Federal Reserve Economic Data

Table Data - All Employees: Private Service Providing in Harrisonburg, VA (MSA)

Title All Employees: Private Service Providing in Harrisonburg, VA (MSA)
Series ID SMU51255000800000001SA
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 2024-12-01
Last Updated 2025-01-29 5:03 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 19.898540014738398
1990-02-01 19.835528032549000
1990-03-01 19.913735372886600
1990-04-01 19.916509965945803
1990-05-01 19.991891965636498
1990-06-01 20.075472749539603
1990-07-01 20.073556404167200
1990-08-01 20.121109004835600
1990-09-01 20.257222723145300
1990-10-01 20.623187554693900
1990-11-01 20.111004138748600
1990-12-01 20.063644598245500
1991-01-01 20.307042063812500
1991-02-01 20.547016083006300
1991-03-01 20.521763496257000
1991-04-01 20.620158085930800
1991-05-01 20.797044349047198
1991-06-01 20.868962964105602
1991-07-01 20.667639776172700
1991-08-01 20.913027753254898
1991-09-01 20.955472941751800
1991-10-01 21.127147586175300
1991-11-01 21.398600582612300
1991-12-01 21.538097843539700
1992-01-01 21.025569075541302
1992-02-01 21.155053849163000
1992-03-01 21.235748164617103
1992-04-01 21.218569894041604
1992-05-01 21.200927705137400
1992-06-01 21.155001227601200
1992-07-01 21.262716282752800
1992-08-01 21.302734367636500
1992-09-01 21.363771067486600
1992-10-01 21.442573070509397
1992-11-01 21.498160901620302
1992-12-01 21.425616457911600
1993-01-01 21.645340580884200
1993-02-01 21.758980897975803
1993-03-01 21.538476793753800
1993-04-01 22.012272218305900
1993-05-01 22.005836882063400
1993-06-01 22.033030609141697
1993-07-01 22.264602522048100
1993-08-01 22.293114138501000
1993-09-01 22.480905981873400
1993-10-01 22.560793396535200
1993-11-01 22.593099525849900
1993-12-01 22.702860389553600
1994-01-01 22.662165857337400
1994-02-01 22.639932301143400
1994-03-01 22.747800032266200
1994-04-01 22.698119803928800
1994-05-01 22.811191182920197
1994-06-01 23.005207580973600
1994-07-01 23.073207527888602
1994-08-01 23.203103508553700
1994-09-01 23.109922867864800
1994-10-01 23.086581599334302
1994-11-01 23.208573373413895
1994-12-01 23.485321993552400
1995-01-01 23.261907275936302
1995-02-01 23.290884263412000
1995-03-01 23.439519977738700
1995-04-01 23.683718298152600
1995-05-01 23.918822341088700
1995-06-01 24.070331710906400
1995-07-01 24.095434827786697
1995-08-01 24.224792866098500
1995-09-01 24.351513109672400
1995-10-01 24.121324822257500
1995-11-01 24.417892612607304
1995-12-01 24.572616169220600
1996-01-01 24.356682613085898
1996-02-01 24.618650056499500
1996-03-01 24.928169055979700
1996-04-01 24.669027460905700
1996-05-01 24.623056943594605
1996-06-01 24.535506078581300
1996-07-01 24.529122403879600
1996-08-01 24.660230249882500
1996-09-01 24.706182234375300
1996-10-01 24.962636925334300
1996-11-01 25.034002052947603
1996-12-01 25.063513145018703
1997-01-01 25.237839928926000
1997-02-01 25.232509127839304
1997-03-01 25.486103444932900
1997-04-01 24.861958910344600
1997-05-01 25.125693516156698
1997-06-01 25.217941681103300
1997-07-01 25.365510609292198
1997-08-01 25.300435712904300
1997-09-01 25.464413082570000
1997-10-01 25.496120910444997
1997-11-01 25.340528326062700
1997-12-01 25.465240246215400
1998-01-01 25.899938032190200
1998-02-01 25.860917856296002
1998-03-01 25.726156942420600
1998-04-01 26.069556179554000
1998-05-01 26.142964111034800
1998-06-01 26.310912748050300
1998-07-01 26.393931118981900
1998-08-01 26.540188682462300
1998-09-01 26.705456390129800
1998-10-01 26.818585694114798
1998-11-01 27.246474012744700
1998-12-01 27.441505946114898
1999-01-01 27.155044243414398
1999-02-01 27.418358559719400
1999-03-01 27.566616784423200
1999-04-01 27.686432856635400
1999-05-01 27.769657904673400
1999-06-01 27.923183067528700
1999-07-01 27.815939977630300
1999-08-01 27.961844929241300
1999-09-01 27.824448857706198
1999-10-01 27.928339628190500
1999-11-01 28.154979968814500
1999-12-01 28.332438002880000
2000-01-01 28.402264866526800
2000-02-01 28.625199845615803
2000-03-01 28.716849985632898
2000-04-01 28.699080585296898
2000-05-01 29.094125358747803
2000-06-01 28.750794100136800
2000-07-01 29.330296784543200
2000-08-01 29.356451822402700
2000-09-01 29.618331906169896
2000-10-01 29.836368964087100
2000-11-01 29.872730580215002
2000-12-01 30.018737946880197
2001-01-01 30.148987626513200
2001-02-01 30.251808487844500
2001-03-01 30.385575163311600
2001-04-01 29.909062799946998
2001-05-01 30.201484462176300
2001-06-01 30.509042497453297
2001-07-01 30.432796703160000
2001-08-01 30.534281272178003
2001-09-01 30.276911040577804
2001-10-01 30.624857620649400
2001-11-01 30.691712218305000
2001-12-01 30.729964826609997
2002-01-01 30.809228177289400
2002-02-01 30.695616851998402
2002-03-01 30.883659262116698
2002-04-01 30.911717129103398
2002-05-01 30.599652863933603
2002-06-01 30.676141089555802
2002-07-01 30.824486514180396
2002-08-01 30.889456089328700
2002-09-01 31.015088638935300
2002-10-01 31.214832351151100
2002-11-01 31.102786228337003
2002-12-01 31.252958174563197
2003-01-01 31.397015802068700
2003-02-01 31.330078490163103
2003-03-01 31.510845450822500
2003-04-01 31.905877420336900
2003-05-01 32.197851808034900
2003-06-01 32.348704803521600
2003-07-01 32.424735204950400
2003-08-01 32.437928418649605
2003-09-01 32.141430244937894
2003-10-01 32.393132628103100
2003-11-01 32.587610439692696
2003-12-01 32.745383776281700
2004-01-01 33.124213749244000
2004-02-01 33.277303953194696
2004-03-01 33.757144032648505
2004-04-01 33.204726181273610
2004-05-01 33.303897221893200
2004-06-01 33.191183871682895
2004-07-01 33.433283590975800
2004-08-01 33.595780323512805
2004-09-01 33.767247866228900
2004-10-01 33.765362440296900
2004-11-01 33.843999282794800
2004-12-01 33.828289566697900
2005-01-01 33.772912018088500
2005-02-01 33.912326922319900
2005-03-01 33.987949234411600
2005-04-01 34.113128861746205
2005-05-01 34.338342218101104
2005-06-01 34.218578633027200
2005-07-01 34.358763497364100
2005-08-01 34.489119159783000
2005-09-01 34.490497254317600
2005-10-01 34.608252712983300
2005-11-01 34.994524017905200
2005-12-01 35.171922606603395
2006-01-01 35.635408507525000
2006-02-01 36.163281525403900
2006-03-01 36.416438445065000
2006-04-01 36.920896680500995
2006-05-01 37.302624781691996
2006-06-01 37.228249616685500
2006-07-01 38.307169024361800
2006-08-01 38.229835546845000
2006-09-01 38.022293785433504
2006-10-01 38.523615172640400
2006-11-01 37.815331401958300
2006-12-01 37.896221540749200
2007-01-01 37.186101901835100
2007-02-01 37.301958139362400
2007-03-01 37.334181556486300
2007-04-01 37.194056691232600
2007-05-01 37.256454179441290
2007-06-01 37.516356980974600
2007-07-01 36.433342070872800
2007-08-01 36.490554368520500
2007-09-01 36.917858637583400
2007-10-01 37.058825832265500
2007-11-01 37.192222268594100
2007-12-01 37.069509988170200
2008-01-01 37.098155998846800
2008-02-01 37.114034247478200
2008-03-01 37.261708076960296
2008-04-01 36.629356786763800
2008-05-01 36.668900357144000
2008-06-01 36.798983992335800
2008-07-01 36.572947455833700
2008-08-01 36.585528435412100
2008-09-01 36.646651449067505
2008-10-01 36.411045040511400
2008-11-01 36.276127898884100
2008-12-01 36.477236562927400
2009-01-01 36.175400235532800
2009-02-01 35.974391835325896
2009-03-01 35.877925640708206
2009-04-01 35.744209864267300
2009-05-01 35.764597099179200
2009-06-01 35.605018829994400
2009-07-01 35.722646414634400
2009-08-01 35.560349123392100
2009-09-01 35.576538807665600
2009-10-01 35.886462510888500
2009-11-01 35.975163508727896
2009-12-01 35.795725466539395
2010-01-01 35.642545200130000
2010-02-01 35.412505556815205
2010-03-01 35.697573407652605
2010-04-01 35.852256989546596
2010-05-01 36.147814661463400
2010-06-01 36.365490798190606
2010-07-01 36.392426705562800
2010-08-01 36.434262027295496
2010-09-01 36.298143193879400
2010-10-01 36.256178030527800
2010-11-01 36.235221936825205
2010-12-01 36.401701478112100
2011-01-01 37.030115081096700
2011-02-01 37.349385233759996
2011-03-01 37.326821017969800
2011-04-01 37.768975601184295
2011-05-01 37.846436119020900
2011-06-01 37.663048430374900
2011-07-01 37.375395500729205
2011-08-01 37.166589369208700
2011-09-01 37.083426069308000
2011-10-01 37.322477866467400
2011-11-01 37.382641076711000
2011-12-01 37.487297090751000
2012-01-01 37.635314149493105
2012-02-01 37.590564375461604
2012-03-01 37.550360309452800
2012-04-01 37.617038418180100
2012-05-01 37.543214504375210
2012-06-01 37.769559972069395
2012-07-01 37.942131590101000
2012-08-01 38.202690351945290
2012-09-01 38.537451773929000
2012-10-01 38.377669033794604
2012-11-01 38.292882249560800
2012-12-01 38.267810336159500
2013-01-01 38.371556880482295
2013-02-01 38.358263755318800
2013-03-01 38.470633773668794
2013-04-01 38.290553282308295
2013-05-01 37.768972499021500
2013-06-01 38.160874139443800
2013-07-01 38.287170327964700
2013-08-01 38.516725890467800
2013-09-01 38.564743615267300
2013-10-01 38.746223547018900
2013-11-01 38.922226640685295
2013-12-01 38.955476037154300
2014-01-01 38.511007624624500
2014-02-01 38.642354713976800
2014-03-01 38.677852107406900
2014-04-01 38.680437998556600
2014-05-01 38.801941196843500
2014-06-01 38.634782688055790
2014-07-01 38.700069351715400
2014-08-01 39.129871047804706
2014-09-01 38.817027547255100
2014-10-01 38.824303128127600
2014-11-01 38.867034376529496
2014-12-01 38.966575242132700
2015-01-01 38.841649603118604
2015-02-01 39.038020562014700
2015-03-01 38.970033931713900
2015-04-01 39.291896426391396
2015-05-01 39.626734687566795
2015-06-01 39.476499749793895
2015-07-01 39.599750454951796
2015-08-01 39.522009553578900
2015-09-01 39.786023388554100
2015-10-01 39.815206115165200
2015-11-01 40.037622541321200
2015-12-01 39.999414575300800
2016-01-01 39.939640218067396
2016-02-01 40.114105484613900
2016-03-01 40.246843077497700
2016-04-01 40.498170719185296
2016-05-01 40.849926949230400
2016-06-01 40.801520749502700
2016-07-01 40.804123078940900
2016-08-01 40.838505953834600
2016-09-01 41.084441238092800
2016-10-01 41.108639152170400
2016-11-01 40.916410139023206
2016-12-01 41.143025406543700
2017-01-01 41.316822088331705
2017-02-01 41.377308990022300
2017-03-01 41.406951577800896
2017-04-01 41.521500938712000
2017-05-01 41.359115080331996
2017-06-01 41.409969309509500
2017-07-01 41.515734052939100
2017-08-01 41.549595062532504
2017-09-01 41.403589933185295
2017-10-01 41.397942404958600
2017-11-01 41.310140686663296
2017-12-01 41.414408697071500
2018-01-01 41.479681899422104
2018-02-01 41.340720686248396
2018-03-01 41.341989480823800
2018-04-01 41.148328137667400
2018-05-01 41.262857506488400
2018-06-01 41.319111241734400
2018-07-01 41.423614630920504
2018-08-01 41.563083390171900
2018-09-01 41.346847850845606
2018-10-01 41.263877336263400
2018-11-01 41.392130897775500
2018-12-01 41.570963408204605
2019-01-01 41.972328666911295
2019-02-01 41.908991198066600
2019-03-01 42.185785772286000
2019-04-01 41.859552438613000
2019-05-01 41.549271847866800
2019-06-01 41.849727966332004
2019-07-01 41.743690274979900
2019-08-01 41.780730879071896
2019-09-01 42.077098934751604
2019-10-01 42.110904301441295
2019-11-01 42.368620419376400
2019-12-01 42.310692815954596
2020-01-01 42.197477198137996
2020-02-01 42.280547617554700
2020-03-01 42.027181256654100
2020-04-01 34.588593357100700
2020-05-01 35.174074831637604
2020-06-01 36.884255313935796
2020-07-01 38.411073299756495
2020-08-01 39.293735670444400
2020-09-01 39.118534797989994
2020-10-01 39.517973703822200
2020-11-01 39.714922018278500
2020-12-01 39.637537366131300
2021-01-01 40.144068951037100
2021-02-01 40.374271768941500
2021-03-01 40.782307829117200
2021-04-01 41.111864477559600
2021-05-01 41.384960515006300
2021-06-01 41.864118033486100
2021-07-01 42.188499338494104
2021-08-01 42.270634642277000
2021-09-01 42.301455018255500
2021-10-01 42.769468971287800
2021-11-01 42.801046393997005
2021-12-01 42.809475941186290
2022-01-01 42.412574710398600
2022-02-01 43.051343514999500
2022-03-01 43.129221193060395
2022-04-01 43.239160407508200
2022-05-01 43.167750916448200
2022-06-01 42.870012602879210
2022-07-01 43.212420734026100
2022-08-01 43.313656117868604
2022-09-01 43.510257988028900
2022-10-01 43.484888193765790
2022-11-01 43.545596837060394
2022-12-01 43.672785470120790
2023-01-01 43.763087970739000
2023-02-01 44.041501982537795
2023-03-01 44.082166561104000
2023-04-01 44.079751652351206
2023-05-01 44.147471322768000
2023-06-01 44.084478896243600
2023-07-01 43.926656432557400
2023-08-01 44.028107903073400
2023-09-01 44.414702008200100
2023-10-01 44.524424010538795
2023-11-01 44.692449171356200
2023-12-01 44.930981127304705
2024-01-01 44.787077790792000
2024-02-01 44.531730938821600
2024-03-01 44.938351254498700
2024-04-01 44.936670939944600
2024-05-01 44.933819028495705
2024-06-01 45.091954328068200
2024-07-01 45.460439258781300
2024-08-01 45.352801376546495
2024-09-01 44.520750341980400
2024-10-01 44.472916801744400
2024-11-01 44.432713951575500
2024-12-01 44.599733978106606

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