 |
| 2000-11-01 | 100.649783235938000 |
| 2000-12-01 | 100.961253611554000 |
| 2001-01-01 | 100.936545566671010 |
| 2001-02-01 | 100.094428563330000 |
| 2001-03-01 | 98.764382038025400 |
| 2001-04-01 | 98.335222817337400 |
| 2001-05-01 | 97.740448978011910 |
| 2001-06-01 | 96.770220509357420 |
| 2001-07-01 | 90.508463915010900 |
| 2001-08-01 | 89.965735089551500 |
| 2001-09-01 | 89.620457868417590 |
| 2001-10-01 | 88.373893667042200 |
| 2001-11-01 | 86.567459212453400 |
| 2001-12-01 | 84.601761150554300 |
| 2002-01-01 | 83.142324850266400 |
| 2002-02-01 | 82.435690447531600 |
| 2002-03-01 | 83.565256256396710 |
| 2002-04-01 | 84.960211040394000 |
| 2002-05-01 | 85.264238552588210 |
| 2002-06-01 | 85.837403049930000 |
| 2002-07-01 | 84.894264332053200 |
| 2002-08-01 | 85.511573422054500 |
| 2002-09-01 | 84.700398269598710 |
| 2002-10-01 | 84.271355365954590 |
| 2002-11-01 | 84.583147853193210 |
| 2002-12-01 | 84.175037465223210 |
| 2003-01-01 | 82.647137924086700 |
| 2003-02-01 | 79.844030627547500 |
| 2003-03-01 | 81.497583318371910 |
| 2003-04-01 | 81.303522166903590 |
| 2003-05-01 | 81.643337192501010 |
| 2003-06-01 | 80.818061936019090 |
| 2003-07-01 | 81.028967372194000 |
| 2003-08-01 | 81.877168902680500 |
| 2003-09-01 | 82.931277771498910 |
| 2003-10-01 | 83.983758784855300 |
| 2003-11-01 | 84.705741214875910 |
| 2003-12-01 | 85.609181321039200 |
| 2004-01-01 | 86.874660443812600 |
| 2004-02-01 | 87.719952932680000 |
| 2004-03-01 | 88.594905344977490 |
| 2004-04-01 | 88.275798995536990 |
| 2004-05-01 | 88.979445111541900 |
| 2004-06-01 | 89.867758710448000 |
| 2004-07-01 | 90.714525734831800 |
| 2004-08-01 | 90.337506921173580 |
| 2004-09-01 | 90.179614233577000 |
| 2004-10-01 | 91.340872952233600 |
| 2004-11-01 | 91.174366879421900 |
| 2004-12-01 | 91.665779221354910 |
| 2005-01-01 | 94.557057951007600 |
| 2005-02-01 | 94.917176357896500 |
| 2005-03-01 | 92.709657090135500 |
| 2005-04-01 | 94.284790281158200 |
| 2005-05-01 | 93.328114044627600 |
| 2005-06-01 | 93.854921176128780 |
| 2005-07-01 | 94.427524076051910 |
| 2005-08-01 | 94.190146037695700 |
| 2005-09-01 | 94.493157246790200 |
| 2005-10-01 | 94.749745798041000 |
| 2005-11-01 | 94.829038187466700 |
| 2005-12-01 | 94.777415056459100 |
| 2006-01-01 | 94.260413825128000 |
| 2006-02-01 | 94.723144465720600 |
| 2006-03-01 | 94.685372560834600 |
| 2006-04-01 | 94.135309148989500 |
| 2006-05-01 | 95.176570057526700 |
| 2006-06-01 | 95.569882156041200 |
| 2006-07-01 | 95.664816861222090 |
| 2006-08-01 | 96.464756715548000 |
| 2006-09-01 | 97.019021206540300 |
| 2006-10-01 | 97.378496184352580 |
| 2006-11-01 | 97.831354370515400 |
| 2006-12-01 | 97.796937299385000 |
| 2007-01-01 | 97.696612777777000 |
| 2007-02-01 | 98.049930974295100 |
| 2007-03-01 | 99.077968898673490 |
| 2007-04-01 | 99.405938769344100 |
| 2007-05-01 | 100.022153694582000 |
| 2007-06-01 | 100.700846640613990 |
| 2007-07-01 | 99.899036911514590 |
| 2007-08-01 | 99.496798067558400 |
| 2007-09-01 | 99.692482624746920 |
| 2007-10-01 | 97.882604237612710 |
| 2007-11-01 | 98.338808112718700 |
| 2007-12-01 | 98.855416621235290 |
| 2008-01-01 | 98.309206436203600 |
| 2008-02-01 | 97.215238175759600 |
| 2008-03-01 | 96.238641012998600 |
| 2008-04-01 | 96.086554244795310 |
| 2008-05-01 | 94.992235170886290 |
| 2008-06-01 | 92.632581908725200 |
| 2008-07-01 | 94.574015939019090 |
| 2008-08-01 | 94.045786674228890 |
| 2008-09-01 | 92.267087231546800 |
| 2008-10-01 | 88.417236087278500 |
| 2008-11-01 | 85.164208116967400 |
| 2008-12-01 | 82.881887445636790 |
| 2009-01-01 | 80.298899420654900 |
| 2009-02-01 | 78.244529037877000 |
| 2009-03-01 | 75.836575410031300 |
| 2009-04-01 | 73.166554536644800 |
| 2009-05-01 | 73.097552530213790 |
| 2009-06-01 | 72.429748448533790 |
| 2009-07-01 | 72.522691147389710 |
| 2009-08-01 | 73.936321777956410 |
| 2009-09-01 | 74.796908647403500 |
| 2009-10-01 | 76.764396158977500 |
| 2009-11-01 | 78.239029187150100 |
| 2009-12-01 | 79.336230164085700 |
| 2010-01-01 | 81.007921913901800 |
| 2010-02-01 | 82.103062279368200 |
| 2010-03-01 | 84.431443217237200 |
| 2010-04-01 | 87.619383468197000 |
| 2010-05-01 | 87.763355072672710 |
| 2010-06-01 | 88.886634246224500 |
| 2010-07-01 | 89.493068588914200 |
| 2010-08-01 | 90.278804838918990 |
| 2010-09-01 | 91.499638748698600 |
| 2010-10-01 | 93.456058305641990 |
| 2010-11-01 | 95.320662288260700 |
| 2010-12-01 | 98.251094128085600 |
| 2011-01-01 | 97.692185280363100 |
| 2011-02-01 | 99.198152220003790 |
| 2011-03-01 | 99.525480464401580 |
| 2011-04-01 | 100.602443908246000 |
| 2011-05-01 | 101.122944747689000 |
| 2011-06-01 | 101.130964906625010 |
| 2011-07-01 | 101.374795475350000 |
| 2011-08-01 | 101.970254371208000 |
| 2011-09-01 | 104.310184522416000 |
| 2011-10-01 | 101.273897818885000 |
| 2011-11-01 | 100.686934011053010 |
| 2011-12-01 | 100.708805609802000 |
| 2012-01-01 | 100.938283398502010 |
| 2012-02-01 | 100.500216471106000 |
| 2012-03-01 | 100.550329629585990 |
| 2012-04-01 | 99.903797405762400 |
| 2012-05-01 | 100.017866346714000 |
| 2012-06-01 | 99.799035736562500 |
| 2012-07-01 | 100.695643512264000 |
| 2012-08-01 | 100.184738050914990 |
| 2012-09-01 | 102.012561598306010 |
| 2012-10-01 | 99.658397932622700 |
| 2012-11-01 | 98.299007629034590 |
| 2012-12-01 | 99.962020204556990 |
| 2013-01-01 | 100.503959493483010 |
| 2013-02-01 | 101.542876472405000 |
| 2013-03-01 | 101.164823362998000 |
| 2013-04-01 | 100.238135708988000 |
| 2013-05-01 | 101.406747146456000 |
| 2013-06-01 | 103.023287013631000 |
| 2013-07-01 | 105.423625734764000 |
| 2013-08-01 | 106.913662320842990 |
| 2013-09-01 | 104.092842215978000 |
| 2013-10-01 | 103.880431346299000 |
| 2013-11-01 | 104.093063797017990 |
| 2013-12-01 | 103.575642031530990 |
| 2014-01-01 | 103.142148151982000 |
| 2014-02-01 | 103.424783780172000 |
| 2014-03-01 | 105.286968600149990 |
| 2014-04-01 | 107.246670674218010 |
| 2014-05-01 | 108.794338533063000 |
| 2014-06-01 | 109.882568850224000 |
| 2014-07-01 | 109.684908057674010 |
| 2014-08-01 | 111.899276196773000 |
| 2014-09-01 | 111.635797910653000 |
| 2014-10-01 | 112.151508013055990 |
| 2014-11-01 | 114.192462966849000 |
| 2014-12-01 | 115.557824968821000 |
| 2015-01-01 | 116.136470713849000 |
| 2015-02-01 | 116.348382950004010 |
| 2015-03-01 | 116.485466632449000 |
| 2015-04-01 | 115.421302249174000 |
| 2015-05-01 | 115.654080472240010 |
| 2015-06-01 | 115.991156549862000 |
| 2015-07-01 | 116.482467938733010 |
| 2015-08-01 | 116.489546447699000 |
| 2015-09-01 | 116.736788063708990 |
| 2015-10-01 | 120.067753782796000 |
| 2015-11-01 | 121.537100848250000 |
| 2015-12-01 | 123.627097705448000 |
| 2016-01-01 | 118.770057416558000 |
| 2016-02-01 | 117.939167395280990 |
| 2016-03-01 | 116.963229444246990 |
| 2016-04-01 | 118.342055720053010 |
| 2016-05-01 | 116.991863590650000 |
| 2016-06-01 | 115.361615209760000 |
| 2016-07-01 | 117.952100873251000 |
| 2016-08-01 | 116.678469172140990 |
| 2016-09-01 | 119.734971922353000 |
| 2016-10-01 | 118.793826795717000 |
| 2016-11-01 | 117.411380620267000 |
| 2016-12-01 | 118.604125418218000 |
| 2017-01-01 | 118.932234633330990 |
| 2017-02-01 | 117.757346926672000 |
| 2017-03-01 | 117.478471088568000 |
| 2017-04-01 | 116.560450629846000 |
| 2017-05-01 | 117.671031285414000 |
| 2017-06-01 | 116.915041163446000 |
| 2017-07-01 | 116.854996284767000 |
| 2017-08-01 | 116.724277724427000 |
| 2017-09-01 | 119.030839987155000 |
| 2017-10-01 | 115.720377849023990 |
| 2017-11-01 | 116.515155474930990 |
| 2017-12-01 | 116.538468523303000 |
| 2018-01-01 | 117.266145809838010 |
| 2018-02-01 | 117.387634113872000 |
| 2018-03-01 | 118.197746382691990 |
| 2018-04-01 | 119.420845144377990 |
| 2018-05-01 | 119.078477030051000 |
| 2018-06-01 | 118.168300037111000 |
| 2018-07-01 | 117.567535060602000 |
| 2018-08-01 | 118.021730958314990 |
| 2018-09-01 | 118.434621151096000 |
| 2018-10-01 | 117.899001310154990 |
| 2018-11-01 | 117.081557952602990 |
| 2018-12-01 | 116.922246312978000 |
| 2019-01-01 | 117.837314171788010 |
| 2019-02-01 | 118.690889919616000 |
| 2019-03-01 | 119.485973405881000 |
| 2019-04-01 | 120.107516700733000 |
| 2019-05-01 | 120.760799102057990 |
| 2019-06-01 | 120.088778436699000 |
| 2019-07-01 | 120.877179646499000 |
| 2019-08-01 | 123.209411066335000 |
| 2019-09-01 | 120.230515321935000 |
| 2019-10-01 | 118.892941171888010 |
| 2019-11-01 | 120.441519355255000 |
| 2019-12-01 | 119.959331895281000 |
| 2020-01-01 | 117.907610302482000 |
| 2020-02-01 | 117.831674284332010 |
| 2020-03-01 | 116.740598835879000 |
| 2020-04-01 | 84.161136452837100 |
| 2020-05-01 | 86.032927058306410 |
| 2020-06-01 | 91.198990925709000 |
| 2020-07-01 | 91.957760524957690 |
| 2020-08-01 | 95.028248676843420 |
| 2020-09-01 | 93.175471534863090 |
| 2020-10-01 | 100.393477172917000 |
| 2020-11-01 | 103.355614569431000 |
| 2020-12-01 | 105.359191477217010 |
| 2021-01-01 | 107.185658043283000 |
| 2021-02-01 | 108.601211300350000 |
| 2021-03-01 | 109.600506548987010 |
| 2021-04-01 | 109.693696548708990 |
| 2021-05-01 | 109.647475086744010 |
| 2021-06-01 | 110.613758259067000 |
| 2021-07-01 | 111.413169862709990 |
| 2021-08-01 | 111.649260310011000 |
| 2021-09-01 | 109.157887291737990 |
| 2021-10-01 | 113.790083984037990 |
| 2021-11-01 | 115.154488171339000 |
| 2021-12-01 | 117.021150980356990 |
| 2022-01-01 | 119.158206468652990 |
| 2022-02-01 | 123.212018900999000 |
| 2022-03-01 | 123.507842219450000 |
| 2022-04-01 | 123.453797987313990 |
| 2022-05-01 | 124.095265326367000 |
| 2022-06-01 | 121.259982517250990 |
| 2022-07-01 | 118.330177754964010 |
| 2022-08-01 | 117.703246161047000 |
| 2022-09-01 | 116.294598207984010 |
| 2022-10-01 | 116.166172534694000 |
| 2022-11-01 | 113.695316560178000 |
| 2022-12-01 | 113.708191178638000 |
| 2023-01-01 | 115.040115040300010 |
| 2023-02-01 | 114.238690840667990 |
| 2023-03-01 | 114.373250794969010 |
| 2023-04-01 | 114.494530104899000 |
| 2023-05-01 | 114.466798147296000 |
| 2023-06-01 | 106.720449343293000 |
| 2023-07-01 | 106.995985330694010 |
| 2023-08-01 | 105.294901723607010 |
| 2023-09-01 | 106.317405945730000 |
| 2023-10-01 | 104.584551447100000 |
| 2023-11-01 | 105.608713062605990 |
| 2023-12-01 | 102.466207614646000 |
| 2024-01-01 | 99.666260237668910 |
| 2024-02-01 | 99.343638186305010 |
| 2024-03-01 | 97.967371715972400 |
| 2024-04-01 | 97.602493407254300 |
| 2024-05-01 | 96.743340260576910 |
| 2024-06-01 | 98.350217992431410 |
| 2024-07-01 | 98.598613222309500 |
| 2024-08-01 | 99.674647559043900 |
| 2024-09-01 | 91.342719226632900 |
