CMIP6, Twitter, 7/15/2020 1:27:53 PM, 230678


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CMIP6_2020-07-15_06-24-52.xlsx
CMIP6_2020-07-15_06-24-52.xlsx
From:
Connected Action NodeXL-Reports
Uploaded on:
July 15, 2020
Short Description:
CMIP6 via NodeXL https://bit.ly/30fI8Gm
@brandondaly2018
@atomalty
@ronnieressler
@feynmanfreaky
@junkscience
@xxxeerh
@ecosensenow
@tutkija5
@tlinnaluoto
@chrismartzwx

Top hashtags:
#cmip6
#grandsolarminimum
#adapt2030
#gotminiiceage
#miniiceage
#littleiceage

Description:
Description
The graph represents a network of 361 Twitter users whose recent tweets contained "CMIP6", or who were replied to or mentioned in those tweets, taken from a data set limited to a maximum of 18,000 tweets. The network was obtained from Twitter on Wednesday, 15 July 2020 at 13:25 UTC.

The tweets in the network were tweeted over the 8-day, 8-hour, 0-minute period from Tuesday, 07 July 2020 at 05:24 UTC to Wednesday, 15 July 2020 at 13:24 UTC.

Additional tweets that were mentioned in this data set were also collected from prior time periods. These tweets may expand the complete time period of the data.

There is an edge for each "replies-to" relationship in a tweet, an edge for each "mentions" relationship in a tweet, and a self-loop edge for each tweet that is not a "replies-to" or "mentions".

The graph is directed.

The graph's vertices were grouped by cluster using the Clauset-Newman-Moore cluster algorithm.

The graph was laid out using the Harel-Koren Fast Multiscale layout algorithm.


Author Description


Overall Graph Metrics
Vertices : 361
Unique Edges : 514
Edges With Duplicates : 266
Total Edges : 780
Number of Edge Types : 5
Replies to : 38
Mentions : 397
Tweet : 47
Retweet : 114
MentionsInRetweet : 184
Self-Loops : 47
Reciprocated Vertex Pair Ratio : 0.0315398886827458
Reciprocated Edge Ratio : 0.0611510791366906
Connected Components : 44
Single-Vertex Connected Components : 19
Maximum Vertices in a Connected Component : 210
Maximum Edges in a Connected Component : 493
Maximum Geodesic Distance (Diameter) : 9
Average Geodesic Distance : 4.262487
Graph Density : 0.00427823945829486
Modularity : 0.629093
NodeXL Version : 1.0.1.437
Data Import : The graph represents a network of 361 Twitter users whose recent tweets contained "CMIP6", or who were replied to or mentioned in those tweets, taken from a data set limited to a maximum of 18,000 tweets. The network was obtained from Twitter on Wednesday, 15 July 2020 at 13:25 UTC.

The tweets in the network were tweeted over the 8-day, 8-hour, 0-minute period from Tuesday, 07 July 2020 at 05:24 UTC to Wednesday, 15 July 2020 at 13:24 UTC.

Additional tweets that were mentioned in this data set were also collected from prior time periods. These tweets may expand the complete time period of the data.

There is an edge for each "replies-to" relationship in a tweet, an edge for each "mentions" relationship in a tweet, and a self-loop edge for each tweet that is not a "replies-to" or "mentions".

Layout Algorithm : The graph was laid out using the Harel-Koren Fast Multiscale layout algorithm.
Graph Source : TwitterSearch
Graph Term : CMIP6
Groups : The graph's vertices were grouped by cluster using the Clauset-Newman-Moore cluster algorithm.
Edge Color : Edge Weight
Edge Width : Edge Weight
Edge Alpha : Edge Weight
Vertex Radius : Betweenness Centrality

Top Influencers: Top 10 Vertices, Ranked by Betweenness Centrality
Top URLs
Top URLs in Tweet in Entire Graph:
[7] https://agupubs.onlinelibrary.wiley.com/doi/full/10.1029/2019GL086749?cookieSet=1
[7] https://gmd.copernicus.org/articles/13/2945/2020/
[6] https://www.drroyspencer.com/2020/06/cmip6-climate-models-producing-50-more-surface-warming-than-observations-since-1979/
[6] https://www.climato-realistes.fr/les-modeles-climatiques-cmip6-produisent-50-de-rechauffement-de-surface-de-plus-que-les-observations-depuis-1979/
[4] http://www.drroyspencer.com/2020/06/cmip6-climate-models-producing-50-more-surface-warming-than-observations-since-1979/
[4] https://www.biogeosciences-discuss.net/bg-2020-229/
[3] https://os.copernicus.org/preprints/os-2020-66/
[3] http://www.drroyspencer.com/2020/07/hot-summer-epic-fail-new-climate-models-exaggerate-midwest-warming-by-6x/
[2] https://www.wcrp-climate.org/wgcm-cmip/wgcm-cmip6
[2] https://www.biogeosciences.net/17/3439/2020/

Top URLs in Tweet in G2:
[1] https://pcmdi.llnl.gov/CMIP6/
[1] https://www.wcrp-climate.org/wgcm-cmip/wgcm-cmip6

Top URLs in Tweet in G3:
[1] https://onlinelibrary.wiley.com/doi/abs/10.1029/2019MS001895

Top URLs in Tweet in G4:
[2] https://onlinelibrary.wiley.com/doi/abs/10.1029/2020GL088166
[1] https://agupubs.onlinelibrary.wiley.com/topic/vi-categories-19422466/earth-system-modeling-2018-2020/19422466?cookieSet=1
[1] https://gmd.copernicus.org/preprints/gmd-2020-153/
[1] https://gmd.copernicus.org/articles/13/2945/2020/

Top URLs in Tweet in G5:
[3] http://www.drroyspencer.com/2020/07/hot-summer-epic-fail-new-climate-models-exaggerate-midwest-warming-by-6x/

Top URLs in Tweet in G6:
[1] https://agupubs.onlinelibrary.wiley.com/doi/abs/10.1029/2019JD031736?cookieSet=1

Top URLs in Tweet in G7:
[1] https://www.drroyspencer.com/2020/06/cmip6-climate-models-producing-50-more-surface-warming-than-observations-since-1979/

Top URLs in Tweet in G8:
[2] https://gmd.copernicus.org/articles/13/2945/2020/
[2] https://www.climato-realistes.fr/les-modeles-climatiques-cmip6-produisent-50-de-rechauffement-de-surface-de-plus-que-les-observations-depuis-1979/
[1] http://www.drroyspencer.com
[1] https://www.tandfonline.com/doi/full/10.1080/16742834.2020.1778419
[1] http://balvenie.eklablog.com/les-modeles-climatiques-cmip6-produisent-50-de-rechauffement-de-surfac-a195123712
[1] https://discovery.ucl.ac.uk/id/eprint/10104438/
[1] https://doi.org/10.5194/bg-2020-229
[1] https://news-oceanacidification-icc.org/2020/07/10/twenty-first-century-ocean-warming-acidification-deoxygenation-and-upper-ocean-nutrient-and-primary-production-decline-from-cmip6-model-projections/
[1] https://www.youtube.com/watch?v=_98ZnqB6yL0

[1] https://www.nature.com/articles/s41598-020-68268-9

Top URLs in Tweet in G9:
[2] http://www.drroyspencer.com/2020/06/cmip6-climate-models-producing-50-more-surface-warming-than-observations-since-1979/

Top URLs in Tweet in G10:
[1] https://pielkeclimatesci.files.wordpress.com/2015/07/r-378.pdf

Top Domains
Top Domains in Tweet in Entire Graph:
[15] wiley.com
[14] copernicus.org
[14] drroyspencer.com
[7] climato-realistes.fr
[4] biogeosciences-discuss.net
[3] doi.org
[3] wcrp-climate.org
[2] carbonbrief.org
[2] linkedin.com
[2] biogeosciences.net

Top Domains in Tweet in G2:
[1] llnl.gov
[1] wcrp-climate.org

Top Domains in Tweet in G3:
[1] wiley.com

Top Domains in Tweet in G4:
[3] wiley.com
[2] copernicus.org

Top Domains in Tweet in G5:
[3] drroyspencer.com

Top Domains in Tweet in G6:
[1] wiley.com

Top Domains in Tweet in G7:
[1] drroyspencer.com

Top Domains in Tweet in G8:
[3] copernicus.org
[3] climato-realistes.fr
[3] doi.org
[2] wiley.com
[1] drroyspencer.com
[1] tandfonline.com
[1] eklablog.com
[1] ac.uk
[1] news-oceanacidification-icc.org
[1] youtube.com

Top Domains in Tweet in G9:
[2] drroyspencer.com

Top Domains in Tweet in G10:
[1] wordpress.com

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[12] cmip6
[8] grandsolarminimum
[6] adapt2030
[6] gotminiiceage
[6] miniiceage
[6] littleiceage
[6] earthchanges
[4] gold
[4] mustreadlater
[4] daviddubyne



Top Hashtags in Tweet in G4:
[1] cmip6
[1] gmdd
[1] gmd

Top Hashtags in Tweet in G8:
[2] gmd
[1] notaclimateemergency
[1] latestarticles
[1] cmip6
[1] obs4mips
[1] bg
[1] oceanography

Top Hashtags in Tweet in G9:
[1] climatebrawl
[1] gretathunberg

Top Words
Top Words in Tweet in Entire Graph:
[161] cmip6
[153] models
[145] climate
[80] observations
[79] warming
[61] more
[59] cmip5
[47] 50
[47] surface
[42] 1979

Top Words in Tweet in G1:
[2] thedisproof
[2] jimdtweet
[2] bubbasranch
[2] roypentland
[2] barbarajdurkin
[2] d_e_mol
[2] ibergwiesel
[2] narvuntien
[2] climatehope2
[2] riktheozfrog

Top Words in Tweet in G2:
[4] love_love7peace
[4] fcmfcs2019
[4] hms_indomitable
[4] danielmcdonald4
[4] sturmlliouville
[4] imatelly
[4] swcrisis
[4] corchem
[4] bobathon
[4] dribelo1

Top Words in Tweet in G3:
[3] simoruoho
[3] pekka_kangas
[3] arijlaaksonen
[3] ariihalainen
[3] koponentuomas
[3] jarska96
[3] hohheli
[3] xxxeerh
[3] jlehtira
[3] jarmoritola

Top Words in Tweet in G4:
[37] cmip6
[33] aerosol
[32] amoc
[27] historical
[24] forced
[24] changes
[24] simulations
[24] matthew_menary
[24] rpallanuk
[24] lj_wilcox

Top Words in Tweet in G5:
[64] models
[54] climate
[35] warming
[34] show
[26] cmip6
[24] more
[23] cmip5
[18] observations
[17] modelers
[17] increasingly

Top Words in Tweet in G6:
[2] clouds

Top Words in Tweet in G7:
[44] climate
[22] another
[22] major
[22] fail
[22] models
[22] producing
[22] 50
[22] more
[22] surface
[22] warming

Top Words in Tweet in G8:
[22] cmip6
[13] models
[8] observations
[7] 50
[6] warming
[6] cmip5
[6] climate
[6] model
[5] global
[4] modèles

Top Words in Tweet in G9:
[5] cmip6
[4] gretathunberg
[3] ericbruining
[3] paper
[3] solar
[3] models
[3] att
[2] geraldkutney
[2] tehmimzy
[2] batsflywest

Top Words in Tweet in G10:
[22] models
[18] self
[18] regulation
[15] climate
[13] cmip5
[13] cmip6
[9] 3c
[9] warmest
[9] 500mb
[9] last

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[71] climate,models
[51] warming,observations
[42] cmip6,models
[37] models,show
[31] models,producing
[31] producing,50
[31] 50,more
[31] more,surface
[31] surface,warming
[31] observations,1979

Top Word Pairs in Tweet in G1:
[2] thedisproof,jimdtweet
[2] jimdtweet,bubbasranch
[2] bubbasranch,roypentland
[2] roypentland,barbarajdurkin
[2] barbarajdurkin,d_e_mol
[2] d_e_mol,ibergwiesel
[2] ibergwiesel,narvuntien
[2] narvuntien,climatehope2
[2] climatehope2,riktheozfrog
[2] riktheozfrog,dardedar

Top Word Pairs in Tweet in G2:
[4] love_love7peace,fcmfcs2019
[4] fcmfcs2019,hms_indomitable
[4] hms_indomitable,danielmcdonald4
[4] danielmcdonald4,sturmlliouville
[4] sturmlliouville,imatelly
[4] imatelly,swcrisis
[4] swcrisis,corchem
[4] corchem,bobathon
[4] bobathon,dribelo1
[4] dribelo1,birdsared

Top Word Pairs in Tweet in G3:
[3] jlehtira,jarmoritola
[3] jyrivirmalainen,lehtolamarkus
[3] lehtolamarkus,utelias6
[3] utelias6,tutkija5
[3] tutkija5,humalojavesa
[3] humalojavesa,apulkkis
[3] apulkkis,takalojuho
[3] takalojuho,thaapaoja
[3] thaapaoja,coolsensus
[3] coolsensus,jyrkiitkonen

Top Word Pairs in Tweet in G4:
[27] cmip6,historical
[24] aerosol,forced
[24] forced,amoc
[24] amoc,changes
[24] changes,cmip6
[24] historical,simulations
[16] paper,aerosol
[16] simulations,matthew_menary
[16] matthew_menary,including
[16] including,rpallanuk

Top Word Pairs in Tweet in G5:
[34] models,show
[30] climate,models
[18] warming,observations
[17] climate,modelers
[17] modelers,increasingly
[17] increasingly,oblivious
[17] oblivious,observed
[17] observed,temperatures
[17] temperatures,cmip6
[17] cmip6,models

Top Word Pairs in Tweet in G7:
[22] another,major
[22] major,climate
[22] climate,fail
[22] fail,climate
[22] climate,models
[22] models,producing
[22] producing,50
[22] 50,more
[22] more,surface
[22] surface,warming

Top Word Pairs in Tweet in G8:
[5] cmip6,models
[4] climate,models
[4] modèles,climatiques
[4] climatiques,cmip6
[4] cmip6,produisent
[4] produisent,50
[4] 50,réchauffement
[4] réchauffement,surface
[4] surface,plus
[4] plus,observations

Top Word Pairs in Tweet in G9:
[2] geraldkutney,tehmimzy
[2] tehmimzy,ericbruining
[2] ericbruining,gretathunberg
[2] gretathunberg,batsflywest
[2] batsflywest,time
[2] solar,forcing
[2] cmip5,cmip6
[2] hon,vill

Top Word Pairs in Tweet in G10:
[18] self,regulation
[13] cmip6,models
[9] 3c,warmest
[9] warmest,500mb
[9] 500mb,last
[9] last,night
[9] night,self
[9] regulation,climate
[9] climate,system
[9] system,temperature

Top Replied-To
Top Replied-To in Entire Graph:
@ecosensenow
@love_love7peace
@robot3n
@tlinnaluoto
@thedisproof
@ryanthemato
@eljayces
@deadward_
@artsquares
@ericbruining

Top Replied-To in G1:
@thedisproof

Top Replied-To in G2:
@love_love7peace
@barrjcb
@harmsaeijs

Top Replied-To in G3:
@tlinnaluoto
@arijokimaki

Top Replied-To in G4:
@gabrielz_storm

Top Replied-To in G6:
@johnrmoffitt

Top Replied-To in G9:
@deadward_
@artsquares
@ericbruining
@krvast
@gretathunberg
@ericson_ubbhult
@aronflam

Top Replied-To in G10:
@ecosensenow

Top Mentioned
Top Mentioned in Entire Graph:
@matthew_menary
@rpallanuk
@lj_wilcox
@cassouman40
@jonirobson
@danhodson
@mikedel21893959
@fauntleroy1934
@medbennett
@d_e_mol

Top Mentioned in G1:
@jimdtweet
@bubbasranch
@roypentland
@barbarajdurkin
@d_e_mol
@ibergwiesel
@narvuntien
@climatehope2
@riktheozfrog
@dardedar

Top Mentioned in G2:
@fcmfcs2019
@hms_indomitable
@danielmcdonald4
@sturmlliouville
@imatelly
@swcrisis
@corchem
@bobathon
@dribelo1
@birdsared

Top Mentioned in G3:
@simoruoho
@pekka_kangas
@arijlaaksonen
@ariihalainen
@koponentuomas
@jarska96
@hohheli
@xxxeerh
@jlehtira
@jarmoritola

Top Mentioned in G4:
@matthew_menary
@rpallanuk
@lj_wilcox
@cassouman40
@jonirobson
@danhodson

Top Mentioned in G6:
@specape
@angiegr60130939
@drstevenhobbs
@hayespope
@jaarete1
@jmpeck69
@nazani14
@traderttt9
@gunsnrosesgirl3
@atacamagirl

Top Mentioned in G9:
@gretathunberg
@geraldkutney
@tehmimzy
@ericbruining
@batsflywest
@time
@katjamatthes
@poa_karlsson

Top Tweeters
Top Tweeters in Entire Graph:
@starcoreone02
@time
@batsflywest
@sotonohit
@twihusband
@ronnieressler
@anartdecodiva
@boggywood
@yleuutiset
@jantunenkaarina

Top Tweeters in G1:
@ronnieressler
@halleverkehrt
@no2wind
@dawntj90
@stormsignalsa
@roypentland
@barbarajdurkin
@paprikalady
@tyotoriffle
@rustyaway

Top Tweeters in G2:
@gloves78
@erlhel
@hms_indomitable
@noelturner194
@atomskssanakan
@sturmlliouville
@dcoronata
@dan613
@matt_clough
@tinfoilawards

Top Tweeters in G3:
@yleuutiset
@iltasanomat
@iltalehti_fi
@mvirtanen
@apulkkis
@ivanpuopolo
@jarska96
@hohheli
@kaihesa
@juhariis

Top Tweeters in G4:
@johnsam57668631
@geschichtenpost
@dougmcneall
@past_is_future
@fardos
@amosupdates
@lizthered
@rpallanuk
@cassouman40
@kar_amb

Top Tweeters in G5:
@jantunenkaarina
@krisluvsskiing
@craig73webster
@simonort3
@sookyblessingtn
@eloarefab
@madetojastig
@captcorbo
@voluntaryonly
@whirlwinde34

Top Tweeters in G6:
@twihusband
@anartdecodiva
@rjdownard
@johnrmoffitt
@drstevenhobbs
@nazani14
@stop_trump20
@madscikat
@shoreprogress
@txswede2010

Top Tweeters in G7:
@starcoreone02
@rogerxmathew
@utopianindigent
@beddoeroger
@josephbenning
@fredgeorg2
@junkscience
@labelitanswer
@terry803
@theconservative

Top Tweeters in G8:
@lisanke
@shanevanderhart
@ucl_discovery
@seyvam
@geomatlab
@copernicusunoff
@norberthekimian
@maeleamanche
@atmosscibot
@tardisthedocto1

Top Tweeters in G9:
@time
@batsflywest
@ericson_ubbhult
@geraldkutney
@poa_karlsson
@aronflam
@tehmimzy
@fernaeus7
@ericbruining
@gretathunberg

Top Tweeters in G10:
@boggywood
@cyclejunkie88
@rosenritter
@ecosensenow
@htservadac
@kirkkadish
@euphoguy
@janedryden4
@rogerapielkesr
@tmoran711


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