Table Data - All Employees: Information: Software Publishers in Washington
| Title | All Employees: Information: Software Publishers in Washington |
|---|---|
| Series ID | SMU53000005051120001SA |
| 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 2022-12-01 |
| Last Updated | 2023-01-25 2:49 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 | 6.5306188842875300 |
| 1990-02-01 | 6.7484180708592305 |
| 1990-03-01 | 6.8932583302708400 |
| 1990-04-01 | 7.0715861601868000 |
| 1990-05-01 | 7.1939848468683900 |
| 1990-06-01 | 7.3098502490789010 |
| 1990-07-01 | 7.3518791610181000 |
| 1990-08-01 | 7.4942164257572905 |
| 1990-09-01 | 7.5925661983161400 |
| 1990-10-01 | 7.7185304735149300 |
| 1990-11-01 | 7.8248585089640410 |
| 1990-12-01 | 7.9550281094877900 |
| 1991-01-01 | 8.1382847662441800 |
| 1991-02-01 | 8.2575566673889400 |
| 1991-03-01 | 8.4056638126058500 |
| 1991-04-01 | 8.4839801201900200 |
| 1991-05-01 | 8.8092093626571400 |
| 1991-06-01 | 9.0105777049883400 |
| 1991-07-01 | 9.3173156279997790 |
| 1991-08-01 | 9.6456236412191200 |
| 1991-09-01 | 9.7702475369142600 |
| 1991-10-01 | 9.8267447801643000 |
| 1991-11-01 | 10.1373398322341000 |
| 1991-12-01 | 10.3716910660978010 |
| 1992-01-01 | 10.4413549795672000 |
| 1992-02-01 | 10.5679361505271000 |
| 1992-03-01 | 10.7199771232190990 |
| 1992-04-01 | 10.9002141766538000 |
| 1992-05-01 | 11.0276665476146980 |
| 1992-06-01 | 11.2091930512991000 |
| 1992-07-01 | 11.4819248499603000 |
| 1992-08-01 | 11.5232326908154010 |
| 1992-09-01 | 11.6636421059753000 |
| 1992-10-01 | 11.8358581516109020 |
| 1992-11-01 | 12.0480157695390990 |
| 1992-12-01 | 12.1811844408077000 |
| 1993-01-01 | 12.4420547422743010 |
| 1993-02-01 | 12.6705750416719010 |
| 1993-03-01 | 12.9246197891510980 |
| 1993-04-01 | 13.0047813499955980 |
| 1993-05-01 | 13.2413136327118990 |
| 1993-06-01 | 13.3967685405269000 |
| 1993-07-01 | 13.8498398499281000 |
| 1993-08-01 | 13.8141446313485000 |
| 1993-09-01 | 13.8737874608515000 |
| 1993-10-01 | 13.9376112935820980 |
| 1993-11-01 | 14.0534850441486000 |
| 1993-12-01 | 14.2940172708261000 |
| 1994-01-01 | 14.3365988716047000 |
| 1994-02-01 | 14.4627345331947000 |
| 1994-03-01 | 14.6171896439035010 |
| 1994-04-01 | 14.7090824350854990 |
| 1994-05-01 | 14.8532738802718020 |
| 1994-06-01 | 14.8856268500896000 |
| 1994-07-01 | 14.9390960435178020 |
| 1994-08-01 | 15.1302776975503010 |
| 1994-09-01 | 15.4044904149431990 |
| 1994-10-01 | 15.6257734524106000 |
| 1994-11-01 | 15.8488312862486980 |
| 1994-12-01 | 16.0933110609824000 |
| 1995-01-01 | 16.4436747210130000 |
| 1995-02-01 | 16.6585263813680020 |
| 1995-03-01 | 16.8176850542701000 |
| 1995-04-01 | 17.2238080781246000 |
| 1995-05-01 | 17.3783405095565970 |
| 1995-06-01 | 17.7738628411906000 |
| 1995-07-01 | 17.7984880555377000 |
| 1995-08-01 | 18.1129228871764000 |
| 1995-09-01 | 18.6267716297718000 |
| 1995-10-01 | 18.4962285115858980 |
| 1995-11-01 | 18.9458643727116000 |
| 1995-12-01 | 19.0934891644077000 |
| 1996-01-01 | 19.2527572034250000 |
| 1996-02-01 | 19.4634266028847000 |
| 1996-03-01 | 19.6330134843214000 |
| 1996-04-01 | 19.8556589335063980 |
| 1996-05-01 | 20.0140359283338000 |
| 1996-06-01 | 20.1776014388478980 |
| 1996-07-01 | 20.1494536219481000 |
| 1996-08-01 | 19.9878067246741970 |
| 1996-09-01 | 20.0412001427131000 |
| 1996-10-01 | 20.2664725688041000 |
| 1996-11-01 | 20.4378898153796980 |
| 1996-12-01 | 20.5834316770409000 |
| 1997-01-01 | 20.8649771520088000 |
| 1997-02-01 | 21.0803611881616040 |
| 1997-03-01 | 21.2576905692047000 |
| 1997-04-01 | 21.2926721724794000 |
| 1997-05-01 | 21.4317396623186980 |
| 1997-06-01 | 21.6801941426505000 |
| 1997-07-01 | 21.9870720338276000 |
| 1997-08-01 | 22.3351117472598980 |
| 1997-09-01 | 22.4388265551181970 |
| 1997-10-01 | 22.8457575583723020 |
| 1997-11-01 | 23.0462265493933000 |
| 1997-12-01 | 23.3862370752763000 |
| 1998-01-01 | 23.0784362364868980 |
| 1998-02-01 | 23.3007721704813000 |
| 1998-03-01 | 23.5928418935208000 |
| 1998-04-01 | 23.8602825352108000 |
| 1998-05-01 | 24.0550088097447020 |
| 1998-06-01 | 24.1792421034910030 |
| 1998-07-01 | 24.6037377813557000 |
| 1998-08-01 | 24.9434326463992000 |
| 1998-09-01 | 25.3273600305404000 |
| 1998-10-01 | 25.5399419515987030 |
| 1998-11-01 | 25.5619666102144000 |
| 1998-12-01 | 25.9891265954954000 |
| 1999-01-01 | 25.9986810174398000 |
| 1999-02-01 | 26.2378111487001040 |
| 1999-03-01 | 26.5458349473922000 |
| 1999-04-01 | 26.6272018177137000 |
| 1999-05-01 | 26.8632867879098000 |
| 1999-06-01 | 26.9593308111394000 |
| 1999-07-01 | 27.6266425478306000 |
| 1999-08-01 | 27.6587154175474980 |
| 1999-09-01 | 27.9037273608778000 |
| 1999-10-01 | 28.0329053085628000 |
| 1999-11-01 | 28.5915848123673000 |
| 1999-12-01 | 28.9823674830367000 |
| 2000-01-01 | 29.8231404042708980 |
| 2000-02-01 | 30.1851730035069000 |
| 2000-03-01 | 30.4101386065476050 |
| 2000-04-01 | 31.1108045077454000 |
| 2000-05-01 | 31.6980321647663030 |
| 2000-06-01 | 32.6179377628016000 |
| 2000-07-01 | 32.8314854625270000 |
| 2000-08-01 | 32.9311044169454000 |
| 2000-09-01 | 33.3551063471494000 |
| 2000-10-01 | 33.6119455497114000 |
| 2000-11-01 | 34.0145667375449960 |
| 2000-12-01 | 33.8803730368676000 |
| 2001-01-01 | 34.8568597860380000 |
| 2001-02-01 | 35.3534519877500000 |
| 2001-03-01 | 35.4931123579207000 |
| 2001-04-01 | 35.6750077622455000 |
| 2001-05-01 | 36.0367699576453000 |
| 2001-06-01 | 36.3638359724131000 |
| 2001-07-01 | 36.0955626991574000 |
| 2001-08-01 | 36.1796125810098000 |
| 2001-09-01 | 35.8074884726285000 |
| 2001-10-01 | 35.8848295917841000 |
| 2001-11-01 | 35.8178878794492950 |
| 2001-12-01 | 36.7593426154806000 |
| 2002-01-01 | 35.6889054012801000 |
| 2002-02-01 | 35.5878017222668960 |
| 2002-03-01 | 35.7021843314055050 |
| 2002-04-01 | 35.8629825179926000 |
| 2002-05-01 | 35.9496682568423000 |
| 2002-06-01 | 36.0384251036394000 |
| 2002-07-01 | 35.9426578010931000 |
| 2002-08-01 | 36.0936101725841000 |
| 2002-09-01 | 36.2627244838258000 |
| 2002-10-01 | 36.6634196393334000 |
| 2002-11-01 | 36.9020917766835050 |
| 2002-12-01 | 36.8416613081406000 |
| 2003-01-01 | 36.3374289416057000 |
| 2003-02-01 | 36.6422568707897000 |
| 2003-03-01 | 36.7036926038401000 |
| 2003-04-01 | 36.6223834272726000 |
| 2003-05-01 | 36.6741547855179000 |
| 2003-06-01 | 36.7194754958747040 |
| 2003-07-01 | 37.3500457002824000 |
| 2003-08-01 | 37.6908043199706000 |
| 2003-09-01 | 38.0942343054077950 |
| 2003-10-01 | 38.3622211359089000 |
| 2003-11-01 | 38.4001811964543000 |
| 2003-12-01 | 38.6348780258826000 |
| 2004-01-01 | 38.7007288650588000 |
| 2004-02-01 | 38.8939620916209000 |
| 2004-03-01 | 39.0039585286191000 |
| 2004-04-01 | 39.0909959599069000 |
| 2004-05-01 | 39.1087068105191000 |
| 2004-06-01 | 39.1000759330776050 |
| 2004-07-01 | 39.1279712545995000 |
| 2004-08-01 | 39.2814925596245000 |
| 2004-09-01 | 39.4343037451268000 |
| 2004-10-01 | 39.9116414272183000 |
| 2004-11-01 | 39.7029834264537060 |
| 2004-12-01 | 39.9601974577097960 |
| 2005-01-01 | 40.1358393424722950 |
| 2005-02-01 | 40.3146236394563900 |
| 2005-03-01 | 40.5995391307200040 |
| 2005-04-01 | 41.0456414781097000 |
| 2005-05-01 | 41.1200306990116000 |
| 2005-06-01 | 40.7831069924796000 |
| 2005-07-01 | 41.3692417086347000 |
| 2005-08-01 | 41.5570439871627100 |
| 2005-09-01 | 41.9003726924177040 |
| 2005-10-01 | 42.0032962482498000 |
| 2005-11-01 | 42.2024387736837000 |
| 2005-12-01 | 42.4020479367787000 |
| 2006-01-01 | 42.5605152248287000 |
| 2006-02-01 | 42.9073055686353940 |
| 2006-03-01 | 43.5104407083962000 |
| 2006-04-01 | 43.9344575033351000 |
| 2006-05-01 | 44.1175481127670000 |
| 2006-06-01 | 44.9531572611911000 |
| 2006-07-01 | 45.1762344178806000 |
| 2006-08-01 | 45.3927128387253000 |
| 2006-09-01 | 45.7985401514254000 |
| 2006-10-01 | 45.8982422111769000 |
| 2006-11-01 | 46.1958607044664000 |
| 2006-12-01 | 46.4527179574802000 |
| 2007-01-01 | 46.9836955072167940 |
| 2007-02-01 | 47.3035379284210900 |
| 2007-03-01 | 46.9252255947099000 |
| 2007-04-01 | 47.4543737933883000 |
| 2007-05-01 | 47.5196273847592900 |
| 2007-06-01 | 47.6340986756538000 |
| 2007-07-01 | 47.6134028388542000 |
| 2007-08-01 | 47.6552362115562100 |
| 2007-09-01 | 47.7254861074632050 |
| 2007-10-01 | 47.8609248549905000 |
| 2007-11-01 | 48.1809112085300000 |
| 2007-12-01 | 48.4904019701794000 |
| 2008-01-01 | 48.7659467031868000 |
| 2008-02-01 | 49.0615712711284000 |
| 2008-03-01 | 49.4441074228880950 |
| 2008-04-01 | 49.9117896162727060 |
| 2008-05-01 | 50.3391453321980000 |
| 2008-06-01 | 50.7120513479167900 |
| 2008-07-01 | 51.2427111182566000 |
| 2008-08-01 | 51.7689461068890000 |
| 2008-09-01 | 51.9104071090102900 |
| 2008-10-01 | 52.1851103510779950 |
| 2008-11-01 | 52.7836719935237040 |
| 2008-12-01 | 53.1216003677567000 |
| 2009-01-01 | 52.5730940869026000 |
| 2009-02-01 | 52.5553309324699000 |
| 2009-03-01 | 52.6799679513284000 |
| 2009-04-01 | 51.9888344787905000 |
| 2009-05-01 | 51.9765222114641000 |
| 2009-06-01 | 51.1005314199835040 |
| 2009-07-01 | 51.4382282382499060 |
| 2009-08-01 | 50.5473147976867950 |
| 2009-09-01 | 50.6949388681888000 |
| 2009-10-01 | 50.8589331257491040 |
| 2009-11-01 | 50.6887175147395000 |
| 2009-12-01 | 50.6210351225646000 |
| 2010-01-01 | 50.7671587702289000 |
| 2010-02-01 | 50.7449998731997950 |
| 2010-03-01 | 50.7858396450439000 |
| 2010-04-01 | 50.8388470589232900 |
| 2010-05-01 | 50.9043763402838000 |
| 2010-06-01 | 50.7793529417515000 |
| 2010-07-01 | 50.8310647442848950 |
| 2010-08-01 | 50.7707438492981100 |
| 2010-09-01 | 51.1328098429787940 |
| 2010-10-01 | 51.1175265971873000 |
| 2010-11-01 | 51.0159909491237040 |
| 2010-12-01 | 51.1443315955538900 |
| 2011-01-01 | 51.3096390138237000 |
| 2011-02-01 | 51.3994266224050000 |
| 2011-03-01 | 51.4256236103632000 |
| 2011-04-01 | 51.4914475784037000 |
| 2011-05-01 | 51.4629050437029000 |
| 2011-06-01 | 51.7318316478661100 |
| 2011-07-01 | 51.6637097987135050 |
| 2011-08-01 | 51.8545571303631050 |
| 2011-09-01 | 51.9308190781130960 |
| 2011-10-01 | 51.8800234051643940 |
| 2011-11-01 | 51.9542087032261000 |
| 2011-12-01 | 52.0921915272995000 |
| 2012-01-01 | 52.0805736519326000 |
| 2012-02-01 | 52.1707205142469950 |
| 2012-03-01 | 52.2840958225864000 |
| 2012-04-01 | 52.2351627085272060 |
| 2012-05-01 | 52.3249189218140960 |
| 2012-06-01 | 52.4722138514861000 |
| 2012-07-01 | 52.3807508895708000 |
| 2012-08-01 | 52.4347689609523040 |
| 2012-09-01 | 52.4279143220140000 |
| 2012-10-01 | 52.5533346552025050 |
| 2012-11-01 | 52.5854863280595950 |
| 2012-12-01 | 52.7413086059051960 |
| 2013-01-01 | 52.8630453027015000 |
| 2013-02-01 | 53.0630190732372000 |
| 2013-03-01 | 53.2373958731077900 |
| 2013-04-01 | 53.4811080685375000 |
| 2013-05-01 | 53.5905732923400040 |
| 2013-06-01 | 53.7090333750782000 |
| 2013-07-01 | 53.9665448511594000 |
| 2013-08-01 | 54.1862476689959000 |
| 2013-09-01 | 54.2230985412768000 |
| 2013-10-01 | 54.4417532129368950 |
| 2013-11-01 | 54.7019193713772000 |
| 2013-12-01 | 54.8966022742959000 |
| 2014-01-01 | 55.1704169583566000 |
| 2014-02-01 | 55.2575147670403000 |
| 2014-03-01 | 55.3910832798447000 |
| 2014-04-01 | 55.6350732932315000 |
| 2014-05-01 | 55.7688587768589000 |
| 2014-06-01 | 55.8416285105125100 |
| 2014-07-01 | 55.9511570050785000 |
| 2014-08-01 | 56.1568479309223960 |
| 2014-09-01 | 56.1301684175092960 |
| 2014-10-01 | 55.4361026608667940 |
| 2014-11-01 | 55.5088673639851000 |
| 2014-12-01 | 55.1353678318783000 |
| 2015-01-01 | 55.1265851655169000 |
| 2015-02-01 | 55.2060635495463900 |
| 2015-03-01 | 55.1967015463242060 |
| 2015-04-01 | 55.3445168496080000 |
| 2015-05-01 | 55.6170001351744000 |
| 2015-06-01 | 55.5989115269641000 |
| 2015-07-01 | 56.1037262706746000 |
| 2015-08-01 | 56.0207408241300000 |
| 2015-09-01 | 56.3780748900558900 |
| 2015-10-01 | 56.6401769887304000 |
| 2015-11-01 | 56.8259697059908000 |
| 2015-12-01 | 57.0809625543457950 |
| 2016-01-01 | 57.3914232496924940 |
| 2016-02-01 | 57.5392093744491000 |
| 2016-03-01 | 58.0190410745852960 |
| 2016-04-01 | 58.1811524547235000 |
| 2016-05-01 | 58.5020506805035000 |
| 2016-06-01 | 58.9232360872495000 |
| 2016-07-01 | 59.2273036860707000 |
| 2016-08-01 | 59.4284973681492000 |
| 2016-09-01 | 59.4884867979861000 |
| 2016-10-01 | 59.7731264885007000 |
| 2016-11-01 | 60.0594373097270000 |
| 2016-12-01 | 60.3260048475080000 |
| 2017-01-01 | 60.4275150974530000 |
| 2017-02-01 | 60.6539363940366000 |
| 2017-03-01 | 60.8062450451793000 |
| 2017-04-01 | 60.4713718166272900 |
| 2017-05-01 | 60.8575995906560000 |
| 2017-06-01 | 61.1944459742395000 |
| 2017-07-01 | 61.3231419116515000 |
| 2017-08-01 | 61.6419674328174950 |
| 2017-09-01 | 62.0258762279163000 |
| 2017-10-01 | 62.2038516200708900 |
| 2017-11-01 | 62.4933999204116050 |
| 2017-12-01 | 62.7428769317657900 |
| 2018-01-01 | 63.0132433684287040 |
| 2018-02-01 | 63.4285073445299000 |
| 2018-03-01 | 63.7786080479317000 |
| 2018-04-01 | 64.2475396103209000 |
| 2018-05-01 | 64.5830849442982900 |
| 2018-06-01 | 65.3110805025015000 |
| 2018-07-01 | 66.0329062988845000 |
| 2018-08-01 | 66.2848725687915000 |
| 2018-09-01 | 66.2147482615419000 |
| 2018-10-01 | 66.7195961711171000 |
| 2018-11-01 | 67.0254000402464000 |
| 2018-12-01 | 67.3465247451933000 |
| 2019-01-01 | 67.6654268965109000 |
| 2019-02-01 | 68.1375549077578000 |
| 2019-03-01 | 68.3405865148400000 |
| 2019-04-01 | 68.7336451185760900 |
| 2019-05-01 | 69.4962153030944000 |
| 2019-06-01 | 70.4570997216750900 |
| 2019-07-01 | 71.0944105822552900 |
| 2019-08-01 | 71.7007036593576000 |
| 2019-09-01 | 71.0815076853210000 |
| 2019-10-01 | 71.8847194846197100 |
| 2019-11-01 | 72.6343117927846000 |
| 2019-12-01 | 73.1278768652464900 |
| 2020-01-01 | 73.8018587700219100 |
| 2020-02-01 | 74.4623075144837000 |
| 2020-03-01 | 75.0252199864223000 |
| 2020-04-01 | 75.8828220400853000 |
| 2020-05-01 | 76.6189574014383000 |
| 2020-06-01 | 75.6332446174132100 |
| 2020-07-01 | 75.4055682829118000 |
| 2020-08-01 | 76.0626877622474000 |
| 2020-09-01 | 76.7346968365155000 |
| 2020-10-01 | 77.0255322154712000 |
| 2020-11-01 | 77.1928285350206000 |
| 2020-12-01 | 77.5646357057230000 |
| 2021-01-01 | 77.9090069695043000 |
| 2021-02-01 | 78.1978538746410000 |
| 2021-03-01 | 78.2770839038076000 |
| 2021-04-01 | 78.7092186773089000 |
| 2021-05-01 | 79.0014772928787000 |
| 2021-06-01 | 78.3228550239315100 |
| 2021-07-01 | 78.7139185330895000 |
| 2021-08-01 | 79.2324808841094000 |
| 2021-09-01 | 80.4395265920835000 |
| 2021-10-01 | 81.1380653927259000 |
| 2021-11-01 | 81.5278133306027000 |
| 2021-12-01 | 82.6948903104982000 |
| 2022-01-01 | 82.6498259889231000 |
| 2022-02-01 | 82.4412905238857100 |
| 2022-03-01 | 83.2799816781493000 |
| 2022-04-01 | 82.9701937520698000 |
| 2022-05-01 | 83.1261683618554900 |
| 2022-06-01 | 84.8739144559883000 |
| 2022-07-01 | 84.8506051189192000 |
| 2022-08-01 | 84.9927396272555000 |
| 2022-09-01 | 85.6253687578477000 |
| 2022-10-01 | 85.7621521664894100 |
| 2022-11-01 | 87.0622450122287000 |
| 2022-12-01 | 85.9254583719982900 |
