Title: All Employees: Education and Health Services: Private Education and Health Services in Tuscaloosa, AL (MSA) Series ID: TUSC201EDUH 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 2024-02-01 Last Updated: 2024-03-23 4:31 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/TUSC201EDUHN). 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 3.8032712662720800 1990-02-01 3.7922999396416603 1990-03-01 3.8350172509373200 1990-04-01 3.9197340524383300 1990-05-01 3.9227485430825800 1990-06-01 4.0494804526728600 1990-07-01 4.0227302437231500 1990-08-01 4.0310918133356810 1990-09-01 4.0147487824809800 1990-10-01 4.1088214812015100 1990-11-01 4.1489805475175600 1990-12-01 4.2480423357372490 1991-01-01 4.2066895769097100 1991-02-01 4.3945549068545100 1991-03-01 4.4365796024940490 1991-04-01 4.3158138831178490 1991-05-01 4.2230213985243000 1991-06-01 4.3511289685404195 1991-07-01 4.3161369622422300 1991-08-01 4.2307207123057900 1991-09-01 4.4153730007840900 1991-10-01 4.4145752239958400 1991-11-01 4.3494742606562600 1991-12-01 4.3468174556610800 1992-01-01 4.4102360268586110 1992-02-01 4.3947307708005100 1992-03-01 4.4301007167624290 1992-04-01 4.4153690592665500 1992-05-01 4.5251429210743700 1992-06-01 4.4539510614563200 1992-07-01 4.5116910019516700 1992-08-01 4.6277083437660800 1992-09-01 4.6149578631677000 1992-10-01 4.6198811385698300 1992-11-01 4.6488364220673600 1992-12-01 4.6493299583115400 1993-01-01 4.7165372728592600 1993-02-01 4.6960597521610400 1993-03-01 4.7207215508782300 1993-04-01 4.8141984621603090 1993-05-01 4.8229176745469900 1993-06-01 4.8571797558930700 1993-07-01 5.0050431866086300 1993-08-01 4.9198104042462300 1993-09-01 5.0215765883135410 1993-10-01 5.0306021754812100 1993-11-01 5.1544169974038500 1993-12-01 5.1482394350884700 1994-01-01 5.1203641684739410 1994-02-01 5.1983841505016500 1994-03-01 5.2059211495954900 1994-04-01 5.3105299227947910 1994-05-01 5.3228735235222900 1994-06-01 5.3553539022715600 1994-07-01 5.4018614457536600 1994-08-01 5.4179433588429400 1994-09-01 5.4286371339154400 1994-10-01 5.4403267432615800 1994-11-01 5.4592226690849100 1994-12-01 5.4439668920641310 1995-01-01 5.6267710999188605 1995-02-01 5.7038022499704000 1995-03-01 5.6909813367845800 1995-04-01 5.6048187471473705 1995-05-01 5.6178608539462800 1995-06-01 5.7508363833373295 1995-07-01 5.7019513868013200 1995-08-01 5.8162230986878100 1995-09-01 5.8382159214250800 1995-10-01 5.9496385591749090 1995-11-01 5.9687694301576100 1995-12-01 5.9379063724259500 1996-01-01 5.9319616944151505 1996-02-01 6.0062788810506900 1996-03-01 5.9703718595785700 1996-04-01 6.0067583781193900 1996-05-01 6.0212870105029110 1996-06-01 5.9420130743533495 1996-07-01 6.4055177160599290 1996-08-01 6.3134025924499590 1996-09-01 6.2349079553675490 1996-10-01 6.1552814515431610 1996-11-01 6.1769799100234195 1996-12-01 6.2352322907594800 1997-01-01 6.2457042725245410 1997-02-01 6.2052033333239100 1997-03-01 6.2570760637050910 1997-04-01 6.3138822385925595 1997-05-01 6.3241315638082400 1997-06-01 6.3385243030248795 1997-07-01 6.3000696092068900 1997-08-01 6.2987878595982005 1997-09-01 6.4253060076003600 1997-10-01 6.4665324056537990 1997-11-01 6.4835688141652690 1997-12-01 6.5382628421629500 1998-01-01 6.5535248846211390 1998-02-01 6.5067559276341200 1998-03-01 6.5558592103392800 1998-04-01 6.5241774675740190 1998-05-01 6.5361614389178200 1998-06-01 6.4314782007994800 1998-07-01 6.3866786417468200 1998-08-01 6.3783016388916210 1998-09-01 6.4035486847359200 1998-10-01 6.4792865069895490 1998-11-01 6.4840725790730405 1998-12-01 6.4482971829530400 1999-01-01 6.4656245678173300 1999-02-01 6.5133491315020600 1999-03-01 6.5696144187822900 1999-04-01 6.5281364921239400 1999-05-01 6.5428975403015200 1999-06-01 6.6213561422914900 1999-07-01 6.6700792770644700 1999-08-01 6.6576884055448200 1999-09-01 6.6927117978481700 1999-10-01 6.5849026547037100 1999-11-01 6.5789300917247400 1999-12-01 6.6609472923218000 2000-01-01 6.5738289648180310 2000-02-01 6.7201135885742000 2000-03-01 6.6848328645932700 2000-04-01 6.5349228492268710 2000-05-01 6.6519572162332310 2000-06-01 6.7090632322099810 2000-07-01 6.7605515561340700 2000-08-01 6.8382460896571400 2000-09-01 6.7867250009362400 2000-10-01 6.7826720758966506 2000-11-01 6.8669261463773700 2000-12-01 6.8708780659049400 2001-01-01 6.9898978908946905 2001-02-01 6.9213942265240590 2001-03-01 6.9015073371598900 2001-04-01 6.9343350453489400 2001-05-01 6.9522022546052600 2001-06-01 7.0060622209713600 2001-07-01 7.0592903385588300 2001-08-01 7.1282641999343100 2001-09-01 7.0950179243322100 2001-10-01 6.9726916343278305 2001-11-01 6.9524092483661400 2001-12-01 6.8682828911923300 2002-01-01 6.9977018175026290 2002-02-01 6.6210349653779510 2002-03-01 6.7140636732145890 2002-04-01 6.9324603476169500 2002-05-01 6.9488236691421505 2002-06-01 7.0153248147668700 2002-07-01 6.9730033334878900 2002-08-01 6.8299946994061400 2002-09-01 6.8952373481747005 2002-10-01 7.0563387773939800 2002-11-01 7.0404223912801305 2002-12-01 7.0576136501126690 2003-01-01 7.0011752241065000 2003-02-01 7.0210271652292800 2003-03-01 7.0249843616228200 2003-04-01 6.9263064545080400 2003-05-01 6.9376463026024810 2003-06-01 6.9322872461029900 2003-07-01 6.8959790161045190 2003-08-01 6.9450457694812000 2003-09-01 6.8960373375390200 2003-10-01 6.9369662204355700 2003-11-01 7.0267222063506200 2003-12-01 6.9372077098581100 2004-01-01 6.9015926873163100 2004-02-01 7.0184461347782600 2004-03-01 7.1304123011551500 2004-04-01 7.0261741231301910 2004-05-01 7.0313498231349900 2004-06-01 7.0517336787382900 2004-07-01 7.1203911613484205 2004-08-01 7.1605646765066200 2004-09-01 7.1876732606085500 2004-10-01 7.2250689225673300 2004-11-01 7.2112473782575890 2004-12-01 7.3190683231792310 2005-01-01 7.3049682614471690 2005-02-01 7.3129809007807390 2005-03-01 7.4340122602175400 2005-04-01 7.3259139416285890 2005-05-01 7.3257019891180600 2005-06-01 7.2674194482052310 2005-07-01 7.3444960487452300 2005-08-01 7.3722273897989900 2005-09-01 7.4796186080517010 2005-10-01 7.5191135622735590 2005-11-01 7.4985375163595200 2005-12-01 7.6087028411460900 2006-01-01 7.7001673039567600 2006-02-01 7.7133693212084300 2006-03-01 7.7299300517415090 2006-04-01 7.8265929189220190 2006-05-01 7.9216719832222100 2006-06-01 7.9765497440175590 2006-07-01 8.0658073561623010 2006-08-01 8.0815475092066010 2006-09-01 8.1678103162282700 2006-10-01 8.1197296702059200 2006-11-01 8.1904079565301500 2006-12-01 8.2201473194525400 2007-01-01 8.1869749941327910 2007-02-01 8.2126178867591100 2007-03-01 8.2185418869585800 2007-04-01 8.4254695669210200 2007-05-01 8.3183842348446000 2007-06-01 8.3770713838511800 2007-07-01 8.3822628307417590 2007-08-01 8.3844263605361520 2007-09-01 8.3657965019976600 2007-10-01 8.4264766229832600 2007-11-01 8.4903554903000900 2007-12-01 8.5425091613153300 2008-01-01 8.3718346808523000 2008-02-01 8.4038702759612200 2008-03-01 8.2922694191869400 2008-04-01 8.5277145682079400 2008-05-01 8.4202469086542100 2008-06-01 8.3703684165241100 2008-07-01 8.2949658213107600 2008-08-01 8.3850261264372090 2008-09-01 8.3724679748247900 2008-10-01 8.4410940036822400 2008-11-01 8.3937668359321800 2008-12-01 8.3693494058924900 2009-01-01 8.3553409272567200 2009-02-01 8.2851165223830500 2009-03-01 8.3600287504172890 2009-04-01 8.3317037361759600 2009-05-01 8.3269503284200100 2009-06-01 8.1601576097619900 2009-07-01 8.3075262864272500 2009-08-01 8.2834244392241300 2009-09-01 8.3837160979833900 2009-10-01 8.3531771607075800 2009-11-01 8.4072682868367900 2009-12-01 8.3861109416716690 2010-01-01 8.5400400329362310 2010-02-01 8.5666812503196400 2010-03-01 8.6303027102980900 2010-04-01 8.4350560312349000 2010-05-01 8.5339100369751300 2010-06-01 8.5488838229290900 2010-07-01 8.6163595102721900 2010-08-01 8.6896346171132690 2010-09-01 8.5928757332418000 2010-10-01 8.5666203546291600 2010-11-01 8.5202220990543600 2010-12-01 8.4873499940222200 2011-01-01 8.5274158490301400 2011-02-01 8.5494194533461110 2011-03-01 8.5138978701578800 2011-04-01 8.4427089987632100 2011-05-01 8.4404358374552310 2011-06-01 8.4382925555144690 2011-07-01 8.4217639485717900 2011-08-01 8.3955337719671110 2011-09-01 8.3965407315520000 2011-10-01 8.3745905262221300 2011-11-01 8.4330478367267500 2011-12-01 8.4729566126478100 2012-01-01 8.6243619737617500 2012-02-01 8.5391696337908300 2012-03-01 8.6119115013905500 2012-04-01 8.7506508953219000 2012-05-01 8.6455036842774900 2012-06-01 8.7259218185561600 2012-07-01 8.6226032858906700 2012-08-01 8.7048827181464200 2012-09-01 8.6989786685140500 2012-10-01 8.7781797626630100 2012-11-01 8.7377305681038300 2012-12-01 8.7455723525827700 2013-01-01 8.7320025408926000 2013-02-01 8.7359531865915400 2013-03-01 8.7206518822098500 2013-04-01 8.7560566387781500 2013-05-01 8.7548008957757900 2013-06-01 8.7140504670043000 2013-07-01 8.7254446387936290 2013-08-01 8.7075298341375500 2013-09-01 8.6967272423129990 2013-10-01 8.6706117748914100 2013-11-01 8.7412431928794300 2013-12-01 8.7199247646844800 2014-01-01 8.6477083427412700 2014-02-01 8.6366273553656200 2014-03-01 8.6308807787648880 2014-04-01 8.5592085109297890 2014-05-01 8.6696806660436500 2014-06-01 8.6027422076872600 2014-07-01 8.6258681694550710 2014-08-01 8.6041088645155190 2014-09-01 8.6895713747302810 2014-10-01 8.6672912714232990 2014-11-01 8.6391788126607600 2014-12-01 8.7060676707311300 2015-01-01 8.7610276128530290 2015-02-01 8.7361363558709400 2015-03-01 8.6399272227164200 2015-04-01 8.7629133781280100 2015-05-01 8.7931214631107400 2015-06-01 8.7933332048458800 2015-07-01 8.9204444531927000 2015-08-01 8.7895306414156900 2015-09-01 8.7759162275948900 2015-10-01 8.8677976671593600 2015-11-01 8.8391169962808200 2015-12-01 8.9062637488482900 2016-01-01 8.8739417134351200 2016-02-01 8.9341095035596180 2016-03-01 8.9457609360483900 2016-04-01 9.0681406514138900 2016-05-01 9.0156764381875390 2016-06-01 9.0883341061223590 2016-07-01 9.1079767795730800 2016-08-01 9.1688744855939400 2016-09-01 9.1610014912361990 2016-10-01 9.1728392353350380 2016-11-01 9.0323390207374000 2016-12-01 9.2222604846784300 2017-01-01 9.0826337240213200 2017-02-01 9.1328089572318300 2017-03-01 9.1572931066364600 2017-04-01 9.0684731917063810 2017-05-01 9.0345302823901190 2017-06-01 9.0863964830383300 2017-07-01 8.9933372168473210 2017-08-01 9.0477684994256900 2017-09-01 9.0487148231909200 2017-10-01 9.0731230810205810 2017-11-01 9.1192359943458300 2017-12-01 9.1486467312295000 2018-01-01 9.2887565408198680 2018-02-01 9.2331575704697590 2018-03-01 9.2734672925895300 2018-04-01 9.2625301252301890 2018-05-01 9.2403459298106510 2018-06-01 9.2936781362020380 2018-07-01 9.2801914360217600 2018-08-01 9.2358033511800190 2018-09-01 9.2421633037897790 2018-10-01 9.1699126532952310 2018-11-01 9.2014000895457400 2018-12-01 9.2808279360903400 2019-01-01 9.1805272923594400 2019-02-01 9.2323255627526880 2019-03-01 9.2937186008321000 2019-04-01 9.2530524373545400 2019-05-01 9.3381817683027890 2019-06-01 9.3068903631995390 2019-07-01 9.4710207082072200 2019-08-01 9.4333335524503390 2019-09-01 9.4407077444787300 2019-10-01 9.3608823626116900 2019-11-01 9.3931101223756310 2019-12-01 9.3066396866135900 2020-01-01 9.3659795487781600 2020-02-01 9.4336149713696410 2020-03-01 9.4049583320328900 2020-04-01 8.3376383226346600 2020-05-01 8.5274043472963400 2020-06-01 8.6230714368949290 2020-07-01 8.6704215331772900 2020-08-01 8.7441853964112400 2020-09-01 8.7453412761807310 2020-10-01 8.8531223709792700 2020-11-01 8.8873666923433310 2020-12-01 8.8235872981222000 2021-01-01 8.8515442675415700 2021-02-01 8.8306181944634100 2021-03-01 8.8079398250085100 2021-04-01 8.9192461833575300 2021-05-01 8.9172249550439010 2021-06-01 8.8329422763264610 2021-07-01 9.0777147849287590 2021-08-01 8.9599896001223200 2021-09-01 9.0573272010393900 2021-10-01 9.1485372411824300 2021-11-01 9.1869433063072000 2021-12-01 9.2256639452300200 2022-01-01 9.3442956339464400 2022-02-01 9.3283838983932900 2022-03-01 9.2991443340958700 2022-04-01 9.3007084043183900 2022-05-01 9.3066240754082400 2022-06-01 9.3378422161943300 2022-07-01 9.3898609813681700 2022-08-01 9.4814766074786880 2022-09-01 9.4685432031898210 2022-10-01 9.5517805682424200 2022-11-01 9.4880046706001400 2022-12-01 9.4195929202773600 2023-01-01 9.7374199419023010 2023-02-01 9.7231411033472120 2023-03-01 9.8870206349860900 2023-04-01 9.8906477535525390 2023-05-01 9.9020348488546690 2023-06-01 9.9382730255848800 2023-07-01 9.8987669683795390 2023-08-01 9.8953589462978700 2023-09-01 9.9770273997403920 2023-10-01 9.9572891116185800 2023-11-01 10.0942606740960980 2023-12-01 10.1075062405094000 2024-01-01 10.0356971409873000 2024-02-01 10.1209310405579000