#misinformation, Twitter, 10/20/2019 4:56:49 PM, 213580


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#misinformation_2019-10-20_09-45-09.xlsx
#misinformation_2019-10-20_09-45-09.xlsx
From:
Connected Action NodeXL-Reports
Uploaded on:
October 20, 2019
Short Description:
#misinformation via NodeXL http://bit.ly/2qwSWlx
@rmesquita
@facebook
@firstdraftnews
@pagilchrist
@solomankarl
@411regan
@realdonaldtrump
@news_collab
@crcordray
@maricate

Top hashtags:
#misinformation
#fakenews
#disinformation
#cherrypicking
#cdnpoli
#morocco

Description:
Description
The graph represents a network of 1,296 Twitter users whose recent tweets contained "#misinformation", 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 Sunday, 20 October 2019 at 16:47 UTC.

The tweets in the network were tweeted over the 9-day, 3-hour, 54-minute period from Friday, 11 October 2019 at 12:49 UTC to Sunday, 20 October 2019 at 16:44 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

Top Influencers: Top 10 Vertices, Ranked by Betweenness Centrality
Top URLs
Top URLs in Tweet in Entire Graph:
[9] http://www.dlaignite.com/heard-fakenews-well-fakeviews/
[6] https://twitter.com/thehill/status/1184898901238845441
[4] https://twitter.com/ruthmkb/status/1185541000133054467
[4] http://www.sfu.ca/publicsquare/upcoming-events/facts-or-fiction.html
[3] https://www.cnn.com/2019/10/18/politics/syria-fact-check-readers-guide/index.html
[3] https://firstdraftnews.org/how-journalists-can-responsibly-report-on-manipulated-pictures-and-video/
[3] https://www.youtube.com/watch?v=v18S9b86acI&feature=youtu.be

[3] https://www.maalaimalar.com/news/national/2019/10/15130816/1266078/Picture-Of-Xi-Jinping-Dressed-In-Indian-Attire-Is.vpf
[3] https://arstechnica.com/information-technology/2019/10/troll-factory-turns-disinformation-campaigns-into-teaching-game/
[2] https://twitter.com/RosieBarton/status/1185195360563666944

Top URLs in Tweet in G1:
[4] https://twitter.com/thehill/status/1184898901238845441
[2] https://innerself.com/content/index.php?option=com_content&view=article&id=20601:how-to-help-kids-navigate-fake-news-and-misinformation-online&catid=592:parenting
[2] https://actionnetwork.org/petitions/tell-facebook-end-the-trump-exemption?source=twitter&
[1] https://community.worldbrain.io/t/how-worldbrain-io-tries-to-tackle-online-misinformation-polarisation/93
[1] https://twitter.com/ewarren/status/1181348866744098816
[1] https://www.smithsonianmag.com/smart-news/meet-the-money-behind-the-climate-denial-movement-180948204/?fbclid=IwAR1dUyzmafSDAaSMKKdVHVpyXAuG1w-GTSDrE54H_nsfs-aFbiBU8rXqlBw#yhiBukAYcJPDfIUC.01
[1] https://www.newsweek.com/twitter-executive-revealed-psyops-soldier-spreading-disinformation-across-social-media-1462406
[1] https://firstdraftnews.org/how-journalists-can-responsibly-report-on-manipulated-pictures-and-video/
[1] https://www.inverse.com/article/59929-deepfakes-porn-politics-ai-machine-learning-fact-checking
[1] https://twitter.com/ewarren/status/1183019901449113600

Top URLs in Tweet in G2:
[2] http://www.jornaldosconfins.com.br/?edition_id=3838cbb0-ef4c-11e9-b8d7-0cc47a0d15fd
[2] https://firstdraftnews.org/how-journalists-can-responsibly-report-on-manipulated-pictures-and-video/
[2] https://news.yahoo.com/social-networks-face-quandary-politics-misinformation-fight-020637285.html;_ylt=AwrC0CNKIp9dtSgASBnQtDMD;_ylu=X3oDMTEyNTNnbTQ3BGNvbG8DYmYxBHBvcwMxBHZ0aWQDQjgzMjBfMQRzZWMDc3I-
[2] https://www.blackbird.ai/
[1] http://www.jornaldosconfins.com.br/?edition_id=063c5220-f33a-11e9-b8d7-0cc47a0d15fd
[1] http://www.jornaldosconfins.com.br/?edition_id=b34c2990-ecf0-11e9-b8d7-0cc47a0d15fd
[1] http://www.jornaldosconfins.com.br/?edition_id=5c95a040-f015-11e9-b8d7-0cc47a0d15fd
[1] http://www.jornaldosconfins.com.br/?edition_id=b1c39c50-f1a7-11e9-b8d7-0cc47a0d15fd
[1] http://www.jornaldosconfins.com.br/?edition_id=dbf53550-f270-11e9-b8d7-0cc47a0d15fd
[1] https://www.niemanlab.org/2019/08/maybe-you-know-that-article-is-satire-but-a-lot-of-people-cant-tell-the-difference/

Top URLs in Tweet in G3:
[3] https://www.cnn.com/2019/10/18/politics/syria-fact-check-readers-guide/index.html
[1] https://threadreaderapp.com/thread/1184339174603788289.html

Top URLs in Tweet in G5:
[1] https://twitter.com/the_hindu/status/1184742383415480320
[1] https://crazzon.com/memes.php?memes=The-Real-Joker-Of-Indian-Media-Featuring-Godi-Media

Top URLs in Tweet in G6:
[1] https://edition.cnn.com/2019/10/11/politics/elizabeth-warren-facebook-ad/?utm_source=Pew+Research+Center&utm_campaign=17a0260470-EMAIL_CAMPAIGN_2019_10_14_01_24&utm_medium=email&utm_term=0_3e953b9b70-17a0260470-400835993
[1] https://twitter.com/ewarren/status/1183019880867680256
[1] https://twitter.com/ewarren/status/1183189927246340096

Top URLs in Tweet in G8:
[2] https://www.vubblepop.com/embed/video/cfcmedialab/why-do-some-people-fall-for-and-share-fake-news/253/
[1] https://www.thestar.com/politics/federal/2019/10/16/elizabeth-may-slams-jagmeet-singh-over-disgraceful-ndp-flyers.html
[1] https://twitter.com/ipoliticsca/status/1184273026524893184
[1] https://saskatchewanherald.com/2019/10/16/standing-down-green-liberal-campaigns-shift-support-to-ndp-to-avoid-vote-split/
[1] https://twitter.com/SaskHerald/header_photo
[1] https://www.cfr.org/blog/misinformation-threat-democracy-developing-world
[1] https://twitter.com/davidlammy/status/1185823991593918464
[1] https://twitter.com/RosieBarton/status/1185195360563666944
[1] https://twitter.com/RosieBarton/status/1185199188126130176

Top URLs in Tweet in G9:
[4] http://www.sfu.ca/publicsquare/upcoming-events/facts-or-fiction.html
[1] https://twitter.com/AsapSCIENCE/status/1184139873789325313
[1] https://www.youtube.com/watch?v=zHMD00-OcVw&feature=youtu.be

[1] https://www.youtube.com/watch?v=xpbcNz0epDc&feature=youtu.be

[1] https://www.youtube.com/watch?v=56QyWjsAxTg&feature=youtu.be

[1] https://twitter.com/SFUPublicSquare/status/1184848235053010944

Top URLs in Tweet in G10:
[1] https://twitter.com/SaludAmerica/status/1184845695418851329
[1] https://twitter.com/TobaccoFreeKids/status/1183884438310047746

Top Domains
Top Domains in Tweet in Entire Graph:
[91] twitter.com
[15] youtube.com
[9] dlaignite.com
[7] com.br
[7] maalaimalar.com
[6] cnn.com
[5] google.com
[5] socialmedialab.ca
[4] instagram.com
[4] yahoo.com

Top Domains in Tweet in G1:
[26] twitter.com
[3] instagram.com
[3] actionnetwork.org
[2] theverge.com
[2] innerself.com
[2] axios.com
[2] linkedin.com
[2] medium.com
[1] worldbrain.io
[1] smithsonianmag.com

Top Domains in Tweet in G2:
[7] com.br
[4] twitter.com
[3] yahoo.com
[2] google.com
[2] firstdraftnews.org
[2] newscollab.org
[2] poynter.org
[2] blackbird.ai
[1] niemanlab.org
[1] thehill.com

Top Domains in Tweet in G3:
[3] cnn.com
[1] threadreaderapp.com

Top Domains in Tweet in G5:
[1] twitter.com
[1] crazzon.com

Top Domains in Tweet in G6:
[2] twitter.com
[1] cnn.com

Top Domains in Tweet in G8:
[5] twitter.com
[2] vubblepop.com
[1] thestar.com
[1] saskatchewanherald.com
[1] cfr.org

Top Domains in Tweet in G9:
[4] sfu.ca
[3] youtube.com
[2] twitter.com

Top Domains in Tweet in G10:
[2] twitter.com

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[796] misinformation
[174] fakenews
[160] disinformation
[60] cherrypicking
[54] cdnpoli
[51] morocco
[39] facebook
[39] propaganda
[35] twitter
[32] politics



Top Hashtags in Tweet in G1:
[111] misinformation
[18] facebook
[17] fakenews
[11] socialmedia
[11] disinformation
[6] zuckerberg
[5] propaganda
[5] twitter
[5] lies
[5] news

Top Hashtags in Tweet in G2:
[62] misinformation
[30] fakenews
[17] whywefight
[10] disinformation
[6] electoraldemocracy
[5] nato
[4] facebook
[4] journalists
[3] deepfakes
[3] afp

Top Hashtags in Tweet in G3:
[64] misinformation
[61] disinformation
[60] cherrypicking
[3] syria
[3] kurds

Top Hashtags in Tweet in G4:
[3] misinformation
[1] leave
[1] brexitlies
[1] leaversareliars
[1] brexitmyth
[1] johnson

Top Hashtags in Tweet in G5:
[41] misinformation
[25] tukdetukdegang
[15] fakenews
[11] fakenewsmedia
[2] boycottmodia
[1] mahuamoitra
[1] tv
[1] expose
[1] inaccuratenews
[1] fiction

Top Hashtags in Tweet in G6:
[17] misinformation
[3] disinformation
[2] liesliesandmorelies
[2] propaganda
[2] separateisnotequal
[2] yess386
[2] dataprivacy
[1] makeamericacleanagain
[1] impeachandremove
[1] racism

Top Hashtags in Tweet in G7:
[51] morocco
[26] misinformation
[23] propaganda
[23] westernsahara
[14] vilification
[12] saharawi
[9] manipulation
[8] fakenews
[7] trolls
[7] False

Top Hashtags in Tweet in G8:
[21] misinformation
[7] elxn43
[4] cdnpoli
[4] disinformation
[3] fakenews
[3] electionday
[3] elxn2019
[3] lies
[2] brexit
[2] medialiteracy

Top Hashtags in Tweet in G9:
[14] misinformation
[7] cdnpoli
[7] elxn43
[5] doubtit
[4] fakenews
[4] democracy
[3] elexn43
[2] deepfake
[2] ourdemocracy
[1] elxn42

Top Hashtags in Tweet in G10:
[21] misinformation
[13] cdc
[11] corruption
[9] failuretoact
[2] notabot
[2] wevapewevote
[1] vapeban
[1] vapefam
[1] vaping
[1] lieslieslies

Top Words
Top Words in Tweet in Entire Graph:
[746] Words in Sentiment List#1: Positive
[1236] Words in Sentiment List#2: Negative
[27] Words in Sentiment List#3: Angry/Violent
[28594] Non-categorized Words
[30576] Total Words
[1023] #misinformation
[229] #disinformation
[205] #fakenews
[146] news
[117] misinformation

Top Words in Tweet in G1:
[112] #misinformation
[18] s
[18] #facebook
[17] #fakenews
[14] news
[11] #socialmedia
[11] #disinformation
[10] t
[10] misinformation
[9] more

Top Words in Tweet in G2:
[97] #misinformation
[48] reporting
[45] #disinformation
[40] news
[31] #fakenews
[27] new
[25] navigate
[25] video
[24] journalists
[24] tricky

Top Words in Tweet in G3:
[65] #misinformation
[62] 1
[62] 8
[62] #disinformation
[62] come
[62] many
[62] forms
[62] one
[62] certain
[60] #cherrypicking

Top Words in Tweet in G4:
[3] mindedmusically
[3] roblev0
[3] gazza41
[3] jag11814459
[3] activistftruth
[3] chrisgregson123
[3] swen28002
[3] nicko00127
[3] brianbloop
[3] sgtvance

Top Words in Tweet in G5:
[41] #misinformation
[28] spreading
[26] real
[26] indian
[26] stop
[26] zeenews
[26] aajtak
[26] #boycottmodia
[25] here
[25] #tukdetukdegang

Top Words in Tweet in G6:
[18] #misinformation
[8] realdonaldtrump
[5] ewarren
[5] need
[3] #disinformation
[3] spreading
[3] senatordurbin
[3] u
[3] based
[3] elected

Top Words in Tweet in G7:
[42] #morocco
[39] #westernsahara
[29] #misinformation
[25] #propaganda
[25] #saharawi
[22] #morocco's
[21] #vilification
[17] people
[14] #occupation
[13] beware

Top Words in Tweet in G8:
[23] #misinformation
[7] #elxn43
[7] s
[6] democracy
[6] andrewscheer
[4] #cdnpoli
[4] around
[4] threat
[4] #disinformation
[4] liberal_party

Top Words in Tweet in G9:
[42] #misinformation
[29] misinformation
[29] #cdnpoli
[29] #elxn43
[27] media
[25] morning
[22] sfupublicsquare
[21] vpl
[21] democracy
[20] canadian

Top Words in Tweet in G10:
[33] #misinformation
[30] people
[23] #notabot
[23] #corruption
[23] #wevapewevote
[18] cdcgov
[18] public
[13] head
[13] #cdc
[13] anesthesiologist

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[103] #disinformation,#misinformation
[86] #misinformation,#disinformation
[82] #fakenews,#misinformation
[62] 1,8
[62] come,many
[62] many,forms
[62] forms,one
[61] #misinformation,come
[60] 8,#disinformation
[60] one,#cherrypicking

Top Word Pairs in Tweet in G1:
[6] #fakenews,#misinformation
[6] #misinformation,#disinformation
[5] #100yearsofbeauty,#100yearsofbeautytaiwan
[5] #100yearsofbeautytaiwan,#100yob
[5] #100yob,#hairstyles
[5] #hairstyles,#misinformation
[5] #misinformation,#taiwan
[5] #taiwan,#taiwanese
[5] #taiwanese,#fashion
[4] social,media

Top Word Pairs in Tweet in G2:
[31] #misinformation,#disinformation
[24] journalists,navigate
[24] navigate,tricky
[24] tricky,ethical
[24] ethical,terrain
[24] terrain,comes
[24] comes,reporting
[24] reporting,manipulated
[24] manipulated,pictures
[24] pictures,video

Top Word Pairs in Tweet in G3:
[62] 1,8
[62] #disinformation,#misinformation
[62] come,many
[62] many,forms
[62] forms,one
[60] 8,#disinformation
[60] #misinformation,come
[60] one,#cherrypicking
[60] #cherrypicking,certain
[60] certain,pieces

Top Word Pairs in Tweet in G4:
[3] markwh2001,beakydruggan
[3] macid3000,the_leaver
[3] duggan_paul,bigbaybear
[3] awayfromthekeys,thinningontop
[3] davidmetroland,sunick51
[3] sunick51,iamashinybutton
[3] iamashinybutton,sqlblues
[3] cassiescheren1,charithruckmal
[3] kevinli13078672,markinnorthwest
[3] markinnorthwest,crassbstard

Top Word Pairs in Tweet in G5:
[25] here,real
[25] real,#tukdetukdegang
[25] #tukdetukdegang,hell
[25] hell,bent
[25] bent,dividing
[25] dividing,indian
[25] indian,society
[25] society,spreading
[25] spreading,hate
[25] hate,#misinformation

Top Word Pairs in Tweet in G6:
[3] elected,officials
[2] #disinformation,#misinformation
[2] care,people
[2] spreading,#misinformation
[2] #misinformation,#propaganda
[2] #separateisnotequal,#yess386
[2] recently,spoken
[2] spoken,elected
[2] officials,importance
[2] importance,#dataprivacy

Top Word Pairs in Tweet in G7:
[17] #saharawi,people
[16] #propaganda,#misinformation
[14] people,#westernsahara
[10] #morocco,state
[10] #westernsahara,#morocco
[9] beware,#morocco
[9] state,sponsored
[9] illegal,#occupation
[7] #trolls,#propaganda
[7] right,#selfdetermination

Top Word Pairs in Tweet in G8:
[3] head,#electionday
[3] #electionday,#elxn43
[3] #elxn43,#elxn2019
[3] #elxn2019,let's
[3] let's,try
[3] try,remain
[3] remain,skeptical
[3] skeptical,think
[3] think,critically
[3] critically,read

Top Word Pairs in Tweet in G9:
[25] misinformation,media
[23] #cdnpoli,#elxn43
[19] media,canadian
[15] #elxn43,#misinformation
[14] register,now
[13] 17,early
[13] early,morning
[13] canadian,democracy
[10] sfupublicsquare,vpl
[10] oct,17

Top Word Pairs in Tweet in G10:
[13] head,#cdc
[13] #cdc,anesthesiologist
[13] anesthesiologist,half
[13] half,job
[13] job,literally
[13] literally,keeping
[13] keeping,patient
[13] patient,breathing
[13] breathing,know
[13] know,lung

Top Replied-To
Top Replied-To in Entire Graph:
@abc
@thepeeinghuman
@lungassociation
@cddwestafrica
@somedocs
@hudsonsbay
@jptasker
@pantaphobious
@malarone12
@pjschuster

Top Replied-To in G2:
@thehill
@ynb
@dbryanjones
@nbcnews
@1776freedomnow

Top Replied-To in G3:
@gordonshumway66

Top Replied-To in G4:
@mindedmusically
@225_jules
@mistymadam

Top Replied-To in G5:
@thepeeinghuman
@pradip103
@thedeshbhakt

Top Replied-To in G6:
@realdonaldtrump
@perlmutations
@whitehouse
@ewarren
@senatordurbin
@whatdadilio
@pni46
@maureen55495271
@manny_funes
@seanhannity

Top Replied-To in G7:
@malarone12
@maimasah
@un
@talsisouad
@tout_sur_sahra
@filaliabba
@brit_bob
@infomarrueccos
@saharaquestion
@moroccancitize3

Top Replied-To in G8:
@davidptarrant
@gray_mackenzie
@expatjake
@brianlilley
@spikesmom4
@nikkikaurcpc
@lakecitygirl
@georgegouveia31

Top Replied-To in G9:
@sfucmns
@jagdeeshmann

Top Replied-To in G10:
@lungassociation

Top Mentioned
Top Mentioned in Entire Graph:
@firstdraftnews
@zeenews
@aajtak
@republic
@timesnow
@indiatvnews
@cnnnews18
@news18india
@victoriakwan_
@googlenewsinit

Top Mentioned in G2:
@firstdraftnews
@victoriakwan_
@googlenewsinit
@facebook
@admire2mare
@blackbird_ai
@propornot
@whatsapp
@diflams
@poynter

Top Mentioned in G3:
@windthin

Top Mentioned in G4:
@roblev0
@gazza41
@jag11814459
@activistftruth
@chrisgregson123
@swen28002
@nicko00127
@brianbloop
@sgtvance
@david19531501

Top Mentioned in G5:
@zeenews
@aajtak
@republic
@timesnow
@indiatvnews
@cnnnews18
@news18india
@shehzad_ind
@zeenewshindi
@mahuamoitra

Top Mentioned in G6:
@realdonaldtrump
@ewarren
@betnot
@gop
@facebook
@repandybiggsaz
@jasonchaffetz
@seanhannity
@us_fda
@charliebakerma

Top Mentioned in G7:
@morocco_un
@un
@pbrothwood
@ukun_newyork
@_africanunion
@samissionny
@usun
@chinamission2un
@russiaun
@sanchezserra

Top Mentioned in G8:
@andrewscheer
@liberal_party
@ndp
@canadiangreens
@ctvnews
@pnpcbc
@cfcmedialab
@jcmackinn
@monica_barona
@cpc_hq

Top Mentioned in G9:
@sfupublicsquare
@vpl
@sfudialogue
@attctrlpod
@jagdeeshmann
@thediscourse
@natobserver
@asapscience
@lisalaflammectv
@lindsaysample

Top Mentioned in G10:
@cdcgov

Top Tweeters
Top Tweeters in Entire Graph:
@tmobilehelp
@ns_online
@isidormeyer1
@cnnnews18
@schestowitz
@guillermoesnal
@thehill
@threadreaderapp
@santchiweb
@globeandmail

Top Tweeters in G1:
@schestowitz
@beccanalia
@gadflyquebec
@perceiver1219
@social411now
@brandilynn4ever
@lynmcain
@gianlucasgueo
@mishichoudhary
@riddens_

Top Tweeters in G2:
@thehill
@santchiweb
@cybersec_feeds
@nbcnews
@pagilchrist
@ynb
@propornot
@debgroarke
@bbbcccnnn
@rizviuzair

Top Tweeters in G3:
@threadreaderapp
@tinamorphis
@teakinrj
@letat_lechat
@mary_swilling
@laurendownsouth
@lulu82824
@genecowan
@jrlvr88
@zen_soul

Top Tweeters in G4:
@sunick51
@mindedmusically
@markinnorthwest
@awayfromthekeys
@davidmetroland
@roblev0
@swen28002
@the_leaver
@bigbaybear
@duggan_paul

Top Tweeters in G5:
@cnnnews18
@indiatvnews
@timesnow
@aajtak
@nikhil_p_b
@news18india
@zeenews
@sarahtitus0306
@republic
@zeenewshindi

Top Tweeters in G6:
@betnot
@solomankarl
@foxandfriends
@justbementalist
@not_paulrevere
@realdonaldtrump
@gop
@hardasshelen
@itweetynerd
@perlmutations

Top Tweeters in G7:
@elfulecosahraui
@arabeman2012
@un
@saharaquestion
@brit_bob
@wsahara1
@africarepublic
@breikabeiba
@ukun_newyork
@csupiot

Top Tweeters in G8:
@ctvnews
@monica_barona
@cathyspence3
@expatjake
@lakecitygirl
@vubblepop
@pnpcbc
@serena_writes
@kkirkup
@liberal_party

Top Tweeters in G9:
@natobserver
@vanhappenings
@thetyee
@tanyapazzy
@grantrants
@sfu
@samaracda
@sfupublicsquare
@taslimjaffer
@asapscience

Top Tweeters in G10:
@knightblkrifle
@vapinxsmoker
@cdcgov
@gtp2nv
@simonroyal
@lungassociation
@lyssalou76
@ghostwolf1876
@alli_vapes
@pranavwagh


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