Federal Reserve Economic Data

Table Data - All Employees: Information: Publishing Industries (Except Internet) in Denver-Aurora-Lakewood, CO (MSA)

Title All Employees: Information: Publishing Industries (Except Internet) in Denver-Aurora-Lakewood, CO (MSA)
Series ID SMU08197405051100001SA
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 3:34 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 8.156955549820240
1990-02-01 8.239549831877840
1990-03-01 8.164799542735200
1990-04-01 8.324469656496010
1990-05-01 8.431606475607250
1990-06-01 8.483368440833170
1990-07-01 8.480078573065170
1990-08-01 8.543887696433929
1990-09-01 8.596105034963370
1990-10-01 8.473682052442940
1990-11-01 8.488349885174140
1990-12-01 8.516523188253650
1991-01-01 8.459631512507780
1991-02-01 8.436979742904420
1991-03-01 8.465573299989820
1991-04-01 8.421746703575590
1991-05-01 8.329186368040730
1991-06-01 8.377370297735220
1991-07-01 8.379864592436250
1991-08-01 8.454400369503519
1991-09-01 8.599377080060960
1991-10-01 8.473405453380680
1991-11-01 8.487388889476820
1991-12-01 8.523831276681940
1992-01-01 8.559657952861650
1992-02-01 8.528679834585411
1992-03-01 8.567843622249440
1992-04-01 8.615920313684240
1992-05-01 8.629461134712171
1992-06-01 8.667103382174389
1992-07-01 8.774903886968300
1992-08-01 8.771708900424480
1992-09-01 8.804313345010830
1992-10-01 8.871712850049680
1992-11-01 8.785266320367269
1992-12-01 8.936605329077850
1993-01-01 8.958175173645170
1993-02-01 9.018203107791880
1993-03-01 9.072132512611411
1993-04-01 9.111296385249391
1993-05-01 9.126671034072080
1993-06-01 9.153077228946660
1993-07-01 9.171941287790420
1993-08-01 9.192993188605410
1993-09-01 9.206102414257390
1993-10-01 9.265111943756290
1993-11-01 9.384818744293801
1993-12-01 9.356341643478288
1994-01-01 9.655757204520212
1994-02-01 9.603446232051631
1994-03-01 9.674357230663741
1994-04-01 9.810126046026090
1994-05-01 9.924967276133190
1994-06-01 10.038577271103700
1994-07-01 10.075509785954500
1994-08-01 10.109088068942500
1994-09-01 10.103971836196001
1994-10-01 10.361002195364000
1994-11-01 10.484599719208000
1994-12-01 10.576398552472499
1995-01-01 10.649967548832500
1995-02-01 10.787226761980600
1995-03-01 10.768718735218402
1995-04-01 10.819480308314100
1995-05-01 10.820579660447800
1995-06-01 10.934022172649400
1995-07-01 11.084624393270800
1995-08-01 11.020909878418800
1995-09-01 11.100279465852600
1995-10-01 11.152121613474500
1995-11-01 11.184596254600100
1995-12-01 11.194192032723400
1996-01-01 11.236468815169001
1996-02-01 11.272235618812900
1996-03-01 11.352373492912500
1996-04-01 11.636017323047000
1996-05-01 11.623202785141801
1996-06-01 11.646397667773900
1996-07-01 11.594829577872100
1996-08-01 11.722473729883498
1996-09-01 11.803633872227400
1996-10-01 11.939859141087101
1996-11-01 11.786864352825301
1996-12-01 11.801235589594500
1997-01-01 11.916804106034900
1997-02-01 11.966570083831199
1997-03-01 12.028538296512199
1997-04-01 12.151932986424300
1997-05-01 12.222869243811000
1997-06-01 12.369864716206100
1997-07-01 12.401445422283300
1997-08-01 12.623666046367700
1997-09-01 12.721953367485002
1997-10-01 12.723447966961201
1997-11-01 12.790670296520600
1997-12-01 12.898898650492300
1998-01-01 12.993171130057700
1998-02-01 13.162430753002100
1998-03-01 13.298832121623200
1998-04-01 13.265894974147802
1998-05-01 13.431287506217698
1998-06-01 13.487898557409599
1998-07-01 13.806051604959200
1998-08-01 13.920197978918700
1998-09-01 13.948173365123500
1998-10-01 14.412954583349200
1998-11-01 14.699097540938899
1998-12-01 14.791664916777698
1999-01-01 14.976141344922599
1999-02-01 15.255927449115200
1999-03-01 15.168996116639303
1999-04-01 15.173863954304400
1999-05-01 15.236100626028700
1999-06-01 15.196400815970199
1999-07-01 15.405108110283100
1999-08-01 15.421626430018101
1999-09-01 15.380461403398199
1999-10-01 15.503876920784302
1999-11-01 15.505511795741901
1999-12-01 15.689049832384601
2000-01-01 15.671550029942500
2000-02-01 15.651504861916802
2000-03-01 15.767915884283500
2000-04-01 16.567247505517300
2000-05-01 16.643653873198400
2000-06-01 16.588063647415500
2000-07-01 16.297780109268100
2000-08-01 16.312773763825700
2000-09-01 16.401947757547100
2000-10-01 16.498471661488800
2000-11-01 16.416004041303000
2000-12-01 16.394148269259500
2001-01-01 16.286203955452300
2001-02-01 16.053691114473500
2001-03-01 15.885966394622100
2001-04-01 15.646240695054100
2001-05-01 15.428837566977402
2001-06-01 15.367634708590500
2001-07-01 14.996947906165900
2001-08-01 15.000796702373801
2001-09-01 14.895880650265800
2001-10-01 14.597936036896200
2001-11-01 14.419631980215199
2001-12-01 14.203237486477802
2002-01-01 14.204991222793500
2002-02-01 14.260900459559300
2002-03-01 14.122675492418999
2002-04-01 14.133392937248800
2002-05-01 14.017712280261600
2002-06-01 13.948706493353601
2002-07-01 13.897351080054099
2002-08-01 13.884674408003098
2002-09-01 13.876278586222100
2002-10-01 13.906146170689599
2002-11-01 13.924990733042800
2002-12-01 13.906122413360000
2003-01-01 13.931434420074000
2003-02-01 13.962505605366198
2003-03-01 13.939755276034800
2003-04-01 14.028621033444700
2003-05-01 14.009002742625599
2003-06-01 13.831294822910099
2003-07-01 13.997353673244400
2003-08-01 13.978366723973400
2003-09-01 13.868208785575499
2003-10-01 13.813502168536901
2003-11-01 13.722771070247700
2003-12-01 13.598741450298000
2004-01-01 13.551823932565000
2004-02-01 13.463041871769500
2004-03-01 13.552752603229600
2004-04-01 13.526224747368500
2004-05-01 13.605564683092199
2004-06-01 13.620805775025499
2004-07-01 13.499646102418001
2004-08-01 13.480282082353801
2004-09-01 13.460863489009900
2004-10-01 13.419161287344698
2004-11-01 13.420477638020900
2004-12-01 13.383354653975600
2005-01-01 13.364043397693301
2005-02-01 13.265120157754100
2005-03-01 12.959308118530700
2005-04-01 12.922873217382600
2005-05-01 12.899410030397801
2005-06-01 12.819673461663301
2005-07-01 12.907723725863098
2005-08-01 12.893160091045198
2005-09-01 12.960458884250698
2005-10-01 12.824801785453000
2005-11-01 12.814738568985300
2005-12-01 12.861488651871099
2006-01-01 12.763223445507500
2006-02-01 12.761879081533301
2006-03-01 12.756798736590400
2006-04-01 12.725617490049501
2006-05-01 12.600079309619100
2006-06-01 12.627413084312401
2006-07-01 12.613133673464400
2006-08-01 12.204944150050900
2006-09-01 12.259364998586800
2006-10-01 12.229298909234900
2006-11-01 12.111251515679500
2006-12-01 12.045545209471300
2007-01-01 11.957170396099100
2007-02-01 11.956557820483000
2007-03-01 11.948107175175300
2007-04-01 12.026750596830300
2007-05-01 12.003596240048400
2007-06-01 12.044046484335900
2007-07-01 11.916997017836099
2007-08-01 11.914755792296901
2007-09-01 11.963214399273100
2007-10-01 11.932261389689698
2007-11-01 11.910109449717200
2007-12-01 11.831692439694700
2008-01-01 11.851662882105998
2008-02-01 11.744873929292199
2008-03-01 11.639439256677699
2008-04-01 11.728430413101700
2008-05-01 11.607174711158500
2008-06-01 11.464815447419697
2008-07-01 11.417068423592598
2008-08-01 11.316375881459200
2008-09-01 11.266899803370800
2008-10-01 11.130034379093098
2008-11-01 11.112881276016400
2008-12-01 11.033122352244801
2009-01-01 10.837592352629500
2009-02-01 10.739458046857300
2009-03-01 10.636193426777900
2009-04-01 10.429169090808800
2009-05-01 10.306727698978500
2009-06-01 10.182583647542199
2009-07-01 10.111958312014600
2009-08-01 10.013320328344700
2009-09-01 9.862318947061010
2009-10-01 9.829650909131690
2009-11-01 9.715840167238461
2009-12-01 9.645355707308570
2010-01-01 9.725450591855331
2010-02-01 9.534102368313200
2010-03-01 9.540813529755841
2010-04-01 9.434205518025680
2010-05-01 9.405330840221280
2010-06-01 9.392835243319200
2010-07-01 9.402177544850010
2010-08-01 9.304086111615570
2010-09-01 9.462620693800940
2010-10-01 9.429193388275800
2010-11-01 9.420375730084160
2010-12-01 9.461353366205000
2011-01-01 9.420997270767170
2011-02-01 9.424541305147300
2011-03-01 9.345744284832960
2011-04-01 9.439053089609100
2011-05-01 9.507471170637820
2011-06-01 9.392652639106940
2011-07-01 9.387713748433061
2011-08-01 9.392071657699480
2011-09-01 9.359998126997850
2011-10-01 9.433325072074780
2011-11-01 9.423024663488810
2011-12-01 9.482500088343551
2012-01-01 9.520340182349290
2012-02-01 9.519963122212150
2012-03-01 9.554852702045070
2012-04-01 9.543694032516570
2012-05-01 9.507637175096080
2012-06-01 9.484988489107650
2012-07-01 9.271544016671381
2012-08-01 9.378193409514240
2012-09-01 9.454892545205000
2012-10-01 9.335486067166120
2012-11-01 9.326247554265490
2012-12-01 9.305343822219669
2013-01-01 9.319913677672730
2013-02-01 9.326691991935720
2013-03-01 9.270227314228220
2013-04-01 9.240500524073030
2013-05-01 9.309056629140619
2013-06-01 9.276526029557340
2013-07-01 9.251159309106430
2013-08-01 9.269102949960170
2013-09-01 9.242387188230259
2013-10-01 9.241016562917330
2013-11-01 9.230143522148270
2013-12-01 9.120604919303801
2014-01-01 9.117271278857789
2014-02-01 9.239352667415359
2014-03-01 9.182278994130820
2014-04-01 9.240359540989440
2014-05-01 9.213568284994500
2014-06-01 9.267776053998471
2014-07-01 9.331232189049311
2014-08-01 9.361581525417140
2014-09-01 9.333132383912929
2014-10-01 9.339137531700170
2014-11-01 9.436077508315071
2014-12-01 9.434394945625450
2015-01-01 9.519476355666070
2015-02-01 9.449348637688509
2015-03-01 9.589221275628190
2015-04-01 9.538836366043110
2015-05-01 9.722587644983571
2015-06-01 9.658528845668530
2015-07-01 9.614598094593381
2015-08-01 9.855246700341000
2015-09-01 9.824545123419860
2015-10-01 9.841694735946831
2015-11-01 9.838958929911330
2015-12-01 9.944557118547720
2016-01-01 9.921409495318570
2016-02-01 9.956974148982840
2016-03-01 9.992289741005061
2016-04-01 10.137941830318100
2016-05-01 10.129781395301300
2016-06-01 10.154369137027599
2016-07-01 10.202880385455600
2016-08-01 10.152252240865600
2016-09-01 10.217951926450500
2016-10-01 10.240562366022600
2016-11-01 10.239171297749401
2016-12-01 10.344204828811900
2017-01-01 10.431293323308800
2017-02-01 10.363916279820900
2017-03-01 10.394046542833600
2017-04-01 10.428557018866600
2017-05-01 10.435353254248302
2017-06-01 10.549982461235400
2017-07-01 10.605287899276801
2017-08-01 10.654091589457900
2017-09-01 10.716581515048200
2017-10-01 10.839398420853698
2017-11-01 10.832570466626300
2017-12-01 10.838125857576099
2018-01-01 10.836726956260900
2018-02-01 11.069065072550600
2018-03-01 11.093246793967301
2018-04-01 11.023030778522802
2018-05-01 11.143012994963600
2018-06-01 11.147343625176699
2018-07-01 11.117737893997400
2018-08-01 11.158852122067900
2018-09-01 11.116838124466900
2018-10-01 11.029353684288800
2018-11-01 11.119381388639200
2018-12-01 11.023224566237399
2019-01-01 11.042422800834000
2019-02-01 11.178430235293300
2019-03-01 10.994677249436199
2019-04-01 11.220093977550599
2019-05-01 11.247153568309300
2019-06-01 11.243125118380199
2019-07-01 11.438459992185500
2019-08-01 11.467307605642700
2019-09-01 11.519174107554600
2019-10-01 11.522124269949100
2019-11-01 11.596781826676400
2019-12-01 11.708572932388899
2020-01-01 11.642216556009000
2020-02-01 11.689230027291998
2020-03-01 11.795642887277500
2020-04-01 11.925444305099699
2020-05-01 11.952797900143398
2020-06-01 12.041489549836399
2020-07-01 11.955725076834900
2020-08-01 12.076838353641300
2020-09-01 12.117812592768100
2020-10-01 12.313190300657500
2020-11-01 12.378673632095001
2020-12-01 12.483112878711300
2021-01-01 12.641921958242099
2021-02-01 12.706239480504400
2021-03-01 12.801149971733400
2021-04-01 12.831565502373900
2021-05-01 12.857398335099099
2021-06-01 12.833877292309500
2021-07-01 13.070329189974300
2021-08-01 13.189262047995902
2021-09-01 13.319480677688501
2021-10-01 13.502302437200699
2021-11-01 13.362757791749699
2021-12-01 13.463953551246400
2022-01-01 13.434236980005199
2022-02-01 13.318570965857502
2022-03-01 13.206295452407598
2022-04-01 13.239064920962901
2022-05-01 13.463329454017199
2022-06-01 13.529931273179299
2022-07-01 13.479723200260699
2022-08-01 13.399088658975401
2022-09-01 13.417885297920598
2022-10-01 13.391163955060700
2022-11-01 13.457579789395500
2022-12-01 13.352841465950000

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