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: Professional, Scientific, and Technical Services in Allentown-Bethlehem-Easton, PA-NJ (MSA) Series ID: SMU42109006054000001SA 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 4:41 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/SMU42109006054000001). 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 8.685837154045139 1990-02-01 8.671279541179570 1990-03-01 8.678171112154020 1990-04-01 8.823376671798340 1990-05-01 9.041670898030960 1990-06-01 9.095996409858350 1990-07-01 8.919243873738030 1990-08-01 8.869951171602471 1990-09-01 8.848699046079510 1990-10-01 8.844856765720222 1990-11-01 8.759534009770860 1990-12-01 8.745948086743710 1991-01-01 8.799442575513350 1991-02-01 8.880331607200150 1991-03-01 8.776542343482740 1991-04-01 8.821286818852940 1991-05-01 8.945506693428529 1991-06-01 9.007380106013802 1991-07-01 8.913406660445220 1991-08-01 8.857567222120250 1991-09-01 8.933087857166411 1991-10-01 8.942200696490051 1991-11-01 8.850459328002419 1991-12-01 9.146030749547190 1992-01-01 9.225109601649930 1992-02-01 9.402285418795671 1992-03-01 9.273585775721400 1992-04-01 9.215609988483420 1992-05-01 9.144768745785090 1992-06-01 8.822511070968280 1992-07-01 9.208355452181190 1992-08-01 9.238143457100460 1992-09-01 9.210231874652160 1992-10-01 9.333409974807200 1992-11-01 9.138055643224490 1992-12-01 9.446598662920131 1993-01-01 9.462825369466150 1993-02-01 9.734570225806680 1993-03-01 9.680665834673711 1993-04-01 9.603804383882490 1993-05-01 9.634856864605560 1993-06-01 9.638216187417980 1993-07-01 9.696072221252560 1993-08-01 9.818882492251472 1993-09-01 9.791504135690380 1993-10-01 9.714058845073020 1993-11-01 9.726772521987680 1993-12-01 9.542084182156870 1994-01-01 9.013442063713870 1994-02-01 9.377715010059120 1994-03-01 9.299913542317200 1994-04-01 9.289910212991100 1994-05-01 9.206250135379289 1994-06-01 9.238030571188010 1994-07-01 9.388844954306130 1994-08-01 9.304072770184350 1994-09-01 9.389430260164339 1994-10-01 9.283709738138679 1994-11-01 9.213002058028570 1994-12-01 9.431509820876370 1995-01-01 9.570604599258381 1995-02-01 9.522134669794270 1995-03-01 9.628603184766929 1995-04-01 9.679636430670730 1995-05-01 9.676449084736099 1995-06-01 9.616892806820411 1995-07-01 9.567957236159730 1995-08-01 9.595339186221981 1995-09-01 9.606324855605848 1995-10-01 9.551820856038090 1995-11-01 9.511256854294570 1995-12-01 9.521158293966090 1996-01-01 9.624698729143550 1996-02-01 9.760313196094529 1996-03-01 9.557836227755109 1996-04-01 9.773919833975711 1996-05-01 9.936204457095900 1996-06-01 9.778703653978340 1996-07-01 9.847401115870210 1996-08-01 9.785383916239350 1996-09-01 9.840989078147790 1996-10-01 9.832061598138651 1996-11-01 9.821844747205981 1996-12-01 9.824273948944810 1997-01-01 9.656669227538949 1997-02-01 9.572058303914039 1997-03-01 9.579276204084179 1997-04-01 9.677510189097589 1997-05-01 9.706571049360210 1997-06-01 9.743169660572990 1997-07-01 9.611358613821519 1997-08-01 9.676413519884110 1997-09-01 9.679718204608081 1997-10-01 9.932328513369200 1997-11-01 9.947316669661190 1997-12-01 10.036997276753500 1998-01-01 9.866566848862310 1998-02-01 9.862932252411640 1998-03-01 9.984486822379170 1998-04-01 9.680400960708619 1998-05-01 9.687127280074579 1998-06-01 9.812301774036180 1998-07-01 9.783441026806509 1998-08-01 9.766601951641000 1998-09-01 9.722034732150920 1998-10-01 9.746972038157870 1998-11-01 9.683395271904680 1998-12-01 9.663199406915490 1999-01-01 9.547293190199280 1999-02-01 9.624396264164849 1999-03-01 9.472577658681180 1999-04-01 9.783167007241339 1999-05-01 9.896118085710140 1999-06-01 9.794488984541820 1999-07-01 9.852358990162480 1999-08-01 9.961606150991950 1999-09-01 9.848684051644920 1999-10-01 9.783365425437390 1999-11-01 9.830949298406370 1999-12-01 9.695658497094230 2000-01-01 9.904093414223810 2000-02-01 9.871134573216040 2000-03-01 9.745919938673449 2000-04-01 9.872466887203330 2000-05-01 10.013511849635100 2000-06-01 9.995082532466482 2000-07-01 10.142300882781500 2000-08-01 10.064459799657099 2000-09-01 10.170762221715199 2000-10-01 10.124579963203900 2000-11-01 10.174502308240500 2000-12-01 10.222201866200301 2001-01-01 10.240325576231001 2001-02-01 10.307155816168300 2001-03-01 10.323292240834600 2001-04-01 10.256485268670300 2001-05-01 10.239405307942400 2001-06-01 10.313622065472801 2001-07-01 10.242129609982900 2001-08-01 10.283915541331100 2001-09-01 10.280909748348600 2001-10-01 10.461941892154700 2001-11-01 10.402170487335000 2001-12-01 10.319933773618400 2002-01-01 10.587334037953900 2002-02-01 10.654143377368000 2002-03-01 10.702769116959800 2002-04-01 10.736109716728200 2002-05-01 10.669189683577100 2002-06-01 10.843868702279500 2002-07-01 10.859515448935499 2002-08-01 10.910224634296000 2002-09-01 10.889349190930400 2002-10-01 10.777711542613302 2002-11-01 10.806056964175400 2002-12-01 10.791589197482601 2003-01-01 10.954865365015700 2003-02-01 10.917120079303400 2003-03-01 10.990951865143800 2003-04-01 10.921835223819300 2003-05-01 10.902552675568100 2003-06-01 10.784499691979000 2003-07-01 10.978331753994100 2003-08-01 11.028140781989501 2003-09-01 11.083161744415000 2003-10-01 11.180938697570697 2003-11-01 11.292162491859300 2003-12-01 11.453054100669300 2004-01-01 11.451511111844301 2004-02-01 11.397522339431902 2004-03-01 11.385983618643800 2004-04-01 11.514584466386099 2004-05-01 11.527491955366001 2004-06-01 11.527088018942802 2004-07-01 11.494371149451500 2004-08-01 11.435198082976001 2004-09-01 11.472335603478100 2004-10-01 11.676424410325401 2004-11-01 11.469187040324900 2004-12-01 11.523685127717900 2005-01-01 11.355129811670300 2005-02-01 11.487346103157499 2005-03-01 11.495052828275800 2005-04-01 11.507241885656901 2005-05-01 11.538921362484698 2005-06-01 11.564889910189400 2005-07-01 11.706454630473800 2005-08-01 11.740661304449501 2005-09-01 11.862461754874600 2005-10-01 11.868051428579399 2005-11-01 11.949514127939400 2005-12-01 12.001234340243899 2006-01-01 11.964396917509700 2006-02-01 12.077624453339900 2006-03-01 12.095555964071400 2006-04-01 12.101798322003100 2006-05-01 12.151688810553301 2006-06-01 12.092474959370500 2006-07-01 12.118194308507302 2006-08-01 12.246684659791100 2006-09-01 12.159182228197000 2006-10-01 12.158327808215600 2006-11-01 12.134317706607199 2006-12-01 12.098063853352699 2007-01-01 11.964253484658501 2007-02-01 11.968606118899100 2007-03-01 11.987807394863800 2007-04-01 11.985236843802399 2007-05-01 12.059484189706400 2007-06-01 12.213970633447700 2007-07-01 12.237822314262301 2007-08-01 12.254023382416100 2007-09-01 12.264095527834199 2007-10-01 12.249490378982100 2007-11-01 12.124341108032300 2007-12-01 12.204290023244600 2008-01-01 12.456315560835000 2008-02-01 12.461300994484300 2008-03-01 12.473977917755699 2008-04-01 12.566410145429499 2008-05-01 12.565572240213802 2008-06-01 12.525828686050000 2008-07-01 12.554820707231901 2008-08-01 12.566059814573200 2008-09-01 12.569830280827100 2008-10-01 12.645700043528400 2008-11-01 12.616135704008300 2008-12-01 12.722893501602400 2009-01-01 12.746206058600200 2009-02-01 12.559537669495699 2009-03-01 12.461621436800499 2009-04-01 12.336316501904800 2009-05-01 12.263495205292400 2009-06-01 12.230020832207599 2009-07-01 12.077654214300999 2009-08-01 12.178272220471700 2009-09-01 12.174021379876000 2009-10-01 12.136417160830500 2009-11-01 12.213669072374001 2009-12-01 12.133684698934200 2010-01-01 12.248911055333801 2010-02-01 12.163412296720700 2010-03-01 12.257705307903500 2010-04-01 12.217177263506901 2010-05-01 12.155411624817500 2010-06-01 12.126484824390301 2010-07-01 12.091615889319000 2010-08-01 12.080226427655802 2010-09-01 12.065384807069100 2010-10-01 12.130747472139799 2010-11-01 12.111089365744698 2010-12-01 12.151588942759400 2011-01-01 12.164927724356700 2011-02-01 12.175996289656501 2011-03-01 12.159547155427600 2011-04-01 12.205359688537400 2011-05-01 12.237149543564500 2011-06-01 12.215951805933500 2011-07-01 12.297490525414400 2011-08-01 12.275099255588100 2011-09-01 12.354959254313900 2011-10-01 12.223990089777500 2011-11-01 12.508955097664499 2011-12-01 12.467026049732900 2012-01-01 12.490716791671400 2012-02-01 12.585878368244500 2012-03-01 12.671594444090800 2012-04-01 12.710361941756599 2012-05-01 12.616773899460700 2012-06-01 12.699938948688200 2012-07-01 12.584575265559700 2012-08-01 12.661067350644100 2012-09-01 12.647398504932198 2012-10-01 12.629348100814399 2012-11-01 12.506694141769000 2012-12-01 12.591257212573400 2013-01-01 12.512429378318400 2013-02-01 12.487663074448200 2013-03-01 12.479418993815901 2013-04-01 12.517274541768598 2013-05-01 12.604253479730598 2013-06-01 12.584101378961101 2013-07-01 12.564802577021199 2013-08-01 12.647003851377999 2013-09-01 12.646974576752300 2013-10-01 12.638894244275500 2013-11-01 12.608512548256302 2013-12-01 12.612293680225502 2014-01-01 12.626362133070199 2014-02-01 12.577756877360500 2014-03-01 12.687992463544099 2014-04-01 12.729350548106801 2014-05-01 12.895439622705700 2014-06-01 12.870519527240200 2014-07-01 12.942136151219900 2014-08-01 12.833835130954899 2014-09-01 12.953691958180300 2014-10-01 12.953030343668498 2014-11-01 13.008037432054200 2014-12-01 12.929769588970500 2015-01-01 12.931787154045400 2015-02-01 12.967338116364699 2015-03-01 12.894820281449000 2015-04-01 12.841643613213801 2015-05-01 12.790773220359100 2015-06-01 12.757859975757501 2015-07-01 12.921448058617498 2015-08-01 12.826976222678200 2015-09-01 12.763070591589901 2015-10-01 12.762910525082800 2015-11-01 12.903404111075899 2015-12-01 12.939253652714100 2016-01-01 13.038036495857300 2016-02-01 13.055330968268600 2016-03-01 13.105884461482999 2016-04-01 13.055133722167199 2016-05-01 12.987249102964599 2016-06-01 13.050230117198800 2016-07-01 13.107415460909701 2016-08-01 13.117329831418800 2016-09-01 13.168688997851698 2016-10-01 13.167340279531000 2016-11-01 13.194697695402300 2016-12-01 13.242242406490000 2017-01-01 13.547713378933500 2017-02-01 13.447311270719900 2017-03-01 13.517426325113599 2017-04-01 13.671840884129500 2017-05-01 13.695398392722302 2017-06-01 13.640090091419100 2017-07-01 13.395181451995802 2017-08-01 13.408719411115000 2017-09-01 13.463863602581599 2017-10-01 13.458762492270400 2017-11-01 13.389079854721501 2017-12-01 13.442798377238601 2018-01-01 13.364137971636800 2018-02-01 13.349942369615500 2018-03-01 13.324627985867100 2018-04-01 13.389480543166599 2018-05-01 13.500339891039400 2018-06-01 13.533817622135901 2018-07-01 13.586074029662000 2018-08-01 13.701887501007700 2018-09-01 13.753438124749200 2018-10-01 13.843467332094700 2018-11-01 13.983067393153698 2018-12-01 14.036057695383198 2019-01-01 14.081854950746000 2019-02-01 14.165182949562100 2019-03-01 14.228711350648197 2019-04-01 14.308052492014001 2019-05-01 14.408378363234100 2019-06-01 14.438044387887500 2019-07-01 14.469842988166402 2019-08-01 14.593640866272500 2019-09-01 14.636641087383802 2019-10-01 14.627881770259199 2019-11-01 14.675131048785200 2019-12-01 14.631682773679199 2020-01-01 14.697380951030901 2020-02-01 14.787055606546100 2020-03-01 14.726035427316301 2020-04-01 13.322806461073402 2020-05-01 14.013772901536200 2020-06-01 14.248718530988700 2020-07-01 14.365371608943100 2020-08-01 14.386934116814402 2020-09-01 14.520424657934198 2020-10-01 14.709887397705700 2020-11-01 14.759743441337000 2020-12-01 14.923246111500498 2021-01-01 14.909441848252802 2021-02-01 15.210633241001698 2021-03-01 15.421625372399500 2021-04-01 15.438337186817000 2021-05-01 15.725782930025801 2021-06-01 15.560881386477801 2021-07-01 15.662582955921900 2021-08-01 15.680360893657700 2021-09-01 15.604496808617599 2021-10-01 15.889740799349802 2021-11-01 16.046242394679800 2021-12-01 16.216407574941500 2022-01-01 16.316618283205100 2022-02-01 16.437526317755200 2022-03-01 16.616227112599700 2022-04-01 16.848951901148500 2022-05-01 16.827994028022300 2022-06-01 16.869134092168200 2022-07-01 17.070860118837800 2022-08-01 17.180573041904100 2022-09-01 17.194245266421600 2022-10-01 16.971437081228398 2022-11-01 16.929402423261500 2022-12-01 16.902878208501000 2023-01-01 17.022610580685598 2023-02-01 16.862059469802300 2023-03-01 16.818151306961700 2023-04-01 16.857790863937700 2023-05-01 16.928992737502000 2023-06-01 16.977610974280900 2023-07-01 16.876532247235600 2023-08-01 16.974515923731598 2023-09-01 17.086332151983400 2023-10-01 17.260749888652597 2023-11-01 17.317099794689000 2023-12-01 17.293640843741900 2024-01-01 17.222955217481000 2024-02-01 17.079870045646200 2024-03-01 17.325015302534002 2024-04-01 17.264418576589900