Federal Reserve Economic Data

Table Data - All Employees: Education and Health Services: Health Care and Social Assistance in Richmond, VA (MSA)

Title All Employees: Education and Health Services: Health Care and Social Assistance in Richmond, VA (MSA)
Series ID SMU51400606562000001SA
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 6:43 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 34.337538195289600
1990-02-01 34.546041967980300
1990-03-01 34.619690215353400
1990-04-01 34.582968287981200
1990-05-01 34.810923059011700
1990-06-01 35.261148134325790
1990-07-01 35.014995405966300
1990-08-01 35.389851620487000
1990-09-01 35.622464360598800
1990-10-01 35.785397919996000
1990-11-01 36.165991386099800
1990-12-01 36.028821435776800
1991-01-01 36.059600324448900
1991-02-01 36.059739712511295
1991-03-01 36.430943342197200
1991-04-01 36.182616393228600
1991-05-01 36.310992645985400
1991-06-01 36.257486936670900
1991-07-01 36.403063462592400
1991-08-01 36.582734311195200
1991-09-01 36.708379242351500
1991-10-01 36.999183561928000
1991-11-01 37.176045946739706
1991-12-01 37.434507723994500
1992-01-01 37.578124273372900
1992-02-01 37.663295394856604
1992-03-01 37.830671149294300
1992-04-01 38.272264048485900
1992-05-01 38.401398410077600
1992-06-01 38.645040971792400
1992-07-01 38.699077711135900
1992-08-01 38.769414711659100
1992-09-01 38.589262469874000
1992-10-01 39.021088209775600
1992-11-01 39.193133469464900
1992-12-01 39.251060573500500
1993-01-01 39.304713421768300
1993-02-01 39.351924192978004
1993-03-01 39.316971750400796
1993-04-01 39.448616175504000
1993-05-01 39.390075100302894
1993-06-01 39.421623966064790
1993-07-01 39.621581259194500
1993-08-01 39.764192200180900
1993-09-01 39.678787168995400
1993-10-01 39.561201837593100
1993-11-01 39.424817512770296
1993-12-01 39.186771098620100
1994-01-01 39.506249904814500
1994-02-01 39.500400225917700
1994-03-01 39.577847610440200
1994-04-01 39.630713911894700
1994-05-01 39.784737473112000
1994-06-01 39.907342793351205
1994-07-01 40.163185831719800
1994-08-01 40.046249574163205
1994-09-01 40.268384057629300
1994-10-01 40.199533329666790
1994-11-01 40.366175796517600
1994-12-01 40.405201793794500
1995-01-01 40.410226448383206
1995-02-01 40.561918983624900
1995-03-01 40.543090933996794
1995-04-01 40.413722523953396
1995-05-01 40.484483312125796
1995-06-01 40.685184015299400
1995-07-01 40.208152177056900
1995-08-01 40.238069729463504
1995-09-01 41.163850738965394
1995-10-01 41.834845311343610
1995-11-01 41.802417009382296
1995-12-01 41.811044124495300
1996-01-01 41.697402437478104
1996-02-01 41.932370287522204
1996-03-01 42.115514713851795
1996-04-01 42.311114264760400
1996-05-01 42.284739897654000
1996-06-01 42.381790783574296
1996-07-01 42.135273729411800
1996-08-01 42.310476394056100
1996-09-01 42.276981260246004
1996-10-01 42.353280926624606
1996-11-01 42.524211142174900
1996-12-01 42.515028390787600
1997-01-01 43.571958630447290
1997-02-01 43.433399114508700
1997-03-01 43.512503217460500
1997-04-01 43.294932578766300
1997-05-01 43.390716844294900
1997-06-01 43.584981577218294
1997-07-01 43.843045738865210
1997-08-01 44.078518591279300
1997-09-01 44.110219653941606
1997-10-01 43.470824721845800
1997-11-01 43.629411957122900
1997-12-01 43.630027891638100
1998-01-01 43.298084878250100
1998-02-01 43.114772674847710
1998-03-01 43.013021646856600
1998-04-01 43.296964488901300
1998-05-01 43.511092675278796
1998-06-01 43.222230804714800
1998-07-01 43.020312488913795
1998-08-01 43.042290349934000
1998-09-01 43.258867976157106
1998-10-01 41.167466743211300
1998-11-01 41.228618417228700
1998-12-01 41.286604228691600
1999-01-01 43.424078691271106
1999-02-01 43.510023062431200
1999-03-01 43.638189305372800
1999-04-01 43.688220901212304
1999-05-01 43.922528030428800
1999-06-01 43.948907906581300
1999-07-01 44.286280811772800
1999-08-01 44.206562751863004
1999-09-01 44.101146471790400
1999-10-01 44.163099111863296
1999-11-01 44.317440098644000
1999-12-01 44.338365969405790
2000-01-01 44.367888338798000
2000-02-01 44.295052985114495
2000-03-01 44.460529928941500
2000-04-01 43.196092542038400
2000-05-01 43.221537761127900
2000-06-01 43.279408685543096
2000-07-01 43.351667293165900
2000-08-01 43.489368875489795
2000-09-01 43.634927630534804
2000-10-01 43.852168624332705
2000-11-01 44.202327743957900
2000-12-01 44.202126721113800
2001-01-01 44.940667652906200
2001-02-01 45.086689275995100
2001-03-01 45.178710438844900
2001-04-01 44.901318738309200
2001-05-01 45.298816135114095
2001-06-01 45.574024018868100
2001-07-01 46.229103396495000
2001-08-01 46.163843691790300
2001-09-01 46.257860703562200
2001-10-01 46.650289151302005
2001-11-01 46.579856780709110
2001-12-01 46.746294806668610
2002-01-01 47.354405472285500
2002-02-01 47.578357131239700
2002-03-01 47.693209657314500
2002-04-01 48.126761719334404
2002-05-01 48.266369762566100
2002-06-01 48.455089870118705
2002-07-01 48.616307850598204
2002-08-01 48.955211741717210
2002-09-01 49.154797400980904
2002-10-01 49.447367192906505
2002-11-01 49.561493061548300
2002-12-01 49.462379605598790
2003-01-01 49.589777236160600
2003-02-01 49.383606377178790
2003-03-01 49.820356144281900
2003-04-01 50.043196005424800
2003-05-01 50.220521230686100
2003-06-01 50.417919371566400
2003-07-01 50.717991614909295
2003-08-01 52.272615007514894
2003-09-01 52.453305351997300
2003-10-01 52.235837843385200
2003-11-01 52.423043390014400
2003-12-01 52.747318463245900
2004-01-01 52.941859957751290
2004-02-01 53.211854775501390
2004-03-01 53.568712623131000
2004-04-01 53.568928267666294
2004-05-01 54.075772899446704
2004-06-01 54.276102892115100
2004-07-01 54.396566006878610
2004-08-01 54.616824911743200
2004-09-01 54.554792555781205
2004-10-01 55.028202803825800
2004-11-01 55.386020578863100
2004-12-01 55.597163067251200
2005-01-01 55.668160151566500
2005-02-01 56.140428071695900
2005-03-01 56.317295822297105
2005-04-01 56.495079767979895
2005-05-01 56.849444911124100
2005-06-01 56.747602802821596
2005-07-01 56.787672844198106
2005-08-01 57.065176608226500
2005-09-01 57.686032226909596
2005-10-01 57.904651745045996
2005-11-01 58.138599154414500
2005-12-01 58.219235762467100
2006-01-01 58.372978414382494
2006-02-01 58.452304361860290
2006-03-01 58.975397490042300
2006-04-01 58.725861746934100
2006-05-01 58.648628667623100
2006-06-01 58.745552686399200
2006-07-01 58.784452761150000
2006-08-01 58.618401617269110
2006-09-01 58.415352201638100
2006-10-01 58.368895167647100
2006-11-01 58.399287382240200
2006-12-01 58.249372034243706
2007-01-01 59.236902579540010
2007-02-01 59.052331681194000
2007-03-01 59.516268090041900
2007-04-01 60.356034668796600
2007-05-01 61.258472417619494
2007-06-01 62.276111447267700
2007-07-01 63.270194415980400
2007-08-01 64.033602044555400
2007-09-01 64.962378310598400
2007-10-01 65.805210047488900
2007-11-01 66.616884151249200
2007-12-01 67.945563613829300
2008-01-01 68.450814339452300
2008-02-01 69.009772969377210
2008-03-01 69.320989588426500
2008-04-01 70.114827839714690
2008-05-01 69.668895898625210
2008-06-01 69.926610061430900
2008-07-01 69.938287927143100
2008-08-01 70.317238413409700
2008-09-01 70.484465171952590
2008-10-01 70.844270593200700
2008-11-01 70.849025220996910
2008-12-01 71.078046980647600
2009-01-01 71.055542594863500
2009-02-01 71.132392779799090
2009-03-01 71.243690444250790
2009-04-01 71.450352140769210
2009-05-01 71.901256052288290
2009-06-01 72.100166742792910
2009-07-01 72.230607258409790
2009-08-01 72.266055992959000
2009-09-01 72.585607657289000
2009-10-01 72.683075911435000
2009-11-01 73.201679442882500
2009-12-01 73.240240322040500
2010-01-01 73.401097235802400
2010-02-01 73.065421878603420
2010-03-01 73.859732604405410
2010-04-01 73.580792623200210
2010-05-01 73.816301178311010
2010-06-01 73.466010930229600
2010-07-01 73.629023380763800
2010-08-01 73.408566320837600
2010-09-01 73.240438263340700
2010-10-01 73.444543511315700
2010-11-01 73.375059694858000
2010-12-01 73.349961395956600
2011-01-01 73.661024105423000
2011-02-01 73.913153587861910
2011-03-01 73.944754976600500
2011-04-01 74.076943689267800
2011-05-01 73.915360740180400
2011-06-01 74.006651265154590
2011-07-01 75.117672107453100
2011-08-01 74.937818996262700
2011-09-01 75.097390169848410
2011-10-01 75.412239477071410
2011-11-01 75.581579196875910
2011-12-01 75.894719232828500
2012-01-01 75.514642078365710
2012-02-01 75.653557756264490
2012-03-01 75.835624848288790
2012-04-01 76.158000534854200
2012-05-01 76.200692030429300
2012-06-01 77.028460719772700
2012-07-01 76.893601694392600
2012-08-01 77.279271142567410
2012-09-01 77.554605514591290
2012-10-01 77.410179009577090
2012-11-01 77.527310659159600
2012-12-01 77.764756374490500
2013-01-01 77.440134075710500
2013-02-01 77.974277256321600
2013-03-01 78.223379465258290
2013-04-01 78.206623370263000
2013-05-01 78.573286180980200
2013-06-01 78.410238945220800
2013-07-01 78.696034688233700
2013-08-01 78.859878073675000
2013-09-01 79.249052927059300
2013-10-01 79.417825385935710
2013-11-01 79.706067345313600
2013-12-01 79.659895105639900
2014-01-01 79.624753530041500
2014-02-01 79.633475332177600
2014-03-01 80.072314636815010
2014-04-01 80.465948910846210
2014-05-01 80.625429897438600
2014-06-01 80.689892734714010
2014-07-01 80.618957380363910
2014-08-01 80.677434598877100
2014-09-01 80.581738515724710
2014-10-01 80.756106161978790
2014-11-01 80.781168861015200
2014-12-01 80.933194771153000
2015-01-01 81.381310076107100
2015-02-01 81.458476850763600
2015-03-01 81.599658918455000
2015-04-01 81.625309016580500
2015-05-01 81.715868002812500
2015-06-01 81.841866061978100
2015-07-01 82.552171818672290
2015-08-01 82.615267037036900
2015-09-01 82.863284317285300
2015-10-01 82.684436513110580
2015-11-01 82.756249248572200
2015-12-01 82.891280153042100
2016-01-01 83.101580961168700
2016-02-01 83.026116715761920
2016-03-01 83.010789516475500
2016-04-01 83.431166536648900
2016-05-01 83.481127315681800
2016-06-01 83.395366684954300
2016-07-01 82.698382746984000
2016-08-01 83.353425790639100
2016-09-01 83.022116637490600
2016-10-01 84.208226678790300
2016-11-01 84.309491845267500
2016-12-01 84.161523731487290
2017-01-01 84.303306661676800
2017-02-01 84.722505346574600
2017-03-01 85.002841331191800
2017-04-01 84.768335731947100
2017-05-01 85.104809301503300
2017-06-01 84.745264286657700
2017-07-01 84.608585743617910
2017-08-01 84.870251141469400
2017-09-01 84.679763435108000
2017-10-01 84.700757699158700
2017-11-01 83.909635155402400
2017-12-01 85.087973481742800
2018-01-01 84.922641313730600
2018-02-01 85.052505886898200
2018-03-01 85.317872677389000
2018-04-01 85.355157934117600
2018-05-01 85.134071585947800
2018-06-01 85.743966852191100
2018-07-01 85.792269423632700
2018-08-01 85.865374282723900
2018-09-01 85.911437592444400
2018-10-01 85.970643499814490
2018-11-01 86.033937368891800
2018-12-01 85.997056965789700
2019-01-01 87.275333323813710
2019-02-01 87.946554539693700
2019-03-01 88.129219812594510
2019-04-01 87.816933919047510
2019-05-01 87.628941042416710
2019-06-01 88.087943546746500
2019-07-01 87.623541618173600
2019-08-01 87.841802925502700
2019-09-01 88.254436614097290
2019-10-01 88.036754169594290
2019-11-01 88.015150825060100
2019-12-01 88.660646484001690
2020-01-01 88.751569854326590
2020-02-01 88.521402514939280
2020-03-01 88.523466806671300
2020-04-01 78.112517028554790
2020-05-01 79.925614172190410
2020-06-01 80.980864746340700
2020-07-01 82.290562304162210
2020-08-01 82.874138384481000
2020-09-01 83.238501897584100
2020-10-01 84.147550251437900
2020-11-01 85.236629844436510
2020-12-01 85.050397531828700
2021-01-01 84.132301900581800
2021-02-01 84.093452689226000
2021-03-01 84.898960816552290
2021-04-01 84.423699336183400
2021-05-01 84.082514997280000
2021-06-01 84.071541744055410
2021-07-01 84.828191855827800
2021-08-01 84.029598849782590
2021-09-01 83.049712438507000
2021-10-01 84.273180737293910
2021-11-01 84.491873622506700
2021-12-01 83.934931895948600
2022-01-01 84.246023093969000
2022-02-01 84.550808122372500
2022-03-01 84.494467752237900
2022-04-01 85.501707110573210
2022-05-01 85.804824807753590
2022-06-01 85.538414188139600
2022-07-01 86.023919888050190
2022-08-01 86.411911705852920
2022-09-01 86.474045944660700
2022-10-01 86.611571819549600
2022-11-01 87.182318688274100
2022-12-01 86.985757827021700
2023-01-01 87.865311593700510
2023-02-01 88.502222346877500
2023-03-01 88.595463853313190
2023-04-01 88.962182280650500
2023-05-01 89.432612528914200
2023-06-01 89.378596705894580
2023-07-01 89.718188968707410
2023-08-01 89.898711719231800
2023-09-01 90.404829115153690
2023-10-01 90.467384931897200
2023-11-01 90.511702959709500
2023-12-01 91.235733917012000
2024-01-01 91.166325569169000
2024-02-01 91.535069687493590
2024-03-01 91.852458554211900
2024-04-01 91.839430378792400
2024-05-01 92.090041404371090
2024-06-01 92.783963908635780
2024-07-01 93.045084933360400
2024-08-01 93.178192123184910
2024-09-01 94.115564771471600
2024-10-01 97.406656929581590
2024-11-01 97.953286996288580
2024-12-01 99.033621417879600

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