Federal Reserve Economic Data

Table Data - All Employees: Education and Health Services: Private Education and Health Services in Lynchburg, VA (MSA)

Title All Employees: Education and Health Services: Private Education and Health Services in Lynchburg, VA (MSA)
Series ID SMU51313406500000001SA
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 2025-09-01
Last Updated 2025-12-12 2:20 AM CST
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 7.25022394458210
1990-02-01 7.19655684210950
1990-03-01 7.26439439175970
1990-04-01 8.75535563259936
1990-05-01 8.59871775713457
1990-06-01 8.27592274153885
1990-07-01 8.62880659636437
1990-08-01 8.54692558514665
1990-09-01 8.70317662319229
1990-10-01 8.88072216340716
1990-11-01 9.07317484484851
1990-12-01 9.03278325268087
1991-01-01 7.45259873635129
1991-02-01 7.58484503372165
1991-03-01 7.55951183922756
1991-04-01 7.45349648618408
1991-05-01 7.59965120412754
1991-06-01 7.58144059481537
1991-07-01 7.63063878825718
1991-08-01 7.64034824554465
1991-09-01 7.70725132009113
1991-10-01 7.78924049557957
1991-11-01 7.68955852735631
1991-12-01 8.02404534462225
1992-01-01 7.85682497891112
1992-02-01 7.66737683220143
1992-03-01 7.74711406345640
1992-04-01 7.85812838981258
1992-05-01 7.88816347414076
1992-06-01 7.99173667302200
1992-07-01 7.64238059337740
1992-08-01 8.02977939953251
1992-09-01 8.20484677256677
1992-10-01 7.90908462687858
1992-11-01 8.01201678073018
1992-12-01 7.80855520620700
1993-01-01 7.85708175473405
1993-02-01 7.95357760972870
1993-03-01 7.93577717094172
1993-04-01 7.94984708844735
1993-05-01 7.97278462066496
1993-06-01 8.00197492734468
1993-07-01 8.06781373195711
1993-08-01 8.12777278889532
1993-09-01 8.00460201251547
1993-10-01 7.62804038869218
1993-11-01 7.82220895000550
1993-12-01 7.68944544568951
1994-01-01 8.06243072655370
1994-02-01 8.13643332163450
1994-03-01 8.12395393893077
1994-04-01 8.14167178671601
1994-05-01 8.05423183701594
1994-06-01 8.12202288716438
1994-07-01 8.19552892953515
1994-08-01 8.22927670102844
1994-09-01 8.19772219662696
1994-10-01 8.34334486517192
1994-11-01 8.33620654944975
1994-12-01 8.46360569570931
1995-01-01 8.36252310219309
1995-02-01 8.32720513014426
1995-03-01 8.51361199524145
1995-04-01 8.32688149702692
1995-05-01 8.44918874657391
1995-06-01 8.34029879360938
1995-07-01 8.31931900432857
1995-08-01 8.33674020583418
1995-09-01 8.49673326761722
1995-10-01 8.44838936281602
1995-11-01 8.63958221424716
1995-12-01 8.63806086475000
1996-01-01 8.56304537006195
1996-02-01 8.61917675392099
1996-03-01 8.60461575066811
1996-04-01 8.72624984468880
1996-05-01 8.74401033139082
1996-06-01 8.75720719269417
1996-07-01 8.64049284669515
1996-08-01 8.63967936618378
1996-09-01 8.69454467999669
1996-10-01 8.84902287088084
1996-11-01 8.73902786627745
1996-12-01 8.71941901690586
1997-01-01 8.85403707811431
1997-02-01 8.91936440515424
1997-03-01 8.90216794958652
1997-04-01 9.03249735296012
1997-05-01 9.04786749368765
1997-06-01 9.05739617290574
1997-07-01 9.25542062157699
1997-08-01 9.33881889396485
1997-09-01 9.39854581739443
1997-10-01 9.44671210311112
1997-11-01 9.43595204140587
1997-12-01 9.51305453707573
1998-01-01 9.44663537516138
1998-02-01 9.41190529851558
1998-03-01 9.49033728783857
1998-04-01 9.44179552456644
1998-05-01 9.45459372108063
1998-06-01 9.56379124025980
1998-07-01 9.67620784627588
1998-08-01 9.74009406495905
1998-09-01 9.70616637561547
1998-10-01 9.63269754448819
1998-11-01 9.73049692078765
1998-12-01 9.80354549887624
1999-01-01 10.24009427287990
1999-02-01 10.20815435746210
1999-03-01 10.26657614191200
1999-04-01 10.44723027250310
1999-05-01 10.56567247650300
1999-06-01 10.66777011513330
1999-07-01 10.70612010805990
1999-08-01 10.86828223232850
1999-09-01 10.82391024212020
1999-10-01 10.90488954109530
1999-11-01 11.01308847836400
1999-12-01 10.97694544849080
2000-01-01 11.13518406620440
2000-02-01 11.10190711962250
2000-03-01 11.13369729921200
2000-04-01 11.13986044891170
2000-05-01 11.28398054514350
2000-06-01 11.39020141903570
2000-07-01 11.46553546256750
2000-08-01 11.62110600017650
2000-09-01 11.43421070151300
2000-10-01 11.35495704181960
2000-11-01 11.37146484413110
2000-12-01 11.43617015882450
2001-01-01 11.33377841967220
2001-02-01 11.39956670271880
2001-03-01 11.39889152005850
2001-04-01 11.32412533797800
2001-05-01 11.41311977074130
2001-06-01 11.22641520337170
2001-07-01 11.44110900201610
2001-08-01 11.59001996767120
2001-09-01 11.62738029324350
2001-10-01 11.80130536881230
2001-11-01 11.82248698732740
2001-12-01 11.88133714369500
2002-01-01 12.03092881910190
2002-02-01 12.08575950117200
2002-03-01 11.97323903088280
2002-04-01 12.39407439231050
2002-05-01 12.56482921249060
2002-06-01 12.58496656705370
2002-07-01 12.52258043236400
2002-08-01 12.35794915284640
2002-09-01 12.30062841930750
2002-10-01 12.43638297660320
2002-11-01 12.47172386060470
2002-12-01 12.42739751163120
2003-01-01 13.63437920942950
2003-02-01 13.27399981140460
2003-03-01 13.25990838432890
2003-04-01 13.25834006007640
2003-05-01 13.11927506984870
2003-06-01 13.24013542525080
2003-07-01 13.28670519247340
2003-08-01 13.12024141838690
2003-09-01 13.46652907459710
2003-10-01 13.59162765249200
2003-11-01 13.73129782692010
2003-12-01 13.48943564736630
2004-01-01 13.42540035626460
2004-02-01 13.45152090498090
2004-03-01 13.55817503508240
2004-04-01 13.42611595274440
2004-05-01 13.47515545935880
2004-06-01 13.39003535208260
2004-07-01 13.42578988559050
2004-08-01 13.66701542292420
2004-09-01 13.73673231775040
2004-10-01 13.65310749321870
2004-11-01 13.80172714694440
2004-12-01 13.97660821838690
2005-01-01 13.91844891898570
2005-02-01 13.92704468671360
2005-03-01 13.86503046723700
2005-04-01 14.01173416190680
2005-05-01 13.90595708367600
2005-06-01 14.02767531283520
2005-07-01 14.03101776860510
2005-08-01 13.98537833318930
2005-09-01 14.11726930804160
2005-10-01 14.15154232659150
2005-11-01 14.07927249374250
2005-12-01 14.08736395354320
2006-01-01 13.91050498031970
2006-02-01 14.00139130442460
2006-03-01 13.97865429676300
2006-04-01 14.11121516312060
2006-05-01 14.01090706503910
2006-06-01 14.05654998485010
2006-07-01 13.81455933556950
2006-08-01 13.77918069228310
2006-09-01 14.10336517088910
2006-10-01 14.16667179323130
2006-11-01 14.16892035350810
2006-12-01 14.20115828339720
2007-01-01 14.51980821712620
2007-02-01 14.69657588007930
2007-03-01 14.58253876285220
2007-04-01 14.51729912907120
2007-05-01 14.59998004495950
2007-06-01 14.66420271073890
2007-07-01 14.78941954672290
2007-08-01 14.75652848221990
2007-09-01 14.90316768361330
2007-10-01 15.19754133124460
2007-11-01 15.25387159446660
2007-12-01 15.42346883392890
2008-01-01 15.52631342888610
2008-02-01 15.70475424389940
2008-03-01 15.67061258374410
2008-04-01 15.84478805979670
2008-05-01 15.99489738042530
2008-06-01 16.06092733357370
2008-07-01 16.25300643410750
2008-08-01 16.31785606879460
2008-09-01 16.31215537648030
2008-10-01 15.62290552085770
2008-11-01 15.84791388489410
2008-12-01 15.72259499954390
2009-01-01 16.55038470284970
2009-02-01 16.13298758032320
2009-03-01 16.15661820828970
2009-04-01 16.67591041624290
2009-05-01 16.69375068207790
2009-06-01 16.44077439048540
2009-07-01 16.52379781246730
2009-08-01 16.65876781711900
2009-09-01 16.72611872143970
2009-10-01 16.44496857361850
2009-11-01 16.44487620394410
2009-12-01 16.72425754463190
2010-01-01 16.47733757786330
2010-02-01 16.36424698584740
2010-03-01 16.55724988066340
2010-04-01 16.41465036935920
2010-05-01 16.18286726627360
2010-06-01 16.30484331575660
2010-07-01 16.19076822076810
2010-08-01 16.19170370464090
2010-09-01 16.34721619179170
2010-10-01 16.46338345728850
2010-11-01 16.56169528214580
2010-12-01 16.30248346742070
2011-01-01 16.51237343687440
2011-02-01 16.70737811436320
2011-03-01 16.57629571973010
2011-04-01 16.34340923588570
2011-05-01 16.26735652339160
2011-06-01 16.44879854998540
2011-07-01 16.65833982008680
2011-08-01 16.52688068377030
2011-09-01 16.47838280978100
2011-10-01 16.57146443586050
2011-11-01 16.58244890219850
2011-12-01 16.70538267548600
2012-01-01 16.62460475340250
2012-02-01 16.64106729395030
2012-03-01 16.71514443684450
2012-04-01 16.87855626999070
2012-05-01 16.83823359624920
2012-06-01 16.90146772177790
2012-07-01 16.80404929774190
2012-08-01 16.96158669976960
2012-09-01 17.02326793125490
2012-10-01 17.07378373360770
2012-11-01 17.01633331953230
2012-12-01 16.90309745457590
2013-01-01 17.13142193426260
2013-02-01 17.27569071955920
2013-03-01 17.27288149508020
2013-04-01 17.19352191508370
2013-05-01 17.30305932717280
2013-06-01 17.25585684277960
2013-07-01 17.15431983120690
2013-08-01 17.10243977799450
2013-09-01 16.95997646726020
2013-10-01 16.88621577602410
2013-11-01 16.94556451410440
2013-12-01 17.02466455928110
2014-01-01 16.92905633745860
2014-02-01 16.98705868538270
2014-03-01 17.02706195976250
2014-04-01 17.10255263172050
2014-05-01 17.26443953856990
2014-06-01 17.32311713606880
2014-07-01 17.70887154507610
2014-08-01 17.47158624743950
2014-09-01 17.48459740958760
2014-10-01 17.50611178282600
2014-11-01 17.56980774870520
2014-12-01 17.52503074336590
2015-01-01 17.73339325567540
2015-02-01 17.59778239455310
2015-03-01 17.56419287104530
2015-04-01 17.69130096090880
2015-05-01 17.73610362555640
2015-06-01 17.69799536477100
2015-07-01 17.99726489846930
2015-08-01 18.07364868676950
2015-09-01 17.99185878478010
2015-10-01 18.21402207888880
2015-11-01 18.06978831147590
2015-12-01 18.14600389787910
2016-01-01 18.14197204630280
2016-02-01 18.08299320059600
2016-03-01 18.17105210833470
2016-04-01 18.17321232172310
2016-05-01 18.10978368892170
2016-06-01 18.21072541984910
2016-07-01 18.10941111712730
2016-08-01 18.09831515491900
2016-09-01 17.98333689610790
2016-10-01 17.81586076780250
2016-11-01 17.95356588531140
2016-12-01 17.74731913449120
2017-01-01 18.17429143614850
2017-02-01 18.26192790889960
2017-03-01 18.25976296149410
2017-04-01 18.24381981816320
2017-05-01 18.28541172909020
2017-06-01 18.53662435090280
2017-07-01 18.66431611008350
2017-08-01 18.31685029231460
2017-09-01 18.25521961671780
2017-10-01 18.61841863465270
2017-11-01 18.62965851868740
2017-12-01 18.74947938727290
2018-01-01 18.62077856157270
2018-02-01 18.53035088659210
2018-03-01 18.53011982398510
2018-04-01 19.41405624672650
2018-05-01 18.86789949741880
2018-06-01 18.97969494091290
2018-07-01 19.03034331212360
2018-08-01 18.92216039496210
2018-09-01 19.32969806045840
2018-10-01 19.61184049267040
2018-11-01 19.60148953527890
2018-12-01 19.43844653230650
2019-01-01 19.37473248225690
2019-02-01 19.90459639556350
2019-03-01 20.01651457710290
2019-04-01 19.97782526205610
2019-05-01 20.05683750693910
2019-06-01 19.72320431827830
2019-07-01 19.80448861044950
2019-08-01 19.79921505434780
2019-09-01 20.00740376598550
2019-10-01 19.79780238895590
2019-11-01 20.07834021676710
2019-12-01 20.44429383773520
2020-01-01 20.22249271255000
2020-02-01 20.37408804171530
2020-03-01 19.70522359838360
2020-04-01 18.43562271790200
2020-05-01 18.54509458862070
2020-06-01 18.68678552536000
2020-07-01 18.66820605040010
2020-08-01 18.77218899482370
2020-09-01 18.79195860206540
2020-10-01 18.78131253873930
2020-11-01 18.76454360192770
2020-12-01 18.83093694295080
2021-01-01 18.65677428153250
2021-02-01 18.54929130546730
2021-03-01 18.70536140602650
2021-04-01 18.70480574521750
2021-05-01 18.65200095957630
2021-06-01 18.52938556941580
2021-07-01 19.20704724085820
2021-08-01 19.05746903020230
2021-09-01 18.78793255227200
2021-10-01 18.96548551004510
2021-11-01 18.86018970068430
2021-12-01 18.70276238455260
2022-01-01 18.87415851920920
2022-02-01 18.93679021211910
2022-03-01 18.80026605978400
2022-04-01 19.09447218836150
2022-05-01 19.07185893280750
2022-06-01 19.14965320150230
2022-07-01 19.10780791707000
2022-08-01 19.27340538455330
2022-09-01 19.29964968857220
2022-10-01 19.25100435357990
2022-11-01 19.35826657728370
2022-12-01 19.36374663734910
2023-01-01 19.47048435760860
2023-02-01 19.73443397544160
2023-03-01 19.70218366719750
2023-04-01 19.79990589473910
2023-05-01 19.89634272533150
2023-06-01 19.64856125294920
2023-07-01 19.68675436015240
2023-08-01 19.60654114984510
2023-09-01 20.01690517926410
2023-10-01 20.33906668625900
2023-11-01 20.15712644818000
2023-12-01 20.33393943483220
2024-01-01 19.96332325573130
2024-02-01 20.33439872245280
2024-03-01 20.78920840470920
2024-04-01 20.41515268614520
2024-05-01 19.70701252396730
2024-06-01 19.85027547631130
2024-07-01 20.06099259108420
2024-08-01 20.04668430585980
2024-09-01 20.22887704352640
2024-10-01 20.44296569129050
2024-11-01 20.45452897918270
2024-12-01 20.60380278434320
2025-01-01 20.85137176827580
2025-02-01 20.53536881332530
2025-03-01 20.67472396738060
2025-04-01 20.63685890540120
2025-05-01 20.72162456457420
2025-06-01 20.94514582096280
2025-07-01 20.93413730502170
2025-08-01 20.77815526094070
2025-09-01 20.43931836879420

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