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 2026-09-01
Last Updated 2026-10-20 9:49 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. 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 18.8338890451
1990-02-01 18.1731480740
1990-03-01 18.4306950793
1990-04-01 18.9152848277
1990-05-01 18.8649006561
1990-06-01 18.7202764588
1990-07-01 18.4900317565
1990-08-01 18.4309431236
1990-09-01 18.8396187845
1990-10-01 19.0091774663
1990-11-01 19.3077329160
1990-12-01 19.0808128018
1991-01-01 20.7996419680
1991-02-01 21.0364229424
1991-03-01 21.0495587209
1991-04-01 20.9392629688
1991-05-01 20.8634323498
1991-06-01 20.9798635756
1991-07-01 19.9150892740
1991-08-01 20.1461474232
1991-09-01 19.8041486111
1991-10-01 19.7919111910
1991-11-01 19.8869731875
1991-12-01 19.9184838606
1992-01-01 20.0366853731
1992-02-01 20.1244772301
1992-03-01 20.1456533860
1992-04-01 20.1458366056
1992-05-01 20.1712483291
1992-06-01 20.3962971950
1992-07-01 20.2782267534
1992-08-01 20.3047788107
1992-09-01 20.5987487365
1992-10-01 20.7866599256
1992-11-01 20.8498290834
1992-12-01 20.9516263408
1993-01-01 21.4251962965
1993-02-01 21.5125515979
1993-03-01 21.6679248052
1993-04-01 21.8499069357
1993-05-01 22.0041120703
1993-06-01 22.0090866542
1993-07-01 22.4794100573
1993-08-01 22.1448701402
1993-09-01 21.9946083150
1993-10-01 22.0247702291
1993-11-01 22.1170227179
1993-12-01 22.6457041255
1994-01-01 22.4944125519
1994-02-01 22.3303196232
1994-03-01 22.5900438947
1994-04-01 22.7924229288
1994-05-01 22.8365698895
1994-06-01 22.7648189756
1994-07-01 22.9958602502
1994-08-01 23.0336418218
1994-09-01 23.1117186965
1994-10-01 23.1592262821
1994-11-01 23.1831413131
1994-12-01 23.0400312837
1995-01-01 23.0941473688
1995-02-01 23.3110047736
1995-03-01 23.2538306479
1995-04-01 23.4075180759
1995-05-01 23.4505325111
1995-06-01 23.7064744350
1995-07-01 24.0840850082
1995-08-01 23.9561769671
1995-09-01 23.6377271366
1995-10-01 23.9367262685
1995-11-01 24.0727223112
1995-12-01 24.4628605778
1996-01-01 24.4480423829
1996-02-01 24.4851893042
1996-03-01 24.5251559047
1996-04-01 24.6445918917
1996-05-01 24.5959668778
1996-06-01 25.5023828638
1996-07-01 24.9725003393
1996-08-01 25.1667035215
1996-09-01 25.4143894042
1996-10-01 25.8454550439
1996-11-01 25.7918609742
1996-12-01 25.4456238108
1997-01-01 25.9189673252
1997-02-01 25.9422948604
1997-03-01 26.1451365353
1997-04-01 26.1966987116
1997-05-01 26.4836099357
1997-06-01 26.5010128518
1997-07-01 26.8630510202
1997-08-01 26.6075928720
1997-09-01 26.6946400064
1997-10-01 26.7076506915
1997-11-01 26.9742322947
1997-12-01 27.1832252729
1998-01-01 27.4725494180
1998-02-01 27.6815125424
1998-03-01 27.9681654363
1998-04-01 27.6991280357
1998-05-01 28.0556353007
1998-06-01 27.7081030068
1998-07-01 29.2354659852
1998-08-01 28.4925526160
1998-09-01 28.1587822016
1998-10-01 28.1946276662
1998-11-01 28.4526056831
1998-12-01 28.4706975082
1999-01-01 28.3567706954
1999-02-01 28.4314002995
1999-03-01 28.4934206542
1999-04-01 28.4402519828
1999-05-01 28.4707709378
1999-06-01 28.6928082317
1999-07-01 28.8457532235
1999-08-01 28.8802847611
1999-09-01 28.9509706338
1999-10-01 28.9324506811
1999-11-01 28.8141958935
1999-12-01 28.2270779822
2000-01-01 28.9194940159
2000-02-01 28.7991417109
2000-03-01 28.8670338094
2000-04-01 29.0191816587
2000-05-01 29.2064233957
2000-06-01 29.4130642769
2000-07-01 29.3831865286
2000-08-01 29.5120380634
2000-09-01 29.5814450998
2000-10-01 29.3080516131
2000-11-01 29.6151116110
2000-12-01 29.7745788456
2001-01-01 30.0568220684
2001-02-01 30.4150184882
2001-03-01 30.3887350784
2001-04-01 30.5476885937
2001-05-01 30.4883688221
2001-06-01 30.6382861912
2001-07-01 30.2490905000
2001-08-01 30.4779430907
2001-09-01 30.9396585362
2001-10-01 31.3706117981
2001-11-01 31.3296972407
2001-12-01 31.3802195564
2002-01-01 31.2810674286
2002-02-01 31.3049694693
2002-03-01 31.4432255766
2002-04-01 31.9173432230
2002-05-01 31.7452960822
2002-06-01 31.6822545821
2002-07-01 31.7479922425
2002-08-01 31.7261520203
2002-09-01 31.9901286307
2002-10-01 32.2348685299
2002-11-01 32.1550134967
2002-12-01 32.2415249234
2003-01-01 32.3937859736
2003-02-01 32.3836567257
2003-03-01 32.5167963680
2003-04-01 32.8487639580
2003-05-01 32.4914522195
2003-06-01 32.4844120371
2003-07-01 32.6334969014
2003-08-01 32.4619989963
2003-09-01 32.8260346448
2003-10-01 33.1701862054
2003-11-01 33.2728680128
2003-12-01 33.5004432787
2004-01-01 33.3231519581
2004-02-01 33.4595344883
2004-03-01 33.6276003200
2004-04-01 33.8237873200
2004-05-01 33.8682998625
2004-06-01 33.9796924926
2004-07-01 34.0151752643
2004-08-01 34.2287002171
2004-09-01 34.3879231163
2004-10-01 34.2930492491
2004-11-01 34.5365631521
2004-12-01 34.5528475358
2005-01-01 34.8162883948
2005-02-01 34.8753451379
2005-03-01 34.6334599630
2005-04-01 35.0179089824
2005-05-01 35.1181646332
2005-06-01 35.3460780198
2005-07-01 35.4518986402
2005-08-01 35.5385132341
2005-09-01 35.6704140280
2005-10-01 35.9083944835
2005-11-01 36.0358181404
2005-12-01 36.1950815011
2006-01-01 36.2237463150
2006-02-01 36.3866300149
2006-03-01 36.4872229255
2006-04-01 36.6842408924
2006-05-01 36.8670045726
2006-06-01 37.0563436422
2006-07-01 37.2145020724
2006-08-01 37.3978239325
2006-09-01 37.4967905558
2006-10-01 37.2449584722
2006-11-01 37.6553784901
2006-12-01 37.7725840313
2007-01-01 37.9061438254
2007-02-01 38.0984001223
2007-03-01 38.2158106744
2007-04-01 38.1627380124
2007-05-01 38.3005225261
2007-06-01 38.2705646422
2007-07-01 38.3007428041
2007-08-01 38.2924331543
2007-09-01 38.1340584591
2007-10-01 38.2673431768
2007-11-01 38.3620015345
2007-12-01 38.5674468789
2008-01-01 38.8511375270
2008-02-01 38.9001548028
2008-03-01 39.0000177420
2008-04-01 39.2554940575
2008-05-01 39.2082807930
2008-06-01 39.1553402401
2008-07-01 39.0791135597
2008-08-01 39.1930895887
2008-09-01 39.4931418841
2008-10-01 39.3694959290
2008-11-01 39.3994736349
2008-12-01 39.5429280993
2009-01-01 39.6581325854
2009-02-01 39.7221581487
2009-03-01 39.7078282776
2009-04-01 39.6225734614
2009-05-01 39.5790151898
2009-06-01 39.6761119202
2009-07-01 40.0604500845
2009-08-01 40.4104118274
2009-09-01 40.1155712607
2009-10-01 40.1524185720
2009-11-01 40.3170649705
2009-12-01 40.0778951844
2010-01-01 40.3216443255
2010-02-01 40.3693242873
2010-03-01 40.6169362952
2010-04-01 40.6642939427
2010-05-01 40.7711411120
2010-06-01 40.4682305966
2010-07-01 41.3322800477
2010-08-01 41.5367836275
2010-09-01 40.9870213957
2010-10-01 40.8229061810
2010-11-01 40.7941614310
2010-12-01 40.6556025342
2011-01-01 40.6792498611
2011-02-01 40.7676692820
2011-03-01 40.7319318150
2011-04-01 40.6434984570
2011-05-01 41.4066899855
2011-06-01 41.6964668084
2011-07-01 41.9038774432
2011-08-01 42.0667169069
2011-09-01 42.1364795050
2011-10-01 42.2362618890
2011-11-01 42.3561836994
2011-12-01 42.6330658724
2012-01-01 42.4649596499
2012-02-01 42.4596377073
2012-03-01 42.6156338617
2012-04-01 44.0966833320
2012-05-01 44.1007481741
2012-06-01 44.5674100453
2012-07-01 43.7311506594
2012-08-01 44.1786646731
2012-09-01 44.0516422263
2012-10-01 44.1935768110
2012-11-01 44.3761363478
2012-12-01 44.5629856277
2013-01-01 44.9022152983
2013-02-01 44.8633014492
2013-03-01 44.9666601544
2013-04-01 45.9028488844
2013-05-01 45.1169140842
2013-06-01 45.1059288310
2013-07-01 45.1387304149
2013-08-01 45.2515603937
2013-09-01 45.2044583023
2013-10-01 45.6434436823
2013-11-01 45.6119009724
2013-12-01 45.8495417770
2014-01-01 45.7190279015
2014-02-01 45.9572068154
2014-03-01 46.1844014016
2014-04-01 45.7211780014
2014-05-01 45.7434967229
2014-06-01 45.8353474935
2014-07-01 45.9724056295
2014-08-01 45.7764717340
2014-09-01 46.1782240523
2014-10-01 46.3504712506
2014-11-01 46.6378169939
2014-12-01 46.5457170377
2015-01-01 46.7160504641
2015-02-01 47.0193478869
2015-03-01 47.2588977554
2015-04-01 46.9322759749
2015-05-01 47.7340763949
2015-06-01 47.8297028496
2015-07-01 47.9903227590
2015-08-01 48.4056275731
2015-09-01 48.8050280312
2015-10-01 48.7372180661
2015-11-01 48.7735720020
2015-12-01 49.0457141622
2016-01-01 49.1676862745
2016-02-01 49.0736500664
2016-03-01 49.2936601006
2016-04-01 49.0488716220
2016-05-01 49.8695206980
2016-06-01 50.2418332321
2016-07-01 50.4036002796
2016-08-01 50.4847772746
2016-09-01 51.3030701639
2016-10-01 50.8722526802
2016-11-01 51.0008527834
2016-12-01 50.9698761021
2017-01-01 51.3175433012
2017-02-01 51.2717972806
2017-03-01 51.7760942627
2017-04-01 52.4081575041
2017-05-01 52.3178965843
2017-06-01 52.4050164131
2017-07-01 52.4913629277
2017-08-01 52.6297458468
2017-09-01 52.8026539042
2017-10-01 53.0505556375
2017-11-01 53.3370098979
2017-12-01 53.5878665658
2018-01-01 53.6379200958
2018-02-01 53.8910357013
2018-03-01 54.0699079387
2018-04-01 54.2502563188
2018-05-01 54.1372555785
2018-06-01 54.6418979448
2018-07-01 53.3719418332
2018-08-01 53.6514125376
2018-09-01 54.2457786250
2018-10-01 54.5549373460
2018-11-01 54.6648127166
2018-12-01 54.9501031397
2019-01-01 54.5848299566
2019-02-01 55.5479827644
2019-03-01 55.9207100174
2019-04-01 55.9686539915
2019-05-01 55.5989513907
2019-06-01 55.6266646929
2019-07-01 56.5576376137
2019-08-01 56.5426327861
2019-09-01 56.5156261544
2019-10-01 56.3899345346
2019-11-01 56.5836447918
2019-12-01 56.7698943958
2020-01-01 57.1576845084
2020-02-01 57.1612735904
2020-03-01 57.0284118319
2020-04-01 51.1220542471
2020-05-01 54.5436236732
2020-06-01 54.6124028589
2020-07-01 55.2853153973
2020-08-01 55.9003915784
2020-09-01 55.6835286186
2020-10-01 57.0438730547
2020-11-01 57.0788911467
2020-12-01 54.2632882990
2021-01-01 57.1820206951
2021-02-01 57.2689054670
2021-03-01 57.3342696209
2021-04-01 57.4331757068
2021-05-01 58.1525354922
2021-06-01 58.2252111585
2021-07-01 58.2785694701
2021-08-01 58.4295660674
2021-09-01 58.4995690364
2021-10-01 58.7116867380
2021-11-01 58.9116419946
2021-12-01 56.8065575661
2022-01-01 59.8513065456
2022-02-01 59.4738238408
2022-03-01 59.8778354179
2022-04-01 59.9667173384
2022-05-01 59.9455169782
2022-06-01 60.1819191629
2022-07-01 60.4944172241
2022-08-01 60.6740373035
2022-09-01 61.1892554340
2022-10-01 61.5182251187
2022-11-01 61.7233302107
2022-12-01 60.0084007825
2023-01-01 62.0727618082
2023-02-01 62.6235379029
2023-03-01 62.8109225492
2023-04-01 63.2707331560
2023-05-01 63.7235839978
2023-06-01 63.9565340843
2023-07-01 63.6070138788
2023-08-01 63.2010254022
2023-09-01 63.5340709534
2023-10-01 64.0754419089
2023-11-01 64.5490590467
2023-12-01 65.1937342474
2024-01-01 65.5384357018
2024-02-01 65.9485942532
2024-03-01 66.2527696272
2024-04-01 66.0991329449
2024-05-01 65.7846054236
2024-06-01 66.0390203013
2024-07-01 66.1771444328
2024-08-01 66.7217219279
2024-09-01 67.1894000020
2024-10-01 67.6571110142
2024-11-01 67.9037798112
2024-12-01 68.1073508123
2025-01-01 68.5537538177
2025-02-01 68.6904065131
2025-03-01 68.9053842077
2025-04-01 68.4519733882
2025-05-01 69.6548255676
2025-06-01 69.3905659516
2025-07-01 72.4470535296
2025-08-01 72.3441425434
2025-09-01 69.3552036649
2025-10-01 69.2080120825
2025-11-01 69.4119510182
2025-12-01 69.5088029792
2026-01-01 69.7235782449
2026-02-01 70.0161732182
2026-03-01 70.5965861813
2026-04-01 71.3915371458
2026-05-01 72.0191972828
2026-06-01 72.5124462924
2026-07-01 73.3270360941
2026-08-01 73.0581411824
2026-09-01 72.6351356482

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