NOTE: THIS DATA FILE WILL CHANGE! To improve accessibility of data for all users, we will convert this file from a text format to an html table by the end of June 2024. Title: All Employees: Professional and Business Services: Administrative and Support Services in Pennsylvania Series ID: SMU42000006056100001SA 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 2024-04-01 Last Updated: 2024-05-18 6:08 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 (https://www.statsmodels.org/dev/generated/statsmodels.tsa.x13.x13_arima_analysis.html). More information on X-13ARIMA-SEATS can be found here (https://www.census.gov/data/software/x13as.html). 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 (https://fred.stlouisfed.org/series/SMU42000006056100001). 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 1990-01-01 174.17433187169100 1990-02-01 174.26282947946203 1990-03-01 175.96919879636798 1990-04-01 173.07208979727400 1990-05-01 172.90077023030000 1990-06-01 174.45531120231600 1990-07-01 172.09939042421502 1990-08-01 171.98403804913502 1990-09-01 172.53266889362800 1990-10-01 170.47973969337900 1990-11-01 170.74517619741400 1990-12-01 170.60519518846002 1991-01-01 168.80383308225902 1991-02-01 168.35183451709200 1991-03-01 169.12927481357400 1991-04-01 167.74966433894800 1991-05-01 167.84818227132300 1991-06-01 167.72715062782700 1991-07-01 165.67559368488300 1991-08-01 166.09329447067400 1991-09-01 165.49785414509600 1991-10-01 166.33861757261602 1991-11-01 166.25748696020798 1991-12-01 166.63010309302000 1992-01-01 169.94965025925302 1992-02-01 168.60179576896098 1992-03-01 168.13303457048200 1992-04-01 169.55149502294398 1992-05-01 169.85428758280800 1992-06-01 171.00680830611400 1992-07-01 174.77675326762798 1992-08-01 174.46394889452400 1992-09-01 175.62472741542302 1992-10-01 176.12786641113900 1992-11-01 175.88134733893100 1992-12-01 176.14814377008300 1993-01-01 178.21712837857900 1993-02-01 178.27346808119302 1993-03-01 176.36733689422502 1993-04-01 179.66183111456797 1993-05-01 180.58152185510000 1993-06-01 179.79125080296500 1993-07-01 182.33413708071700 1993-08-01 180.88672957230600 1993-09-01 181.98662690485900 1993-10-01 183.76078133230400 1993-11-01 184.78364504212502 1993-12-01 185.77904813814098 1994-01-01 185.18996776269800 1994-02-01 186.00214168522700 1994-03-01 188.95798720407200 1994-04-01 190.79849595561000 1994-05-01 191.43921259453398 1994-06-01 192.65435471213797 1994-07-01 194.05749120230300 1994-08-01 194.93871423825598 1994-09-01 195.73522089851200 1994-10-01 194.99587936546600 1994-11-01 196.30030528599400 1994-12-01 197.51854387741798 1995-01-01 197.48744170862800 1995-02-01 198.79166350271100 1995-03-01 201.30413508624298 1995-04-01 198.13892650101002 1995-05-01 198.74908199246897 1995-06-01 200.17162406227000 1995-07-01 199.91109961111698 1995-08-01 202.59395098576500 1995-09-01 203.18592626242500 1995-10-01 204.61230239732100 1995-11-01 205.76841742743600 1995-12-01 206.80375062548100 1996-01-01 203.09258827978297 1996-02-01 208.95313497935000 1996-03-01 209.92406080414398 1996-04-01 211.59763795532700 1996-05-01 213.40082805633702 1996-06-01 214.31166089116297 1996-07-01 215.01723661170300 1996-08-01 216.20562821730200 1996-09-01 216.58318835602100 1996-10-01 217.54557666501597 1996-11-01 218.89556915177700 1996-12-01 218.81081860841000 1997-01-01 222.36889317284303 1997-02-01 222.78046928188800 1997-03-01 223.77916201110200 1997-04-01 225.90154756270900 1997-05-01 228.00522905698700 1997-06-01 230.53092514682598 1997-07-01 231.39169825952800 1997-08-01 232.72788982574698 1997-09-01 234.38314239562000 1997-10-01 238.29884100650798 1997-11-01 239.63368650398200 1997-12-01 241.89840695080700 1998-01-01 240.72394310812803 1998-02-01 241.81259901509102 1998-03-01 242.72849975138698 1998-04-01 243.88428507073400 1998-05-01 246.88324822051300 1998-06-01 247.22241525646402 1998-07-01 247.47831404678400 1998-08-01 247.86539431471297 1998-09-01 248.05639881973200 1998-10-01 250.85999781487300 1998-11-01 253.04688938373502 1998-12-01 254.51108552977000 1999-01-01 257.21227721672200 1999-02-01 260.27834837051900 1999-03-01 265.55818510990800 1999-04-01 254.32299893212400 1999-05-01 252.94281003722500 1999-06-01 253.60461550437500 1999-07-01 256.26081462839903 1999-08-01 256.97092546013000 1999-09-01 257.49582343512600 1999-10-01 257.71943589848996 1999-11-01 258.80002718297400 1999-12-01 262.28583518451700 2000-01-01 262.12660617641103 2000-02-01 262.91328078348596 2000-03-01 266.71908467636200 2000-04-01 262.91929381880500 2000-05-01 262.01644387506803 2000-06-01 262.95178627467100 2000-07-01 267.39720604369800 2000-08-01 266.17254287044800 2000-09-01 267.18372671443800 2000-10-01 264.26054319678200 2000-11-01 264.29155351989203 2000-12-01 263.87852414953500 2001-01-01 266.03898876090500 2001-02-01 267.42787255180696 2001-03-01 264.76808269937900 2001-04-01 260.36083623420500 2001-05-01 260.29499429406200 2001-06-01 259.74294134452400 2001-07-01 254.22178635009100 2001-08-01 255.21008995872000 2001-09-01 254.87063199368902 2001-10-01 253.21352710094000 2001-11-01 251.44633986974702 2001-12-01 249.33478467318600 2002-01-01 248.59208141038200 2002-02-01 248.97809477382000 2002-03-01 250.11689968784900 2002-04-01 251.04672994388000 2002-05-01 251.28829869629000 2002-06-01 251.37522074252600 2002-07-01 249.71255404885702 2002-08-01 251.18990364734400 2002-09-01 249.87687830682498 2002-10-01 249.57832233278000 2002-11-01 249.70302205822398 2002-12-01 249.01567368475000 2003-01-01 247.03312257542703 2003-02-01 244.56618875516898 2003-03-01 243.88225360990800 2003-04-01 245.30571534848600 2003-05-01 246.18654864525502 2003-06-01 244.58364946264197 2003-07-01 246.25201913300302 2003-08-01 247.88380586913502 2003-09-01 248.98798228462002 2003-10-01 250.23602433109500 2003-11-01 251.12035425125400 2003-12-01 252.46482847137400 2004-01-01 254.86984080956800 2004-02-01 255.15636173394300 2004-03-01 256.30486039389200 2004-04-01 256.43249757773500 2004-05-01 256.50418526045700 2004-06-01 257.97815148130600 2004-07-01 258.53540353937000 2004-08-01 257.88455483188096 2004-09-01 257.80542744798300 2004-10-01 259.23670548282500 2004-11-01 258.79911185124297 2004-12-01 259.33090103285700 2005-01-01 260.51683541129904 2005-02-01 261.57954776826000 2005-03-01 258.85547778301600 2005-04-01 262.54505473580400 2005-05-01 260.53170863504000 2005-06-01 260.43726448053100 2005-07-01 260.28091252235000 2005-08-01 259.34503310400800 2005-09-01 259.67312090472900 2005-10-01 259.45780723580100 2005-11-01 259.56234972431600 2005-12-01 258.82751470155700 2006-01-01 258.73799448473800 2006-02-01 261.39185125056100 2006-03-01 262.24593994358200 2006-04-01 260.82694250400600 2006-05-01 261.97529461609100 2006-06-01 263.65712801618696 2006-07-01 263.95338133240200 2006-08-01 265.48756780413396 2006-09-01 266.42302706323000 2006-10-01 267.94638578142300 2006-11-01 268.64140578364600 2006-12-01 268.61013523379700 2007-01-01 266.98967100893100 2007-02-01 267.27539910158800 2007-03-01 268.37750709834400 2007-04-01 269.90148200058600 2007-05-01 271.34839541007403 2007-06-01 273.83134111229600 2007-07-01 271.99931310604400 2007-08-01 272.03354857225400 2007-09-01 271.74858604197897 2007-10-01 269.13214981975300 2007-11-01 270.50698696130500 2007-12-01 271.83238956994800 2008-01-01 271.06409599298100 2008-02-01 269.62459565130200 2008-03-01 268.70456035342500 2008-04-01 268.67545241210803 2008-05-01 266.75624279338797 2008-06-01 264.50248167873100 2008-07-01 265.81966428559700 2008-08-01 265.01209828305200 2008-09-01 261.18986259029200 2008-10-01 257.42214157423100 2008-11-01 252.18937891898000 2008-12-01 248.60091057791500 2009-01-01 246.59572036358898 2009-02-01 243.24889575639200 2009-03-01 240.19134128639400 2009-04-01 236.66418555883300 2009-05-01 236.49732090503602 2009-06-01 235.94343854942700 2009-07-01 235.40338416998700 2009-08-01 236.67619742742000 2009-09-01 236.96268451367000 2009-10-01 239.97620573248600 2009-11-01 241.65708295196900 2009-12-01 242.58446857187698 2010-01-01 243.88855672306700 2010-02-01 245.49728655403000 2010-03-01 246.78091826877000 2010-04-01 252.09028645657900 2010-05-01 251.90503398848801 2010-06-01 252.70099371708000 2010-07-01 253.71859379508300 2010-08-01 254.71023268902098 2010-09-01 254.92939731839402 2010-10-01 257.80168843040700 2010-11-01 260.54016556724700 2010-12-01 263.22169553692004 2011-01-01 263.90293921125000 2011-02-01 264.67331630347303 2011-03-01 265.70530782094600 2011-04-01 266.74383840171800 2011-05-01 267.34757678826900 2011-06-01 268.08218599456103 2011-07-01 267.94718775037500 2011-08-01 268.82040338332000 2011-09-01 270.90702171229800 2011-10-01 268.92199766578600 2011-11-01 268.61357729960497 2011-12-01 268.49655450562000 2012-01-01 268.78852916103295 2012-02-01 268.44035121960700 2012-03-01 271.64076041054600 2012-04-01 269.80840881984700 2012-05-01 269.19384017486600 2012-06-01 268.92521381857500 2012-07-01 268.85049770181300 2012-08-01 268.83664073741800 2012-09-01 270.45178650508200 2012-10-01 269.07182284467100 2012-11-01 268.52562730019800 2012-12-01 269.45857228605996 2013-01-01 269.33008340701804 2013-02-01 272.08629880431800 2013-03-01 273.14819286501000 2013-04-01 271.34617140655496 2013-05-01 272.39351396395597 2013-06-01 275.19017005727200 2013-07-01 277.46673483822200 2013-08-01 279.63621543642200 2013-09-01 275.92438613960496 2013-10-01 275.85277223499600 2013-11-01 276.85590294727500 2013-12-01 275.67140305830900 2014-01-01 276.65644056941100 2014-02-01 277.17859309028097 2014-03-01 278.17605046240897 2014-04-01 280.72787266028600 2014-05-01 282.30421648642100 2014-06-01 283.22727543676400 2014-07-01 282.65862983981100 2014-08-01 285.90544850467097 2014-09-01 284.13709154532100 2014-10-01 285.16299435419603 2014-11-01 288.24821857273900 2014-12-01 289.69228200990300 2015-01-01 290.18479396319100 2015-02-01 290.55123193878500 2015-03-01 289.00794532819600 2015-04-01 289.32637153481204 2015-05-01 290.54800964428400 2015-06-01 291.62896363314604 2015-07-01 291.96354247892100 2015-08-01 291.87715259108700 2015-09-01 290.76656902955300 2015-10-01 296.43121180208000 2015-11-01 298.03765489367100 2015-12-01 300.71974082844500 2016-01-01 294.62127382164500 2016-02-01 293.60801565916400 2016-03-01 294.28346274388500 2016-04-01 296.05178386780900 2016-05-01 293.61889428529100 2016-06-01 292.76680856906100 2016-07-01 294.66186717647200 2016-08-01 292.92248575863800 2016-09-01 296.29891465009400 2016-10-01 295.49619217590400 2016-11-01 293.91207625274000 2016-12-01 295.88995299752800 2017-01-01 296.88325253230900 2017-02-01 295.08492262087300 2017-03-01 295.32450992431300 2017-04-01 294.24768722944800 2017-05-01 295.89075686734697 2017-06-01 294.84871716339900 2017-07-01 294.39015230219200 2017-08-01 295.03360943194303 2017-09-01 297.40590798544600 2017-10-01 294.94909660571000 2017-11-01 294.88349700168703 2017-12-01 295.67109091147000 2018-01-01 296.68879365422100 2018-02-01 296.62945502131100 2018-03-01 297.11122029804200 2018-04-01 297.58371230737500 2018-05-01 298.26909764050300 2018-06-01 298.24093406691003 2018-07-01 296.77842106827700 2018-08-01 298.13445995436100 2018-09-01 297.73359601438000 2018-10-01 297.11546208156500 2018-11-01 296.32797213182000 2018-12-01 296.03689849979800 2019-01-01 297.78634688663600 2019-02-01 299.72053382551800 2019-03-01 298.86368332347400 2019-04-01 300.27155395482700 2019-05-01 301.20276590142504 2019-06-01 300.14429363976000 2019-07-01 301.11366104185004 2019-08-01 303.64198478682096 2019-09-01 300.48960729962300 2019-10-01 299.36129776536000 2019-11-01 300.69746557131900 2019-12-01 299.48189239625700 2020-01-01 297.26364133425200 2020-02-01 296.01660406080200 2020-03-01 294.29975469220300 2020-04-01 235.62108937346100 2020-05-01 243.17603161133700 2020-06-01 252.18893500622397 2020-07-01 253.57891811614700 2020-08-01 256.88946417266800 2020-09-01 255.12251072914600 2020-10-01 264.02554535212000 2020-11-01 267.31112261176100 2020-12-01 269.68063111809100 2021-01-01 270.79165053501000 2021-02-01 273.08398078658900 2021-03-01 272.99760239588100 2021-04-01 273.43878998279996 2021-05-01 272.47805849148200 2021-06-01 274.58803249898100 2021-07-01 275.53163335361900 2021-08-01 276.11087663818296 2021-09-01 274.54488527450200 2021-10-01 281.54204770435297 2021-11-01 283.65019588051200 2021-12-01 286.49735763701700 2022-01-01 287.71236922874400 2022-02-01 291.37753213505300 2022-03-01 294.11086329735500 2022-04-01 291.62829477987700 2022-05-01 291.32379315156800 2022-06-01 290.76974028270100 2022-07-01 288.62199553821600 2022-08-01 288.35513327801100 2022-09-01 287.78845609233300 2022-10-01 287.51933167404700 2022-11-01 284.62572390799900 2022-12-01 284.48902614692500 2023-01-01 285.46076030995000 2023-02-01 283.53069434421700 2023-03-01 285.47565232444300 2023-04-01 284.05513880737100 2023-05-01 283.45346010340097 2023-06-01 279.99410261999600 2023-07-01 279.31965436586300 2023-08-01 278.32361129659800 2023-09-01 279.38041934876200 2023-10-01 277.10034352984700 2023-11-01 277.55867824370400 2023-12-01 272.19216925261300 2024-01-01 274.53001784059796 2024-02-01 273.50558779743100 2024-03-01 272.06765690016800 2024-04-01 271.05162649598700