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 2024-11-01
Last Updated 2024-12-21 6:42 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 7.2498209855865100
1990-02-01 7.1956826118751710
1990-03-01 7.2635939335451100
1990-04-01 8.7558186791426600
1990-05-01 8.5989743479226500
1990-06-01 8.2760087683576600
1990-07-01 8.6288854830253210
1990-08-01 8.5470953266602600
1990-09-01 8.7033299243731610
1990-10-01 8.8809603747061500
1990-11-01 9.0731188450749390
1990-12-01 9.0333935946793690
1991-01-01 7.4522299937924600
1991-02-01 7.5840599701134800
1991-03-01 7.5587936056917910
1991-04-01 7.4538969457441510
1991-05-01 7.5998729226707000
1991-06-01 7.5815160660275100
1991-07-01 7.6307078616309500
1991-08-01 7.6404977918856500
1991-09-01 7.7073667288688310
1991-10-01 7.7894327243545200
1991-11-01 7.6894936364368410
1991-12-01 8.0245899991955110
1992-01-01 7.8565223129227000
1992-02-01 7.6667727171341600
1992-03-01 7.7466390216151500
1992-04-01 7.8583443241589706
1992-05-01 7.8882903397919595
1992-06-01 7.9917934488370300
1992-07-01 7.6424437242908505
1992-08-01 8.0299038750794800
1992-09-01 8.2049216590231100
1992-10-01 7.9092107313638490
1992-11-01 8.0119709335374700
1992-12-01 7.8089633321770300
1993-01-01 7.8568877868532190
1993-02-01 7.9531519721600200
1993-03-01 7.9355309058300700
1993-04-01 7.9499225328559400
1993-05-01 7.9728359593490100
1993-06-01 8.0020115262416600
1993-07-01 8.0678633001198210
1993-08-01 8.1278624845003000
1993-09-01 8.0046379531279310
1993-10-01 7.6281046805276800
1993-11-01 7.8221854146931190
1993-12-01 7.6896854821734500
1994-01-01 8.0623331486940710
1994-02-01 8.1362133214983090
1994-03-01 8.1238959570767100
1994-04-01 8.1416375640024300
1994-05-01 8.0542235296604510
1994-06-01 8.1220402294040090
1994-07-01 8.1955612580979900
1994-08-01 8.2293354354291800
1994-09-01 8.1977335612798100
1994-10-01 8.3433635461885000
1994-11-01 8.3362002468613100
1994-12-01 8.4637168367879010
1995-01-01 8.3624945745368700
1995-02-01 8.3271062821109700
1995-03-01 8.5135890558293300
1995-04-01 8.3268654391443600
1995-05-01 8.4491844046351600
1995-06-01 8.3403072988185400
1995-07-01 8.3193327810689900
1995-08-01 8.3367619897021400
1995-09-01 8.4967397999840100
1995-10-01 8.4483789867745500
1995-11-01 8.6395839753403600
1995-12-01 8.6380896480583900
1996-01-01 8.5630331556505300
1996-02-01 8.6191660327774590
1996-03-01 8.6046087705165700
1996-04-01 8.7262447669271100
1996-05-01 8.7440116919632100
1996-06-01 8.7572152799483700
1996-07-01 8.6404993163234500
1996-08-01 8.6396759672345600
1996-09-01 8.6945556174915100
1996-10-01 8.8489904999487210
1996-11-01 8.7390343074316910
1996-12-01 8.7194142656012700
1997-01-01 8.8540333620182600
1997-02-01 8.9193670901373580
1997-03-01 8.9021747767529910
1997-04-01 9.0325072004629100
1997-05-01 9.0478830295660700
1997-06-01 9.0574166731893810
1997-07-01 9.2554328781681900
1997-08-01 9.3388012904461400
1997-09-01 9.3985526351272600
1997-10-01 9.4466468230946000
1997-11-01 9.4359484924922800
1997-12-01 9.5130034835424800
1998-01-01 9.4466345714966180
1998-02-01 9.4119256411175400
1998-03-01 9.4903715093678200
1998-04-01 9.4418394152959610
1998-05-01 9.4546426516106500
1998-06-01 9.5638433584140010
1998-07-01 9.6762284839352200
1998-08-01 9.7400648919582500
1998-09-01 9.7061308721869710
1998-10-01 9.6325760720519490
1998-11-01 9.7304321742336600
1998-12-01 9.8034528196990710
1999-01-01 10.2400857296029010
1999-02-01 10.2082036842915000
1999-03-01 10.2666629360409000
1999-04-01 10.4473450666528010
1999-05-01 10.5657912383776990
1999-06-01 10.6678907404856000
1999-07-01 10.7061832454803000
1999-08-01 10.8682594463217000
1999-09-01 10.8238158105951000
1999-10-01 10.9046596867546980
1999-11-01 11.0128328016129000
1999-12-01 10.9765689846895000
2000-01-01 11.1351917647811010
2000-02-01 11.1022129237299990
2000-03-01 11.1339548463629000
2000-04-01 11.1400876276169020
2000-05-01 11.2841878993390980
2000-06-01 11.3903606839613010
2000-07-01 11.4655987736211000
2000-08-01 11.6210794822466000
2000-09-01 11.4340129604917000
2000-10-01 11.3546343462066980
2000-11-01 11.3709802019413020
2000-12-01 11.4355034964788000
2001-01-01 11.3337984722799020
2001-02-01 11.4001374826743010
2001-03-01 11.3993355012516000
2001-04-01 11.3244786155088020
2001-05-01 11.4134195425671000
2001-06-01 11.2266060071283000
2001-07-01 11.4411681365887000
2001-08-01 11.5899918034684000
2001-09-01 11.6270985443539000
2001-10-01 11.8009241667550000
2001-11-01 11.8218247120576000
2001-12-01 11.8802519241427000
2002-01-01 12.0309987993974000
2002-02-01 12.0866117400208000
2002-03-01 11.9738683004229000
2002-04-01 12.3945320282911990
2002-05-01 12.5651910144688020
2002-06-01 12.5851473317946980
2002-07-01 12.5225927253666000
2002-08-01 12.3578953946906990
2002-09-01 12.3002872781625000
2002-10-01 12.4360106461580000
2002-11-01 12.4710294303560990
2002-12-01 12.4261448713760000
2003-01-01 13.6344721925002000
2003-02-01 13.2748894711512000
2003-03-01 13.2605785140400000
2003-04-01 13.2588306516946000
2003-05-01 13.1196553006893990
2003-06-01 13.2403161223564000
2003-07-01 13.2867197751360990
2003-08-01 13.1202120484183010
2003-09-01 13.4662139955133020
2003-10-01 13.5912971221635010
2003-11-01 13.7306482000445980
2003-12-01 13.4880347895716000
2004-01-01 13.4255161143644000
2004-02-01 13.4524017919888020
2004-03-01 13.5588050013206000
2004-04-01 13.4265592655809000
2004-05-01 13.4755023797844000
2004-06-01 13.3901895147712000
2004-07-01 13.4258051555490000
2004-08-01 13.6670303036474990
2004-09-01 13.7364830304289000
2004-10-01 13.6528675820807000
2004-11-01 13.8012209983026980
2004-12-01 13.9754292732629020
2005-01-01 13.9185029056268000
2005-02-01 13.9276281976242000
2005-03-01 13.8654436413796000
2005-04-01 14.0120425962005000
2005-05-01 13.9062302022936000
2005-06-01 14.0278447632061990
2005-07-01 14.0311414484820020
2005-08-01 13.9855938806485010
2005-09-01 14.1173590012731990
2005-10-01 14.1511595526986970
2005-11-01 14.0788078767576010
2005-12-01 14.0863617176635000
2006-01-01 13.9105235701768990
2006-02-01 14.0016712055938000
2006-03-01 13.9788606833270000
2006-04-01 14.1113940017475000
2006-05-01 14.0110712288094000
2006-06-01 14.0567748344994000
2006-07-01 13.8148221716786000
2006-08-01 13.7795968036039000
2006-09-01 14.1037869397314000
2006-10-01 14.1661103098005010
2006-11-01 14.1684422189828020
2006-12-01 14.2004463793790000
2007-01-01 14.5197376070685010
2007-02-01 14.6965277764767000
2007-03-01 14.5825564549450000
2007-04-01 14.5173732117826990
2007-05-01 14.6000585922181000
2007-06-01 14.6645096509082000
2007-07-01 14.7898481596560000
2007-08-01 14.7571565146747000
2007-09-01 14.9039047931258000
2007-10-01 15.1967586397204000
2007-11-01 15.2532692510110000
2007-12-01 15.4227948315471010
2008-01-01 15.5262078775225000
2008-02-01 15.7046176331170010
2008-03-01 15.6705970106679010
2008-04-01 15.8448287714510000
2008-05-01 15.9949422016145000
2008-06-01 16.0612635520030000
2008-07-01 16.2535106590456000
2008-08-01 16.3185119072940000
2008-09-01 16.3129228424440000
2008-10-01 15.6221270938388000
2008-11-01 15.8472908867304020
2008-12-01 15.7220188328465010
2009-01-01 16.5502285740158000
2009-02-01 16.1327919937764000
2009-03-01 16.1565982471655000
2009-04-01 16.6759393971041000
2009-05-01 16.6938016646078000
2009-06-01 16.4410871559688000
2009-07-01 16.5243063664363000
2009-08-01 16.6593859406181000
2009-09-01 16.7268861243801000
2009-10-01 16.4442131866916980
2009-11-01 16.4442978894167000
2009-12-01 16.7236518567878000
2010-01-01 16.4772283154365000
2010-02-01 16.3640770434135980
2010-03-01 16.5572843454799000
2010-04-01 16.4147085446941000
2010-05-01 16.1829319246468000
2010-06-01 16.3050983786986000
2010-07-01 16.1911929669448000
2010-08-01 16.1921278755473030
2010-09-01 16.3477386939963020
2010-10-01 16.4628776009808000
2010-11-01 16.5612986280796970
2010-12-01 16.3019516329399000
2011-01-01 16.5122894919758000
2011-02-01 16.7072503920296000
2011-03-01 16.5763565387976000
2011-04-01 16.3434795156024000
2011-05-01 16.2674476416017000
2011-06-01 16.4489750807970000
2011-07-01 16.6585886701854980
2011-08-01 16.5271193548082000
2011-09-01 16.4786554857678000
2011-10-01 16.5712111797808000
2011-11-01 16.5822443790644000
2011-12-01 16.7049497058174020
2012-01-01 16.6245760955435000
2012-02-01 16.6410039197665000
2012-03-01 16.7152253196690030
2012-04-01 16.8786362613401000
2012-05-01 16.8383465116056000
2012-06-01 16.9015568336336000
2012-07-01 16.8041100586640000
2012-08-01 16.9616273784948000
2012-09-01 17.0232775045092000
2012-10-01 17.0737686222256000
2012-11-01 17.0163064625941000
2012-12-01 16.9028379054676000
2013-01-01 17.1314381801255000
2013-02-01 17.2757017321041000
2013-03-01 17.2729637045206000
2013-04-01 17.1935918267115000
2013-05-01 17.3031584190614000
2013-06-01 17.2558600772493000
2013-07-01 17.1541957589697000
2013-08-01 17.1023840691917000
2013-09-01 16.9599221775779000
2013-10-01 16.8861780990611000
2013-11-01 16.9455525282102000
2013-12-01 17.0246908727562000
2014-01-01 16.9291433639565000
2014-02-01 16.9871708860153000
2014-03-01 17.0272014960748000
2014-04-01 17.1026830999422000
2014-05-01 17.2645722974735000
2014-06-01 17.3231650434430000
2014-07-01 17.7079629623926030
2014-08-01 17.4715567889820000
2014-09-01 17.4843771346732000
2014-10-01 17.5061387502739000
2014-11-01 17.5698966020664000
2014-12-01 17.5254992250638000
2015-01-01 17.7336672695873000
2015-02-01 17.5980599389092000
2015-03-01 17.5643788499775000
2015-04-01 17.6916473601727000
2015-05-01 17.7360727508378000
2015-06-01 17.6977729624616020
2015-07-01 17.9951856501266040
2015-08-01 18.0742796660118000
2015-09-01 17.9911757542510000
2015-10-01 18.2137237469448000
2015-11-01 18.0699166091296000
2015-12-01 18.1478087546737000
2016-01-01 18.1424989960174980
2016-02-01 18.0835348778342000
2016-03-01 18.1713943039176000
2016-04-01 18.1738734239673000
2016-05-01 18.1097532992313000
2016-06-01 18.2088276584956040
2016-07-01 18.1063399674871980
2016-08-01 18.0996778539135000
2016-09-01 17.9820358033968000
2016-10-01 17.8147836139114000
2016-11-01 17.9530661786368030
2016-12-01 17.7537419015843020
2017-01-01 18.1741914047213020
2017-02-01 18.2619618381584000
2017-03-01 18.2617295718628970
2017-04-01 18.2438088647516000
2017-05-01 18.2845649599541030
2017-06-01 18.5325344601262000
2017-07-01 18.6608028652639000
2017-08-01 18.3188352339683000
2017-09-01 18.2535273012847000
2017-10-01 18.6166533454414000
2017-11-01 18.6285813817771000
2017-12-01 18.7605847230239000
2018-01-01 18.6203793392475000
2018-02-01 18.5302211969728030
2018-03-01 18.5339883094978000
2018-04-01 19.4133902636427000
2018-05-01 18.8663354634156020
2018-06-01 18.9697395415588980
2018-07-01 19.0242877380033980
2018-08-01 18.9299378775253000
2018-09-01 19.3274709977963000
2018-10-01 19.6097896703376000
2018-11-01 19.6004335349434980
2018-12-01 19.4538783755418980
2019-01-01 19.3744875079341020
2019-02-01 19.9042937842515000
2019-03-01 20.0231829769688000
2019-04-01 19.9748723084578000
2019-05-01 20.0522215718361030
2019-06-01 19.7065260776746000
2019-07-01 19.7949467113563000
2019-08-01 19.8124217163938000
2019-09-01 20.0061457141275000
2019-10-01 19.7981015765534000
2019-11-01 20.0803252847035020
2019-12-01 20.4624671515776020
2020-01-01 20.2243999377836980
2020-02-01 20.3743695198430000
2020-03-01 19.7121000841104000
2020-04-01 18.4294182482477000
2020-05-01 18.5406471829915000
2020-06-01 18.6557248197885000
2020-07-01 18.6477146597222000
2020-08-01 18.7908215628643020
2020-09-01 18.7980234090676030
2020-10-01 18.7867649095820000
2020-11-01 18.7782371439656000
2020-12-01 18.8554017126840000
2021-01-01 18.6570704075548000
2021-02-01 18.5461460510826000
2021-03-01 18.7178598011138000
2021-04-01 18.6917307961833000
2021-05-01 18.6381888124191020
2021-06-01 18.4788202481871980
2021-07-01 19.1799433793333020
2021-08-01 19.0772250777056020
2021-09-01 18.8020828217689000
2021-10-01 18.9884725439158000
2021-11-01 18.8878091735860000
2021-12-01 18.7397934205747000
2022-01-01 18.8721378857611980
2022-02-01 18.9210825917721000
2022-03-01 18.8171589973995000
2022-04-01 19.0710399648003000
2022-05-01 19.0400281881683000
2022-06-01 19.0884141136538000
2022-07-01 19.0757007202168000
2022-08-01 19.2944356238859000
2022-09-01 19.3250493164521980
2022-10-01 19.2883581174131000
2022-11-01 19.3992869807667000
2022-12-01 19.4193805714910000
2023-01-01 19.4666036761780000
2023-02-01 19.6992699504681000
2023-03-01 19.7313162307847000
2023-04-01 19.7599141002124000
2023-05-01 19.9360720705264000
2023-06-01 19.6857117405818000
2023-07-01 19.7635622733639000
2023-08-01 19.6224309736495000
2023-09-01 19.9458236395560000
2023-10-01 20.0918347245800000
2023-11-01 20.1057833328914000
2023-12-01 20.4118494976601000
2024-01-01 20.4602428964164000
2024-02-01 20.4789444471234000
2024-03-01 20.5286841445911040
2024-04-01 20.3575197772755000
2024-05-01 20.7235815393372000
2024-06-01 20.8930188994024000
2024-07-01 21.2471911568455000
2024-08-01 20.8535106222548020
2024-09-01 20.7603729243826000
2024-10-01 21.0005275709720000
2024-11-01 21.1094966982745000

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