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 Birmingham-Hoover, AL (MSA) Series ID: BIRM801EDUH 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 2024-03-01 Last Updated: 2024-04-20 6:14 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/BIRM801EDUHN). 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 42.771156997403900 1990-02-01 42.900430247518600 1990-03-01 42.956957116769500 1990-04-01 43.071015338888600 1990-05-01 43.251916397002496 1990-06-01 43.645985728830600 1990-07-01 43.603660705673796 1990-08-01 43.585568319885795 1990-09-01 43.900758819043396 1990-10-01 44.166027423628500 1990-11-01 44.610174081280100 1990-12-01 44.608166444620200 1991-01-01 44.092925942695295 1991-02-01 44.402667292025500 1991-03-01 44.542603941111900 1991-04-01 44.675891057683200 1991-05-01 44.755220722705296 1991-06-01 44.849009367494496 1991-07-01 45.203074851340700 1991-08-01 45.303144844676396 1991-09-01 45.484006191755800 1991-10-01 45.662029408726400 1991-11-01 45.907216814160700 1991-12-01 46.194197070944500 1992-01-01 46.928148854584800 1992-02-01 46.813527070654004 1992-03-01 46.918271192363300 1992-04-01 47.282067184667596 1992-05-01 47.452613164026900 1992-06-01 47.562166469406100 1992-07-01 47.602557293615000 1992-08-01 47.921023413576790 1992-09-01 48.059843569879504 1992-10-01 48.263687904382100 1992-11-01 48.390647308111300 1992-12-01 48.468066280066900 1993-01-01 48.772159467261710 1993-02-01 48.830463608182790 1993-03-01 49.091212367505210 1993-04-01 49.302728652131390 1993-05-01 49.441831636617700 1993-06-01 49.560222974299500 1993-07-01 50.211844883440705 1993-08-01 49.937162393220600 1993-09-01 49.911806933312400 1993-10-01 50.063535527993600 1993-11-01 50.186903097364294 1993-12-01 50.247691920310600 1994-01-01 50.106350192183200 1994-02-01 50.372592795614900 1994-03-01 50.389336884946700 1994-04-01 50.217057751696800 1994-05-01 50.328427397434000 1994-06-01 50.551739440378600 1994-07-01 50.702204450600400 1994-08-01 50.510462308623710 1994-09-01 50.872948668255795 1994-10-01 50.378975589353000 1994-11-01 50.676545165745200 1994-12-01 50.816116388070300 1995-01-01 51.066086234753290 1995-02-01 51.422183406455400 1995-03-01 51.221072639386904 1995-04-01 51.142895984151494 1995-05-01 51.210164188462706 1995-06-01 51.733812973998795 1995-07-01 51.078436385858400 1995-08-01 51.066944265678800 1995-09-01 50.924198310186604 1995-10-01 51.082175213590794 1995-11-01 51.375629156490000 1995-12-01 51.382374004204294 1996-01-01 51.325084651313894 1996-02-01 51.284787557075900 1996-03-01 51.480576631345390 1996-04-01 51.362492004009600 1996-05-01 51.397943003135794 1996-06-01 51.314253315660800 1996-07-01 51.324893606455205 1996-08-01 51.493757271144894 1996-09-01 51.987548242199296 1996-10-01 52.194925834787290 1996-11-01 52.168887588705104 1996-12-01 52.447213696524490 1997-01-01 53.208518179420700 1997-02-01 53.239443115864800 1997-03-01 53.346377476770500 1997-04-01 54.083034010965210 1997-05-01 54.089739099092000 1997-06-01 54.426172461280400 1997-07-01 54.457417140694800 1997-08-01 54.829887756299400 1997-09-01 54.642487493130500 1997-10-01 54.689571522216795 1997-11-01 54.860994602423600 1997-12-01 54.840881031139400 1998-01-01 54.473585937984500 1998-02-01 54.460213873775800 1998-03-01 54.306336462141800 1998-04-01 54.482075322019500 1998-05-01 54.801123670908600 1998-06-01 54.625432077046796 1998-07-01 54.883282040482400 1998-08-01 54.564496988030700 1998-09-01 54.352376218215290 1998-10-01 54.213297299771100 1998-11-01 54.048577257317700 1998-12-01 54.077878328566800 1999-01-01 53.618789568027200 1999-02-01 53.517315750344710 1999-03-01 53.615188126469100 1999-04-01 53.488540385189800 1999-05-01 53.526956256535705 1999-06-01 54.024916959331400 1999-07-01 53.818053234200704 1999-08-01 53.750334546261400 1999-09-01 53.975418485529296 1999-10-01 53.830276612043505 1999-11-01 53.829109945453990 1999-12-01 54.140860189112200 2000-01-01 54.564907452208100 2000-02-01 54.552993533834890 2000-03-01 54.578332694381710 2000-04-01 54.568286018300800 2000-05-01 54.756192689392996 2000-06-01 54.822979499036400 2000-07-01 55.398849620907100 2000-08-01 55.475905651404600 2000-09-01 55.523872521560605 2000-10-01 55.646851896191210 2000-11-01 55.677012729175500 2000-12-01 55.600583088466210 2001-01-01 55.673654624535295 2001-02-01 55.882415201871600 2001-03-01 55.810634222457500 2001-04-01 56.143267212855300 2001-05-01 56.079560108524200 2001-06-01 56.127946328387004 2001-07-01 55.810872279659904 2001-08-01 55.622702964734295 2001-09-01 56.172079120771290 2001-10-01 56.557763403240900 2001-11-01 56.934799924174000 2001-12-01 57.063296474717000 2002-01-01 57.060176009177596 2002-02-01 57.530856899510795 2002-03-01 57.661379754934210 2002-04-01 57.704742221891500 2002-05-01 57.680291681559300 2002-06-01 57.615949993281205 2002-07-01 58.854783075571500 2002-08-01 58.362710079759900 2002-09-01 59.326347790737400 2002-10-01 58.863598122951790 2002-11-01 58.889096988119000 2002-12-01 58.777299636432105 2003-01-01 59.055952052791300 2003-02-01 59.217393818805895 2003-03-01 59.442338310229300 2003-04-01 59.397157477067100 2003-05-01 59.465211244385700 2003-06-01 59.296362821344005 2003-07-01 59.381386557648604 2003-08-01 59.472729135704000 2003-09-01 59.458598750969800 2003-10-01 59.668240669326100 2003-11-01 59.959849652306100 2003-12-01 60.066825334425104 2004-01-01 60.348992110853900 2004-02-01 60.256378902037795 2004-03-01 60.366710569171104 2004-04-01 60.420359414679496 2004-05-01 60.327538760246800 2004-06-01 60.467922077934200 2004-07-01 60.384799833490400 2004-08-01 60.456172091096896 2004-09-01 60.670701352693996 2004-10-01 60.563181806718700 2004-11-01 60.647303965463100 2004-12-01 60.834059435172500 2005-01-01 61.329704180000110 2005-02-01 61.227011669595100 2005-03-01 61.331152267776005 2005-04-01 61.467844678811290 2005-05-01 61.698962277788300 2005-06-01 61.743014145672400 2005-07-01 61.870136413224710 2005-08-01 61.817881223664100 2005-09-01 61.650432504067900 2005-10-01 61.747296232584700 2005-11-01 61.524697054890005 2005-12-01 61.803423628745200 2006-01-01 61.509620909967204 2006-02-01 61.603576851473600 2006-03-01 61.630224524255800 2006-04-01 61.614191274924710 2006-05-01 61.664581225481400 2006-06-01 61.727907115660600 2006-07-01 61.755308069247210 2006-08-01 61.865178762885800 2006-09-01 61.935447002584894 2006-10-01 62.030087913277210 2006-11-01 62.378416009883100 2006-12-01 62.284916034945205 2007-01-01 62.411010571128100 2007-02-01 62.448926615735500 2007-03-01 62.625940141027500 2007-04-01 62.855034933739400 2007-05-01 63.157930415455400 2007-06-01 63.425035735800400 2007-07-01 63.646924447861300 2007-08-01 64.126775308566800 2007-09-01 63.912207051335500 2007-10-01 64.105327344923200 2007-11-01 63.805550839292500 2007-12-01 64.390496531204090 2008-01-01 64.518202272839500 2008-02-01 64.580811971632100 2008-03-01 64.802339496862600 2008-04-01 64.477120250302110 2008-05-01 64.946829825598300 2008-06-01 65.048959519502790 2008-07-01 64.950571274219600 2008-08-01 65.007940578660800 2008-09-01 64.987632980201500 2008-10-01 65.404597808473300 2008-11-01 64.351783334785000 2008-12-01 64.720540919654300 2009-01-01 64.480819884483990 2009-02-01 64.277639655065600 2009-03-01 64.220331108202200 2009-04-01 64.362198071424700 2009-05-01 64.468325485650700 2009-06-01 64.353847992481500 2009-07-01 65.104036509360100 2009-08-01 64.816504867851200 2009-09-01 64.839610434048910 2009-10-01 65.039694017358300 2009-11-01 65.418014388108900 2009-12-01 65.227815388623300 2010-01-01 65.558054187868210 2010-02-01 65.867705112062400 2010-03-01 65.517287498465900 2010-04-01 65.525435095671500 2010-05-01 65.583777951761200 2010-06-01 65.653594881166000 2010-07-01 65.795899206033300 2010-08-01 65.537276430352600 2010-09-01 65.282430078069400 2010-10-01 65.595288440053400 2010-11-01 65.428575593438000 2010-12-01 65.197857971945900 2011-01-01 65.139723698539600 2011-02-01 65.033168921226700 2011-03-01 65.685646538205100 2011-04-01 65.174446585258210 2011-05-01 65.424505119154700 2011-06-01 65.224499520921800 2011-07-01 65.604865931106390 2011-08-01 65.564985721731000 2011-09-01 65.824864152337100 2011-10-01 65.731345982119000 2011-11-01 65.865922192009400 2011-12-01 65.629689716605800 2012-01-01 66.454429449911300 2012-02-01 66.306779715931610 2012-03-01 66.682329468804400 2012-04-01 66.835037846689300 2012-05-01 66.452022147948000 2012-06-01 66.801468579270110 2012-07-01 66.592978171550000 2012-08-01 66.988982658077290 2012-09-01 67.368612763169700 2012-10-01 67.223138398930600 2012-11-01 67.624341656207500 2012-12-01 67.833851781033100 2013-01-01 67.880220778340200 2013-02-01 68.683720361847210 2013-03-01 68.208225961115600 2013-04-01 68.206042088557610 2013-05-01 68.897047925017900 2013-06-01 68.585406132628100 2013-07-01 68.150929612337300 2013-08-01 68.398923315706610 2013-09-01 68.425485731458510 2013-10-01 68.263939896318900 2013-11-01 68.599060843556800 2013-12-01 68.839472017989000 2014-01-01 68.517981679230300 2014-02-01 68.547966349778900 2014-03-01 68.867090367387900 2014-04-01 68.919668111826900 2014-05-01 68.724834391642290 2014-06-01 68.789702235437500 2014-07-01 68.740453508106200 2014-08-01 68.897581900717710 2014-09-01 69.007027063758600 2014-10-01 69.596039024031800 2014-11-01 68.830750315492000 2014-12-01 69.170315750921200 2015-01-01 69.477845508615200 2015-02-01 69.610433009763000 2015-03-01 69.327029562555510 2015-04-01 69.756319704204800 2015-05-01 70.072602147323890 2015-06-01 70.205826508428200 2015-07-01 70.493859795602900 2015-08-01 70.496485159059490 2015-09-01 70.410296197995210 2015-10-01 70.822828754399910 2015-11-01 70.399413506293800 2015-12-01 70.630229262065910 2016-01-01 70.727142945934590 2016-02-01 70.861551872711800 2016-03-01 70.900530841265590 2016-04-01 71.115212233259800 2016-05-01 71.313484612156420 2016-06-01 71.033052561879800 2016-07-01 71.619588360337800 2016-08-01 71.806614239103000 2016-09-01 72.426770423766700 2016-10-01 72.476860457051200 2016-11-01 71.824644402441100 2016-12-01 72.193725616108300 2017-01-01 71.856545789817490 2017-02-01 72.310109141339210 2017-03-01 72.568751243688300 2017-04-01 72.464417451241800 2017-05-01 72.472422074936290 2017-06-01 72.658476817063700 2017-07-01 72.878227297020800 2017-08-01 72.802367074589500 2017-09-01 73.152269313139500 2017-10-01 72.975394210779200 2017-11-01 73.526893648657210 2017-12-01 73.352847166136800 2018-01-01 73.271573996160400 2018-02-01 73.455181663642500 2018-03-01 73.725248964596700 2018-04-01 73.720767144539410 2018-05-01 73.943055888145100 2018-06-01 74.156702567194600 2018-07-01 74.036691088655090 2018-08-01 74.198382033364100 2018-09-01 74.195322346921400 2018-10-01 74.206005434591400 2018-11-01 74.532273310160590 2018-12-01 74.391052836598700 2019-01-01 74.877669972568500 2019-02-01 75.130054609572100 2019-03-01 75.278799314430700 2019-04-01 75.568133352224100 2019-05-01 75.703618197567510 2019-06-01 75.741940815995900 2019-07-01 75.902092138728590 2019-08-01 75.967742074184800 2019-09-01 76.238913240116700 2019-10-01 76.527477508601410 2019-11-01 77.067936999784300 2019-12-01 76.951955170978300 2020-01-01 76.853523039362400 2020-02-01 77.143071614228290 2020-03-01 76.808024561289200 2020-04-01 68.396314961406500 2020-05-01 70.484488723622590 2020-06-01 70.728759814408900 2020-07-01 71.023031889357200 2020-08-01 71.736810271620500 2020-09-01 72.109270067091090 2020-10-01 73.148400564735100 2020-11-01 72.337503862263300 2020-12-01 73.210127329789900 2021-01-01 73.270358612175290 2021-02-01 73.605518629894800 2021-03-01 73.557476592402410 2021-04-01 73.622040587266910 2021-05-01 73.567248817237200 2021-06-01 74.045333762064590 2021-07-01 74.074783287574500 2021-08-01 73.700992004461300 2021-09-01 73.432338035296600 2021-10-01 73.540960845665000 2021-11-01 74.062219997903400 2021-12-01 73.754772197615000 2022-01-01 73.755485089429090 2022-02-01 73.287154270922100 2022-03-01 73.582074041915900 2022-04-01 73.930977327767700 2022-05-01 74.226762235167300 2022-06-01 74.454906832031710 2022-07-01 74.612553221052790 2022-08-01 74.791110534178200 2022-09-01 75.443690430843800 2022-10-01 74.833116232041290 2022-11-01 74.688130474836500 2022-12-01 75.101469254416200 2023-01-01 75.674248789541790 2023-02-01 75.774561296508100 2023-03-01 76.419495013096800 2023-04-01 76.432450963900700 2023-05-01 76.888119545139200 2023-06-01 76.659079342575100 2023-07-01 77.184012140076190 2023-08-01 77.384508046730910 2023-09-01 77.734703812323500 2023-10-01 78.220740393377510 2023-11-01 79.264693377519210 2023-12-01 78.537615435773000 2024-01-01 78.103781382837200 2024-02-01 78.838970401735200 2024-03-01 79.458501199032300