Table Data - All Employees: Information: Software Publishers in Seattle-Bellevue-Everett, WA (MD) (DISCONTINUED)

Title All Employees: Information: Software Publishers in Seattle-Bellevue-Everett, WA (MD) (DISCONTINUED)
Series ID SMU53426445051120001SA
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 2:48 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 6.4182977645372405
1990-02-01 6.6562252211175300
1990-03-01 6.7874866085504495
1990-04-01 6.9095277210590496
1990-05-01 7.0183786480172410
1990-06-01 7.2078912633082900
1990-07-01 7.1995297254592400
1990-08-01 7.3721021181827910
1990-09-01 7.4895713582780800
1990-10-01 7.5594323494818300
1990-11-01 7.7115582174689010
1990-12-01 7.8568213774335400
1991-01-01 8.0200525461815600
1991-02-01 8.1656838112287500
1991-03-01 8.2991613916387200
1991-04-01 8.4288448507256000
1991-05-01 8.6416451653177100
1991-06-01 8.9102346876769400
1991-07-01 9.1513178509328680
1991-08-01 9.4213549300266500
1991-09-01 9.5667226136727900
1991-10-01 9.7751138949336890
1991-11-01 10.0226370706474000
1991-12-01 10.1765084267352000
1992-01-01 10.2188068299601990
1992-02-01 10.3732839713249000
1992-03-01 10.5112198186321990
1992-04-01 10.7484432117980000
1992-05-01 10.9739808415390990
1992-06-01 11.0125850533365990
1992-07-01 11.2048985450420000
1992-08-01 11.2969209507341970
1992-09-01 11.4604588308954000
1992-10-01 11.6809874275588000
1992-11-01 11.8330613009435000
1992-12-01 11.9890064106518000
1993-01-01 12.3243869388983020
1993-02-01 12.4717301577971000
1993-03-01 12.7159481186314980
1993-04-01 12.8501677816198980
1993-05-01 12.9897829687951990
1993-06-01 13.2086180831371000
1993-07-01 13.6597427810349980
1993-08-01 13.6874771078102000
1993-09-01 13.7721607257742000
1993-10-01 13.6712223281498000
1993-11-01 13.7409168436754020
1993-12-01 13.8957206691071990
1994-01-01 14.1279958408231000
1994-02-01 14.2621748015373020
1994-03-01 14.4109430409041000
1994-04-01 14.4451241100895000
1994-05-01 14.6052529755641000
1994-06-01 14.6006370357048020
1994-07-01 14.6567815780439000
1994-08-01 14.8131625460611980
1994-09-01 15.1051257482808020
1994-10-01 15.4461476711768010
1994-11-01 15.6362068288119000
1994-12-01 15.8880618467254000
1995-01-01 16.1479411721193000
1995-02-01 16.3572694953014000
1995-03-01 16.5166377588677000
1995-04-01 16.8593803745745000
1995-05-01 16.9223674525571000
1995-06-01 17.2869842769070000
1995-07-01 17.3243704443144000
1995-08-01 17.7023409707463000
1995-09-01 18.2325323443226030
1995-10-01 18.1034423991762000
1995-11-01 18.5298146303687000
1995-12-01 18.6672607869803960
1996-01-01 18.6705333189339980
1996-02-01 18.9626806079892000
1996-03-01 19.1405840805704000
1996-04-01 19.3963416532147000
1996-05-01 19.5543342426538980
1996-06-01 19.6805287643433000
1996-07-01 19.5848671730920000
1996-08-01 19.3827018598538030
1996-09-01 19.4574144131449000
1996-10-01 19.6638037030029980
1996-11-01 19.8166029601904970
1996-12-01 20.0356332475548020
1997-01-01 20.2997241291856980
1997-02-01 20.4765415892925000
1997-03-01 20.6818011570464000
1997-04-01 20.7348658332318000
1997-05-01 20.9553215049132000
1997-06-01 21.1770483093247000
1997-07-01 21.4308811608191970
1997-08-01 21.7285179683519980
1997-09-01 21.9684814762669980
1997-10-01 22.4352371805021000
1997-11-01 22.6274221527358960
1997-12-01 22.9213765196721970
1998-01-01 22.6142217782701960
1998-02-01 22.7963191271115020
1998-03-01 23.0329033741840000
1998-04-01 23.2997237933240000
1998-05-01 23.5696464054375000
1998-06-01 23.5826814816273970
1998-07-01 24.0444160464204980
1998-08-01 24.4346671951324980
1998-09-01 24.7618040165342000
1998-10-01 24.9285989354656970
1998-11-01 24.9493014222881000
1998-12-01 25.3276450999698960
1999-01-01 25.4254820430587000
1999-02-01 25.6244245144995020
1999-03-01 25.8919271423087000
1999-04-01 25.9586277966739980
1999-05-01 26.1671941039180000
1999-06-01 26.2763138809626000
1999-07-01 26.7753213075227000
1999-08-01 27.0489794213259000
1999-09-01 27.2410997377815000
1999-10-01 27.3253214275949000
1999-11-01 27.8876478354723040
1999-12-01 28.3330042310092000
2000-01-01 29.0322308099093000
2000-02-01 29.4650800813213000
2000-03-01 29.6435386736122980
2000-04-01 30.3244891651113000
2000-05-01 30.8019939059500000
2000-06-01 31.7728519599040000
2000-07-01 31.8722133280238960
2000-08-01 32.0253337293025000
2000-09-01 32.3948711670728000
2000-10-01 32.6125864729079000
2000-11-01 33.1157691049508000
2000-12-01 32.8381469509271000
2001-01-01 33.9569690295201000
2001-02-01 34.4238574845093000
2001-03-01 34.6034962302518000
2001-04-01 34.7616033071703000
2001-05-01 35.1481174836316000
2001-06-01 35.5534252819832000
2001-07-01 35.1469976149602000
2001-08-01 35.1714218093465000
2001-09-01 34.8396536435584000
2001-10-01 34.9008695853176000
2001-11-01 34.8205398591441000
2001-12-01 35.6255687071566000
2002-01-01 34.6736255530098000
2002-02-01 34.5590783252152040
2002-03-01 34.6857886601937000
2002-04-01 34.8232319756559000
2002-05-01 34.9688315674100000
2002-06-01 35.0480911523562000
2002-07-01 34.8169396480503000
2002-08-01 34.9917460462603000
2002-09-01 35.1839308119069000
2002-10-01 35.5876330399029000
2002-11-01 35.8995733423231000
2002-12-01 35.7150819909403000
2003-01-01 35.3083053711300000
2003-02-01 35.5128599075187000
2003-03-01 35.6804819866741000
2003-04-01 35.5707524984587000
2003-05-01 35.6011084638162000
2003-06-01 35.8302510189205000
2003-07-01 36.2473571090250000
2003-08-01 36.5872586973807050
2003-09-01 37.0046856296990040
2003-10-01 37.1896761278636000
2003-11-01 37.2900509154629000
2003-12-01 37.5105829808722000
2004-01-01 37.5574842834366000
2004-02-01 37.7673848406867000
2004-03-01 37.8861584894917000
2004-04-01 37.9289647292941000
2004-05-01 37.9501953880685000
2004-06-01 38.0159481934763000
2004-07-01 38.0316500664952000
2004-08-01 38.1736459425367940
2004-09-01 38.3395093457789000
2004-10-01 38.8332438075327960
2004-11-01 38.5845873162392000
2004-12-01 38.8318947735810000
2005-01-01 38.9958748314796040
2005-02-01 39.1871958223244000
2005-03-01 39.3952516725418000
2005-04-01 39.7877629131164950
2005-05-01 40.0744214577722000
2005-06-01 39.6900848703283000
2005-07-01 40.0775651712085000
2005-08-01 40.3450360517458900
2005-09-01 40.6032921461622040
2005-10-01 40.7089392019625000
2005-11-01 40.9824625535012900
2005-12-01 41.1698515097601000
2006-01-01 41.4326460333630000
2006-02-01 41.6821304573077000
2006-03-01 42.2187765687458000
2006-04-01 42.6833193774907040
2006-05-01 42.9750930590717000
2006-06-01 43.8530294937782000
2006-07-01 43.8795605071269000
2006-08-01 44.0778374913692940
2006-09-01 44.4975265086680000
2006-10-01 44.5856709203899000
2006-11-01 44.8777607462102000
2006-12-01 45.1224504197552040
2007-01-01 45.5681034356487940
2007-02-01 45.9829790101500040
2007-03-01 45.6399772914630050
2007-04-01 46.1162890721737000
2007-05-01 46.1647174506077960
2007-06-01 46.3179320800426000
2007-07-01 46.3148095161032960
2007-08-01 46.2449036953489000
2007-09-01 46.3208657935132000
2007-10-01 46.4292162172377000
2007-11-01 46.7709701737308950
2007-12-01 47.0677267151460000
2008-01-01 47.2676993991345000
2008-02-01 47.6544600516832100
2008-03-01 48.0535640956689000
2008-04-01 48.3760667246225000
2008-05-01 48.8679153702574000
2008-06-01 49.2781794600467000
2008-07-01 49.8398084802837000
2008-08-01 50.4670739606478950
2008-09-01 50.5997023772802950
2008-10-01 50.7492802620741000
2008-11-01 51.3795602623616000
2008-12-01 51.7079419860493900
2009-01-01 51.2914126434204000
2009-02-01 51.2589262247047000
2009-03-01 51.4766767925265040
2009-04-01 50.7594328039992000
2009-05-01 50.7962031020796000
2009-06-01 49.9421750381393000
2009-07-01 50.2322040636492060
2009-08-01 49.3562659542976000
2009-09-01 49.4868642140047040
2009-10-01 49.6236192029336000
2009-11-01 49.4878691113756000
2009-12-01 49.4201546143042950
2010-01-01 49.5861914788509000
2010-02-01 49.5593531895494000
2010-03-01 49.5703815704097900
2010-04-01 49.6089103311773000
2010-05-01 49.6169650544854000
2010-06-01 49.5007942118127000
2010-07-01 49.5329431371423000
2010-08-01 49.4880578227079000
2010-09-01 49.8341003798361000
2010-10-01 49.7862922591484000
2010-11-01 49.8059288587137060
2010-12-01 49.8512058770316000
2011-01-01 50.0185186147435000
2011-02-01 50.1201229718098000
2011-03-01 50.2080136445813000
2011-04-01 50.3657606369113000
2011-05-01 50.3742709651311000
2011-06-01 50.6490601804100040
2011-07-01 50.5711954722140000
2011-08-01 50.6682075362348950
2011-09-01 50.8404632665336960
2011-10-01 50.6424395345308940
2011-11-01 50.7147622462257000
2011-12-01 51.0032779639581000
2012-01-01 50.9778956833532000
2012-02-01 51.1159341678967960
2012-03-01 51.1808953022785000
2012-04-01 51.1162657850806100
2012-05-01 51.1325678701433000
2012-06-01 51.2925585945522040
2012-07-01 51.1942741943817050
2012-08-01 51.2464671889754000
2012-09-01 51.1464080317426000
2012-10-01 51.3008704059061000
2012-11-01 51.3168193722037960
2012-12-01 51.4461686678641000
2013-01-01 51.6504751491581050
2013-02-01 51.8242073009682000
2013-03-01 52.0540509376342940
2013-04-01 52.1726507784897040
2013-05-01 52.2990239062270000
2013-06-01 52.4356514091917060
2013-07-01 52.6861419667753950
2013-08-01 52.8934551161645960
2013-09-01 52.8518355266947100
2013-10-01 53.0573113665930000
2013-11-01 53.3071323508203960
2013-12-01 53.4991588849508000
2014-01-01 53.7410945092303900
2014-02-01 53.9427191901005000
2014-03-01 54.0322428879152000
2014-04-01 54.2407874769440000
2014-05-01 54.3729892620721000
2014-06-01 54.2747206177328960
2014-07-01 54.3755086982712040
2014-08-01 54.6647579028962060
2014-09-01 54.6626352657756060
2014-10-01 53.8296323557237000
2014-11-01 53.9069763145551000
2014-12-01 53.6276750333442960
2015-01-01 52.4826906947567900
2015-02-01 52.6779274477665100
2015-03-01 52.6408534493360100
2015-04-01 52.8385786221692000
2015-05-01 53.1018165484453000
2015-06-01 53.1425076440419000
2015-07-01 53.7463617296170100
2015-08-01 53.5569197763427950
2015-09-01 53.9235893883298000
2015-10-01 54.2269124452216100
2015-11-01 54.4192289305485000
2015-12-01 54.7610479293910050
2016-01-01 55.1562423141183940
2016-02-01 55.4224221900910000
2016-03-01 55.8814275845375000
2016-04-01 56.0823313863984940
2016-05-01 56.3914277182803000
2016-06-01 56.8573318856423000
2016-07-01 57.1544504813471050
2016-08-01 57.3586549495349000
2016-09-01 57.4188049910699000
2016-10-01 57.8688572752509000
2016-11-01 58.1673290695896060
2016-12-01 58.4946763590719950
2017-01-01 58.8210565835444000
2017-02-01 59.0246595487797100
2017-03-01 59.1698209749529000
2017-04-01 58.8742688249918000
2017-05-01 59.2690582655676000
2017-06-01 59.5134198758744000
2017-07-01 59.6378852387740960
2017-08-01 59.8727071427702000
2017-09-01 60.2468985913896000
2017-10-01 60.3173738794760000
2017-11-01 60.5133258523579000
2017-12-01 60.7991882860783000
2018-01-01 60.8124451177917040
2018-02-01 61.2626023254577060
2018-03-01 61.6130457961080000
2018-04-01 62.1414061514497900
2018-05-01 62.4272809950730050
2018-06-01 63.1221965690527040
2018-07-01 63.8553712657504000
2018-08-01 64.1366287355860000
2018-09-01 64.0339125991463000
2018-10-01 64.4505655928514000
2018-11-01 64.7617580541314000
2018-12-01 64.9593611310493900
2019-01-01 65.3855838647408000
2019-02-01 65.8353003853286000
2019-03-01 66.0489231348831000
2019-04-01 66.3190668508794100
2019-05-01 67.2065754992269000
2019-06-01 68.0793987702582100
2019-07-01 68.7135458795326000
2019-08-01 69.2702946210980000
2019-09-01 68.5879402800063900
2019-10-01 69.3189952334089000
2019-11-01 70.0709339947536000
2019-12-01 70.4977530073305900
2020-01-01 71.0235575195324000
2020-02-01 71.7327174366548000
2020-03-01 72.2138069863067100
2020-04-01 72.9717743035715100
2020-05-01 73.9042738249969000
2020-06-01 72.6774809320462100
2020-07-01 72.1328469431562100
2020-08-01 72.8552576955942000
2020-09-01 73.4307922261979100
2020-10-01 73.7513626860183000
2020-11-01 73.9277209933791000
2020-12-01 74.0812013950445900
2021-01-01 74.4295141033139000
2021-02-01 74.6408625295763000
2021-03-01 74.6562974967498000
2021-04-01 75.0020470083799000
2021-05-01 75.5363187257053000
2021-06-01 74.4983864132872900
2021-07-01 74.2504563340920900
2021-08-01 74.8462531897935000
2021-09-01 75.9387626904164000
2021-10-01 76.5445176862644100
2021-11-01 76.7497000191713000
2021-12-01 77.7786237604360000
2022-01-01 78.0574703285881000
2022-02-01 77.7611331267322900
2022-03-01 78.5565364394582000
2022-04-01 78.2681827590895000
2022-05-01 78.6981032782799000
2022-06-01 80.8687918458095000
2022-07-01 80.7764505069638000
2022-08-01 81.0051476690300000
2022-09-01 81.8864270454364900
2022-10-01 82.0457464980296000
2022-11-01 83.3849553239944000
2022-12-01 82.1804820884540000

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