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 Cincinnati, OH-KY-IN (MSA) Series ID: SMU39171406054000001SA 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 4:45 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 (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/SMU39171406054000001). 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 34.025410027436100 1990-02-01 34.321176816784600 1990-03-01 35.103933167424700 1990-04-01 35.244405204026500 1990-05-01 35.633244378347705 1990-06-01 36.035398760966004 1990-07-01 35.626307413507796 1990-08-01 35.890730099095200 1990-09-01 36.058603438452900 1990-10-01 36.067784309696400 1990-11-01 36.123008553435895 1990-12-01 35.997298293660606 1991-01-01 35.832226936012795 1991-02-01 35.704657285772100 1991-03-01 35.710534888323700 1991-04-01 35.510906837731106 1991-05-01 35.503524771294200 1991-06-01 35.632954852025800 1991-07-01 35.624809328760800 1991-08-01 35.712187935846900 1991-09-01 35.956565055902790 1991-10-01 35.707309585143300 1991-11-01 35.553621680991704 1991-12-01 35.726679382260800 1992-01-01 36.311463248847204 1992-02-01 36.078521688825700 1992-03-01 36.027831362996800 1992-04-01 36.136499129256600 1992-05-01 36.162505081568900 1992-06-01 36.214664626062600 1992-07-01 36.535722783709500 1992-08-01 36.546674062174000 1992-09-01 36.469715576133900 1992-10-01 36.781108980583700 1992-11-01 36.908536962216800 1992-12-01 36.857660394713200 1993-01-01 36.473794605190000 1993-02-01 36.526930394450005 1993-03-01 36.434815827105800 1993-04-01 36.757144780537100 1993-05-01 36.499409769469500 1993-06-01 36.367085936242600 1993-07-01 36.570813669362100 1993-08-01 36.479630072520600 1993-09-01 36.478659903586100 1993-10-01 36.777427670224704 1993-11-01 36.958928093473396 1993-12-01 37.099127373046900 1994-01-01 37.439085715268200 1994-02-01 37.478505009230700 1994-03-01 37.523686881499600 1994-04-01 37.875898370408400 1994-05-01 37.747211501232500 1994-06-01 37.611344164424710 1994-07-01 37.923799869774800 1994-08-01 37.909096246040896 1994-09-01 38.409069751767600 1994-10-01 38.275738095452400 1994-11-01 38.391313278695800 1994-12-01 38.628547564906505 1995-01-01 38.914620859259294 1995-02-01 39.036912346670400 1995-03-01 39.382232016717000 1995-04-01 39.828985512320900 1995-05-01 40.620660866945100 1995-06-01 40.352253624270600 1995-07-01 40.093331631906295 1995-08-01 40.431531762674600 1995-09-01 40.515941365574100 1995-10-01 40.458781012852200 1995-11-01 40.590712187865900 1995-12-01 40.627865066887700 1996-01-01 41.211961309643400 1996-02-01 41.720880149349206 1996-03-01 42.339196584359100 1996-04-01 41.720791815158210 1996-05-01 42.518997028913000 1996-06-01 42.223702912189495 1996-07-01 41.730656574872300 1996-08-01 41.903199301814400 1996-09-01 41.897831889308705 1996-10-01 42.110306392584600 1996-11-01 42.282185039661200 1996-12-01 42.417029312755105 1997-01-01 42.914613215432700 1997-02-01 42.919469723890800 1997-03-01 43.235765986203900 1997-04-01 43.449061761510900 1997-05-01 43.640435526138600 1997-06-01 43.823535560154400 1997-07-01 44.442580846482294 1997-08-01 44.773940195797200 1997-09-01 45.096198480619400 1997-10-01 45.544023236451300 1997-11-01 45.970136036955790 1997-12-01 46.455581685607700 1998-01-01 45.714008198216200 1998-02-01 45.626432321215106 1998-03-01 46.225245084829500 1998-04-01 46.171067669391405 1998-05-01 46.293015757272606 1998-06-01 46.582060602319900 1998-07-01 46.498579978385400 1998-08-01 46.755711785748100 1998-09-01 46.874438144207794 1998-10-01 47.045841587495005 1998-11-01 47.238100227319094 1998-12-01 47.725263245810005 1999-01-01 47.078303588253300 1999-02-01 47.330232114588696 1999-03-01 47.439635184909600 1999-04-01 47.813649475940196 1999-05-01 48.237122102357100 1999-06-01 48.247509022317494 1999-07-01 48.968422891274100 1999-08-01 49.285220404040295 1999-09-01 49.362502970947600 1999-10-01 49.247798942977800 1999-11-01 49.116224718799400 1999-12-01 49.585779994214400 2000-01-01 50.205697548484900 2000-02-01 50.499093632009300 2000-03-01 50.625906740623705 2000-04-01 51.124044314429900 2000-05-01 51.092238061826706 2000-06-01 51.625468763731500 2000-07-01 51.151547136711600 2000-08-01 51.036575654140400 2000-09-01 50.864845483595800 2000-10-01 50.860589280419400 2000-11-01 50.701255682413100 2000-12-01 51.166653544777695 2001-01-01 50.893995794078600 2001-02-01 50.845178665253000 2001-03-01 51.029903834957710 2001-04-01 50.553443069045600 2001-05-01 50.524230653250200 2001-06-01 50.562945542800400 2001-07-01 50.758588136624695 2001-08-01 50.583941651048800 2001-09-01 51.013494854826895 2001-10-01 51.278939277558500 2001-11-01 50.703182299132200 2001-12-01 49.839107179819095 2002-01-01 49.788642979724100 2002-02-01 49.300371059945000 2002-03-01 49.012123789202210 2002-04-01 49.167997466731210 2002-05-01 49.564969018399900 2002-06-01 49.521295694596990 2002-07-01 49.549803311610795 2002-08-01 49.918533404126904 2002-09-01 49.666363459060110 2002-10-01 50.816456170063105 2002-11-01 51.100534418310500 2002-12-01 51.280196490265205 2003-01-01 52.293689820409405 2003-02-01 52.009506692009000 2003-03-01 52.054318194473495 2003-04-01 51.705386870654000 2003-05-01 51.421810049310500 2003-06-01 51.276883705190600 2003-07-01 50.365373575438795 2003-08-01 50.527365989973300 2003-09-01 50.264948861725100 2003-10-01 50.168781878561894 2003-11-01 50.129118795338400 2003-12-01 50.036292696706600 2004-01-01 50.057417603482900 2004-02-01 49.959361169572000 2004-03-01 49.930526461962096 2004-04-01 50.167639908475600 2004-05-01 50.229507293282600 2004-06-01 50.531242415921710 2004-07-01 50.972036176309900 2004-08-01 51.619765221575200 2004-09-01 51.371397501231800 2004-10-01 51.541275747505890 2004-11-01 51.686724983769800 2004-12-01 51.986741705127294 2005-01-01 51.798725975672504 2005-02-01 51.848462796934700 2005-03-01 52.088837506242290 2005-04-01 52.161225377544206 2005-05-01 52.256897896493600 2005-06-01 52.394873005468700 2005-07-01 52.793426947127900 2005-08-01 52.813222023298906 2005-09-01 52.878496178957010 2005-10-01 52.690620931973000 2005-11-01 52.760755805750800 2005-12-01 53.054215512768000 2006-01-01 52.854627009693600 2006-02-01 53.046995558345790 2006-03-01 53.249456132402000 2006-04-01 53.280405425312004 2006-05-01 53.259438227040400 2006-06-01 53.453871418249800 2006-07-01 53.425016117377700 2006-08-01 53.627702880387496 2006-09-01 53.543428478865500 2006-10-01 53.600657473530000 2006-11-01 53.902043557970710 2006-12-01 54.045500373946000 2007-01-01 54.514808172699205 2007-02-01 54.557226258521794 2007-03-01 54.543519654649710 2007-04-01 54.702141090007494 2007-05-01 54.854000243631600 2007-06-01 54.598910379695900 2007-07-01 54.573996288306500 2007-08-01 54.558067084142710 2007-09-01 54.502468299251795 2007-10-01 54.864988782697104 2007-11-01 54.913676013391000 2007-12-01 54.958585526194895 2008-01-01 55.678583642861796 2008-02-01 55.610867374818600 2008-03-01 55.552420999549600 2008-04-01 55.552916655307506 2008-05-01 55.527440293143400 2008-06-01 55.425858005144796 2008-07-01 55.829372476239800 2008-08-01 55.800485109236710 2008-09-01 55.949770338157700 2008-10-01 55.703072216800790 2008-11-01 55.386339052206400 2008-12-01 55.191388283065900 2009-01-01 54.874735391899000 2009-02-01 54.543533652407504 2009-03-01 54.101946288503505 2009-04-01 53.379546304255705 2009-05-01 53.374783273728800 2009-06-01 53.105886265848000 2009-07-01 52.728577277876100 2009-08-01 52.685781864803495 2009-09-01 52.495086563520005 2009-10-01 52.400707429348294 2009-11-01 52.830582727818700 2009-12-01 52.566175732411790 2010-01-01 52.305669079602005 2010-02-01 52.140725769306000 2010-03-01 52.554093957197196 2010-04-01 53.093419319445710 2010-05-01 53.122443435429300 2010-06-01 53.396902627501600 2010-07-01 53.854830012690400 2010-08-01 53.685822115403300 2010-09-01 53.795011367309996 2010-10-01 54.264490960590900 2010-11-01 54.280251541965400 2010-12-01 54.593918033150700 2011-01-01 54.824216684907290 2011-02-01 54.859042480231600 2011-03-01 55.261794470617600 2011-04-01 55.382978851495600 2011-05-01 55.375629937854605 2011-06-01 55.500140880220900 2011-07-01 55.569459973032000 2011-08-01 55.677904092433700 2011-09-01 56.007709671996295 2011-10-01 55.935312768082300 2011-11-01 56.333059062638290 2011-12-01 56.453776109735700 2012-01-01 56.841415824737900 2012-02-01 56.884500413501904 2012-03-01 56.961862554598795 2012-04-01 56.805240819951706 2012-05-01 57.319647454409100 2012-06-01 57.398971877571200 2012-07-01 57.376945772440200 2012-08-01 57.565909407964300 2012-09-01 57.294214280949106 2012-10-01 57.531306110979610 2012-11-01 57.490430086543896 2012-12-01 57.238159712725896 2013-01-01 56.968463250817300 2013-02-01 57.199396424943400 2013-03-01 57.258571385586390 2013-04-01 57.663792470222100 2013-05-01 58.169806068627300 2013-06-01 57.887817499633900 2013-07-01 57.969585493874400 2013-08-01 58.124993372173500 2013-09-01 58.482406090974210 2013-10-01 58.515207233750296 2013-11-01 58.562740435581800 2013-12-01 58.817611483404000 2014-01-01 58.683362301589000 2014-02-01 59.084431902486800 2014-03-01 59.240926895949110 2014-04-01 59.217994692493300 2014-05-01 59.452074576480290 2014-06-01 59.168470807160205 2014-07-01 59.359598409792700 2014-08-01 59.175474405399896 2014-09-01 59.774248873897200 2014-10-01 59.905323734475600 2014-11-01 60.141344209790600 2014-12-01 60.270711656026400 2015-01-01 60.718671786598210 2015-02-01 60.670834633526200 2015-03-01 60.831386238453796 2015-04-01 60.884876617017500 2015-05-01 60.952292696219200 2015-06-01 61.249363389096200 2015-07-01 61.428178869343796 2015-08-01 61.323982219092600 2015-09-01 61.391664184222900 2015-10-01 61.371531625487800 2015-11-01 61.626249763082400 2015-12-01 61.701222480096290 2016-01-01 62.061711765395096 2016-02-01 62.091780234605395 2016-03-01 62.431472293767300 2016-04-01 62.159026177484506 2016-05-01 62.178081429088400 2016-06-01 61.789366431437600 2016-07-01 62.151189654427300 2016-08-01 62.574178976650200 2016-09-01 62.609640670978300 2016-10-01 62.651244303850600 2016-11-01 62.508442367842600 2016-12-01 62.417412899233600 2017-01-01 62.715887837476900 2017-02-01 62.922102334708100 2017-03-01 63.361716307558794 2017-04-01 63.243329840632500 2017-05-01 63.283502672265500 2017-06-01 63.326864160795710 2017-07-01 63.256212038570700 2017-08-01 63.317408841945600 2017-09-01 63.141585762820400 2017-10-01 63.231788528239500 2017-11-01 63.300401588180290 2017-12-01 63.225650094594094 2018-01-01 63.270087295568500 2018-02-01 63.468028610159800 2018-03-01 63.620904612353705 2018-04-01 63.598232423965500 2018-05-01 63.773545239646800 2018-06-01 63.938656897351210 2018-07-01 64.139966238892900 2018-08-01 64.289728596731210 2018-09-01 64.491818392664600 2018-10-01 64.837806385000200 2018-11-01 64.703849963253090 2018-12-01 64.845726454537500 2019-01-01 64.612535198597600 2019-02-01 64.394650680493000 2019-03-01 64.490117706046490 2019-04-01 64.322537048735600 2019-05-01 64.340262346835300 2019-06-01 64.559495753374100 2019-07-01 64.618364340355700 2019-08-01 64.669595290558800 2019-09-01 64.819349494064300 2019-10-01 64.753754635098290 2019-11-01 64.830813886882110 2019-12-01 64.890920610543000 2020-01-01 64.730674495739410 2020-02-01 65.035686005626500 2020-03-01 64.951386783223100 2020-04-01 61.154877259961900 2020-05-01 61.495377139303706 2020-06-01 61.470876544343795 2020-07-01 61.812643063410505 2020-08-01 61.844800366333800 2020-09-01 61.779246761760900 2020-10-01 62.059503110483895 2020-11-01 62.064032036701710 2020-12-01 62.862885294512500 2021-01-01 63.245584327399600 2021-02-01 63.491671706612610 2021-03-01 63.720728547894900 2021-04-01 64.033877940058500 2021-05-01 64.559189186960300 2021-06-01 64.312031661115300 2021-07-01 63.732383718243400 2021-08-01 64.004936310051500 2021-09-01 63.904513613606504 2021-10-01 64.671597099217300 2021-11-01 65.001570080031100 2021-12-01 65.229874879147300 2022-01-01 65.958162165581400 2022-02-01 66.125585395578000 2022-03-01 66.255343577171000 2022-04-01 66.812834368830010 2022-05-01 66.924447771787800 2022-06-01 67.356948248543500 2022-07-01 67.676565656508290 2022-08-01 67.865852988166800 2022-09-01 67.946410483085500 2022-10-01 67.862858756908400 2022-11-01 67.926645332913100 2022-12-01 67.994341763889790 2023-01-01 68.179573573535300 2023-02-01 68.262046490932600 2023-03-01 68.685704382358000 2023-04-01 68.307537570140500 2023-05-01 68.501571451301200 2023-06-01 68.423302175536600 2023-07-01 68.348240990669200 2023-08-01 68.319168490836200 2023-09-01 68.120446894613400 2023-10-01 68.236015571996500 2023-11-01 67.742007837153990 2023-12-01 67.423284165099790 2024-01-01 66.709930175666200 2024-02-01 66.330812084330300 2024-03-01 66.695253224591900 2024-04-01 66.738089754415700