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

Title All Employees: Education and Health Services: Private Education and Health Services in Provo-Orem-Lehi, UT (MSA)
Series ID PROV349EDUH
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 2026-04-01
Last Updated 2026-05-26 2:50 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 18.8327294652091
1990-02-01 18.1752537767435
1990-03-01 18.4311829628748
1990-04-01 18.9150624138198
1990-05-01 18.8644268129453
1990-06-01 18.7197450043060
1990-07-01 18.4912431311722
1990-08-01 18.4272046103993
1990-09-01 18.8405151890389
1990-10-01 19.0097726577016
1990-11-01 19.3076677795463
1990-12-01 19.0809415921056
1991-01-01 20.7991025437374
1991-02-01 21.0383546257301
1991-03-01 21.0499910434398
1991-04-01 20.9391007871990
1991-05-01 20.8630234628685
1991-06-01 20.9793587807485
1991-07-01 19.9162693629701
1991-08-01 20.1423547928412
1991-09-01 19.8049901291038
1991-10-01 19.7924154932994
1991-11-01 19.8869135195121
1991-12-01 19.9184110736493
1992-01-01 20.0368483935582
1992-02-01 20.1257900456171
1992-03-01 20.1459248516779
1992-04-01 20.1457624348825
1992-05-01 20.1709975568740
1992-06-01 20.3959695944780
1992-07-01 20.2789560196799
1992-08-01 20.3019573832140
1992-09-01 20.5992893476832
1992-10-01 20.7869616805821
1992-11-01 20.8497471480626
1992-12-01 20.9513358689444
1993-01-01 21.4258998875341
1993-02-01 21.5135286427261
1993-03-01 21.6680823511467
1993-04-01 21.8498831929303
1993-05-01 22.0039228900228
1993-06-01 22.0087696515159
1993-07-01 22.4798691657665
1993-08-01 22.1431363065956
1993-09-01 21.9948171214380
1993-10-01 22.0248585708168
1993-11-01 22.1169766110521
1993-12-01 22.6453005617855
1994-01-01 22.4949461834622
1994-02-01 22.3311775767594
1994-03-01 22.5901594172517
1994-04-01 22.7924637070406
1994-05-01 22.8365899998934
1994-06-01 22.7640202681176
1994-07-01 22.9962658623932
1994-08-01 23.0331994571315
1994-09-01 23.1117393982433
1994-10-01 23.1590644063820
1994-11-01 23.1831300630924
1994-12-01 23.0396570891054
1995-01-01 23.0944704829290
1995-02-01 23.3115573378106
1995-03-01 23.2539142739943
1995-04-01 23.4075824015374
1995-05-01 23.4506080031678
1995-06-01 23.7048671382188
1995-07-01 24.0855829550514
1995-08-01 23.9561899936093
1995-09-01 23.6377633257754
1995-10-01 23.9364178848462
1995-11-01 24.0727696216209
1995-12-01 24.4624503230174
1996-01-01 24.4481233256502
1996-02-01 24.4853444435366
1996-03-01 24.5251532408050
1996-04-01 24.6448172782595
1996-05-01 24.5960611218780
1996-06-01 25.4998604554996
1996-07-01 24.9754098452456
1996-08-01 25.1669705774982
1996-09-01 25.4143819386184
1996-10-01 25.8449242834735
1996-11-01 25.7918776579685
1996-12-01 25.4452163898465
1997-01-01 25.9188518332786
1997-02-01 25.9421010967061
1997-03-01 26.1450895122689
1997-04-01 26.1969713099493
1997-05-01 26.4833146035358
1997-06-01 26.4988600715651
1997-07-01 26.8671218044513
1997-08-01 26.6077495616087
1997-09-01 26.6943724375751
1997-10-01 26.7071422860554
1997-11-01 26.9741033182914
1997-12-01 27.1826889096299
1998-01-01 27.4722888081199
1998-02-01 27.6812280448927
1998-03-01 27.9680549885365
1998-04-01 27.6995180719264
1998-05-01 28.0551878086896
1998-06-01 27.7067810950808
1998-07-01 29.2392334722096
1998-08-01 28.4929386998715
1998-09-01 28.1583753811151
1998-10-01 28.1940755765342
1998-11-01 28.4523573033594
1998-12-01 28.4701368310104
1999-01-01 28.3564738471274
1999-02-01 28.4312131367051
1999-03-01 28.4933500624693
1999-04-01 28.4404878822840
1999-05-01 28.4704263170191
1999-06-01 28.6925577640009
1999-07-01 28.8480214802643
1999-08-01 28.8806390924271
1999-09-01 28.9506813906098
1999-10-01 28.9320052921577
1999-11-01 28.8139292555192
1999-12-01 28.2265149921882
2000-01-01 28.9193172690733
2000-02-01 28.7990859859426
2000-03-01 28.8670085074180
2000-04-01 29.0193601175345
2000-05-01 29.2063674913682
2000-06-01 29.4131141678063
2000-07-01 29.3841599700795
2000-08-01 29.5124389997533
2000-09-01 29.5813501419005
2000-10-01 29.3076201036214
2000-11-01 29.6149364960010
2000-12-01 29.7742085259833
2001-01-01 30.0567246385116
2001-02-01 30.4150427176435
2001-03-01 30.3887537829344
2001-04-01 30.5477698287012
2001-05-01 30.4884206960787
2001-06-01 30.6383567872974
2001-07-01 30.2495210359381
2001-08-01 30.4781333038500
2001-09-01 30.9396392877583
2001-10-01 31.3703221063702
2001-11-01 31.3295925430132
2001-12-01 31.3800359711322
2002-01-01 31.2810235307506
2002-02-01 31.3049937955847
2002-03-01 31.4432441050488
2002-04-01 31.9174472335625
2002-05-01 31.7453034250600
2002-06-01 31.6822546609208
2002-07-01 31.7482390248589
2002-08-01 31.7262019234966
2002-09-01 31.9901013486214
2002-10-01 32.2347119476354
2002-11-01 32.1549539961829
2002-12-01 32.2414967365060
2003-01-01 32.3937554364303
2003-02-01 32.3836651746695
2003-03-01 32.5168004272206
2003-04-01 32.8488528591968
2003-05-01 32.4914408525552
2003-06-01 32.4844013030849
2003-07-01 32.6336158160457
2003-08-01 32.4619862801544
2003-09-01 32.8260057845740
2003-10-01 33.1701426733047
2003-11-01 33.2728288762932
2003-12-01 33.5004496875693
2004-01-01 33.3231381326121
2004-02-01 33.4595352678624
2004-03-01 33.6275994808641
2004-04-01 33.8238412263410
2004-05-01 33.8683005958299
2004-06-01 33.9797026670543
2004-07-01 34.0151906852482
2004-08-01 34.2286712037105
2004-09-01 34.3879190000677
2004-10-01 34.2930340300067
2004-11-01 34.5365460916063
2004-12-01 34.5528627554820
2005-01-01 34.8162850102919
2005-02-01 34.8753459649483
2005-03-01 34.6334601414686
2005-04-01 35.0179330899905
2005-05-01 35.1181693537059
2005-06-01 35.3460814909690
2005-07-01 35.4518993747107
2005-08-01 35.5385008651030
2005-09-01 35.6703910439206
2005-10-01 35.9083893879997
2005-11-01 36.0358153761608
2005-12-01 36.1950945226791
2006-01-01 36.2237469886025
2006-02-01 36.3866321486404
2006-03-01 36.4872271648386
2006-04-01 36.6842510900206
2006-05-01 36.8670136272824
2006-06-01 37.0563491467010
2006-07-01 37.2145036614923
2006-08-01 37.3978240289628
2006-09-01 37.4967314196605
2006-10-01 37.2449642051000
2006-11-01 37.6553864914143
2006-12-01 37.7725935409018
2007-01-01 37.9061520006334
2007-02-01 38.0984054258043
2007-03-01 38.2158148429333
2007-04-01 38.1627450051739
2007-05-01 38.3005291928968
2007-06-01 38.2705710242556
2007-07-01 38.3007467388770
2007-08-01 38.2924183305677
2007-09-01 38.1339567853842
2007-10-01 38.2673599883988
2007-11-01 38.3620333742445
2007-12-01 38.5674764831010
2008-01-01 38.8511955043105
2008-02-01 38.9001920173864
2008-03-01 39.0000097663863
2008-04-01 39.2554520085819
2008-05-01 39.2082348829905
2008-06-01 39.1553491239099
2008-07-01 39.0790879642810
2008-08-01 39.1930424127947
2008-09-01 39.4930108221789
2008-10-01 39.3695145251149
2008-11-01 39.3995491464322
2008-12-01 39.5430283113683
2009-01-01 39.6583163979503
2009-02-01 39.7223079715323
2009-03-01 39.7078538633232
2009-04-01 39.6222233494835
2009-05-01 39.5789173581099
2009-06-01 39.6761336248838
2009-07-01 40.0604086849769
2009-08-01 40.4103245480879
2009-09-01 40.1154065245335
2009-10-01 40.1523587787338
2009-11-01 40.3171430128857
2009-12-01 40.0780748003816
2010-01-01 40.3220050313971
2010-02-01 40.3697739346467
2010-03-01 40.6174835580055
2010-04-01 40.6632296424848
2010-05-01 40.7707150070897
2010-06-01 40.4680257979542
2010-07-01 41.3329411838570
2010-08-01 41.5363403799255
2010-09-01 40.9866277782504
2010-10-01 40.8227066368458
2010-11-01 40.7941981113956
2010-12-01 40.6558466699088
2011-01-01 40.6798161547172
2011-02-01 40.7685697846765
2011-03-01 40.7332331297212
2011-04-01 40.6417018093466
2011-05-01 41.4060498565917
2011-06-01 41.6959424819863
2011-07-01 41.9052936977390
2011-08-01 42.0660397824063
2011-09-01 42.1352201959168
2011-10-01 42.2360129312760
2011-11-01 42.3562613476111
2011-12-01 42.6333290451082
2012-01-01 42.4654259263852
2012-02-01 42.4605453160515
2012-03-01 42.6192523130829
2012-04-01 44.0939589823750
2012-05-01 44.0995159841193
2012-06-01 44.5666020772120
2012-07-01 43.7338475231945
2012-08-01 44.1759356721074
2012-09-01 44.0500557711745
2012-10-01 44.1937945569970
2012-11-01 44.3764081273890
2012-12-01 44.5631786089693
2013-01-01 44.9025124145377
2013-02-01 44.8639414524554
2013-03-01 44.9718981056981
2013-04-01 45.8997587980384
2013-05-01 45.1158450634989
2013-06-01 45.1053295672536
2013-07-01 45.1408262120951
2013-08-01 45.2468806251478
2013-09-01 45.2044757179190
2013-10-01 45.6439342726020
2013-11-01 45.6123207817193
2013-12-01 45.8496922484122
2014-01-01 45.7189047683284
2014-02-01 45.9569605378618
2014-03-01 46.1906123816177
2014-04-01 45.7180540542945
2014-05-01 45.7423859709575
2014-06-01 45.8350092887646
2014-07-01 45.9737858927664
2014-08-01 45.7696772572676
2014-09-01 46.1817794959098
2014-10-01 46.3511519532618
2014-11-01 46.6382284899057
2014-12-01 46.5460487106539
2015-01-01 46.7164958540673
2015-02-01 47.0168306456660
2015-03-01 47.2631050157190
2015-04-01 46.9302920993375
2015-05-01 47.7334306080353
2015-06-01 47.8293059039015
2015-07-01 47.9901496102282
2015-08-01 48.4004456546215
2015-09-01 48.8114162814458
2015-10-01 48.7373394691171
2015-11-01 48.7737847964639
2015-12-01 49.0463151335628
2016-01-01 49.1684860488192
2016-02-01 49.0685096029223
2016-03-01 49.2964260462378
2016-04-01 49.0488997387485
2016-05-01 49.8670676532364
2016-06-01 50.2410510047791
2016-07-01 50.4042758796416
2016-08-01 50.4826136870482
2016-09-01 51.3089589586256
2016-10-01 50.8725474460422
2016-11-01 51.0013020310669
2016-12-01 50.9708109505114
2017-01-01 51.3175814084804
2017-02-01 51.2638878708296
2017-03-01 51.7801448049873
2017-04-01 52.4089006722221
2017-05-01 52.3142946666412
2017-06-01 52.4045680772432
2017-07-01 52.4924328398544
2017-08-01 52.6304243222542
2017-09-01 52.8061146079529
2017-10-01 53.0511397390937
2017-11-01 53.3375143992443
2017-12-01 53.5884171524965
2018-01-01 53.6356664700953
2018-02-01 53.8840672270835
2018-03-01 54.0766597588395
2018-04-01 54.2506854124055
2018-05-01 54.1347840196626
2018-06-01 54.6374231793163
2018-07-01 53.3760771742392
2018-08-01 53.6545352834595
2018-09-01 54.2432196157218
2018-10-01 54.5593620009965
2018-11-01 54.6655059662693
2018-12-01 54.9492737870932
2019-01-01 54.5785739175462
2019-02-01 55.5410781301905
2019-03-01 55.9290466564444
2019-04-01 55.9629490706766
2019-05-01 55.6130870866028
2019-06-01 55.6185121984181
2019-07-01 56.5631431367578
2019-08-01 56.5472644441893
2019-09-01 56.5078929970099
2019-10-01 56.3969827268655
2019-11-01 56.5840307054472
2019-12-01 56.7689847890896
2020-01-01 57.1387748528940
2020-02-01 57.1548259395683
2020-03-01 57.0334545283021
2020-04-01 51.1159462419360
2020-05-01 54.5770754487258
2020-06-01 54.6049448101447
2020-07-01 55.2961912602256
2020-08-01 55.9069867996598
2020-09-01 55.6699420780204
2020-10-01 57.0528769966469
2020-11-01 57.0781484701365
2020-12-01 54.2595870117841
2021-01-01 57.1485810576208
2021-02-01 57.2563209907036
2021-03-01 57.3257731083042
2021-04-01 57.4107033801401
2021-05-01 58.2465527869586
2021-06-01 58.2344556846930
2021-07-01 58.2813584206340
2021-08-01 58.4631352997455
2021-09-01 58.4590143037291
2021-10-01 58.7186705820515
2021-11-01 58.9092393682908
2021-12-01 56.7989769721704
2022-01-01 59.7974476662833
2022-02-01 59.4505881912678
2022-03-01 59.8371436690306
2022-04-01 59.9405610457191
2022-05-01 60.0892989520289
2022-06-01 60.2278821351807
2022-07-01 60.5068549561041
2022-08-01 60.7478645775672
2022-09-01 61.1229674085564
2022-10-01 61.5225620796130
2022-11-01 61.7107321425875
2022-12-01 59.9816456004576
2023-01-01 62.0054504478977
2023-02-01 62.5670418463185
2023-03-01 62.7135245784197
2023-04-01 63.2109504018197
2023-05-01 63.9857993865497
2023-06-01 64.0250600558157
2023-07-01 63.6705637955322
2023-08-01 63.3691009340780
2023-09-01 63.4287833226522
2023-10-01 64.0654812064674
2023-11-01 64.5158361815275
2023-12-01 65.1339653004624
2024-01-01 65.4396858542886
2024-02-01 65.8317396847910
2024-03-01 66.0852709262499
2024-04-01 65.9891559953351
2024-05-01 66.1620030247166
2024-06-01 66.1364562430768
2024-07-01 66.3739658805006
2024-08-01 67.0223312228697
2024-09-01 67.0668666960985
2024-10-01 67.6107752933481
2024-11-01 67.8311353054405
2024-12-01 67.9899379439162
2025-01-01 68.3994038615097
2025-02-01 68.4838905926926
2025-03-01 68.6713786198427
2025-04-01 68.2283975248706
2025-05-01 70.2407767121258
2025-06-01 69.5048853549507
2025-07-01 72.8612250886830
2025-08-01 72.8470149286267
2025-09-01 69.1823805824365
2025-10-01 69.1103774763857
2025-11-01 69.2977107495527
2025-12-01 69.3355731415277
2026-01-01 69.5047726417128
2026-02-01 69.7335382091282
2026-03-01 70.3168868614585
2026-04-01 71.1522449067911

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