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: Education and Health Services: Private Education and Health Services in Warren-Troy-Farmington Hills, MI (MD) Series ID: SMU26476646500000001SA 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 4:58 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/SMU26476646500000001). 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 85.91330807405510 1990-02-01 86.49927499944191 1990-03-01 87.02247630708250 1990-04-01 87.95050941586880 1990-05-01 88.25746878585709 1990-06-01 89.02816447938260 1990-07-01 89.71311794409759 1990-08-01 90.05306828531240 1990-09-01 90.83497146059040 1990-10-01 89.62379257509520 1990-11-01 89.99715076218700 1990-12-01 90.15277299038930 1991-01-01 91.06758204356780 1991-02-01 91.02490204724171 1991-03-01 91.42555284366970 1991-04-01 91.72521706410650 1991-05-01 92.32174574122651 1991-06-01 92.79097934546530 1991-07-01 92.94110578659490 1991-08-01 93.58348394986429 1991-09-01 94.46293183655380 1991-10-01 94.94893094706231 1991-11-01 95.66852663164059 1991-12-01 96.15213001050721 1992-01-01 96.92456170442459 1992-02-01 97.01066257170080 1992-03-01 97.27066538154650 1992-04-01 97.51111822925529 1992-05-01 98.05938841367279 1992-06-01 98.42454299313721 1992-07-01 99.12347445549690 1992-08-01 99.29144041881640 1992-09-01 99.02810490977909 1992-10-01 99.57953697028009 1992-11-01 99.70730624480991 1992-12-01 100.14337587752600 1993-01-01 99.73668339722009 1993-02-01 99.90262998489800 1993-03-01 100.55100354672899 1993-04-01 101.39994063525800 1993-05-01 101.38437781905199 1993-06-01 101.72867396182501 1993-07-01 102.15853493294200 1993-08-01 102.25703677107700 1993-09-01 102.70688489259399 1993-10-01 103.03151900253799 1993-11-01 103.24717660380600 1993-12-01 103.61610382918100 1994-01-01 103.54877944843800 1994-02-01 103.85930582153401 1994-03-01 104.38684772429200 1994-04-01 104.78140685201599 1994-05-01 105.19700094743700 1994-06-01 105.31508974036100 1994-07-01 105.74593749650900 1994-08-01 106.27028474260300 1994-09-01 107.19632387151400 1994-10-01 106.58066795220300 1994-11-01 107.20228750777900 1994-12-01 107.31087547948499 1995-01-01 107.72539417651300 1995-02-01 108.10838803471201 1995-03-01 108.20702321979100 1995-04-01 107.95136128210599 1995-05-01 108.09973308611800 1995-06-01 108.79452248709100 1995-07-01 108.94810736682600 1995-08-01 109.17101076855800 1995-09-01 109.66134029575100 1995-10-01 110.83676022539801 1995-11-01 111.38182147940800 1995-12-01 111.52246995788099 1996-01-01 112.41504343018900 1996-02-01 112.88760678588699 1996-03-01 112.82398460359501 1996-04-01 113.40747406418300 1996-05-01 113.78246125693600 1996-06-01 113.69969527452300 1996-07-01 113.44319838996000 1996-08-01 114.79468952065099 1996-09-01 115.45965130555000 1996-10-01 115.44120439692400 1996-11-01 115.86019487591801 1996-12-01 116.65036900073600 1997-01-01 116.61207150431300 1997-02-01 116.82850727394501 1997-03-01 117.19804480009199 1997-04-01 117.23116769370701 1997-05-01 117.78123976060800 1997-06-01 118.12039589672001 1997-07-01 118.18997053209800 1997-08-01 118.86881612945700 1997-09-01 118.72310491647300 1997-10-01 118.84505536323499 1997-11-01 118.70779415545601 1997-12-01 119.08596078560200 1998-01-01 120.00278117835200 1998-02-01 120.06564434270800 1998-03-01 120.33220709930201 1998-04-01 119.93769401135100 1998-05-01 120.04177035576201 1998-06-01 120.07120632784600 1998-07-01 119.54261411176400 1998-08-01 119.38910181130899 1998-09-01 119.46851267192500 1998-10-01 119.50619473502701 1998-11-01 118.81951752409300 1998-12-01 119.29030786738100 1999-01-01 119.29599137166599 1999-02-01 119.53100590264401 1999-03-01 119.71777894246500 1999-04-01 120.28857966096001 1999-05-01 120.27842932436000 1999-06-01 120.07876172020300 1999-07-01 120.13860122335000 1999-08-01 119.87362226566100 1999-09-01 120.08202364760900 1999-10-01 120.67040381903999 1999-11-01 120.66259046235900 1999-12-01 120.96108733562201 2000-01-01 121.32070005297100 2000-02-01 121.58313087307800 2000-03-01 121.91228520478600 2000-04-01 122.49274388333201 2000-05-01 122.26322957770999 2000-06-01 122.60792004475500 2000-07-01 122.70967810099900 2000-08-01 123.09162062023199 2000-09-01 123.21737226346501 2000-10-01 122.86598085981800 2000-11-01 123.60130438297900 2000-12-01 123.42973582702700 2001-01-01 122.87746063888700 2001-02-01 122.97608953018400 2001-03-01 123.42953174254000 2001-04-01 124.22611693422500 2001-05-01 124.86448301749400 2001-06-01 125.63342519888701 2001-07-01 126.19972054471400 2001-08-01 127.51304172542600 2001-09-01 127.00633177175399 2001-10-01 127.46767080272700 2001-11-01 127.96666008960699 2001-12-01 128.26906347253998 2002-01-01 128.51767708080098 2002-02-01 128.73433284581500 2002-03-01 128.91030517677402 2002-04-01 131.26749946961400 2002-05-01 131.82351603748200 2002-06-01 132.98828439424400 2002-07-01 132.96631266377000 2002-08-01 134.06014639937402 2002-09-01 132.79368414609100 2002-10-01 133.53025505536100 2002-11-01 134.07096991000700 2002-12-01 133.93761845198400 2003-01-01 137.21624251373900 2003-02-01 137.95904703707300 2003-03-01 137.76122665482200 2003-04-01 136.53193895300600 2003-05-01 137.12880892743500 2003-06-01 136.23091671905800 2003-07-01 137.56420432791100 2003-08-01 137.68411112911000 2003-09-01 138.35074309067800 2003-10-01 139.11436541667200 2003-11-01 139.21516005395100 2003-12-01 139.96473328955500 2004-01-01 140.16837406758000 2004-02-01 140.53756411397399 2004-03-01 141.08299058530000 2004-04-01 142.38177722639100 2004-05-01 143.03706393446400 2004-06-01 141.76765246029800 2004-07-01 144.51909512754600 2004-08-01 144.85060686924800 2004-09-01 145.28194901784300 2004-10-01 145.61268129380400 2004-11-01 145.68370875502000 2004-12-01 146.52504678842200 2005-01-01 147.34894051701800 2005-02-01 147.84943707212202 2005-03-01 148.24372568009500 2005-04-01 148.29416756800200 2005-05-01 148.17742620343398 2005-06-01 147.48291228255800 2005-07-01 148.54626390161600 2005-08-01 149.34083655211300 2005-09-01 150.07974912050300 2005-10-01 150.97826750704800 2005-11-01 151.56603045130500 2005-12-01 151.61365728619900 2006-01-01 151.35719254931700 2006-02-01 151.38840447534702 2006-03-01 152.30566645733998 2006-04-01 151.12813226079800 2006-05-01 152.00889930184000 2006-06-01 151.82321579414000 2006-07-01 152.37635392055700 2006-08-01 152.46234313339700 2006-09-01 153.31082981666500 2006-10-01 152.34487208406700 2006-11-01 153.04936904421400 2006-12-01 153.21987198687000 2007-01-01 153.72409468214100 2007-02-01 154.07050225577400 2007-03-01 154.37085460143800 2007-04-01 154.80058900975100 2007-05-01 155.48156864693800 2007-06-01 156.81150900150700 2007-07-01 155.71327791305500 2007-08-01 155.90722502433500 2007-09-01 156.41611690456900 2007-10-01 155.68972751769000 2007-11-01 156.11022156395000 2007-12-01 156.32448284947000 2008-01-01 157.24911050968700 2008-02-01 157.58166188753900 2008-03-01 157.60242619749200 2008-04-01 158.30127307037800 2008-05-01 158.53091761618998 2008-06-01 158.56670180698902 2008-07-01 158.77964391740500 2008-08-01 158.80780991472000 2008-09-01 159.33466448545400 2008-10-01 159.53183851291700 2008-11-01 159.59115332029600 2008-12-01 159.91881010716600 2009-01-01 158.96826981626498 2009-02-01 159.80309686439400 2009-03-01 159.83881400434998 2009-04-01 159.79558866573200 2009-05-01 159.98255177352100 2009-06-01 159.90337246458600 2009-07-01 159.25232478082500 2009-08-01 159.54645736915100 2009-09-01 159.36729290106400 2009-10-01 160.19960332680300 2009-11-01 160.53650274606400 2009-12-01 159.88740676775100 2010-01-01 159.68316969145900 2010-02-01 160.01355323523800 2010-03-01 160.38995517030000 2010-04-01 160.07050784660100 2010-05-01 160.21135708758800 2010-06-01 160.29025931066602 2010-07-01 161.05008265773800 2010-08-01 161.59752896720101 2010-09-01 161.60049507666000 2010-10-01 162.57533529608400 2010-11-01 162.86050989150900 2010-12-01 163.03655063775800 2011-01-01 163.21630409542100 2011-02-01 163.40942130750900 2011-03-01 163.44403498379000 2011-04-01 165.84702865299900 2011-05-01 165.52092127678000 2011-06-01 165.76558493413100 2011-07-01 166.77749480613400 2011-08-01 166.56862719516300 2011-09-01 167.04252351047700 2011-10-01 166.37629662807500 2011-11-01 166.26811790075900 2011-12-01 166.75809954531000 2012-01-01 167.62357190217400 2012-02-01 168.43212897866200 2012-03-01 168.73284055642100 2012-04-01 167.50040756781600 2012-05-01 167.41068988819800 2012-06-01 167.93843187170900 2012-07-01 167.79890946020000 2012-08-01 168.07847884442100 2012-09-01 167.79719537991699 2012-10-01 167.93814648895798 2012-11-01 168.07642290375298 2012-12-01 168.82135595309100 2013-01-01 168.52660555175500 2013-02-01 169.05277767973800 2013-03-01 168.78495712338100 2013-04-01 169.42050748221200 2013-05-01 169.24290640705500 2013-06-01 169.82320465304500 2013-07-01 169.76884596458000 2013-08-01 170.02687068210300 2013-09-01 170.35232997186100 2013-10-01 170.59654538239200 2013-11-01 170.58571130418300 2013-12-01 170.46312587999900 2014-01-01 170.01278643331000 2014-02-01 170.98876083053800 2014-03-01 171.28403068597800 2014-04-01 171.20903031247800 2014-05-01 171.62317319152902 2014-06-01 171.48880239149000 2014-07-01 171.47034421355200 2014-08-01 171.71687615835100 2014-09-01 171.60007421990700 2014-10-01 171.82996133784400 2014-11-01 172.08635735007900 2014-12-01 172.85097458289002 2015-01-01 172.28121556400400 2015-02-01 172.13326010801103 2015-03-01 172.78799338631100 2015-04-01 172.48840643764302 2015-05-01 172.90141326095403 2015-06-01 173.26051226044900 2015-07-01 173.98298409189700 2015-08-01 174.26872946959100 2015-09-01 173.88895853810400 2015-10-01 176.11894036256302 2015-11-01 176.37004802829700 2015-12-01 176.77379109509000 2016-01-01 177.01930098173000 2016-02-01 177.11647637762698 2016-03-01 177.30809217492200 2016-04-01 178.16745708129900 2016-05-01 178.38917237549703 2016-06-01 177.93912554359900 2016-07-01 178.56389416735000 2016-08-01 178.59546755765700 2016-09-01 179.19111657341702 2016-10-01 178.79974170669400 2016-11-01 178.75222865715800 2016-12-01 179.24383254846600 2017-01-01 179.31697833427800 2017-02-01 179.95493144815800 2017-03-01 179.98217765910700 2017-04-01 180.28400655867400 2017-05-01 180.81028375559500 2017-06-01 181.24369526011200 2017-07-01 181.11144780166302 2017-08-01 181.27150291075000 2017-09-01 181.88670115827900 2017-10-01 182.01945957509800 2017-11-01 182.46150278001000 2017-12-01 182.91031247210302 2018-01-01 183.34615549287497 2018-02-01 183.75150467548698 2018-03-01 184.44694482657397 2018-04-01 184.68068254053398 2018-05-01 184.35881294229000 2018-06-01 185.01985838292000 2018-07-01 184.61815049351898 2018-08-01 185.05740585516300 2018-09-01 184.52654137651600 2018-10-01 184.78712151318902 2018-11-01 184.94663364729303 2018-12-01 184.90874258060000 2019-01-01 186.12201887319600 2019-02-01 185.91830340039300 2019-03-01 186.69715560932500 2019-04-01 187.51065295064300 2019-05-01 187.39909155347198 2019-06-01 187.50502107272400 2019-07-01 187.85195163969502 2019-08-01 188.42273998130298 2019-09-01 188.31229786596000 2019-10-01 188.26639862594502 2019-11-01 188.76441588003800 2019-12-01 188.80455463280900 2020-01-01 188.29896516980500 2020-02-01 188.73326683111400 2020-03-01 187.67490717029702 2020-04-01 149.41490621702300 2020-05-01 151.36586405504698 2020-06-01 161.37067599726900 2020-07-01 166.48011488120000 2020-08-01 169.16493378055202 2020-09-01 171.20818282874500 2020-10-01 172.32045517701600 2020-11-01 172.61360962824500 2020-12-01 173.64723758641898 2021-01-01 174.33519760102200 2021-02-01 174.94097602962600 2021-03-01 175.52558843754200 2021-04-01 174.50468769537602 2021-05-01 173.66825991220200 2021-06-01 175.40267143959900 2021-07-01 174.95982819332600 2021-08-01 174.65351264077302 2021-09-01 174.04270770685397 2021-10-01 175.34598097807498 2021-11-01 175.63300951548302 2021-12-01 175.22872156798098 2022-01-01 175.79417345816003 2022-02-01 176.60926611864700 2022-03-01 176.93896663152302 2022-04-01 178.87467682669200 2022-05-01 178.62160869979698 2022-06-01 178.31349762331402 2022-07-01 180.36662236406200 2022-08-01 180.76296794204399 2022-09-01 181.10083560328700 2022-10-01 181.89954873025200 2022-11-01 183.21890622861000 2022-12-01 185.00123569216000 2023-01-01 186.23960366167998 2023-02-01 186.90558317968498 2023-03-01 187.97733977360900 2023-04-01 188.67363560495602 2023-05-01 189.25066559405101 2023-06-01 189.98835940345901 2023-07-01 190.61562692240102 2023-08-01 191.17077691012298 2023-09-01 191.57606993215802 2023-10-01 191.26531222011002 2023-11-01 191.30620210380900 2023-12-01 191.46419548077702 2024-01-01 188.08080667548700 2024-02-01 191.90178370019600 2024-03-01 192.56992663333700 2024-04-01 193.44152067876700