Table Data - All Employees: Professional and Business Services: Computer Systems Design and Related Services in Virginia
| Title | All Employees: Professional and Business Services: Computer Systems Design and Related Services in Virginia |
|---|---|
| Series ID | SMU51000006054150001SA |
| 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 5:02 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 | 44.366597519569396 |
| 1990-02-01 | 44.527991066698796 |
| 1990-03-01 | 44.673097955090000 |
| 1990-04-01 | 44.845980571102400 |
| 1990-05-01 | 44.978774582801800 |
| 1990-06-01 | 45.074297137575800 |
| 1990-07-01 | 45.687451088988894 |
| 1990-08-01 | 45.925490577582295 |
| 1990-09-01 | 45.919945373140200 |
| 1990-10-01 | 44.714531912435596 |
| 1990-11-01 | 44.703590697741205 |
| 1990-12-01 | 44.609174506882106 |
| 1991-01-01 | 43.157841238895100 |
| 1991-02-01 | 43.418742491249105 |
| 1991-03-01 | 43.582655060183200 |
| 1991-04-01 | 43.618984513979400 |
| 1991-05-01 | 43.652222024696100 |
| 1991-06-01 | 43.756286391521500 |
| 1991-07-01 | 43.597846199843290 |
| 1991-08-01 | 43.746734001764600 |
| 1991-09-01 | 44.043973456783505 |
| 1991-10-01 | 44.228820543051210 |
| 1991-11-01 | 44.327339805538100 |
| 1991-12-01 | 44.513775913646796 |
| 1992-01-01 | 44.640981261967500 |
| 1992-02-01 | 44.823971628645900 |
| 1992-03-01 | 44.808753491328710 |
| 1992-04-01 | 44.776869780715400 |
| 1992-05-01 | 44.887014764159100 |
| 1992-06-01 | 45.195041776257200 |
| 1992-07-01 | 45.610417699119000 |
| 1992-08-01 | 45.980399966432294 |
| 1992-09-01 | 46.396464345858710 |
| 1992-10-01 | 46.756531558262395 |
| 1992-11-01 | 47.254818902056996 |
| 1992-12-01 | 47.611688603061500 |
| 1993-01-01 | 48.832323187791600 |
| 1993-02-01 | 49.046024325380600 |
| 1993-03-01 | 49.151973216008700 |
| 1993-04-01 | 49.131268649864396 |
| 1993-05-01 | 49.429239778018996 |
| 1993-06-01 | 49.608626364816890 |
| 1993-07-01 | 48.607774791752604 |
| 1993-08-01 | 48.986499273526400 |
| 1993-09-01 | 49.538081281711800 |
| 1993-10-01 | 50.398334982449290 |
| 1993-11-01 | 50.650506078241904 |
| 1993-12-01 | 51.616227848133300 |
| 1994-01-01 | 48.062071758396996 |
| 1994-02-01 | 48.395035567506106 |
| 1994-03-01 | 48.589633734871796 |
| 1994-04-01 | 49.214112418161790 |
| 1994-05-01 | 49.273640422271300 |
| 1994-06-01 | 49.595767142658900 |
| 1994-07-01 | 50.198900247996704 |
| 1994-08-01 | 50.700134764150500 |
| 1994-09-01 | 51.266803058915300 |
| 1994-10-01 | 51.422557203807500 |
| 1994-11-01 | 51.723977402239896 |
| 1994-12-01 | 51.985514247212490 |
| 1995-01-01 | 54.715235143342504 |
| 1995-02-01 | 54.943820842145100 |
| 1995-03-01 | 55.544276980585300 |
| 1995-04-01 | 56.921050580048000 |
| 1995-05-01 | 57.281172631948610 |
| 1995-06-01 | 57.709734131431400 |
| 1995-07-01 | 58.108917323104000 |
| 1995-08-01 | 58.176099588981100 |
| 1995-09-01 | 58.063539275502390 |
| 1995-10-01 | 58.216716236967900 |
| 1995-11-01 | 58.626736267560000 |
| 1995-12-01 | 58.943848469855496 |
| 1996-01-01 | 58.994392361980296 |
| 1996-02-01 | 59.777604925238000 |
| 1996-03-01 | 60.382868399835200 |
| 1996-04-01 | 60.875682930491900 |
| 1996-05-01 | 61.342929910798794 |
| 1996-06-01 | 62.046267751962300 |
| 1996-07-01 | 60.757033733837700 |
| 1996-08-01 | 61.460389567885200 |
| 1996-09-01 | 61.940998701851900 |
| 1996-10-01 | 64.077804604797700 |
| 1996-11-01 | 64.710452861877100 |
| 1996-12-01 | 64.453716194628300 |
| 1997-01-01 | 65.555611807223900 |
| 1997-02-01 | 66.164188569037390 |
| 1997-03-01 | 67.213551553343410 |
| 1997-04-01 | 66.946629110195900 |
| 1997-05-01 | 68.169450640130310 |
| 1997-06-01 | 68.730476132904200 |
| 1997-07-01 | 71.271606377687900 |
| 1997-08-01 | 71.345346558767600 |
| 1997-09-01 | 72.326586403725800 |
| 1997-10-01 | 72.597745971197400 |
| 1997-11-01 | 73.064776460477290 |
| 1997-12-01 | 73.730649579270200 |
| 1998-01-01 | 76.403673293288490 |
| 1998-02-01 | 77.207394986713410 |
| 1998-03-01 | 77.700937302885200 |
| 1998-04-01 | 79.040751167556300 |
| 1998-05-01 | 80.224379407552200 |
| 1998-06-01 | 81.286925586698290 |
| 1998-07-01 | 82.179793619414080 |
| 1998-08-01 | 83.647406664978200 |
| 1998-09-01 | 84.513507896782500 |
| 1998-10-01 | 86.116104950886000 |
| 1998-11-01 | 87.342435680316800 |
| 1998-12-01 | 87.967099590867800 |
| 1999-01-01 | 91.332020670126100 |
| 1999-02-01 | 92.252119323784300 |
| 1999-03-01 | 92.690950955791500 |
| 1999-04-01 | 92.313459011967510 |
| 1999-05-01 | 93.153819012672000 |
| 1999-06-01 | 93.793000995316500 |
| 1999-07-01 | 94.086340143337600 |
| 1999-08-01 | 94.527231539191800 |
| 1999-09-01 | 95.123897050831800 |
| 1999-10-01 | 95.032908261479700 |
| 1999-11-01 | 95.326469849418800 |
| 1999-12-01 | 96.018624175725800 |
| 2000-01-01 | 98.554196895739800 |
| 2000-02-01 | 99.125906605509410 |
| 2000-03-01 | 99.882614602366900 |
| 2000-04-01 | 101.076951305168000 |
| 2000-05-01 | 100.640059852363000 |
| 2000-06-01 | 103.103921292162000 |
| 2000-07-01 | 103.527315610375000 |
| 2000-08-01 | 104.498873984853990 |
| 2000-09-01 | 105.437813496563000 |
| 2000-10-01 | 106.471390608899000 |
| 2000-11-01 | 106.957399203151000 |
| 2000-12-01 | 107.303268834622000 |
| 2001-01-01 | 104.381355686861000 |
| 2001-02-01 | 104.343817039356000 |
| 2001-03-01 | 103.999599018333000 |
| 2001-04-01 | 102.703296916519000 |
| 2001-05-01 | 102.361831988939000 |
| 2001-06-01 | 101.794261089073000 |
| 2001-07-01 | 101.821781996930010 |
| 2001-08-01 | 101.164749838752000 |
| 2001-09-01 | 100.386667520430000 |
| 2001-10-01 | 99.395647798153090 |
| 2001-11-01 | 99.112574418116100 |
| 2001-12-01 | 98.651406013609700 |
| 2002-01-01 | 97.913490008861600 |
| 2002-02-01 | 97.758790821441500 |
| 2002-03-01 | 97.924808422274500 |
| 2002-04-01 | 97.619904576896500 |
| 2002-05-01 | 97.769212517202200 |
| 2002-06-01 | 97.376675350258010 |
| 2002-07-01 | 97.225575505052800 |
| 2002-08-01 | 97.248645647310410 |
| 2002-09-01 | 97.436167138678500 |
| 2002-10-01 | 96.632839320875200 |
| 2002-11-01 | 97.007228153140790 |
| 2002-12-01 | 97.041482402706300 |
| 2003-01-01 | 97.035087282332800 |
| 2003-02-01 | 96.769040677696400 |
| 2003-03-01 | 96.779739177609900 |
| 2003-04-01 | 97.133346983083600 |
| 2003-05-01 | 97.434600197917900 |
| 2003-06-01 | 97.845125536997510 |
| 2003-07-01 | 97.604237869605600 |
| 2003-08-01 | 98.219120230748600 |
| 2003-09-01 | 98.803652760010700 |
| 2003-10-01 | 99.680957339649910 |
| 2003-11-01 | 100.222041173497000 |
| 2003-12-01 | 100.885917204190010 |
| 2004-01-01 | 101.409871182915990 |
| 2004-02-01 | 101.642919523671000 |
| 2004-03-01 | 102.964279864729010 |
| 2004-04-01 | 103.845321449627990 |
| 2004-05-01 | 104.020528528715000 |
| 2004-06-01 | 104.284727228855000 |
| 2004-07-01 | 104.778687581916000 |
| 2004-08-01 | 105.071624410158010 |
| 2004-09-01 | 105.284517695317990 |
| 2004-10-01 | 105.633199299118000 |
| 2004-11-01 | 105.755247537595990 |
| 2004-12-01 | 105.852907388896010 |
| 2005-01-01 | 106.243859551495990 |
| 2005-02-01 | 107.016974402231000 |
| 2005-03-01 | 107.474741172969000 |
| 2005-04-01 | 108.053674641918000 |
| 2005-05-01 | 108.593747832064000 |
| 2005-06-01 | 109.626196833986000 |
| 2005-07-01 | 110.762868600702990 |
| 2005-08-01 | 111.396733597412000 |
| 2005-09-01 | 112.671827263155990 |
| 2005-10-01 | 113.705441897973000 |
| 2005-11-01 | 114.574262336098000 |
| 2005-12-01 | 115.641622535909010 |
| 2006-01-01 | 116.155151816835000 |
| 2006-02-01 | 116.681942365405000 |
| 2006-03-01 | 117.288214083223990 |
| 2006-04-01 | 117.453073104830000 |
| 2006-05-01 | 118.284502079815010 |
| 2006-06-01 | 118.672029558318000 |
| 2006-07-01 | 119.347903846681000 |
| 2006-08-01 | 119.812612323304990 |
| 2006-09-01 | 120.373246393612000 |
| 2006-10-01 | 120.388594131121010 |
| 2006-11-01 | 121.083649184505000 |
| 2006-12-01 | 121.515750426690000 |
| 2007-01-01 | 122.960784715287990 |
| 2007-02-01 | 123.879183765912000 |
| 2007-03-01 | 124.090951311092000 |
| 2007-04-01 | 125.349842911236000 |
| 2007-05-01 | 125.838661945788000 |
| 2007-06-01 | 126.522267619446000 |
| 2007-07-01 | 126.746790570271000 |
| 2007-08-01 | 127.539739280747000 |
| 2007-09-01 | 127.671894128335990 |
| 2007-10-01 | 128.582707431368020 |
| 2007-11-01 | 128.983478803582980 |
| 2007-12-01 | 129.411414048048000 |
| 2008-01-01 | 130.063728877227000 |
| 2008-02-01 | 130.464430103241000 |
| 2008-03-01 | 131.000863200532000 |
| 2008-04-01 | 131.715013209836000 |
| 2008-05-01 | 132.593719153458000 |
| 2008-06-01 | 133.051725645392000 |
| 2008-07-01 | 134.569688681378000 |
| 2008-08-01 | 134.995866894316000 |
| 2008-09-01 | 135.584975718698020 |
| 2008-10-01 | 135.840487440425000 |
| 2008-11-01 | 136.481010652312000 |
| 2008-12-01 | 136.926863565939020 |
| 2009-01-01 | 136.584127963442000 |
| 2009-02-01 | 136.739824185279990 |
| 2009-03-01 | 136.988512260245980 |
| 2009-04-01 | 137.169765860269000 |
| 2009-05-01 | 137.245377606818000 |
| 2009-06-01 | 137.390106589680020 |
| 2009-07-01 | 137.593006748796000 |
| 2009-08-01 | 137.769181020539000 |
| 2009-09-01 | 137.986813059377000 |
| 2009-10-01 | 138.300590819845000 |
| 2009-11-01 | 138.566958257202000 |
| 2009-12-01 | 139.263652377752000 |
| 2010-01-01 | 137.847129210967000 |
| 2010-02-01 | 137.967225827816000 |
| 2010-03-01 | 138.543407811687000 |
| 2010-04-01 | 138.909795852206000 |
| 2010-05-01 | 139.328480211180000 |
| 2010-06-01 | 139.545413656076000 |
| 2010-07-01 | 139.726016367252020 |
| 2010-08-01 | 139.862276845946000 |
| 2010-09-01 | 140.365670844685980 |
| 2010-10-01 | 141.248777622866020 |
| 2010-11-01 | 141.840018208876980 |
| 2010-12-01 | 142.404119343098000 |
| 2011-01-01 | 143.913261439505000 |
| 2011-02-01 | 143.891037422237000 |
| 2011-03-01 | 144.294520133348020 |
| 2011-04-01 | 145.566843491326000 |
| 2011-05-01 | 145.918125892022000 |
| 2011-06-01 | 146.202351400942000 |
| 2011-07-01 | 147.577862010478010 |
| 2011-08-01 | 148.127743013193000 |
| 2011-09-01 | 148.841265322228000 |
| 2011-10-01 | 148.499867476225000 |
| 2011-11-01 | 149.291855070977000 |
| 2011-12-01 | 149.538384470316000 |
| 2012-01-01 | 148.282752893145020 |
| 2012-02-01 | 148.610557590770000 |
| 2012-03-01 | 148.972184698482000 |
| 2012-04-01 | 149.025476371878000 |
| 2012-05-01 | 149.242600788040020 |
| 2012-06-01 | 149.460941176844020 |
| 2012-07-01 | 149.441734396299980 |
| 2012-08-01 | 149.456724064094000 |
| 2012-09-01 | 148.796358352376980 |
| 2012-10-01 | 149.243240886776020 |
| 2012-11-01 | 149.107840253289000 |
| 2012-12-01 | 149.249510888041980 |
| 2013-01-01 | 149.180669814089000 |
| 2013-02-01 | 149.491206505134000 |
| 2013-03-01 | 149.561972319739000 |
| 2013-04-01 | 148.911380808757000 |
| 2013-05-01 | 148.365980797764000 |
| 2013-06-01 | 147.687108977058000 |
| 2013-07-01 | 147.496981392427020 |
| 2013-08-01 | 147.239741425756000 |
| 2013-09-01 | 147.353146862324000 |
| 2013-10-01 | 145.292685724678000 |
| 2013-11-01 | 145.319183888848980 |
| 2013-12-01 | 144.841141389359000 |
| 2014-01-01 | 145.026158165761000 |
| 2014-02-01 | 144.912205835443000 |
| 2014-03-01 | 144.755869220848000 |
| 2014-04-01 | 145.091662266788000 |
| 2014-05-01 | 145.391848229642000 |
| 2014-06-01 | 145.589378338174000 |
| 2014-07-01 | 145.601280251794000 |
| 2014-08-01 | 146.006449410640000 |
| 2014-09-01 | 145.802606407401020 |
| 2014-10-01 | 146.378137612890000 |
| 2014-11-01 | 146.629193233826020 |
| 2014-12-01 | 147.559919251879000 |
| 2015-01-01 | 149.798662088612000 |
| 2015-02-01 | 149.862712973976980 |
| 2015-03-01 | 150.058005538163000 |
| 2015-04-01 | 152.465578536705000 |
| 2015-05-01 | 152.782539466772000 |
| 2015-06-01 | 152.724520844801020 |
| 2015-07-01 | 154.553777691256020 |
| 2015-08-01 | 154.382892355747000 |
| 2015-09-01 | 155.780292814004000 |
| 2015-10-01 | 156.894050604553000 |
| 2015-11-01 | 156.988101388400000 |
| 2015-12-01 | 157.511367321012000 |
| 2016-01-01 | 157.376678090513000 |
| 2016-02-01 | 157.696203797854000 |
| 2016-03-01 | 158.454979567761000 |
| 2016-04-01 | 158.510803158509020 |
| 2016-05-01 | 159.056479765898980 |
| 2016-06-01 | 159.244639452535980 |
| 2016-07-01 | 159.335424562779000 |
| 2016-08-01 | 159.883787065331000 |
| 2016-09-01 | 160.757836367992980 |
| 2016-10-01 | 160.574371571821980 |
| 2016-11-01 | 160.484266905770000 |
| 2016-12-01 | 160.722376639503000 |
| 2017-01-01 | 160.827901157629000 |
| 2017-02-01 | 161.200036673519000 |
| 2017-03-01 | 161.515881710356000 |
| 2017-04-01 | 161.756052572384000 |
| 2017-05-01 | 161.889404211802000 |
| 2017-06-01 | 162.247460179674000 |
| 2017-07-01 | 162.614388680760980 |
| 2017-08-01 | 163.016828688452000 |
| 2017-09-01 | 162.926360304925000 |
| 2017-10-01 | 163.275285004696000 |
| 2017-11-01 | 164.054213195807000 |
| 2017-12-01 | 164.380685247923000 |
| 2018-01-01 | 165.019718815231980 |
| 2018-02-01 | 165.870403330133000 |
| 2018-03-01 | 165.853603439737000 |
| 2018-04-01 | 166.762017692992000 |
| 2018-05-01 | 167.014736301420980 |
| 2018-06-01 | 167.370474946370000 |
| 2018-07-01 | 167.405985415407000 |
| 2018-08-01 | 167.278168751523000 |
| 2018-09-01 | 166.379143035088000 |
| 2018-10-01 | 167.701662344746000 |
| 2018-11-01 | 167.746313626697000 |
| 2018-12-01 | 167.772346071886000 |
| 2019-01-01 | 167.249260608454000 |
| 2019-02-01 | 167.406633436319000 |
| 2019-03-01 | 167.621727638670000 |
| 2019-04-01 | 167.754180691748020 |
| 2019-05-01 | 167.918523621817000 |
| 2019-06-01 | 167.995447726432000 |
| 2019-07-01 | 168.453743524429000 |
| 2019-08-01 | 168.333271364325010 |
| 2019-09-01 | 167.923805160656000 |
| 2019-10-01 | 170.204136104312000 |
| 2019-11-01 | 170.465436337013000 |
| 2019-12-01 | 170.543837853908000 |
| 2020-01-01 | 171.057937862081000 |
| 2020-02-01 | 170.848107012509980 |
| 2020-03-01 | 170.703630067473000 |
| 2020-04-01 | 170.133570198372000 |
| 2020-05-01 | 171.134236988977000 |
| 2020-06-01 | 170.255885956919000 |
| 2020-07-01 | 170.420761217621000 |
| 2020-08-01 | 170.659194377993000 |
| 2020-09-01 | 171.275813160013000 |
| 2020-10-01 | 171.369423030570000 |
| 2020-11-01 | 170.807104830492000 |
| 2020-12-01 | 171.542357214905000 |
| 2021-01-01 | 172.090973616634000 |
| 2021-02-01 | 171.902948867631000 |
| 2021-03-01 | 172.777143168506000 |
| 2021-04-01 | 172.176464029908970 |
| 2021-05-01 | 171.735148848658000 |
| 2021-06-01 | 171.718693498673000 |
| 2021-07-01 | 171.352849485928000 |
| 2021-08-01 | 171.161834023975000 |
| 2021-09-01 | 171.591159635111000 |
| 2021-10-01 | 173.552535614395000 |
| 2021-11-01 | 173.887464525572000 |
| 2021-12-01 | 173.275461223465020 |
| 2022-01-01 | 174.369044798586000 |
| 2022-02-01 | 174.907435722030980 |
| 2022-03-01 | 174.913632344984020 |
| 2022-04-01 | 176.350252103911030 |
| 2022-05-01 | 176.656652865105030 |
| 2022-06-01 | 177.185480615748000 |
| 2022-07-01 | 177.501011199109000 |
| 2022-08-01 | 177.857486026257020 |
| 2022-09-01 | 177.399174246722000 |
| 2022-10-01 | 177.301327726030000 |
| 2022-11-01 | 177.673387434035000 |
| 2022-12-01 | 176.935838706710000 |
| 2023-01-01 | 177.189931750734000 |
| 2023-02-01 | 177.218944990443000 |
| 2023-03-01 | 176.743326984833000 |
| 2023-04-01 | 176.661882471746000 |
| 2023-05-01 | 176.085644689771980 |
| 2023-06-01 | 175.546107977624020 |
| 2023-07-01 | 175.676813966036970 |
| 2023-08-01 | 175.264844543626000 |
| 2023-09-01 | 174.794014667976000 |
| 2023-10-01 | 173.335241399016000 |
| 2023-11-01 | 174.824404343255000 |
| 2023-12-01 | 175.458668018425000 |
| 2024-01-01 | 173.432057687755020 |
| 2024-02-01 | 174.647899388177000 |
| 2024-03-01 | 175.940013269137000 |
| 2024-04-01 | 174.880208230909000 |
| 2024-05-01 | 175.444455381801000 |
| 2024-06-01 | 175.432086299702970 |
| 2024-07-01 | 175.141275778997000 |
| 2024-08-01 | 173.399607949464980 |
| 2024-09-01 | 175.502045135644000 |
| 2024-10-01 | 175.380863173292000 |
| 2024-11-01 | 174.435978892617000 |
