Title: All Employees: Education and Health Services: Offices of Physicians in Michigan Series ID: SMU26000006562110001SA 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: 2001-01-01 to 2023-04-01 Last Updated: 2023-05-20 3:49 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/SMU26000006562110001). 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 2001-01-01 56.079284572383900 2001-02-01 56.239988846847105 2001-03-01 56.472149770468900 2001-04-01 57.556568865290004 2001-05-01 57.827022129771100 2001-06-01 58.025463305579000 2001-07-01 58.654735265723104 2001-08-01 58.847077948824500 2001-09-01 59.001665980465496 2001-10-01 59.398441988410795 2001-11-01 59.520036750791995 2001-12-01 59.569799949819796 2002-01-01 60.084112225428600 2002-02-01 60.231167388911295 2002-03-01 60.267211448173505 2002-04-01 60.772864409577400 2002-05-01 60.935245531190006 2002-06-01 61.234359571519100 2002-07-01 61.251541319801100 2002-08-01 61.653151379968996 2002-09-01 61.691645573198500 2002-10-01 61.691610039161500 2002-11-01 62.016531967284600 2002-12-01 62.245636628567200 2003-01-01 62.991567360011200 2003-02-01 62.826297175498500 2003-03-01 63.265786858245000 2003-04-01 63.395387737079400 2003-05-01 63.644375336239390 2003-06-01 64.033483757046500 2003-07-01 63.867378688524800 2003-08-01 63.970624881705504 2003-09-01 64.069628265313700 2003-10-01 64.998639309960400 2003-11-01 65.208000644909800 2003-12-01 65.395376560915500 2004-01-01 65.400731534899500 2004-02-01 65.726523070100000 2004-03-01 65.840505919600900 2004-04-01 66.233056373549600 2004-05-01 66.353778036240500 2004-06-01 66.524222787479600 2004-07-01 67.088567981612400 2004-08-01 67.306536333327400 2004-09-01 67.470402250299400 2004-10-01 67.505145060559000 2004-11-01 67.385749645414200 2004-12-01 67.634713510506900 2005-01-01 67.908163124744900 2005-02-01 68.122026166423210 2005-03-01 68.211885449492000 2005-04-01 68.067677570543610 2005-05-01 68.357414044988100 2005-06-01 68.508472608490600 2005-07-01 68.823546011879200 2005-08-01 68.941708580881100 2005-09-01 69.189954012903000 2005-10-01 69.411592958400600 2005-11-01 69.859370139477110 2005-12-01 69.698748445192400 2006-01-01 69.603523008872900 2006-02-01 69.501437672342300 2006-03-01 69.671600569911500 2006-04-01 69.911384446977990 2006-05-01 70.046512022369900 2006-06-01 70.190835115183400 2006-07-01 70.265322809914890 2006-08-01 70.372559346281790 2006-09-01 70.632720519430400 2006-10-01 70.402071239953000 2006-11-01 70.523155345641500 2006-12-01 70.700071317296000 2007-01-01 70.689434957894100 2007-02-01 70.788535067038000 2007-03-01 70.943146552859790 2007-04-01 71.024817182080400 2007-05-01 71.024455569193400 2007-06-01 71.176791269965210 2007-07-01 71.509157415377090 2007-08-01 71.186868242116300 2007-09-01 71.080160486394700 2007-10-01 71.188034854045600 2007-11-01 71.391444034452290 2007-12-01 71.634556083561790 2008-01-01 71.680518071453190 2008-02-01 71.677445602577700 2008-03-01 71.718006053135410 2008-04-01 71.320014616190790 2008-05-01 71.494672749811300 2008-06-01 71.465694431946300 2008-07-01 71.135718172525700 2008-08-01 71.096919685265400 2008-09-01 71.018888431570700 2008-10-01 71.575919770952410 2008-11-01 71.574738338662200 2008-12-01 71.494435211040910 2009-01-01 70.476687670556590 2009-02-01 70.668123931802700 2009-03-01 70.488863724354500 2009-04-01 70.589127422514200 2009-05-01 70.875589411731800 2009-06-01 70.961928728404000 2009-07-01 71.041866016765400 2009-08-01 71.401293867304090 2009-09-01 71.550384274227710 2009-10-01 71.566691995539000 2009-11-01 71.483884825466790 2009-12-01 71.366403689284800 2010-01-01 70.074361095994700 2010-02-01 69.944219740776800 2010-03-01 70.255132457222400 2010-04-01 70.358172808278710 2010-05-01 70.260883247667510 2010-06-01 70.155675295211600 2010-07-01 70.441750739530290 2010-08-01 70.401029510169790 2010-09-01 70.350002233069800 2010-10-01 70.694698851698500 2010-11-01 70.625016480181090 2010-12-01 70.627295036215500 2011-01-01 69.967553968682100 2011-02-01 69.721177779865800 2011-03-01 69.907961653119500 2011-04-01 70.401544888926100 2011-05-01 70.263186444321900 2011-06-01 70.144149309272210 2011-07-01 70.141085012204300 2011-08-01 69.908932365725900 2011-09-01 69.956846232495400 2011-10-01 69.539586296268400 2011-11-01 69.481982266169700 2011-12-01 69.365651237216800 2012-01-01 69.655652772911100 2012-02-01 69.781568637283300 2012-03-01 69.859621140887600 2012-04-01 69.849207121658710 2012-05-01 69.764473034453700 2012-06-01 69.922997631046100 2012-07-01 69.956093198747300 2012-08-01 70.114933698508300 2012-09-01 70.057594855246800 2012-10-01 70.518416092923800 2012-11-01 70.639412364396400 2012-12-01 70.799226267379210 2013-01-01 69.820924714512800 2013-02-01 69.830990594908100 2013-03-01 70.012826193079790 2013-04-01 69.793987989361600 2013-05-01 69.864433857212000 2013-06-01 69.912253979659300 2013-07-01 69.890492380915300 2013-08-01 69.925177078773900 2013-09-01 70.079981632856500 2013-10-01 69.780451530304500 2013-11-01 69.861291694099390 2013-12-01 70.022224159094290 2014-01-01 69.876236177523100 2014-02-01 69.987481921035900 2014-03-01 69.890970593292510 2014-04-01 70.062559835314290 2014-05-01 69.949019752320300 2014-06-01 70.114966920485300 2014-07-01 70.131580703549500 2014-08-01 70.129177378197000 2014-09-01 70.190260270189900 2014-10-01 70.423418103961810 2014-11-01 70.266205385880100 2014-12-01 70.540700091583700 2015-01-01 71.032833218196590 2015-02-01 70.959964107274900 2015-03-01 71.095880797802300 2015-04-01 70.827479551882200 2015-05-01 71.135789468931000 2015-06-01 71.245808639660100 2015-07-01 71.150189323462200 2015-08-01 71.440627567354710 2015-09-01 71.218126020566900 2015-10-01 71.118359849332800 2015-11-01 71.343651912833500 2015-12-01 71.349331802754100 2016-01-01 71.594995566599900 2016-02-01 71.644450102015710 2016-03-01 71.714065806287210 2016-04-01 71.923528038782210 2016-05-01 72.134551099049200 2016-06-01 71.885629826344400 2016-07-01 72.048321195949500 2016-08-01 72.258241749083500 2016-09-01 72.447156230729000 2016-10-01 72.383597453040410 2016-11-01 72.704487613150300 2016-12-01 72.750446553969000 2017-01-01 72.056538411532400 2017-02-01 72.121461835054700 2017-03-01 72.142114726355000 2017-04-01 72.237690536357500 2017-05-01 72.354399518720410 2017-06-01 72.451701790176500 2017-07-01 72.437572230209910 2017-08-01 72.478356991259910 2017-09-01 72.483313714430510 2017-10-01 72.619362553170800 2017-11-01 72.447499736522600 2017-12-01 72.631301830493000 2018-01-01 72.711855257001900 2018-02-01 73.003903340050300 2018-03-01 73.158452147718490 2018-04-01 73.389253976216300 2018-05-01 73.496655324055300 2018-06-01 73.523417267133100 2018-07-01 73.515618532246300 2018-08-01 73.400267351049790 2018-09-01 73.416467659297800 2018-10-01 73.240092934812100 2018-11-01 73.304332900931900 2018-12-01 73.291529769593410 2019-01-01 73.771184605272300 2019-02-01 73.586448099475400 2019-03-01 73.675569939040700 2019-04-01 73.632964395098000 2019-05-01 73.539523870776300 2019-06-01 73.703898053200400 2019-07-01 73.704642655797400 2019-08-01 73.610696041093000 2019-09-01 73.638619924712590 2019-10-01 73.883695449599590 2019-11-01 73.876920929495710 2019-12-01 74.043162991882910 2020-01-01 73.625067383726900 2020-02-01 73.873458935884500 2020-03-01 73.274178717008300 2020-04-01 58.878977680107600 2020-05-01 63.179460017206104 2020-06-01 67.862924299502600 2020-07-01 70.107286679578700 2020-08-01 70.911979520264990 2020-09-01 71.154457259694600 2020-10-01 71.653892759345910 2020-11-01 71.768304970439910 2020-12-01 71.893139394658010 2021-01-01 72.187346503421710 2021-02-01 72.266139006257800 2021-03-01 72.374235883890590 2021-04-01 72.298635267176800 2021-05-01 72.595089429566800 2021-06-01 72.715159198408300 2021-07-01 73.028557363426000 2021-08-01 72.898202557668200 2021-09-01 72.953042978399300 2021-10-01 73.059931873497090 2021-11-01 72.969287767802800 2021-12-01 72.952007675087200 2022-01-01 74.156926960847300 2022-02-01 74.169435671430290 2022-03-01 74.467563204160600 2022-04-01 74.810621339427500 2022-05-01 74.799388137510790 2022-06-01 74.737631463059200 2022-07-01 74.742803869075400 2022-08-01 74.990724565456900 2022-09-01 75.050041900457700 2022-10-01 74.868702111530510 2022-11-01 74.985638335644990 2022-12-01 75.625864144772900 2023-01-01 75.746243768420000 2023-02-01 74.976778301572900 2023-03-01 75.862882753712410 2023-04-01 75.799164371873400