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 2024-08-01 |
| Last Updated | 2024-09-21 5:04 AM CDT |
| 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 | 44.191801642111390 |
| 1990-02-01 | 44.468843329035300 |
| 1990-03-01 | 44.638857183629000 |
| 1990-04-01 | 44.816012681257500 |
| 1990-05-01 | 44.949895913168300 |
| 1990-06-01 | 45.035240264790495 |
| 1990-07-01 | 45.685318349523300 |
| 1990-08-01 | 45.971694658473900 |
| 1990-09-01 | 46.002249842741605 |
| 1990-10-01 | 44.829119619891394 |
| 1990-11-01 | 44.772854489861295 |
| 1990-12-01 | 44.697817116608110 |
| 1991-01-01 | 42.966972484164490 |
| 1991-02-01 | 43.345150477414100 |
| 1991-03-01 | 43.533892109774506 |
| 1991-04-01 | 43.575034771387200 |
| 1991-05-01 | 43.614941092918300 |
| 1991-06-01 | 43.705136587440800 |
| 1991-07-01 | 43.608125322634000 |
| 1991-08-01 | 43.822005516353100 |
| 1991-09-01 | 44.142541007378995 |
| 1991-10-01 | 44.364907505907794 |
| 1991-11-01 | 44.440959412629900 |
| 1991-12-01 | 44.614274096863400 |
| 1992-01-01 | 44.404374222780106 |
| 1992-02-01 | 44.708030053263290 |
| 1992-03-01 | 44.732304909076600 |
| 1992-04-01 | 44.680075340609505 |
| 1992-05-01 | 44.846610926769400 |
| 1992-06-01 | 45.139699720014600 |
| 1992-07-01 | 45.651977077737705 |
| 1992-08-01 | 46.109523816413095 |
| 1992-09-01 | 46.525272622498704 |
| 1992-10-01 | 46.921846002837600 |
| 1992-11-01 | 47.427014555634700 |
| 1992-12-01 | 47.719153194095110 |
| 1993-01-01 | 48.542600028872100 |
| 1993-02-01 | 48.870168239205796 |
| 1993-03-01 | 49.026408974154100 |
| 1993-04-01 | 48.960150675785400 |
| 1993-05-01 | 49.355239108595400 |
| 1993-06-01 | 49.578503458918600 |
| 1993-07-01 | 48.713397336892210 |
| 1993-08-01 | 49.178752851835100 |
| 1993-09-01 | 49.733385199236400 |
| 1993-10-01 | 50.587266657541505 |
| 1993-11-01 | 50.854992635649900 |
| 1993-12-01 | 51.742228807017405 |
| 1994-01-01 | 47.692395021221600 |
| 1994-02-01 | 48.143147854153400 |
| 1994-03-01 | 48.392194997343500 |
| 1994-04-01 | 48.998024757423000 |
| 1994-05-01 | 49.171185155975600 |
| 1994-06-01 | 49.616812087283500 |
| 1994-07-01 | 50.380965362804204 |
| 1994-08-01 | 50.929071026521900 |
| 1994-09-01 | 51.519957277454300 |
| 1994-10-01 | 51.631726583414100 |
| 1994-11-01 | 51.948246936227290 |
| 1994-12-01 | 52.159709238425290 |
| 1995-01-01 | 54.257365823507390 |
| 1995-02-01 | 54.605674260852496 |
| 1995-03-01 | 55.273436614161604 |
| 1995-04-01 | 56.690450984653500 |
| 1995-05-01 | 57.145982476570610 |
| 1995-06-01 | 57.797729848073500 |
| 1995-07-01 | 58.352472253994290 |
| 1995-08-01 | 58.405147645091700 |
| 1995-09-01 | 58.368007504824700 |
| 1995-10-01 | 58.448102991152300 |
| 1995-11-01 | 58.875160764905395 |
| 1995-12-01 | 59.216010071071395 |
| 1996-01-01 | 58.409642185945100 |
| 1996-02-01 | 59.340420211278804 |
| 1996-03-01 | 60.040499466411600 |
| 1996-04-01 | 60.688454499219500 |
| 1996-05-01 | 61.204335493883290 |
| 1996-06-01 | 62.187726815887790 |
| 1996-07-01 | 61.024858750162790 |
| 1996-08-01 | 61.659932421581495 |
| 1996-09-01 | 62.251066216057300 |
| 1996-10-01 | 64.335888835066600 |
| 1996-11-01 | 64.999229162746290 |
| 1996-12-01 | 64.848201260061900 |
| 1997-01-01 | 64.850804888316400 |
| 1997-02-01 | 65.643590399029700 |
| 1997-03-01 | 66.814117279662300 |
| 1997-04-01 | 66.837560815331300 |
| 1997-05-01 | 68.019861554825800 |
| 1997-06-01 | 68.907721498904400 |
| 1997-07-01 | 71.520943406789500 |
| 1997-08-01 | 71.516204167428100 |
| 1997-09-01 | 72.630120364451590 |
| 1997-10-01 | 72.870632451892920 |
| 1997-11-01 | 73.383414550196800 |
| 1997-12-01 | 74.237155818371800 |
| 1998-01-01 | 75.611283003255900 |
| 1998-02-01 | 76.627680628733700 |
| 1998-03-01 | 77.256309741894300 |
| 1998-04-01 | 79.054686629656800 |
| 1998-05-01 | 80.090345571733510 |
| 1998-06-01 | 81.465361322125090 |
| 1998-07-01 | 82.374737992732490 |
| 1998-08-01 | 83.779621749615500 |
| 1998-09-01 | 84.765194004815090 |
| 1998-10-01 | 86.397688352924500 |
| 1998-11-01 | 87.695564895314720 |
| 1998-12-01 | 88.531502979627200 |
| 1999-01-01 | 90.507873472737290 |
| 1999-02-01 | 91.675448037101800 |
| 1999-03-01 | 92.259858842369500 |
| 1999-04-01 | 92.400354880623300 |
| 1999-05-01 | 93.043852117392100 |
| 1999-06-01 | 93.950865920730990 |
| 1999-07-01 | 94.211913367831800 |
| 1999-08-01 | 94.636588383270210 |
| 1999-09-01 | 95.309691058025920 |
| 1999-10-01 | 95.320782102952300 |
| 1999-11-01 | 95.680272462194410 |
| 1999-12-01 | 96.549947752861400 |
| 2000-01-01 | 97.782311316341700 |
| 2000-02-01 | 98.606570042647300 |
| 2000-03-01 | 99.502876370511000 |
| 2000-04-01 | 101.197763587392000 |
| 2000-05-01 | 100.567525738941000 |
| 2000-06-01 | 103.229035872155000 |
| 2000-07-01 | 103.601680930802000 |
| 2000-08-01 | 104.587351592956010 |
| 2000-09-01 | 105.549814493146000 |
| 2000-10-01 | 106.743013504061000 |
| 2000-11-01 | 107.266974232682000 |
| 2000-12-01 | 107.718569826218000 |
| 2001-01-01 | 103.742056585216000 |
| 2001-02-01 | 103.940825169672000 |
| 2001-03-01 | 103.710631624879000 |
| 2001-04-01 | 102.802605531686000 |
| 2001-05-01 | 102.312086670576990 |
| 2001-06-01 | 101.899298746161990 |
| 2001-07-01 | 101.869679826457000 |
| 2001-08-01 | 101.240777645681990 |
| 2001-09-01 | 100.450715554939990 |
| 2001-10-01 | 99.619587780867290 |
| 2001-11-01 | 99.315445823147410 |
| 2001-12-01 | 98.906825761185300 |
| 2002-01-01 | 97.471502211752210 |
| 2002-02-01 | 97.487761063091090 |
| 2002-03-01 | 97.725649049678100 |
| 2002-04-01 | 97.701952565924090 |
| 2002-05-01 | 97.742780451405080 |
| 2002-06-01 | 97.459744429456300 |
| 2002-07-01 | 97.267627194495700 |
| 2002-08-01 | 97.293751929142300 |
| 2002-09-01 | 97.459319467364510 |
| 2002-10-01 | 96.788615414341410 |
| 2002-11-01 | 97.114035218762600 |
| 2002-12-01 | 97.159788926554090 |
| 2003-01-01 | 96.767868326369500 |
| 2003-02-01 | 96.623527684053290 |
| 2003-03-01 | 96.680781195278800 |
| 2003-04-01 | 97.175760942738990 |
| 2003-05-01 | 97.431967566854920 |
| 2003-06-01 | 97.903180697602300 |
| 2003-07-01 | 97.638160499735590 |
| 2003-08-01 | 98.238216718921100 |
| 2003-09-01 | 98.795350887168800 |
| 2003-10-01 | 99.779590225720900 |
| 2003-11-01 | 100.255628930719000 |
| 2003-12-01 | 100.918282770625990 |
| 2004-01-01 | 101.277461308335990 |
| 2004-02-01 | 101.584406588301000 |
| 2004-03-01 | 102.938310268569000 |
| 2004-04-01 | 103.866334726332000 |
| 2004-05-01 | 104.027564798629000 |
| 2004-06-01 | 104.311526266959990 |
| 2004-07-01 | 104.805499053573000 |
| 2004-08-01 | 105.072481448869000 |
| 2004-09-01 | 105.261263450508990 |
| 2004-10-01 | 105.673936537788000 |
| 2004-11-01 | 105.752373729372010 |
| 2004-12-01 | 105.853026351870000 |
| 2005-01-01 | 106.193329384193990 |
| 2005-02-01 | 107.009998546131000 |
| 2005-03-01 | 107.492196482947010 |
| 2005-04-01 | 108.068196961018000 |
| 2005-05-01 | 108.605125800279010 |
| 2005-06-01 | 109.651824824879000 |
| 2005-07-01 | 110.751998668649010 |
| 2005-08-01 | 111.386674831187990 |
| 2005-09-01 | 112.642423697258000 |
| 2005-10-01 | 113.699337424153000 |
| 2005-11-01 | 114.552561756064000 |
| 2005-12-01 | 115.628232566268990 |
| 2006-01-01 | 116.160252856578990 |
| 2006-02-01 | 116.707916157264010 |
| 2006-03-01 | 117.333091297075000 |
| 2006-04-01 | 117.476949075298990 |
| 2006-05-01 | 118.301498058806000 |
| 2006-06-01 | 118.703304873895000 |
| 2006-07-01 | 119.302355562009000 |
| 2006-08-01 | 119.793439266473000 |
| 2006-09-01 | 120.335992486395000 |
| 2006-10-01 | 120.330870018939990 |
| 2006-11-01 | 121.022096571315000 |
| 2006-12-01 | 121.501386565133980 |
| 2007-01-01 | 123.020064238204000 |
| 2007-02-01 | 123.946848957420000 |
| 2007-03-01 | 124.161365773096010 |
| 2007-04-01 | 125.388830621894000 |
| 2007-05-01 | 125.864361251934000 |
| 2007-06-01 | 126.561820586572000 |
| 2007-07-01 | 126.667380748558000 |
| 2007-08-01 | 127.507929858304990 |
| 2007-09-01 | 127.608912750107990 |
| 2007-10-01 | 128.487788224991000 |
| 2007-11-01 | 128.874558939487000 |
| 2007-12-01 | 129.390029282398000 |
| 2008-01-01 | 130.186690252379000 |
| 2008-02-01 | 130.578894492369980 |
| 2008-03-01 | 131.105662667823000 |
| 2008-04-01 | 131.744457208742000 |
| 2008-05-01 | 132.626859707001000 |
| 2008-06-01 | 133.114331246022000 |
| 2008-07-01 | 134.470763555427000 |
| 2008-08-01 | 134.934514057823000 |
| 2008-09-01 | 135.485928915676000 |
| 2008-10-01 | 135.737072829061000 |
| 2008-11-01 | 136.298230504409020 |
| 2008-12-01 | 136.892675754332000 |
| 2009-01-01 | 136.797404803654000 |
| 2009-02-01 | 136.905118248379000 |
| 2009-03-01 | 137.117876581512000 |
| 2009-04-01 | 137.186703408748000 |
| 2009-05-01 | 137.278407844655000 |
| 2009-06-01 | 137.462114746891000 |
| 2009-07-01 | 137.461492332731980 |
| 2009-08-01 | 137.668599031228000 |
| 2009-09-01 | 137.879144830333980 |
| 2009-10-01 | 138.203275095764000 |
| 2009-11-01 | 138.353051701460000 |
| 2009-12-01 | 139.228227492754000 |
| 2010-01-01 | 138.127421378573000 |
| 2010-02-01 | 138.173290410372000 |
| 2010-03-01 | 138.678092620298000 |
| 2010-04-01 | 138.904813458719020 |
| 2010-05-01 | 139.348374653182000 |
| 2010-06-01 | 139.604567489214000 |
| 2010-07-01 | 139.570422482297000 |
| 2010-08-01 | 139.702110822267000 |
| 2010-09-01 | 140.273500459113000 |
| 2010-10-01 | 141.177982795912000 |
| 2010-11-01 | 141.641135964514000 |
| 2010-12-01 | 142.399497366879980 |
| 2011-01-01 | 144.247980432182000 |
| 2011-02-01 | 144.116918015776000 |
| 2011-03-01 | 144.403935888431000 |
| 2011-04-01 | 145.540845323289000 |
| 2011-05-01 | 145.899543806599000 |
| 2011-06-01 | 146.203105310068000 |
| 2011-07-01 | 147.395767529904000 |
| 2011-08-01 | 147.919824253194000 |
| 2011-09-01 | 148.789260717240000 |
| 2011-10-01 | 148.463163475455000 |
| 2011-11-01 | 149.200791233108000 |
| 2011-12-01 | 149.607161023870000 |
| 2012-01-01 | 148.625046563057000 |
| 2012-02-01 | 148.816993132393000 |
| 2012-03-01 | 149.027538583330000 |
| 2012-04-01 | 148.961766501337000 |
| 2012-05-01 | 149.157303227251000 |
| 2012-06-01 | 149.409098728374000 |
| 2012-07-01 | 149.223492077225000 |
| 2012-08-01 | 149.250375922609000 |
| 2012-09-01 | 148.789962663522000 |
| 2012-10-01 | 149.239350164588000 |
| 2012-11-01 | 149.150297738459000 |
| 2012-12-01 | 149.401188118722000 |
| 2013-01-01 | 149.509611416039000 |
| 2013-02-01 | 149.654891015733000 |
| 2013-03-01 | 149.550369511168980 |
| 2013-04-01 | 148.818799998897000 |
| 2013-05-01 | 148.211064961491000 |
| 2013-06-01 | 147.575820533802000 |
| 2013-07-01 | 147.247464041408000 |
| 2013-08-01 | 147.079487402388000 |
| 2013-09-01 | 147.405521330970000 |
| 2013-10-01 | 145.300962979662980 |
| 2013-11-01 | 145.494790248425000 |
| 2013-12-01 | 145.062480997710000 |
| 2014-01-01 | 145.304242479630000 |
| 2014-02-01 | 145.015062668162980 |
| 2014-03-01 | 144.678897038525000 |
| 2014-04-01 | 144.983151126068000 |
| 2014-05-01 | 145.189907566970000 |
| 2014-06-01 | 145.451726575839980 |
| 2014-07-01 | 145.356488008703000 |
| 2014-08-01 | 145.919841154510000 |
| 2014-09-01 | 145.894359085701000 |
| 2014-10-01 | 146.376485100935980 |
| 2014-11-01 | 146.867919946027000 |
| 2014-12-01 | 147.802166445435000 |
| 2015-01-01 | 150.014100650683000 |
| 2015-02-01 | 149.906394061189000 |
| 2015-03-01 | 149.961893917804000 |
| 2015-04-01 | 152.350771694055000 |
| 2015-05-01 | 152.573900339566000 |
| 2015-06-01 | 152.585439395588000 |
| 2015-07-01 | 154.363366737034000 |
| 2015-08-01 | 154.365053523691020 |
| 2015-09-01 | 155.901554947552000 |
| 2015-10-01 | 156.874878169024000 |
| 2015-11-01 | 157.211340466196000 |
| 2015-12-01 | 157.720351037608000 |
| 2016-01-01 | 157.517209587006000 |
| 2016-02-01 | 157.685004114860000 |
| 2016-03-01 | 158.361837126843000 |
| 2016-04-01 | 158.396681189905000 |
| 2016-05-01 | 158.876358972491000 |
| 2016-06-01 | 159.161560866038000 |
| 2016-07-01 | 159.226076070084990 |
| 2016-08-01 | 159.970522043210000 |
| 2016-09-01 | 160.891293134640000 |
| 2016-10-01 | 160.503129072947980 |
| 2016-11-01 | 160.611006135082000 |
| 2016-12-01 | 160.840450792605000 |
| 2017-01-01 | 160.890361908037000 |
| 2017-02-01 | 161.154111401424020 |
| 2017-03-01 | 161.457618973137000 |
| 2017-04-01 | 161.666717733071000 |
| 2017-05-01 | 161.757515680545000 |
| 2017-06-01 | 162.234606726758020 |
| 2017-07-01 | 162.615411770251000 |
| 2017-08-01 | 163.173011930919000 |
| 2017-09-01 | 163.078908492099000 |
| 2017-10-01 | 163.150879012662000 |
| 2017-11-01 | 164.070164162852000 |
| 2017-12-01 | 164.384252981780000 |
| 2018-01-01 | 165.006109918197000 |
| 2018-02-01 | 165.810466072549990 |
| 2018-03-01 | 165.787372969583000 |
| 2018-04-01 | 166.720174220944020 |
| 2018-05-01 | 166.945343551703000 |
| 2018-06-01 | 167.426861285235000 |
| 2018-07-01 | 167.507565289785000 |
| 2018-08-01 | 167.498592112514980 |
| 2018-09-01 | 166.572759693790000 |
| 2018-10-01 | 167.492242174461000 |
| 2018-11-01 | 167.655831639358000 |
| 2018-12-01 | 167.700746114447000 |
| 2019-01-01 | 167.168352461031000 |
| 2019-02-01 | 167.340489749696020 |
| 2019-03-01 | 167.558352196661000 |
| 2019-04-01 | 167.743298327655000 |
| 2019-05-01 | 167.892703357206980 |
| 2019-06-01 | 168.095080647678000 |
| 2019-07-01 | 168.621537894139000 |
| 2019-08-01 | 168.569881246570000 |
| 2019-09-01 | 168.155193882417000 |
| 2019-10-01 | 169.962497201752000 |
| 2019-11-01 | 170.316766699845000 |
| 2019-12-01 | 170.446518820124000 |
| 2020-01-01 | 170.953641262293000 |
| 2020-02-01 | 170.785792360192000 |
| 2020-03-01 | 170.607314595790000 |
| 2020-04-01 | 170.127704562096000 |
| 2020-05-01 | 171.115622747740000 |
| 2020-06-01 | 170.353980910554010 |
| 2020-07-01 | 170.593927768348000 |
| 2020-08-01 | 170.930406133293000 |
| 2020-09-01 | 171.536824614638000 |
| 2020-10-01 | 171.126971568293000 |
| 2020-11-01 | 170.619967747996010 |
| 2020-12-01 | 171.501881809996000 |
| 2021-01-01 | 171.997055254098000 |
| 2021-02-01 | 171.863272047943000 |
| 2021-03-01 | 172.669404886339980 |
| 2021-04-01 | 172.141759092888980 |
| 2021-05-01 | 171.672080869461000 |
| 2021-06-01 | 171.753121889794020 |
| 2021-07-01 | 171.431263449553000 |
| 2021-08-01 | 171.455906494548000 |
| 2021-09-01 | 171.871862542594000 |
| 2021-10-01 | 173.453111500661000 |
| 2021-11-01 | 173.684589087295000 |
| 2021-12-01 | 173.299602142759030 |
| 2022-01-01 | 174.350257602483000 |
| 2022-02-01 | 174.893189054285020 |
| 2022-03-01 | 174.773097828790010 |
| 2022-04-01 | 176.260322601683010 |
| 2022-05-01 | 176.534652331055980 |
| 2022-06-01 | 177.110530063821980 |
| 2022-07-01 | 177.431336761992980 |
| 2022-08-01 | 178.185419689915020 |
| 2022-09-01 | 177.725302564943000 |
| 2022-10-01 | 177.381148948615000 |
| 2022-11-01 | 177.416594488521000 |
| 2022-12-01 | 177.054630424973000 |
| 2023-01-01 | 177.259612767989000 |
| 2023-02-01 | 177.221166341608000 |
| 2023-03-01 | 176.611286249039000 |
| 2023-04-01 | 176.504141158726010 |
| 2023-05-01 | 175.897282975110020 |
| 2023-06-01 | 175.353789674091000 |
| 2023-07-01 | 175.436151105252000 |
| 2023-08-01 | 175.622974278137000 |
| 2023-09-01 | 175.159768787799980 |
| 2023-10-01 | 173.619738296059980 |
| 2023-11-01 | 174.524514824325000 |
| 2023-12-01 | 175.633287623252980 |
| 2024-01-01 | 173.596797773293990 |
| 2024-02-01 | 174.652086153702020 |
| 2024-03-01 | 175.811118062912000 |
| 2024-04-01 | 174.666018981611000 |
| 2024-05-01 | 175.204742644770020 |
| 2024-06-01 | 175.148558871585000 |
| 2024-07-01 | 174.788598934327000 |
| 2024-08-01 | 173.095654676431000 |
