Table Data - All Employees: Education and Health Services: Private Educational Services in Virginia Beach-Chesapeake-Norfolk, VA-NC (MSA)

Title All Employees: Education and Health Services: Private Educational Services in Virginia Beach-Chesapeake-Norfolk, VA-NC (MSA)
Series ID SMU51472606561000001SA
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 6:36 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 12.8909320692142
1990-02-01 12.9207575044874
1990-03-01 12.9899210380107
1990-04-01 12.9866704631537
1990-05-01 13.1923484156402
1990-06-01 13.2334066794318
1990-07-01 13.1257104807263
1990-08-01 13.1398507713033
1990-09-01 12.9349010813443
1990-10-01 13.5166186566364
1990-11-01 13.2928081237437
1990-12-01 13.2797284246518
1991-01-01 13.3159332762778
1991-02-01 13.1904836969645
1991-03-01 13.2793331351116
1991-04-01 13.4781018856709
1991-05-01 13.3877766447337
1991-06-01 13.5690221277944
1991-07-01 13.9993474290884
1991-08-01 13.8293079971776
1991-09-01 13.8434723562185
1991-10-01 13.9292380973947
1991-11-01 13.7135211891144
1991-12-01 14.1189462763210
1992-01-01 14.0341168997013
1992-02-01 14.1282809210734
1992-03-01 14.0399932256928
1992-04-01 13.8788337772188
1992-05-01 13.8684095518588
1992-06-01 13.8096584651076
1992-07-01 13.6902648812074
1992-08-01 13.6385143804113
1992-09-01 13.6422649908100
1992-10-01 13.5314357305328
1992-11-01 13.4291205159379
1992-12-01 13.2659974203768
1993-01-01 13.1298954489135
1993-02-01 13.1782156242043
1993-03-01 13.1096441792507
1993-04-01 13.1855759812438
1993-05-01 13.1532260968382
1993-06-01 12.9396745110717
1993-07-01 13.0793524991466
1993-08-01 12.9550007792541
1993-09-01 12.7599503045608
1993-10-01 12.7170060805473
1993-11-01 12.5553293092915
1993-12-01 12.7768101309887
1994-01-01 13.1014219481410
1994-02-01 13.1372141565164
1994-03-01 13.3877694558799
1994-04-01 13.3231666684519
1994-05-01 13.3561500007942
1994-06-01 13.4244533772730
1994-07-01 13.4229985570367
1994-08-01 13.3063591459392
1994-09-01 13.7391598866469
1994-10-01 13.7794855722727
1994-11-01 13.8597302431080
1994-12-01 13.8212561021239
1995-01-01 13.8978045798713
1995-02-01 13.8435577584716
1995-03-01 13.7881244157146
1995-04-01 13.7742209267677
1995-05-01 13.8592432244673
1995-06-01 13.9947457276728
1995-07-01 14.0543171468121
1995-08-01 14.0533279903329
1995-09-01 13.9219972704710
1995-10-01 14.1433003392176
1995-11-01 13.9694209765490
1995-12-01 14.0238980669974
1996-01-01 13.9312047410723
1996-02-01 13.9693824271177
1996-03-01 13.7767381752204
1996-04-01 14.0204704723062
1996-05-01 13.7430831744911
1996-06-01 13.7646404494525
1996-07-01 14.6082561036310
1996-08-01 14.5964652079106
1996-09-01 14.6864553505552
1996-10-01 14.5292100529247
1996-11-01 14.6433639507133
1996-12-01 14.7368654979104
1997-01-01 14.7949380698372
1997-02-01 14.8182505597859
1997-03-01 15.0583086270035
1997-04-01 14.9490414593566
1997-05-01 15.2113088848373
1997-06-01 15.1438477690670
1997-07-01 14.8337554449186
1997-08-01 15.2319019146668
1997-09-01 15.3965301272671
1997-10-01 15.4069324393295
1997-11-01 15.3972072946686
1997-12-01 15.4772174193370
1998-01-01 15.4498299243139
1998-02-01 15.3369082925515
1998-03-01 15.7696421627721
1998-04-01 15.3554174055075
1998-05-01 15.6116197091837
1998-06-01 15.4401607527029
1998-07-01 15.3447339769935
1998-08-01 15.4381998364192
1998-09-01 15.3110919564349
1998-10-01 14.6001138234511
1998-11-01 14.6412975869378
1998-12-01 14.6584799641670
1999-01-01 14.6664176118173
1999-02-01 14.8156733785597
1999-03-01 14.8938652265670
1999-04-01 15.1393607402274
1999-05-01 15.0540546609911
1999-06-01 15.1813247052081
1999-07-01 15.1335184466955
1999-08-01 15.0531115535083
1999-09-01 14.9116360227518
1999-10-01 15.1980648518211
1999-11-01 15.2072910854911
1999-12-01 15.1624852987424
2000-01-01 14.9111030196952
2000-02-01 15.0584264984811
2000-03-01 14.9837736627915
2000-04-01 14.9257322440747
2000-05-01 15.2531997672232
2000-06-01 15.3864940473298
2000-07-01 15.5297744708844
2000-08-01 15.6370713797737
2000-09-01 14.9934745705554
2000-10-01 14.9216604641742
2000-11-01 14.8973401794824
2000-12-01 14.8815318425712
2001-01-01 13.5970664465651
2001-02-01 13.6050142817951
2001-03-01 13.5058946430786
2001-04-01 13.5453214568143
2001-05-01 13.7157616237907
2001-06-01 13.9634501954916
2001-07-01 13.5612575344638
2001-08-01 13.4222703673820
2001-09-01 13.6834600433139
2001-10-01 13.6144501590936
2001-11-01 13.6773428786554
2001-12-01 13.6805700058597
2002-01-01 13.8845961933199
2002-02-01 13.8675867838592
2002-03-01 13.9809021700973
2002-04-01 13.8208991161744
2002-05-01 14.6430683094441
2002-06-01 14.9856612258074
2002-07-01 14.1271673398679
2002-08-01 13.6726775735902
2002-09-01 13.8730835618713
2002-10-01 13.9678001453857
2002-11-01 14.0393345256656
2002-12-01 14.0401857475586
2003-01-01 13.3266334497456
2003-02-01 13.2520345094819
2003-03-01 13.2948417225455
2003-04-01 13.4436882882039
2003-05-01 13.2725453257307
2003-06-01 13.2289986155620
2003-07-01 13.5145099826443
2003-08-01 13.6282843186092
2003-09-01 13.5356606217237
2003-10-01 13.6671785644652
2003-11-01 13.6718397153115
2003-12-01 13.6770558835118
2004-01-01 15.5436007643731
2004-02-01 15.6471222576304
2004-03-01 15.7603610405108
2004-04-01 15.8199218506700
2004-05-01 15.7428297825385
2004-06-01 15.7288678607104
2004-07-01 15.7923558659296
2004-08-01 15.8974858808154
2004-09-01 16.0653169641743
2004-10-01 15.9613516537707
2004-11-01 16.0024429300636
2004-12-01 16.1128013356895
2005-01-01 16.3782053601408
2005-02-01 16.1681659680614
2005-03-01 16.1809826445686
2005-04-01 16.2599602833433
2005-05-01 16.2329981696535
2005-06-01 16.2495660730343
2005-07-01 16.3383225716081
2005-08-01 16.3862822721720
2005-09-01 16.4169380728251
2005-10-01 16.5593364833988
2005-11-01 16.5366449755903
2005-12-01 16.4804207165398
2006-01-01 16.3253601849051
2006-02-01 16.3964744880523
2006-03-01 16.3084455288469
2006-04-01 16.3597688282586
2006-05-01 16.3597128729034
2006-06-01 16.3817343474642
2006-07-01 16.4404394870953
2006-08-01 16.4780904555864
2006-09-01 16.7054890430634
2006-10-01 16.4995127074314
2006-11-01 16.5225401011093
2006-12-01 16.6935833591781
2007-01-01 16.5303928806962
2007-02-01 16.4237994672245
2007-03-01 16.5186928610807
2007-04-01 16.4722964343907
2007-05-01 16.4516307078180
2007-06-01 16.4637716227798
2007-07-01 16.4244473620026
2007-08-01 16.4692713224806
2007-09-01 17.1248756478949
2007-10-01 16.5669656658929
2007-11-01 16.6319980318765
2007-12-01 16.7526283075997
2008-01-01 15.2400877992488
2008-02-01 15.3208608944019
2008-03-01 15.3215508593981
2008-04-01 15.3661793643860
2008-05-01 15.4225227339628
2008-06-01 15.4302019629086
2008-07-01 15.4963418404127
2008-08-01 15.4475358202698
2008-09-01 15.3523269040321
2008-10-01 15.4788499653460
2008-11-01 15.3681814177222
2008-12-01 15.7599642003479
2009-01-01 16.3108550834156
2009-02-01 16.2879293716743
2009-03-01 16.3186142151344
2009-04-01 16.2351730714097
2009-05-01 16.2953670950905
2009-06-01 16.3049447065875
2009-07-01 16.2918494749389
2009-08-01 16.3304794739164
2009-09-01 16.4645404282559
2009-10-01 16.5096475206610
2009-11-01 16.5688435382588
2009-12-01 16.8893023519408
2010-01-01 16.4975732946354
2010-02-01 16.5297816569602
2010-03-01 16.6207720838713
2010-04-01 16.6674740298092
2010-05-01 16.6918721849138
2010-06-01 16.6861085259585
2010-07-01 16.7220321327257
2010-08-01 16.7106208807006
2010-09-01 16.4688162596587
2010-10-01 16.5306475817596
2010-11-01 16.4707101679995
2010-12-01 16.9336112475789
2011-01-01 16.7520973974331
2011-02-01 16.7555265626550
2011-03-01 16.7183521008597
2011-04-01 16.7818009684489
2011-05-01 16.9208065101050
2011-06-01 16.8853658840231
2011-07-01 16.9974460467378
2011-08-01 16.9188881462122
2011-09-01 16.8340798432703
2011-10-01 16.8105153033920
2011-11-01 16.8379546354718
2011-12-01 15.8719126148689
2012-01-01 16.7249289952040
2012-02-01 16.8080134795663
2012-03-01 16.8187975099315
2012-04-01 16.7651448302009
2012-05-01 16.7857594092259
2012-06-01 16.8995563572628
2012-07-01 16.7908640644804
2012-08-01 17.0267663663139
2012-09-01 17.1706725509334
2012-10-01 17.4568085757191
2012-11-01 17.5036566305368
2012-12-01 17.4046532030184
2013-01-01 17.8932039959950
2013-02-01 17.9904244080946
2013-03-01 18.0318885298055
2013-04-01 18.4484810616991
2013-05-01 18.0422346129055
2013-06-01 18.0592076011831
2013-07-01 17.7651004322463
2013-08-01 17.9391066267431
2013-09-01 17.9749835462776
2013-10-01 17.8936859508204
2013-11-01 17.9272700174873
2013-12-01 17.4351842869627
2014-01-01 17.9042280111987
2014-02-01 17.8013110095711
2014-03-01 17.8225684894442
2014-04-01 18.0490866354747
2014-05-01 17.9871860627463
2014-06-01 18.1503678106820
2014-07-01 18.2064598086092
2014-08-01 18.2508621460817
2014-09-01 18.1939343497831
2014-10-01 18.1355657525054
2014-11-01 18.1496482205234
2014-12-01 17.8510698259149
2015-01-01 18.2334437486883
2015-02-01 18.2748895221325
2015-03-01 18.2727795113115
2015-04-01 18.5187741454127
2015-05-01 18.5999639033408
2015-06-01 18.5534976159602
2015-07-01 18.5300137391127
2015-08-01 18.6844370099988
2015-09-01 18.7427135717740
2015-10-01 18.7949318082401
2015-11-01 18.7753643138836
2015-12-01 18.4430565218660
2016-01-01 18.3568404778046
2016-02-01 18.1201738636846
2016-03-01 18.2699979017904
2016-04-01 18.1502200513293
2016-05-01 18.0240979454207
2016-06-01 17.9220151436445
2016-07-01 18.0324229886585
2016-08-01 17.9271223529744
2016-09-01 18.0323048096912
2016-10-01 18.0884092123815
2016-11-01 18.1482796163366
2016-12-01 18.0987332227119
2017-01-01 18.0375492737724
2017-02-01 18.1340246667776
2017-03-01 18.2839715666510
2017-04-01 18.0203314916384
2017-05-01 18.0407807942793
2017-06-01 18.0432315042511
2017-07-01 18.0252104649249
2017-08-01 18.0561203733330
2017-09-01 18.0405966353986
2017-10-01 18.0134898989189
2017-11-01 18.0561810225361
2017-12-01 18.1248089429864
2018-01-01 18.1869628620499
2018-02-01 18.1745767874974
2018-03-01 18.3389661653021
2018-04-01 18.1924078806777
2018-05-01 18.1667278316024
2018-06-01 18.1308848265721
2018-07-01 17.9724509466828
2018-08-01 18.0576405658549
2018-09-01 18.0478613903881
2018-10-01 18.0578507732734
2018-11-01 17.9935685125265
2018-12-01 17.9540701467425
2019-01-01 18.0262525637458
2019-02-01 18.0375632457866
2019-03-01 18.1583004850679
2019-04-01 17.6330891036775
2019-05-01 17.8763798037369
2019-06-01 17.8036072296984
2019-07-01 17.7970166141098
2019-08-01 17.7427892473792
2019-09-01 17.7510824713146
2019-10-01 17.8093141758885
2019-11-01 17.8277095943330
2019-12-01 17.8879435936395
2020-01-01 17.6780291313975
2020-02-01 17.7399183376036
2020-03-01 17.6842650916003
2020-04-01 15.5417460349234
2020-05-01 15.5836283201525
2020-06-01 16.0902496249827
2020-07-01 16.1187432364151
2020-08-01 16.3198108035632
2020-09-01 16.2388507779858
2020-10-01 16.2569098907667
2020-11-01 16.3556936154647
2020-12-01 16.2622743149648
2021-01-01 16.8277340968068
2021-02-01 16.8539483765632
2021-03-01 16.9788796092694
2021-04-01 17.2089562685360
2021-05-01 17.2853289601123
2021-06-01 17.3878900744085
2021-07-01 17.4027003703642
2021-08-01 17.4206932516565
2021-09-01 17.4364533751819
2021-10-01 17.4765858870465
2021-11-01 17.5499373033045
2021-12-01 17.6227629210447
2022-01-01 17.6905476246333
2022-02-01 17.7591383871333
2022-03-01 17.8347423824430
2022-04-01 17.9792161624041
2022-05-01 18.1066546898102
2022-06-01 18.1170326214824
2022-07-01 18.3338547796969
2022-08-01 18.4407762475673
2022-09-01 18.5214232065756
2022-10-01 18.5499422157019
2022-11-01 18.6300251434406
2022-12-01 18.5675612654531
2023-01-01 18.6578208073096
2023-02-01 18.6532672159046
2023-03-01 18.7817128142162
2023-04-01 18.6649086229012
2023-05-01 18.6393163356208
2023-06-01 18.7529510008486
2023-07-01 18.4832476519923
2023-08-01 18.4898800189517
2023-09-01 18.4229839845703
2023-10-01 18.3839023312457
2023-11-01 18.3907997880520
2023-12-01 18.3521768253868
2024-01-01 17.0417458259612
2024-02-01 17.0421443865089
2024-03-01 16.9661447317814
2024-04-01 16.9824912812874
2024-05-01 16.8752173289609
2024-06-01 16.8989014651930
2024-07-01 16.7091881068181
2024-08-01 16.9300604560004
2024-09-01 17.0255712947319
2024-10-01 17.0044643453295
2024-11-01 16.9504623112050
2024-12-01 17.0181321187438
2025-01-01 17.0318781834808
2025-02-01 17.0579678411007
2025-03-01 17.0705819955644
2025-04-01 17.1140405952229
2025-05-01 17.1882091118621
2025-06-01 17.1218767334139
2025-07-01 17.3208754893491
2025-08-01 17.2567146973406
2025-09-01 17.1471653331189
2025-10-01 17.3443754020345
2025-11-01 17.5078198480006
2025-12-01 17.5823676873503
2026-01-01 17.2299193500893
2026-02-01 16.9804524704759
2026-03-01 17.1840276567725
2026-04-01 17.1419476467211
2026-05-01 18.2915181837300
2026-06-01 18.3241494926485
2026-07-01 18.2333208163817

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