Federal Reserve Economic Data

Table Data - All Employees: Education and Health Services: Private Educational Services in Provo-Orem, UT (MSA)

Title All Employees: Education and Health Services: Private Educational Services in Provo-Orem, UT (MSA)
Series ID SMU49393406561000001SA
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 2024-11-01
Last Updated 2024-12-21 5:08 AM CST
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. More information on X-13ARIMA-SEATS can be found here.

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.

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 11.577919441244500
1990-02-01 10.992692193617001
1990-03-01 11.191448986538200
1990-04-01 11.464406741091500
1990-05-01 11.436404137378400
1990-06-01 11.301407105008800
1990-07-01 10.781006905622199
1990-08-01 10.962281631085300
1990-09-01 11.424156753250001
1990-10-01 11.609059284257699
1990-11-01 11.760395978177100
1990-12-01 11.581895757422700
1991-01-01 12.988767197508599
1991-02-01 13.120752681464400
1991-03-01 13.170033883201402
1991-04-01 12.950823987434099
1991-05-01 12.970485722880499
1991-06-01 13.047776433865499
1991-07-01 12.191425072376600
1991-08-01 12.573994228715500
1991-09-01 12.093881225901600
1991-10-01 12.084557651234200
1991-11-01 12.041634599552600
1991-12-01 12.129357190493900
1992-01-01 12.060698864513302
1992-02-01 12.134449571361802
1992-03-01 12.164681817597700
1992-04-01 12.025297696490000
1992-05-01 12.002757438635001
1992-06-01 12.209560160859900
1992-07-01 12.022876116520600
1992-08-01 12.262208368080803
1992-09-01 12.487100379182700
1992-10-01 12.587584704960100
1992-11-01 12.611408805966999
1992-12-01 12.665480080560998
1993-01-01 12.833520410023699
1993-02-01 12.902315143154302
1993-03-01 12.946864756652300
1993-04-01 13.057760666977698
1993-05-01 13.166932656777300
1993-06-01 13.105195723470700
1993-07-01 13.504659652536700
1993-08-01 13.335374539892700
1993-09-01 13.168450910025802
1993-10-01 13.101290652939200
1993-11-01 13.169391419107600
1993-12-01 13.761833438973200
1994-01-01 13.431373212308000
1994-02-01 13.308957444883802
1994-03-01 13.440427992351400
1994-04-01 13.735553949054400
1994-05-01 13.713816840670600
1994-06-01 13.644603414219100
1994-07-01 13.764913630424301
1994-08-01 13.821233202060800
1994-09-01 13.863232006934800
1994-10-01 13.927967611979401
1994-11-01 13.820091710985599
1994-12-01 13.756084953617899
1995-01-01 13.738752745954600
1995-02-01 13.909863191559100
1995-03-01 13.816455898155300
1995-04-01 13.957944235846600
1995-05-01 13.882419754855700
1995-06-01 14.079664383078802
1995-07-01 14.375358824168300
1995-08-01 14.233799219889699
1995-09-01 13.883448781442402
1995-10-01 13.998441098391100
1995-11-01 14.087632816152100
1995-12-01 14.494629912918100
1996-01-01 14.244772540047600
1996-02-01 14.315504917237899
1996-03-01 14.158746724605200
1996-04-01 14.299076380324099
1996-05-01 14.047298506611302
1996-06-01 14.950512758209800
1996-07-01 14.524660586001800
1996-08-01 14.685792735853000
1996-09-01 14.959705507596700
1996-10-01 15.385622801670001
1996-11-01 15.205825270897400
1996-12-01 14.858829151549699
1997-01-01 15.114093412298100
1997-02-01 15.173184483084400
1997-03-01 15.415597037874200
1997-04-01 15.401733340993000
1997-05-01 15.623161967464599
1997-06-01 15.577278995262900
1997-07-01 15.987137641562800
1997-08-01 15.751933816628199
1997-09-01 15.820035906176100
1997-10-01 15.801986578445499
1997-11-01 16.058487621563803
1997-12-01 16.252673923177902
1998-01-01 16.361287810743800
1998-02-01 16.391528934612300
1998-03-01 16.659016048424000
1998-04-01 16.382404144086400
1998-05-01 16.738389935077600
1998-06-01 16.423025550424498
1998-07-01 17.946214323456500
1998-08-01 17.197908799491000
1998-09-01 16.783994089339600
1998-10-01 16.761993900980900
1998-11-01 16.929171474277900
1998-12-01 16.999852473506000
1999-01-01 16.926419943517402
1999-02-01 16.958469353739600
1999-03-01 16.971981389221302
1999-04-01 17.020288684884200
1999-05-01 17.172900085311802
1999-06-01 17.404139267091598
1999-07-01 17.307315988373002
1999-08-01 17.293253306366196
1999-09-01 17.271883384190303
1999-10-01 17.283715266684600
1999-11-01 17.145531689151200
1999-12-01 16.561678321594500
2000-01-01 17.491906689624400
2000-02-01 17.329495146786500
2000-03-01 17.296949134439302
2000-04-01 17.320232971570200
2000-05-01 17.527838508475600
2000-06-01 17.710741953235100
2000-07-01 17.771587352435300
2000-08-01 17.860606725660396
2000-09-01 17.786795217485400
2000-10-01 17.480777853512098
2000-11-01 17.633410646009400
2000-12-01 17.657138066858100
2001-01-01 17.752119676205897
2001-02-01 17.975000634152000
2001-03-01 17.914992546253398
2001-04-01 17.974279421451600
2001-05-01 17.906215736745900
2001-06-01 18.066383739852800
2001-07-01 17.671593994717800
2001-08-01 17.942808529358600
2001-09-01 18.200386961539700
2001-10-01 18.605520353556500
2001-11-01 18.374732566998800
2001-12-01 18.315993388079800
2002-01-01 18.089545987303200
2002-02-01 18.052370563130100
2002-03-01 18.171006487588100
2002-04-01 18.354764970843302
2002-05-01 18.173011895134000
2002-06-01 18.114562096802000
2002-07-01 17.897782961116200
2002-08-01 17.878987479761300
2002-09-01 18.040360776551100
2002-10-01 18.344547170187102
2002-11-01 18.178707250998500
2002-12-01 18.243856543959100
2003-01-01 18.220100510051900
2003-02-01 18.135394337359700
2003-03-01 18.256276838112200
2003-04-01 18.489461435362198
2003-05-01 18.062792913155800
2003-06-01 18.073147292884396
2003-07-01 17.952892490662300
2003-08-01 17.877755632873400
2003-09-01 18.163197704474700
2003-10-01 18.411428421883100
2003-11-01 18.360489656438700
2003-12-01 18.564146552293998
2004-01-01 18.431911953858897
2004-02-01 18.485214400334800
2004-03-01 18.538244081926997
2004-04-01 18.572722696484100
2004-05-01 18.514247002184700
2004-06-01 18.473276476593398
2004-07-01 18.663223483674700
2004-08-01 18.774056301030000
2004-09-01 18.859844686584000
2004-10-01 18.796052658484200
2004-11-01 18.942267907811700
2004-12-01 18.811634143370302
2005-01-01 19.105171784696900
2005-02-01 19.108312547158302
2005-03-01 18.837684648519300
2005-04-01 19.140661426954200
2005-05-01 19.170827909410697
2005-06-01 19.323956113733000
2005-07-01 19.449463741510602
2005-08-01 19.523848656256700
2005-09-01 19.520177722475200
2005-10-01 19.689696587092600
2005-11-01 19.720101745614200
2005-12-01 19.834678987196103
2006-01-01 19.874012513970100
2006-02-01 19.903046218041700
2006-03-01 19.970268058456398
2006-04-01 20.095720799748400
2006-05-01 20.294494041300897
2006-06-01 20.403529500887200
2006-07-01 20.432425259456302
2006-08-01 20.624648026298200
2006-09-01 20.537156532217000
2006-10-01 20.488368832779300
2006-11-01 20.677786465768303
2006-12-01 20.675659937630602
2007-01-01 20.673179616597103
2007-02-01 20.727711937878100
2007-03-01 20.735844607738300
2007-04-01 20.586963036546898
2007-05-01 20.601569915673302
2007-06-01 20.436131703427602
2007-07-01 20.359871771423200
2007-08-01 20.221975678146396
2007-09-01 19.976531649597300
2007-10-01 20.048955873626900
2007-11-01 19.935448003557600
2007-12-01 19.829221462364900
2008-01-01 20.486378848579400
2008-02-01 20.469193706777197
2008-03-01 20.483534522817800
2008-04-01 20.716844298363000
2008-05-01 20.686852899496900
2008-06-01 20.569835652678197
2008-07-01 20.409262070866600
2008-08-01 20.402375805137900
2008-09-01 20.663499025925898
2008-10-01 20.611335250874300
2008-11-01 20.680078523905500
2008-12-01 20.625547254721700
2009-01-01 20.800766324060500
2009-02-01 20.792949171310802
2009-03-01 20.707945402201200
2009-04-01 20.644428940082500
2009-05-01 20.536033602097397
2009-06-01 20.561168531072198
2009-07-01 21.090476962221400
2009-08-01 21.401405358045800
2009-09-01 20.972359504812600
2009-10-01 20.878101936707700
2009-11-01 20.942985567100700
2009-12-01 20.553730102082103
2010-01-01 20.850164820838600
2010-02-01 20.835529386866700
2010-03-01 21.027946369800603
2010-04-01 20.849866335911102
2010-05-01 20.965651348765000
2010-06-01 20.540096864817500
2010-07-01 21.672598118396500
2010-08-01 21.846282534033400
2010-09-01 21.229504476418600
2010-10-01 21.028493066147302
2010-11-01 21.025790342513698
2010-12-01 20.822776742406603
2011-01-01 20.720444919328102
2011-02-01 20.668628150226397
2011-03-01 20.667417874434100
2011-04-01 20.207413915859700
2011-05-01 21.050909325461603
2011-06-01 21.203362427970700
2011-07-01 21.384915125374103
2011-08-01 21.525715215031400
2011-09-01 21.510231902103200
2011-10-01 21.534050285847200
2011-11-01 21.654212947999500
2011-12-01 21.936584696128502
2012-01-01 21.895869357511300
2012-02-01 21.947091021508104
2012-03-01 22.038334572688800
2012-04-01 22.466877863581400
2012-05-01 22.523834312199696
2012-06-01 22.695549181669602
2012-07-01 22.432642616781300
2012-08-01 22.649900556674800
2012-09-01 22.269322248107000
2012-10-01 22.305846587143800
2012-11-01 22.295359468154803
2012-12-01 22.389488629086200
2013-01-01 22.381488792592396
2013-02-01 22.260584491633300
2013-03-01 22.266799903060900
2013-04-01 23.121484402639000
2013-05-01 22.526912752872700
2013-06-01 22.491369258850003
2013-07-01 22.586037240606103
2013-08-01 22.425956770541200
2013-09-01 22.419826192406898
2013-10-01 22.793813215280900
2013-11-01 22.736929164976600
2013-12-01 22.959813330097603
2014-01-01 22.742719172838000
2014-02-01 22.932435955747200
2014-03-01 23.041132623576104
2014-04-01 22.178697110136200
2014-05-01 22.429681106544600
2014-06-01 22.440286433086000
2014-07-01 22.375835716878800
2014-08-01 21.865555503567400
2014-09-01 22.446353671518000
2014-10-01 22.642925801597700
2014-11-01 22.710072982970000
2014-12-01 22.392330873028698
2015-01-01 22.640847076382100
2015-02-01 22.871370359783803
2015-03-01 22.978141163925800
2015-04-01 22.161889664085700
2015-05-01 23.034982988852300
2015-06-01 23.101076580800900
2015-07-01 23.117880211509500
2015-08-01 23.284345508628803
2015-09-01 23.691505185995800
2015-10-01 23.522583216653400
2015-11-01 23.505778566491397
2015-12-01 23.610879721321698
2016-01-01 23.769786788227100
2016-02-01 23.570555043345603
2016-03-01 23.569763678890200
2016-04-01 22.869278445734402
2016-05-01 23.739915113143102
2016-06-01 24.010136367804500
2016-07-01 24.321592375076900
2016-08-01 24.321191376409697
2016-09-01 24.777882683996200
2016-10-01 24.615419186168800
2016-11-01 24.681054123180500
2016-12-01 24.606805757254600
2017-01-01 24.793694673924698
2017-02-01 24.738737342233602
2017-03-01 24.836588535120500
2017-04-01 25.056579192620603
2017-05-01 25.121832844009800
2017-06-01 25.149105205307002
2017-07-01 24.906507627638103
2017-08-01 24.938323460743200
2017-09-01 25.075577405100304
2017-10-01 24.991511796605803
2017-11-01 25.025258835405698
2017-12-01 25.134592130592800
2018-01-01 24.773228662965398
2018-02-01 24.995560884559000
2018-03-01 25.007887727301803
2018-04-01 25.097123018150700
2018-05-01 25.083333290504605
2018-06-01 25.917684686911200
2018-07-01 24.507972510981997
2018-08-01 24.459040188336200
2018-09-01 25.243030230310396
2018-10-01 25.391709639116200
2018-11-01 25.388832117988000
2018-12-01 25.550364428817602
2019-01-01 24.647315438747896
2019-02-01 25.606272200078200
2019-03-01 25.818919950730802
2019-04-01 25.703336915975800
2019-05-01 25.374660372947800
2019-06-01 25.270054655816498
2019-07-01 25.702171002430300
2019-08-01 25.498652311183600
2019-09-01 25.516612254988700
2019-10-01 25.698855785659198
2019-11-01 25.847360099814402
2019-12-01 25.821312637541798
2020-01-01 26.040951919076200
2020-02-01 26.031797252829400
2020-03-01 25.773210972074800
2020-04-01 21.950269423436197
2020-05-01 24.169278560295000
2020-06-01 23.644790824802197
2020-07-01 24.301407999607800
2020-08-01 24.873620598902697
2020-09-01 24.567075305511900
2020-10-01 24.726150281841100
2020-11-01 24.740143449857698
2020-12-01 21.819926410901104
2021-01-01 24.626955012963500
2021-02-01 24.540465677592900
2021-03-01 24.551124906479500
2021-04-01 24.611800245508498
2021-05-01 25.495878354653000
2021-06-01 25.011804145829302
2021-07-01 24.936429327373400
2021-08-01 25.044714072660200
2021-09-01 25.216345249283400
2021-10-01 25.159781629111900
2021-11-01 25.217928400220700
2021-12-01 23.158788154382000
2022-01-01 26.059871583028897
2022-02-01 25.633115876354500
2022-03-01 25.708769427170000
2022-04-01 25.795325852331900
2022-05-01 25.686835359392900
2022-06-01 25.134249686731100
2022-07-01 25.251179197281800
2022-08-01 25.565110488897400
2022-09-01 26.172272959709300
2022-10-01 26.270158587514200
2022-11-01 26.364394751991600
2022-12-01 24.493097457679600
2023-01-01 26.375990614010895
2023-02-01 26.821386169778800
2023-03-01 26.959563820877400
2023-04-01 26.980410632646898
2023-05-01 27.606049390653400
2023-06-01 26.769329967385698
2023-07-01 26.637625308279800
2023-08-01 25.850400205377003
2023-09-01 26.532718472292700
2023-10-01 27.001419563550100
2023-11-01 27.335085882540497
2023-12-01 27.329811605148200
2024-01-01 27.459521181560200
2024-02-01 27.734306557364803
2024-03-01 28.016526435861500
2024-04-01 28.255670186849297
2024-05-01 28.634477428764000
2024-06-01 29.462966136236700
2024-07-01 29.939823356373200
2024-08-01 29.793560227410600
2024-09-01 28.734316153941700
2024-10-01 29.024693228305000
2024-11-01 29.031108263223800

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