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 2026-09-01
Last Updated 2026-10-20 10:34 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 12.8909378586
1990-02-01 12.9207498652
1990-03-01 12.9899149420
1990-04-01 12.9866765096
1990-05-01 13.1923742389
1990-06-01 13.2334563050
1990-07-01 13.1256201107
1990-08-01 13.1399213020
1990-09-01 12.9349757214
1990-10-01 13.5164596779
1990-11-01 13.2928864058
1990-12-01 13.2797342109
1991-01-01 13.3159258009
1991-02-01 13.1904520897
1991-03-01 13.2792850574
1991-04-01 13.4780510180
1991-05-01 13.3877559221
1991-06-01 13.5690651972
1991-07-01 13.9993068632
1991-08-01 13.8294450331
1991-09-01 13.8436562879
1991-10-01 13.9292998404
1991-11-01 13.7134447190
1991-12-01 14.1188017926
1992-01-01 14.0342381876
1992-02-01 14.1283882954
1992-03-01 14.0393027220
1992-04-01 13.8788556741
1992-05-01 13.8684447265
1992-06-01 13.8097831624
1992-07-01 13.6904166713
1992-08-01 13.6384634057
1992-09-01 13.6426653187
1992-10-01 13.5317718477
1992-11-01 13.4289013014
1992-12-01 13.2657138512
1993-01-01 13.1302079693
1993-02-01 13.1785837855
1993-03-01 13.1083827572
1993-04-01 13.1856356741
1993-05-01 13.1531726455
1993-06-01 12.9395142153
1993-07-01 13.0790720168
1993-08-01 12.9539864083
1993-09-01 12.7633239791
1993-10-01 12.7169316719
1993-11-01 12.5545728789
1993-12-01 12.7762873040
1994-01-01 13.1019753465
1994-02-01 13.1378009964
1994-03-01 13.3857416028
1994-04-01 13.3249547893
1994-05-01 13.3555373717
1994-06-01 13.4236021056
1994-07-01 13.4211343423
1994-08-01 13.3035666583
1994-09-01 13.7459410257
1994-10-01 13.7785976959
1994-11-01 13.8590333875
1994-12-01 13.8213280353
1995-01-01 13.8989620688
1995-02-01 13.8448418062
1995-03-01 13.7874307618
1995-04-01 13.7784186593
1995-05-01 13.8530987963
1995-06-01 13.9940288706
1995-07-01 14.0477833238
1995-08-01 14.0501084555
1995-09-01 13.9327318451
1995-10-01 14.1423251671
1995-11-01 13.9696830894
1995-12-01 14.0255509645
1996-01-01 13.9336807916
1996-02-01 13.9747316110
1996-03-01 13.7773401809
1996-04-01 14.0264803363
1996-05-01 13.7228910864
1996-06-01 13.7636231071
1996-07-01 14.5974693550
1996-08-01 14.5941940648
1996-09-01 14.6960074892
1996-10-01 14.5337074056
1996-11-01 14.6491760222
1996-12-01 14.7432608947
1997-01-01 14.8006613223
1997-02-01 14.8284234901
1997-03-01 15.0590560704
1997-04-01 14.9500068474
1997-05-01 15.1730631340
1997-06-01 15.1379829547
1997-07-01 14.8160623862
1997-08-01 15.2284677113
1997-09-01 15.4214685696
1997-10-01 15.4167141639
1997-11-01 15.4081019498
1997-12-01 15.4878142632
1998-01-01 15.4671236396
1998-02-01 15.3507783100
1998-03-01 15.7672567754
1998-04-01 15.3504778166
1998-05-01 15.5572230250
1998-06-01 15.4118088595
1998-07-01 15.3087136904
1998-08-01 15.4381104602
1998-09-01 15.3701521416
1998-10-01 14.6221470182
1998-11-01 14.6560387400
1998-12-01 14.6668353645
1999-01-01 14.6964700210
1999-02-01 14.8268541129
1999-03-01 14.8876484444
1999-04-01 15.1280906625
1999-05-01 14.9980800320
1999-06-01 15.1320352980
1999-07-01 15.0758395870
1999-08-01 15.0614582266
1999-09-01 15.0032811057
1999-10-01 15.2206245261
1999-11-01 15.2166234780
1999-12-01 15.1578366082
2000-01-01 14.9545941007
2000-02-01 15.0694820942
2000-03-01 14.9810296327
2000-04-01 14.9212165063
2000-05-01 15.2089227032
2000-06-01 15.3308157662
2000-07-01 15.4456821948
2000-08-01 15.6746944143
2000-09-01 15.0781065901
2000-10-01 14.9339633740
2000-11-01 14.8787464975
2000-12-01 14.8365499723
2001-01-01 13.6685340471
2001-02-01 13.6358466010
2001-03-01 13.5195473087
2001-04-01 13.5455742922
2001-05-01 13.6939790501
2001-06-01 13.9392770609
2001-07-01 13.4781280938
2001-08-01 13.4721417895
2001-09-01 13.7153792894
2001-10-01 13.5922315082
2001-11-01 13.6203330376
2001-12-01 13.5926193546
2002-01-01 13.9934448322
2002-02-01 13.9315643396
2002-03-01 14.0203531430
2002-04-01 13.8337607766
2002-05-01 14.6427821289
2002-06-01 14.9922342283
2002-07-01 14.0496100919
2002-08-01 13.7190451501
2002-09-01 13.8544740001
2002-10-01 13.9151225085
2002-11-01 13.9457405050
2002-12-01 13.9190331609
2003-01-01 13.4773032315
2003-02-01 13.3435394391
2003-03-01 13.3525543429
2003-04-01 13.4594075374
2003-05-01 13.2822240664
2003-06-01 13.2515004873
2003-07-01 13.4621257732
2003-08-01 13.6359558504
2003-09-01 13.4909848359
2003-10-01 13.6095987965
2003-11-01 13.5856690459
2003-12-01 13.5766113252
2004-01-01 15.6808738949
2004-02-01 15.7272364157
2004-03-01 15.8147833128
2004-04-01 15.8412997884
2004-05-01 15.7540395335
2004-06-01 15.7408954452
2004-07-01 15.7582437933
2004-08-01 15.8869698175
2004-09-01 16.0130585707
2004-10-01 15.9288221011
2004-11-01 15.9486472987
2004-12-01 16.0614005385
2005-01-01 16.4753487013
2005-02-01 16.2122827531
2005-03-01 16.2112880548
2005-04-01 16.2712593899
2005-05-01 16.2358607997
2005-06-01 16.2500553215
2005-07-01 16.3252347040
2005-08-01 16.3751887900
2005-09-01 16.3619785736
2005-10-01 16.5681044610
2005-11-01 16.5342851551
2005-12-01 16.4884146843
2006-01-01 16.3519902769
2006-02-01 16.3968286672
2006-03-01 16.3071737207
2006-04-01 16.3554224704
2006-05-01 16.3525702901
2006-06-01 16.3755709386
2006-07-01 16.4404559846
2006-08-01 16.4912963016
2006-09-01 16.6505613535
2006-10-01 16.5524018553
2006-11-01 16.5481265040
2006-12-01 16.7451950796
2007-01-01 16.5188364342
2007-02-01 16.3799417520
2007-03-01 16.4849980984
2007-04-01 16.4468501885
2007-05-01 16.4346325344
2007-06-01 16.4574113510
2007-07-01 16.4329482763
2007-08-01 16.4979731842
2007-09-01 17.0962405480
2007-10-01 16.6488446203
2007-11-01 16.6696226651
2007-12-01 16.8260056680
2008-01-01 15.2043080774
2008-02-01 15.2456213160
2008-03-01 15.2667225408
2008-04-01 15.3286392814
2008-05-01 15.4012072358
2008-06-01 15.4251751456
2008-07-01 15.5088014071
2008-08-01 15.4809305379
2008-09-01 15.3536732603
2008-10-01 15.5662147834
2008-11-01 15.4016973646
2008-12-01 15.8367128293
2009-01-01 16.2816879331
2009-02-01 16.1964573078
2009-03-01 16.2553540560
2009-04-01 16.1959841724
2009-05-01 16.2764553333
2009-06-01 16.3026178280
2009-07-01 16.3044396935
2009-08-01 16.3564946788
2009-09-01 16.4899270594
2009-10-01 16.5662417983
2009-11-01 16.6039834625
2009-12-01 16.9502120262
2010-01-01 16.4731378013
2010-02-01 16.4613435221
2010-03-01 16.5709651203
2010-04-01 16.6355544788
2010-05-01 16.6760987457
2010-06-01 16.6833461184
2010-07-01 16.7284622145
2010-08-01 16.7244647599
2010-09-01 16.4953255971
2010-10-01 16.5543114226
2010-11-01 16.5069183780
2010-12-01 16.9792405239
2011-01-01 16.7359900799
2011-02-01 16.7152415738
2011-03-01 16.6871268865
2011-04-01 16.7593610085
2011-05-01 16.9098885906
2011-06-01 16.8828260816
2011-07-01 16.9971868313
2011-08-01 16.9241018967
2011-09-01 16.8500570992
2011-10-01 16.8128632293
2011-11-01 16.8640139110
2011-12-01 15.9088486445
2012-01-01 16.7130365784
2012-02-01 16.7938603624
2012-03-01 16.8048459972
2012-04-01 16.7508810449
2012-05-01 16.7782736722
2012-06-01 16.8962532775
2012-07-01 16.7841975579
2012-08-01 17.0270954394
2012-09-01 17.1764192194
2012-10-01 17.4557392432
2012-11-01 17.5146635669
2012-12-01 17.4418081270
2013-01-01 17.8863549177
2013-02-01 17.9829836861
2013-03-01 18.0249286672
2013-04-01 18.4386085210
2013-05-01 18.0382472663
2013-06-01 18.0573516922
2013-07-01 17.7581556828
2013-08-01 17.9392105882
2013-09-01 17.9752118391
2013-10-01 17.8933224348
2013-11-01 17.9255797941
2013-12-01 17.4690766723
2014-01-01 17.9012707448
2014-02-01 17.7958590840
2014-03-01 17.8189713226
2014-04-01 18.0430553215
2014-05-01 17.9844730888
2014-06-01 18.1487250038
2014-07-01 18.2017588659
2014-08-01 18.2504135995
2014-09-01 18.1935511250
2014-10-01 18.1346296602
2014-11-01 18.1472716592
2014-12-01 17.8766609674
2015-01-01 18.2314878298
2015-02-01 18.2689279228
2015-03-01 18.2707212568
2015-04-01 18.5152802573
2015-05-01 18.5980318604
2015-06-01 18.5523426037
2015-07-01 18.5281973623
2015-08-01 18.6843107253
2015-09-01 18.7428632133
2015-10-01 18.7948425392
2015-11-01 18.7738466258
2015-12-01 18.4562075023
2016-01-01 18.3569509168
2016-02-01 18.1143081526
2016-03-01 18.2697746710
2016-04-01 18.1492140507
2016-05-01 18.0229277619
2016-06-01 17.9212018835
2016-07-01 18.0320414862
2016-08-01 17.9270456451
2016-09-01 18.0324871153
2016-10-01 18.0886449337
2016-11-01 18.1477365080
2016-12-01 18.1034490508
2017-01-01 18.0382287696
2017-02-01 18.1306970156
2017-03-01 18.2849601221
2017-04-01 18.0199151457
2017-05-01 18.0402314425
2017-06-01 18.0427671293
2017-07-01 18.0247624708
2017-08-01 18.0559516431
2017-09-01 18.0405914591
2017-10-01 18.0136405642
2017-11-01 18.0560635961
2017-12-01 18.1256447353
2018-01-01 18.1878409697
2018-02-01 18.1735553439
2018-03-01 18.3410707119
2018-04-01 18.1925860089
2018-05-01 18.1672994555
2018-06-01 18.1281358898
2018-07-01 17.9717164849
2018-08-01 18.0568723613
2018-09-01 18.0476843441
2018-10-01 18.0577597364
2018-11-01 17.9935686186
2018-12-01 17.9546385677
2019-01-01 18.0280748556
2019-02-01 18.0382552093
2019-03-01 18.1605177992
2019-04-01 17.6332984206
2019-05-01 17.8775088188
2019-06-01 17.7981441626
2019-07-01 17.7960071934
2019-08-01 17.7414731358
2019-09-01 17.7510927369
2019-10-01 17.8094542911
2019-11-01 17.8279446545
2019-12-01 17.8889898968
2020-01-01 17.6813236257
2020-02-01 17.7406710520
2020-03-01 17.6859937356
2020-04-01 15.5419941564
2020-05-01 15.5852458220
2020-06-01 16.0822384436
2020-07-01 16.1178932266
2020-08-01 16.3184630246
2020-09-01 16.2395208801
2020-10-01 16.2576088034
2020-11-01 16.3562406476
2020-12-01 16.2635559737
2021-01-01 16.8322055113
2021-02-01 16.8542175005
2021-03-01 16.9778078646
2021-04-01 17.2095777249
2021-05-01 17.2876440178
2021-06-01 17.3761556495
2021-07-01 17.4044948071
2021-08-01 17.4219337845
2021-09-01 17.4385110570
2021-10-01 17.4780022219
2021-11-01 17.5506293575
2021-12-01 17.6235969107
2022-01-01 17.6938646586
2022-02-01 17.7580876205
2022-03-01 17.8295148081
2022-04-01 17.9777223124
2022-05-01 18.1066039132
2022-06-01 18.0984523221
2022-07-01 18.3577008504
2022-08-01 18.4424451894
2022-09-01 18.5233314403
2022-10-01 18.5509531771
2022-11-01 18.6298405245
2022-12-01 18.5669965982
2023-01-01 18.6590127691
2023-02-01 18.6493802010
2023-03-01 18.7709009681
2023-04-01 18.6594110032
2023-05-01 18.6354871259
2023-06-01 18.7149052518
2023-07-01 18.5531036095
2023-08-01 18.4943218650
2023-09-01 18.4208113703
2023-10-01 18.3883581010
2023-11-01 18.3826671514
2023-12-01 18.3496641071
2024-01-01 17.0432806716
2024-02-01 17.0347942606
2024-03-01 16.9518935491
2024-04-01 16.9675920136
2024-05-01 16.8549681449
2024-06-01 16.8362934661
2024-07-01 16.8366834608
2024-08-01 16.9534824653
2024-09-01 17.0162708799
2024-10-01 17.0159595878
2024-11-01 16.9293292924
2024-12-01 17.0050315291
2025-01-01 17.0361639847
2025-02-01 17.0495705920
2025-03-01 17.0553335098
2025-04-01 17.0909360339
2025-05-01 17.1503250044
2025-06-01 17.0303987939
2025-07-01 17.4875751537
2025-08-01 17.3138227485
2025-09-01 17.1366506838
2025-10-01 17.3667552563
2025-11-01 17.4700787010
2025-12-01 17.5555091016
2026-01-01 17.2388697983
2026-02-01 16.9731088045
2026-03-01 17.1703016933
2026-04-01 17.1117127886
2026-05-01 18.2329594669
2026-06-01 18.2162343648
2026-07-01 17.9109406231
2026-08-01 17.9568222509
2026-09-01 17.9566228183

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