Table Data - All Employees: Education and Health Services: Private Colleges, Universities, and Professional Schools in Virginia

Title All Employees: Education and Health Services: Private Colleges, Universities, and Professional Schools in Virginia
Series ID SMU51000006561130001SA
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 2026-05-01
Last Updated 2026-06-24 9:47 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 17.1419067448740
1990-02-01 16.5596095429232
1990-03-01 16.4642345038285
1990-04-01 17.6567917999998
1990-05-01 17.3397721953000
1990-06-01 17.1529661158732
1990-07-01 16.6589790528717
1990-08-01 16.8912329212555
1990-09-01 17.1417020083293
1990-10-01 17.1219354978500
1990-11-01 16.9536405503370
1990-12-01 16.2726816716859
1991-01-01 15.7221752248316
1991-02-01 15.4672905804021
1991-03-01 15.3353181608311
1991-04-01 15.1245943578625
1991-05-01 15.1094663945565
1991-06-01 15.0768881896227
1991-07-01 14.6763018080626
1991-08-01 15.0570570805597
1991-09-01 15.1805369361416
1991-10-01 15.4634655294799
1991-11-01 15.6790478402728
1991-12-01 15.7653161971675
1992-01-01 16.0165588827243
1992-02-01 16.0900600565743
1992-03-01 16.1186640110691
1992-04-01 16.2732415842533
1992-05-01 16.2354935498365
1992-06-01 16.3243464560202
1992-07-01 16.1824405025789
1992-08-01 16.1049447966202
1992-09-01 16.1175824605169
1992-10-01 16.2106239111745
1992-11-01 16.1380245360331
1992-12-01 16.1301383229570
1993-01-01 16.1337535150871
1993-02-01 16.2121678425721
1993-03-01 16.1164565099218
1993-04-01 15.9643293920511
1993-05-01 15.9490605861654
1993-06-01 15.8943844023435
1993-07-01 15.8094646447604
1993-08-01 15.8842859802458
1993-09-01 15.7286578669919
1993-10-01 15.6458075834602
1993-11-01 15.7379076125531
1993-12-01 15.8222697466033
1994-01-01 15.9557666771316
1994-02-01 15.8806519113258
1994-03-01 16.0272869839107
1994-04-01 16.1027381980705
1994-05-01 16.0845327783167
1994-06-01 15.8218950778780
1994-07-01 16.0857760467288
1994-08-01 16.1525996735760
1994-09-01 16.1120188425972
1994-10-01 16.0033760562503
1994-11-01 15.9653065223930
1994-12-01 15.9416624439051
1995-01-01 16.0147422371642
1995-02-01 16.1433004361700
1995-03-01 16.1201264129587
1995-04-01 16.0386376402719
1995-05-01 16.3720106865622
1995-06-01 16.2814862478754
1995-07-01 16.4042632432636
1995-08-01 16.4956118042672
1995-09-01 16.4363057897615
1995-10-01 16.3924170884490
1995-11-01 16.4024024985817
1995-12-01 16.3725566025603
1996-01-01 16.3539859808014
1996-02-01 16.5212841101878
1996-03-01 16.5005236968526
1996-04-01 16.8303591833331
1996-05-01 17.0587182822981
1996-06-01 17.1994429248952
1996-07-01 17.4064505096904
1996-08-01 17.4551835946947
1996-09-01 17.5764593075651
1996-10-01 17.5872027628824
1996-11-01 17.7328053331582
1996-12-01 17.8895413006045
1997-01-01 18.0776354514028
1997-02-01 18.1333833001959
1997-03-01 18.4849160139888
1997-04-01 18.7212699275581
1997-05-01 19.2686634342582
1997-06-01 18.8106350176250
1997-07-01 18.5703787799621
1997-08-01 18.6432933956965
1997-09-01 18.7839609658203
1997-10-01 19.1972223030062
1997-11-01 19.2777160462658
1997-12-01 19.4756857620220
1998-01-01 19.4385178286110
1998-02-01 19.6197752304734
1998-03-01 19.7125393448648
1998-04-01 19.6185312066655
1998-05-01 20.4260397976619
1998-06-01 19.8686673726653
1998-07-01 20.4189018576388
1998-08-01 20.2935775901132
1998-09-01 20.0304298525779
1998-10-01 20.4515466854497
1998-11-01 20.5641711147129
1998-12-01 20.6572304576885
1999-01-01 20.5989329274587
1999-02-01 20.6851790807933
1999-03-01 20.5445311609913
1999-04-01 21.0337790778246
1999-05-01 22.1494072580557
1999-06-01 21.7802092808903
1999-07-01 20.7545144058110
1999-08-01 20.5342789125723
1999-09-01 20.2412581530613
1999-10-01 21.0279376361183
1999-11-01 21.1699570199463
1999-12-01 20.9905125815809
2000-01-01 20.7832599362335
2000-02-01 20.9176463457227
2000-03-01 21.0974061914836
2000-04-01 21.2114866280356
2000-05-01 23.8933165563405
2000-06-01 24.1959099247281
2000-07-01 24.1745323338392
2000-08-01 23.2789894821804
2000-09-01 21.4657770756385
2000-10-01 21.0588402196741
2000-11-01 21.0929003292071
2000-12-01 21.0663547692614
2001-01-01 26.0481600097528
2001-02-01 25.8822165570869
2001-03-01 25.9023721416027
2001-04-01 26.4112450803088
2001-05-01 24.5145422974257
2001-06-01 24.9574861035840
2001-07-01 25.3807026416353
2001-08-01 26.0919138744434
2001-09-01 26.5892368697399
2001-10-01 26.7375174927221
2001-11-01 26.6854549651747
2001-12-01 26.5635697606553
2002-01-01 27.4334706075803
2002-02-01 27.7237938128228
2002-03-01 27.8525913354435
2002-04-01 27.7541854356479
2002-05-01 26.4918740640159
2002-06-01 26.8957062660432
2002-07-01 27.3497740503068
2002-08-01 27.6734239805244
2002-09-01 27.9402046423145
2002-10-01 28.0690295887705
2002-11-01 28.2558851797180
2002-12-01 27.9668100970623
2003-01-01 27.9428494458539
2003-02-01 27.7831252475652
2003-03-01 27.6572556646616
2003-04-01 27.5621761797808
2003-05-01 26.8327526486639
2003-06-01 27.3077250856765
2003-07-01 27.5913265779980
2003-08-01 27.7233020217259
2003-09-01 27.8587024949085
2003-10-01 27.9133474560619
2003-11-01 27.8697780617744
2003-12-01 28.1434585317009
2004-01-01 28.1907975397320
2004-02-01 28.0265582005114
2004-03-01 28.2581463347117
2004-04-01 28.2621686128050
2004-05-01 27.9727096140635
2004-06-01 28.2056626869255
2004-07-01 28.3809309209204
2004-08-01 28.4050686098607
2004-09-01 28.4803418513627
2004-10-01 28.5725307685466
2004-11-01 28.6192125853949
2004-12-01 28.7093070612157
2005-01-01 28.3089400852014
2005-02-01 28.5547466008043
2005-03-01 28.2852240464256
2005-04-01 28.3049749004018
2005-05-01 28.1890250567615
2005-06-01 28.3675638075588
2005-07-01 28.3736097419882
2005-08-01 28.4799347771870
2005-09-01 28.5384993163866
2005-10-01 28.6217626860037
2005-11-01 28.6928773594486
2005-12-01 29.0756785929491
2006-01-01 28.6655769097648
2006-02-01 28.5548314695576
2006-03-01 28.7636119432836
2006-04-01 28.8202173147767
2006-05-01 28.8531173059987
2006-06-01 28.9490145944373
2006-07-01 28.9443063171256
2006-08-01 29.0054665876476
2006-09-01 29.0792269190690
2006-10-01 29.1471217760531
2006-11-01 29.1256690952859
2006-12-01 29.8388691223803
2007-01-01 29.5843648280976
2007-02-01 29.8979819588833
2007-03-01 30.1017467774010
2007-04-01 30.1942359701770
2007-05-01 30.2463787003173
2007-06-01 30.2661764115371
2007-07-01 30.3428385603019
2007-08-01 30.4055225209116
2007-09-01 30.4575837816246
2007-10-01 30.4950687588187
2007-11-01 30.4441494266237
2007-12-01 31.5498455639290
2008-01-01 29.2911171081425
2008-02-01 30.8041361802422
2008-03-01 30.8334906677893
2008-04-01 30.8388148508483
2008-05-01 30.9226124511751
2008-06-01 30.9864498835550
2008-07-01 31.0230184037965
2008-08-01 31.0262014813369
2008-09-01 31.0500781431786
2008-10-01 31.1535557506818
2008-11-01 31.1893991611012
2008-12-01 32.8867925433776
2009-01-01 31.0598441535180
2009-02-01 31.1223000591857
2009-03-01 31.1193470915372
2009-04-01 31.1814903947255
2009-05-01 31.2634784089923
2009-06-01 31.2628204284811
2009-07-01 31.2270058927957
2009-08-01 31.3039398049591
2009-09-01 31.3338840039236
2009-10-01 31.3341464725071
2009-11-01 31.3885798172776
2009-12-01 33.6157176979597
2010-01-01 31.4311023419588
2010-02-01 31.4532447990050
2010-03-01 31.4949598038445
2010-04-01 31.4881739080681
2010-05-01 31.6641633357929
2010-06-01 31.7084869204574
2010-07-01 31.5332859546633
2010-08-01 31.5433726281510
2010-09-01 31.5910411815419
2010-10-01 31.5957564928892
2010-11-01 31.6408879123102
2010-12-01 34.8112535744707
2011-01-01 31.6050684735982
2011-02-01 31.7526157363148
2011-03-01 31.8176523331501
2011-04-01 31.4569502325497
2011-05-01 31.9066737363131
2011-06-01 32.1112828367771
2011-07-01 31.7306051975832
2011-08-01 31.5379290033773
2011-09-01 31.5739017127375
2011-10-01 31.6962540677695
2011-11-01 31.7230343580159
2011-12-01 31.1402702032991
2012-01-01 31.8411825521261
2012-02-01 31.7864625889395
2012-03-01 31.8626137580823
2012-04-01 32.2345283646981
2012-05-01 32.4668050690225
2012-06-01 32.7779221266259
2012-07-01 33.2595966002213
2012-08-01 33.6810703400042
2012-09-01 33.9654829264942
2012-10-01 34.1739301047830
2012-11-01 34.2534029385342
2012-12-01 34.1829862426076
2013-01-01 34.8782510612402
2013-02-01 35.1968960123105
2013-03-01 35.4323633167569
2013-04-01 35.3894432726000
2013-05-01 35.3767527580594
2013-06-01 35.0152722678400
2013-07-01 35.3184341974335
2013-08-01 35.5325861377815
2013-09-01 35.1928349906640
2013-10-01 35.1004145720667
2013-11-01 35.0546790784283
2013-12-01 34.3634384686757
2014-01-01 34.9681128502347
2014-02-01 34.8992632783956
2014-03-01 34.8387075032412
2014-04-01 36.9252768812246
2014-05-01 36.7283785816329
2014-06-01 36.8511060363173
2014-07-01 36.9250742905864
2014-08-01 36.9604423804740
2014-09-01 37.1675303219577
2014-10-01 37.1258298430308
2014-11-01 37.2004647266185
2014-12-01 36.4203700937851
2015-01-01 37.0622544328146
2015-02-01 37.0657219195433
2015-03-01 37.0506618599200
2015-04-01 37.2215892565627
2015-05-01 37.2970810970106
2015-06-01 37.2062539267584
2015-07-01 37.0929570412415
2015-08-01 37.1494446028044
2015-09-01 37.0325516416896
2015-10-01 37.3477457168032
2015-11-01 37.3653415192407
2015-12-01 37.2596953640052
2016-01-01 37.2346823138597
2016-02-01 37.2113415848092
2016-03-01 37.2612066050990
2016-04-01 37.1037213533457
2016-05-01 37.1485167889015
2016-06-01 37.2492236395519
2016-07-01 37.6115008971338
2016-08-01 37.3268669282746
2016-09-01 37.0195815110274
2016-10-01 36.8906271388123
2016-11-01 36.8747531797408
2016-12-01 36.7345075396232
2017-01-01 36.9861560215714
2017-02-01 36.8322252392428
2017-03-01 36.8586862054290
2017-04-01 37.0005046819141
2017-05-01 36.8673865035926
2017-06-01 37.2627522725951
2017-07-01 37.1117763430211
2017-08-01 36.7383121353538
2017-09-01 36.9103212115588
2017-10-01 36.7477739475630
2017-11-01 36.6185119432037
2017-12-01 36.5149533472029
2018-01-01 36.7027166694838
2018-02-01 36.4994600658840
2018-03-01 36.5531307842286
2018-04-01 37.5645605128037
2018-05-01 37.0746608787766
2018-06-01 37.1245293639587
2018-07-01 37.1725324724554
2018-08-01 37.3998806493492
2018-09-01 37.2388455301164
2018-10-01 37.1157895449272
2018-11-01 37.1110892798838
2018-12-01 37.1812668805870
2019-01-01 37.1050844924633
2019-02-01 37.3903041980803
2019-03-01 37.4219718914577
2019-04-01 36.8178172295122
2019-05-01 36.7663914117177
2019-06-01 36.5781650261065
2019-07-01 36.3759393176222
2019-08-01 36.1834645913562
2019-09-01 36.3304551142151
2019-10-01 36.5448971461063
2019-11-01 36.4908888930518
2019-12-01 37.0270559606618
2020-01-01 36.1561160108493
2020-02-01 36.1120207325270
2020-03-01 35.3560249855730
2020-04-01 34.0272613792403
2020-05-01 33.6960426521631
2020-06-01 34.4096830810796
2020-07-01 34.4228534520684
2020-08-01 34.8009749345080
2020-09-01 34.5821070549666
2020-10-01 34.4236715364795
2020-11-01 34.4358580492025
2020-12-01 34.1837090659243
2021-01-01 33.9382019264632
2021-02-01 34.1017972351881
2021-03-01 34.6512401088020
2021-04-01 35.1754731147309
2021-05-01 35.5042067131017
2021-06-01 35.5270343890190
2021-07-01 35.6615995103619
2021-08-01 35.5035124266532
2021-09-01 34.6201341132584
2021-10-01 35.3975375500356
2021-11-01 35.4244639942658
2021-12-01 35.4691283853301
2022-01-01 35.4480871325309
2022-02-01 35.4234660462774
2022-03-01 35.2983539815140
2022-04-01 35.2374029576503
2022-05-01 35.2278785138990
2022-06-01 34.8343049126381
2022-07-01 35.8597742263011
2022-08-01 36.0031077108159
2022-09-01 36.3913567934514
2022-10-01 36.3757907551041
2022-11-01 36.4330424045962
2022-12-01 36.6874331532322
2023-01-01 36.7156182815223
2023-02-01 36.7081184590316
2023-03-01 36.7769272169145
2023-04-01 36.8321975800405
2023-05-01 37.3460545765257
2023-06-01 36.9787023179771
2023-07-01 36.6145718287898
2023-08-01 36.5365526783394
2023-09-01 36.8214990388106
2023-10-01 36.4418171961331
2023-11-01 36.3107718681090
2023-12-01 36.2567896095771
2024-01-01 36.2335917101450
2024-02-01 36.3354406636626
2024-03-01 36.1546538502310
2024-04-01 36.4000550178554
2024-05-01 35.9130831461957
2024-06-01 35.6070341815104
2024-07-01 36.1586131044348
2024-08-01 36.0866636676816
2024-09-01 36.2047882995191
2024-10-01 36.3103860679424
2024-11-01 36.2997485391141
2024-12-01 35.8948219789711
2025-01-01 36.2649311552425
2025-02-01 36.2437622124245
2025-03-01 36.1532959326879
2025-04-01 36.2030389690279
2025-05-01 36.2079081659267
2025-06-01 36.1411078653357
2025-07-01 36.2691090612047
2025-08-01 36.4510731134500
2025-09-01 36.4310209939887
2025-10-01 36.6536958028018
2025-11-01 36.8344297041715
2025-12-01 36.9957098943176
2026-01-01 36.9956938870871
2026-02-01 36.8995328742183
2026-03-01 37.0562833204478
2026-04-01 36.9516094472732
2026-05-01 42.2194546150701

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