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

Title All Employees: Education and Health Services: Private Educational Services in Provo-Orem-Lehi, 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 2026-07-01
Last Updated 2026-08-21 6:38 PM 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. 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 11.5869446317549
1990-02-01 11.0182359274039
1990-03-01 11.1926873828718
1990-04-01 11.4670449005150
1990-05-01 11.4400636575636
1990-06-01 11.3048862150018
1990-07-01 10.7112042106811
1990-08-01 10.9789197224095
1990-09-01 11.4310553414999
1990-10-01 11.6152291606662
1990-11-01 11.7435835138344
1990-12-01 11.5858348030333
1991-01-01 12.9982737163903
1991-02-01 13.1484226896264
1991-03-01 13.1722444949608
1991-04-01 12.9543478825827
1991-05-01 12.9747558137100
1991-06-01 13.0515715436393
1991-07-01 12.1158643365150
1991-08-01 12.5910999941095
1991-09-01 12.1009017485153
1991-10-01 12.0908466505047
1991-11-01 12.0269998936529
1991-12-01 12.1334411644336
1992-01-01 12.0689117076344
1992-02-01 12.1527167818891
1992-03-01 12.1690699022286
1992-04-01 12.0307946620108
1992-05-01 12.0086972016690
1992-06-01 12.2148022280197
1992-07-01 11.9477165828624
1992-08-01 12.2776792768853
1992-09-01 12.4923364437079
1992-10-01 12.5927299143959
1992-11-01 12.6024695577380
1992-12-01 12.6750393188217
1993-01-01 12.8381313679241
1993-02-01 12.9117416931238
1993-03-01 12.9499297520550
1993-04-01 13.0612807465941
1993-05-01 13.1831202760624
1993-06-01 13.1202970836042
1993-07-01 13.4214553823674
1993-08-01 13.3458255406286
1993-09-01 13.1709294961334
1993-10-01 13.1081866704447
1993-11-01 13.1669459406640
1993-12-01 13.7685518063216
1994-01-01 13.4342550395688
1994-02-01 13.3111444341281
1994-03-01 13.4421780806895
1994-04-01 13.7367963636517
1994-05-01 13.7412784747306
1994-06-01 13.6707994473934
1994-07-01 13.6800998226083
1994-08-01 13.8269821652765
1994-09-01 13.8628087637147
1994-10-01 13.9368362107686
1994-11-01 13.8229262596979
1994-12-01 13.7590036162173
1995-01-01 13.7395547123406
1995-02-01 13.9098987157322
1995-03-01 13.8161936920817
1995-04-01 13.9510262092563
1995-05-01 13.9217079243463
1995-06-01 14.1077651284122
1995-07-01 14.3016322675278
1995-08-01 14.2331643298649
1995-09-01 13.8822989805805
1995-10-01 14.0099834687706
1995-11-01 14.0912479347647
1995-12-01 14.4866759916919
1996-01-01 14.2468855674554
1996-02-01 14.3166295097980
1996-03-01 14.1596745578766
1996-04-01 14.2875076442846
1996-05-01 14.0891190394787
1996-06-01 14.9762527924407
1996-07-01 14.4645455971643
1996-08-01 14.6844846763929
1996-09-01 14.9591450616411
1996-10-01 15.3987547011184
1996-11-01 15.2103989929863
1996-12-01 14.8470366296779
1997-01-01 15.1103900868485
1997-02-01 15.1763780398970
1997-03-01 15.4185260346635
1997-04-01 15.3838670148728
1997-05-01 15.6699541479418
1997-06-01 15.5972894297658
1997-07-01 15.9407398513626
1997-08-01 15.7484245091559
1997-09-01 15.8215919771215
1997-10-01 15.8150958056320
1997-11-01 16.0659924041352
1997-12-01 16.2288168885208
1998-01-01 16.3531773977093
1998-02-01 16.3994877828858
1998-03-01 16.6665624701932
1998-04-01 16.3675335468172
1998-05-01 16.7762201964844
1998-06-01 16.4374248753933
1998-07-01 17.9090821618191
1998-08-01 17.1919043205900
1998-09-01 16.7881909648903
1998-10-01 16.7737888056479
1998-11-01 16.9379968773727
1998-12-01 16.9753223951988
1999-01-01 16.9114374143421
1999-02-01 16.9698237104352
1999-03-01 16.9838737054330
1999-04-01 17.0112012396236
1999-05-01 17.2002155679073
1999-06-01 17.4082221564919
1999-07-01 17.2913274228656
1999-08-01 17.2712295143951
1999-09-01 17.2794771835457
1999-10-01 17.2957493079403
1999-11-01 17.1542240157647
1999-12-01 16.5412469848721
2000-01-01 17.4755909221534
2000-02-01 17.3412072558860
2000-03-01 17.3101622776353
2000-04-01 17.3214356959653
2000-05-01 17.5421611876760
2000-06-01 17.7157289607464
2000-07-01 17.7628734371793
2000-08-01 17.8156116023829
2000-09-01 17.7963463380669
2000-10-01 17.4948166461622
2000-11-01 17.6415287536678
2000-12-01 17.6483249576745
2001-01-01 17.7334968439990
2001-02-01 17.9849121691563
2001-03-01 17.9259862354940
2001-04-01 17.9807130177491
2001-05-01 17.9174055950405
2001-06-01 18.0785113038560
2001-07-01 17.6654495332960
2001-08-01 17.8751573560644
2001-09-01 18.2099199265521
2001-10-01 18.6228212643482
2001-11-01 18.3827560624853
2001-12-01 18.3115942670278
2002-01-01 18.0785793703220
2002-02-01 18.0595457671391
2002-03-01 18.1801830040660
2002-04-01 18.3641081285121
2002-05-01 18.1802629496551
2002-06-01 18.1328526239731
2002-07-01 17.8888312336255
2002-08-01 17.8031916222901
2002-09-01 18.0477351805078
2002-10-01 18.3619149414443
2002-11-01 18.1849668375332
2002-12-01 18.2436553189859
2003-01-01 18.2171675330644
2003-02-01 18.1404299645155
2003-03-01 18.2650950789449
2003-04-01 18.4973045061493
2003-05-01 18.0693135638966
2003-06-01 18.0876064405924
2003-07-01 17.9440565916094
2003-08-01 17.8056512756679
2003-09-01 18.1696659282773
2003-10-01 18.4267380630897
2003-11-01 18.3647404962213
2003-12-01 18.5675243193802
2004-01-01 18.4362924519632
2004-02-01 18.4873977095115
2004-03-01 18.5459255227617
2004-04-01 18.5761112366139
2004-05-01 18.5179352858765
2004-06-01 18.4849180232732
2004-07-01 18.6550168379968
2004-08-01 18.7162742971957
2004-09-01 18.8643390656426
2004-10-01 18.8073543379794
2004-11-01 18.9460738222500
2004-12-01 18.8154498296327
2005-01-01 19.1103302105929
2005-02-01 19.1099512907416
2005-03-01 18.8439594003267
2005-04-01 19.1410488154272
2005-05-01 19.1713917996611
2005-06-01 19.3321234806901
2005-07-01 19.4425933470062
2005-08-01 19.4901819906689
2005-09-01 19.5217337119912
2005-10-01 19.6941169873048
2005-11-01 19.7227994050760
2005-12-01 19.8383448339011
2006-01-01 19.8792324864649
2006-02-01 19.9038660510800
2006-03-01 19.9758388627213
2006-04-01 20.0938082366888
2006-05-01 20.2929416084987
2006-06-01 20.4066827883108
2006-07-01 20.4282353389875
2006-08-01 20.6131520354505
2006-09-01 20.5357811690072
2006-10-01 20.4877568193120
2006-11-01 20.6785684718908
2006-12-01 20.6798596950726
2007-01-01 20.6773091678362
2007-02-01 20.7276777582445
2007-03-01 20.7389938055400
2007-04-01 20.5853485328258
2007-05-01 20.5994575210132
2007-06-01 20.4363623194825
2007-07-01 20.3578596387252
2007-08-01 20.2200241000228
2007-09-01 19.9747392780586
2007-10-01 20.0476854374280
2007-11-01 19.9354579603953
2007-12-01 19.8340037062163
2008-01-01 20.4894314367590
2008-02-01 20.4692935567775
2008-03-01 20.4852043149977
2008-04-01 20.7116684421987
2008-05-01 20.6857093828384
2008-06-01 20.5686157280669
2008-07-01 20.4090115782583
2008-08-01 20.4020426977487
2008-09-01 20.6627610266061
2008-10-01 20.6110370490921
2008-11-01 20.6806550811800
2008-12-01 20.6324191120077
2009-01-01 20.8035162636511
2009-02-01 20.7932645834691
2009-03-01 20.7077401205204
2009-04-01 20.6351138544563
2009-05-01 20.5351459156326
2009-06-01 20.5576558102397
2009-07-01 21.0913475728031
2009-08-01 21.4024378432826
2009-09-01 20.9728806401563
2009-10-01 20.8796137896515
2009-11-01 20.9455080259390
2009-12-01 20.5618109463100
2010-01-01 20.8535777404241
2010-02-01 20.8368342791179
2010-03-01 21.0284894816282
2010-04-01 20.8290672042037
2010-05-01 20.9655920303205
2010-06-01 20.5347394275160
2010-07-01 21.6746534861660
2010-08-01 21.8485030003200
2010-09-01 21.2332463053199
2010-10-01 21.0321577523692
2010-11-01 21.0307628566217
2010-12-01 20.8332209423950
2011-01-01 20.7261496960651
2011-02-01 20.6731636709282
2011-03-01 20.6626240691134
2011-04-01 20.1721844811952
2011-05-01 21.0539437011483
2011-06-01 21.1976016023257
2011-07-01 21.3890210615398
2011-08-01 21.5301258042162
2011-09-01 21.5176461226953
2011-10-01 21.5399777897171
2011-11-01 21.6621430392094
2011-12-01 21.9491245839131
2012-01-01 21.9051150107624
2012-02-01 21.9565517154945
2012-03-01 22.0292447614598
2012-04-01 22.4025284250211
2012-05-01 22.5323318951638
2012-06-01 22.6940190567627
2012-07-01 22.4404878159500
2012-08-01 22.6582835185520
2012-09-01 22.2763209318956
2012-10-01 22.3151170149909
2012-11-01 22.3063242944532
2012-12-01 22.4037027844851
2013-01-01 22.3938564317672
2013-02-01 22.2736034211126
2013-03-01 22.2525567574753
2013-04-01 23.0335996274501
2013-05-01 22.5409856707247
2013-06-01 22.4955097594862
2013-07-01 22.5990494846227
2013-08-01 22.4395035347252
2013-09-01 22.4234212907586
2013-10-01 22.8060730653329
2013-11-01 22.7495832679603
2013-12-01 22.9735599348953
2014-01-01 22.7550151582832
2014-02-01 22.9453696289493
2014-03-01 23.0265913053171
2014-04-01 22.0819957707097
2014-05-01 22.4469300300704
2014-06-01 22.4521650248657
2014-07-01 22.3937521774676
2014-08-01 21.8833709006372
2014-09-01 22.4459505339074
2014-10-01 22.6566099378293
2014-11-01 22.7224085338715
2014-12-01 22.4044659594251
2015-01-01 22.6507362985705
2015-02-01 22.8808447659763
2015-03-01 22.9591979816662
2015-04-01 22.0644116511729
2015-05-01 23.0460112813888
2015-06-01 23.1310545552219
2015-07-01 23.1515890416847
2015-08-01 23.3126736187811
2015-09-01 23.6820850637396
2015-10-01 23.5315174714362
2015-11-01 23.5133179884364
2015-12-01 23.6182447967601
2016-01-01 23.7777891393190
2016-02-01 23.5727482280590
2016-03-01 23.5563516061708
2016-04-01 22.7807826542642
2016-05-01 23.7304738078588
2016-06-01 24.0593236990022
2016-07-01 24.3733783821025
2016-08-01 24.3600912086540
2016-09-01 24.7601009329100
2016-10-01 24.6189665912625
2016-11-01 24.6831210456966
2016-12-01 24.6081078527513
2017-01-01 24.7996187979648
2017-02-01 24.7325201184828
2017-03-01 24.8263713985284
2017-04-01 24.9814765913208
2017-05-01 25.0830541722543
2017-06-01 25.2182433841135
2017-07-01 24.9663798571050
2017-08-01 25.0036993608635
2017-09-01 25.0481620833342
2017-10-01 24.9835851242559
2017-11-01 25.0188195891051
2017-12-01 25.1316942828872
2018-01-01 24.7787016565323
2018-02-01 24.9850698834148
2018-03-01 25.0086589681444
2018-04-01 25.0535544648064
2018-05-01 24.9964550151606
2018-06-01 25.9967517480645
2018-07-01 24.5623863656036
2018-08-01 24.5418255515589
2018-09-01 25.2173958828864
2018-10-01 25.3774185180270
2018-11-01 25.3764368634127
2018-12-01 25.5448831353009
2019-01-01 24.6689255625959
2019-02-01 25.5895207833113
2019-03-01 25.8132960640207
2019-04-01 25.6751741913409
2019-05-01 25.2487552990051
2019-06-01 25.3566081466447
2019-07-01 25.7576075361633
2019-08-01 25.6064063380675
2019-09-01 25.4950882520477
2019-10-01 25.6796930256275
2019-11-01 25.8291921048348
2019-12-01 25.8133166428289
2020-01-01 26.0776739525426
2020-02-01 26.0074601170405
2020-03-01 25.7676422842385
2020-04-01 21.9384013673717
2020-05-01 23.9951575325171
2020-06-01 23.7317263331662
2020-07-01 24.3701110724510
2020-08-01 24.9960976644443
2020-09-01 24.5438514822076
2020-10-01 24.7257855553819
2020-11-01 24.7392720505995
2020-12-01 21.8131868782470
2021-01-01 24.6646034760261
2021-02-01 24.4905702672442
2021-03-01 24.5176894083018
2021-04-01 24.5674631281615
2021-05-01 25.2753683075316
2021-06-01 25.1685808683426
2021-07-01 25.0500496079864
2021-08-01 25.2276196094964
2021-09-01 25.1812282437504
2021-10-01 25.1547028435781
2021-11-01 25.2165965714370
2021-12-01 23.1654826611484
2022-01-01 26.0841189221014
2022-02-01 25.5553497618100
2022-03-01 25.6414148961871
2022-04-01 25.7096291877144
2022-05-01 25.3994936365815
2022-06-01 25.3836311730036
2022-07-01 25.4405340071303
2022-08-01 25.8225150993882
2022-09-01 26.1062809236718
2022-10-01 26.2562177221046
2022-11-01 26.3587675660613
2022-12-01 24.5289616768964
2023-01-01 26.3936055400375
2023-02-01 26.7230642129841
2023-03-01 26.8501337597838
2023-04-01 26.9109320913853
2023-05-01 27.3478706245188
2023-06-01 27.2556826124496
2023-07-01 26.7799883834158
2023-08-01 26.1817003495817
2023-09-01 26.3406523442595
2023-10-01 26.6833002040718
2023-11-01 26.8515384290771
2023-12-01 27.0426808448997
2024-01-01 27.0932284306302
2024-02-01 27.2831246447961
2024-03-01 27.2606521548283
2024-04-01 27.3061780420891
2024-05-01 26.8110949509182
2024-06-01 26.8556988454165
2024-07-01 26.6897121546216
2024-08-01 27.3752240888170
2024-09-01 27.6381325462677
2024-10-01 27.9573354288995
2024-11-01 28.1842213101025
2024-12-01 28.1445144877175
2025-01-01 28.4282793166259
2025-02-01 28.4861376700363
2025-03-01 28.6071483683372
2025-04-01 28.2645554600155
2025-05-01 29.3440208984895
2025-06-01 28.8228794731683
2025-07-01 32.3399600354007
2025-08-01 32.2529751946022
2025-09-01 28.6306012308191
2025-10-01 28.7330613946997
2025-11-01 28.8519946166724
2025-12-01 28.9567552223524
2026-01-01 29.1898629028136
2026-02-01 29.3411209167331
2026-03-01 29.7098498356541
2026-04-01 30.2734951409626
2026-05-01 30.7478097975162
2026-06-01 31.0075683605744
2026-07-01 31.6091806746019

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