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 in Dayton, OH (MSA) Series ID: DAYT339PBSV Source: U.S. Bureau of Labor Statistics Release: State Employment and Unemployment Seasonal Adjustment: Seasonally Adjusted Frequency: Monthly Units: Thousands of Persons Date Range: 1990-01-01 to 2024-04-01 Last Updated: 2024-05-18 5:44 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/DAYT339PBSVN). 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 45.009239673050100 1990-02-01 45.215003426740500 1990-03-01 45.070992914560900 1990-04-01 45.555859583455494 1990-05-01 46.038277957743794 1990-06-01 46.218955856220700 1990-07-01 46.035415563008900 1990-08-01 46.036619923814500 1990-09-01 46.247428908781700 1990-10-01 45.855499276492100 1990-11-01 45.643661838841800 1990-12-01 45.303099276216095 1991-01-01 45.168912092754795 1991-02-01 44.868976970246706 1991-03-01 44.861732157913195 1991-04-01 44.768882356030800 1991-05-01 44.532640064669800 1991-06-01 44.232307416241596 1991-07-01 44.469645266674796 1991-08-01 44.035420848862100 1991-09-01 44.097505856263105 1991-10-01 45.068752809001104 1991-11-01 44.462142112336700 1991-12-01 43.928503544873900 1992-01-01 43.582385253821900 1992-02-01 43.696516635414000 1992-03-01 44.028222728671500 1992-04-01 43.896273596805900 1992-05-01 43.629911699488400 1992-06-01 43.859889100178000 1992-07-01 44.512438948565105 1992-08-01 44.019409073030005 1992-09-01 43.750436902407800 1992-10-01 43.775707264001596 1992-11-01 43.662444162817100 1992-12-01 44.241818828317200 1993-01-01 44.249455772454300 1993-02-01 44.760340487369100 1993-03-01 43.997725008999700 1993-04-01 44.118300345214000 1993-05-01 44.230360699387700 1993-06-01 44.271751151528300 1993-07-01 44.264838226980295 1993-08-01 44.275657236093100 1993-09-01 45.168900570344800 1993-10-01 44.449641010931610 1993-11-01 44.474380638472700 1993-12-01 44.570448642750600 1994-01-01 45.040403399231700 1994-02-01 45.546914031785604 1994-03-01 45.893531434393300 1994-04-01 45.035331373089800 1994-05-01 45.028261088913400 1994-06-01 45.069392815092500 1994-07-01 44.998648157555400 1994-08-01 45.425607962199200 1994-09-01 45.332463227435596 1994-10-01 45.907576789850900 1994-11-01 46.381261981509800 1994-12-01 46.725722814968700 1995-01-01 47.214155160370396 1995-02-01 47.354674577781800 1995-03-01 47.398928575536500 1995-04-01 47.342268901318505 1995-05-01 47.834772834995900 1995-06-01 47.617809031913296 1995-07-01 47.757908082226900 1995-08-01 47.649945877516790 1995-09-01 47.638817241282396 1995-10-01 47.644522637757900 1995-11-01 47.791247914190706 1995-12-01 47.472950222186796 1996-01-01 47.143608775955200 1996-02-01 46.785904544209700 1996-03-01 46.424226523150104 1996-04-01 47.425532934920504 1996-05-01 47.499538873601700 1996-06-01 47.551821413493500 1996-07-01 47.753504636173890 1996-08-01 47.835612420001600 1996-09-01 48.049243876488300 1996-10-01 48.211179304251700 1996-11-01 47.973909760649400 1996-12-01 47.983782514282500 1997-01-01 48.572307259262000 1997-02-01 48.767344028693600 1997-03-01 49.368659172456000 1997-04-01 49.652530994582996 1997-05-01 49.653849826078300 1997-06-01 49.453748282444494 1997-07-01 51.157054549612400 1997-08-01 51.029963683611705 1997-09-01 51.275639474817400 1997-10-01 51.050589354505500 1997-11-01 51.168394103424600 1997-12-01 51.469375080042200 1998-01-01 51.834085264542210 1998-02-01 52.080455843330604 1998-03-01 52.403141512022400 1998-04-01 51.069967993035604 1998-05-01 50.973269703842200 1998-06-01 51.156487083365000 1998-07-01 50.615965486706400 1998-08-01 51.261241835455800 1998-09-01 51.177062843133110 1998-10-01 51.262906220814200 1998-11-01 51.304931261608710 1998-12-01 51.366119458760394 1999-01-01 50.706949195510100 1999-02-01 51.004313476672490 1999-03-01 50.865354034389000 1999-04-01 51.640279891850300 1999-05-01 51.801655682069500 1999-06-01 51.712596054405700 1999-07-01 51.698776945143000 1999-08-01 50.874310000038300 1999-09-01 50.418450394549396 1999-10-01 51.179249852076800 1999-11-01 51.508359789863796 1999-12-01 51.962080142250200 2000-01-01 51.130613688850400 2000-02-01 51.487185942286900 2000-03-01 51.460511772730600 2000-04-01 51.938184593571800 2000-05-01 52.524628961969500 2000-06-01 51.920999375869900 2000-07-01 52.024726309702300 2000-08-01 51.959354849713790 2000-09-01 52.170638274768800 2000-10-01 52.795465529731800 2000-11-01 52.575503528917500 2000-12-01 52.637062554376200 2001-01-01 54.979375802997890 2001-02-01 55.043119041890500 2001-03-01 55.487536342522300 2001-04-01 54.955203867772504 2001-05-01 54.983842579148600 2001-06-01 54.732752698043210 2001-07-01 54.240769682152300 2001-08-01 54.412582095313100 2001-09-01 53.913094099206600 2001-10-01 53.571912144536200 2001-11-01 53.240782244714100 2001-12-01 52.936367575070000 2002-01-01 53.753904996424500 2002-02-01 53.539152644225105 2002-03-01 53.395916446024890 2002-04-01 52.526586168100610 2002-05-01 52.402663980598795 2002-06-01 52.108914044447790 2002-07-01 52.164053177423604 2002-08-01 51.861123079377000 2002-09-01 51.978057715504800 2002-10-01 50.961426639659390 2002-11-01 51.331102465824300 2002-12-01 50.804535038113000 2003-01-01 53.239644584466300 2003-02-01 52.794488386352210 2003-03-01 52.732317344562595 2003-04-01 53.325420514965400 2003-05-01 53.234304398842106 2003-06-01 53.329533286333800 2003-07-01 54.022735447754500 2003-08-01 53.902037029868400 2003-09-01 53.396856070459500 2003-10-01 53.790066287391400 2003-11-01 53.687827682792500 2003-12-01 53.631492015213600 2004-01-01 52.952366596269800 2004-02-01 52.945288188164100 2004-03-01 52.410747075506400 2004-04-01 53.004110173708895 2004-05-01 52.974022243941796 2004-06-01 53.035297880277400 2004-07-01 52.695283414675210 2004-08-01 52.409062685632400 2004-09-01 53.147876276803500 2004-10-01 52.142034950409005 2004-11-01 51.962889655158605 2004-12-01 51.831889676008800 2005-01-01 52.329357789712600 2005-02-01 52.024854435817700 2005-03-01 51.881709035872600 2005-04-01 51.586037875319796 2005-05-01 51.420501192761606 2005-06-01 51.013620688031594 2005-07-01 51.084471582981700 2005-08-01 51.342783097537800 2005-09-01 51.476416689111005 2005-10-01 51.797626757659394 2005-11-01 51.769344412022804 2005-12-01 51.948908121981200 2006-01-01 51.376575147569000 2006-02-01 51.368349459141290 2006-03-01 51.419371474780000 2006-04-01 51.676865309311600 2006-05-01 51.992964512780200 2006-06-01 51.998423018156900 2006-07-01 51.876660489651606 2006-08-01 51.724136654227510 2006-09-01 51.562409754215500 2006-10-01 51.087191991427300 2006-11-01 51.477445522048290 2006-12-01 51.574325966228400 2007-01-01 51.882887043165900 2007-02-01 52.136709088081000 2007-03-01 51.874764957644610 2007-04-01 51.661134753831300 2007-05-01 51.448105893701495 2007-06-01 51.690607019554500 2007-07-01 51.554612531569205 2007-08-01 51.371087786557396 2007-09-01 51.515241029135800 2007-10-01 51.733768073879100 2007-11-01 51.694234752752294 2007-12-01 51.535831437542804 2008-01-01 51.454079593348204 2008-02-01 51.803716640203200 2008-03-01 51.613999546122800 2008-04-01 51.281816705466300 2008-05-01 51.113438170734400 2008-06-01 50.828881773459610 2008-07-01 50.322175432713000 2008-08-01 49.898597910342500 2008-09-01 49.482750646651105 2008-10-01 48.930428002969800 2008-11-01 48.015411281783400 2008-12-01 47.854227794133394 2009-01-01 47.195999376159200 2009-02-01 46.412100717737000 2009-03-01 45.772773057797295 2009-04-01 45.147357644194200 2009-05-01 44.818214899136706 2009-06-01 44.692865475760300 2009-07-01 45.005031885500500 2009-08-01 44.783099179861200 2009-09-01 44.797030600548200 2009-10-01 44.530001075411400 2009-11-01 44.754046120466500 2009-12-01 44.701226973588300 2010-01-01 44.326790910607390 2010-02-01 44.686460421653100 2010-03-01 44.678850103378400 2010-04-01 45.510814938091200 2010-05-01 45.522895417676004 2010-06-01 45.629544635646496 2010-07-01 45.578614139980100 2010-08-01 45.924126905961100 2010-09-01 45.785489352939800 2010-10-01 45.850255664822290 2010-11-01 46.016634330094796 2010-12-01 45.730012661706105 2011-01-01 46.359808440217100 2011-02-01 46.556569561060705 2011-03-01 46.852439671824506 2011-04-01 46.963877843625205 2011-05-01 46.685502179639600 2011-06-01 46.630906264372210 2011-07-01 46.735888536308295 2011-08-01 46.889434885615500 2011-09-01 47.129326760561700 2011-10-01 46.938400821107800 2011-11-01 46.968874057636700 2011-12-01 47.359332042142500 2012-01-01 47.700329290834800 2012-02-01 48.018203137476100 2012-03-01 47.817577249832200 2012-04-01 47.424245658440600 2012-05-01 47.434581218821790 2012-06-01 47.415103783501100 2012-07-01 47.478034683328500 2012-08-01 47.206367272807290 2012-09-01 47.089848278340300 2012-10-01 47.308526214376705 2012-11-01 47.003120877099600 2012-12-01 47.114445693170700 2013-01-01 47.126538303636295 2013-02-01 47.225342610050404 2013-03-01 46.843415405895904 2013-04-01 47.222729425475800 2013-05-01 47.271489959105300 2013-06-01 47.296021233386895 2013-07-01 47.105206925820000 2013-08-01 47.449872081787795 2013-09-01 47.660810875535900 2013-10-01 47.657144655638200 2013-11-01 48.033671511896706 2013-12-01 47.727459975889300 2014-01-01 48.113427480906900 2014-02-01 47.950245552070290 2014-03-01 48.210608344578894 2014-04-01 48.530378948544290 2014-05-01 48.493261405845700 2014-06-01 48.870782840961400 2014-07-01 49.133671854476205 2014-08-01 49.284822418481795 2014-09-01 49.118276039559795 2014-10-01 49.411739044455700 2014-11-01 49.439435206779700 2014-12-01 49.622181160804300 2015-01-01 49.302052614386994 2015-02-01 49.089443769138406 2015-03-01 49.538650970456710 2015-04-01 49.837536524140300 2015-05-01 50.431815223675500 2015-06-01 50.548378374491500 2015-07-01 50.799548813153400 2015-08-01 50.624152653666805 2015-09-01 50.777186942753600 2015-10-01 50.881680802630210 2015-11-01 50.840196153847800 2015-12-01 50.868792756247900 2016-01-01 51.216887554304600 2016-02-01 51.254111582609600 2016-03-01 51.869752608723600 2016-04-01 50.829075939514595 2016-05-01 50.789332758224894 2016-06-01 50.352928835655604 2016-07-01 50.712428127723996 2016-08-01 50.485509225909990 2016-09-01 50.610652512103390 2016-10-01 50.397396094360500 2016-11-01 50.395989505246800 2016-12-01 50.413269103203200 2017-01-01 50.177582760829900 2017-02-01 50.543446791558800 2017-03-01 50.718814800993900 2017-04-01 51.045613740324605 2017-05-01 51.215814732902500 2017-06-01 51.191792891562700 2017-07-01 51.122418336374800 2017-08-01 51.439163963554790 2017-09-01 51.329963806767900 2017-10-01 51.765254768719590 2017-11-01 51.913135167482900 2017-12-01 51.214395390325790 2018-01-01 52.179372914970400 2018-02-01 52.288495946578706 2018-03-01 52.659424342807100 2018-04-01 52.272412584131295 2018-05-01 52.149283420768210 2018-06-01 52.348884046375600 2018-07-01 51.938854423360700 2018-08-01 52.162515839359210 2018-09-01 52.366458866860896 2018-10-01 52.226292288800600 2018-11-01 52.545864893850200 2018-12-01 52.449654782882300 2019-01-01 52.180428735607390 2019-02-01 52.167336213732604 2019-03-01 52.149719580063106 2019-04-01 52.624272297107300 2019-05-01 53.134277299741500 2019-06-01 52.602767498236500 2019-07-01 52.654303791209790 2019-08-01 52.362295618710900 2019-09-01 52.400515525429300 2019-10-01 51.988047295471496 2019-11-01 51.819665311536100 2019-12-01 52.328065097253900 2020-01-01 52.713480789190996 2020-02-01 52.731104673863300 2020-03-01 52.861520210941000 2020-04-01 47.053997908778290 2020-05-01 47.683536098084900 2020-06-01 48.646952144087600 2020-07-01 49.590871572724600 2020-08-01 49.970130260791210 2020-09-01 50.638689679245395 2020-10-01 51.474791453733500 2020-11-01 51.749954374421904 2020-12-01 51.794682836602604 2021-01-01 51.502944733195400 2021-02-01 51.177522824253600 2021-03-01 51.287405938146900 2021-04-01 51.214436178355996 2021-05-01 51.423562892440200 2021-06-01 51.156836496139405 2021-07-01 51.497514433303300 2021-08-01 51.763549896294000 2021-09-01 51.562399409584295 2021-10-01 52.066215532982400 2021-11-01 52.286131715365900 2021-12-01 52.278868915652800 2022-01-01 52.582182753654300 2022-02-01 52.783350696023900 2022-03-01 52.828096626564800 2022-04-01 52.819956104399700 2022-05-01 52.716378696975696 2022-06-01 53.058078437454010 2022-07-01 52.731530342264210 2022-08-01 52.758735654160990 2022-09-01 53.306063983116800 2022-10-01 52.480669556965700 2022-11-01 52.342205459741110 2022-12-01 51.992166427547500 2023-01-01 52.763330101799100 2023-02-01 52.960601876134206 2023-03-01 53.224522156758700 2023-04-01 52.903568598810500 2023-05-01 52.817113194674400 2023-06-01 52.539341769082796 2023-07-01 52.190440489253400 2023-08-01 52.075407743106300 2023-09-01 52.010246898184995 2023-10-01 51.922132085212100 2023-11-01 51.796675307842705 2023-12-01 51.270966682951794 2024-01-01 51.548970793906896 2024-02-01 51.675049355765196 2024-03-01 51.425254560224000 2024-04-01 51.156775050740100