fake news, Twitter, 2/20/2019 1:25:13 AM, 187342


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fake news_2019-02-19_13-58-19.xlsx
fake news_2019-02-19_13-58-19.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
February 20, 2019
Short Description:
fake news via NodeXL http://bit.ly/2SKemZE
@realdonaldtrump
@cnn
@twitter
@panchariya21
@donaldjtrumpjr
@weedgiesyabass
@damiancollins
@carolecadwalla
@dineshdsouza
@balwantsbisht1

Top hashtags:
#kashmir
#qanon
#spiegel_fakenews
#stopfakenewsagainstsrk
#fakenews

Description:
Description
The graph represents a network of 6,824 Twitter users whose tweets in the requested range contained "fake news", or who were replied to or mentioned in those tweets. The network was obtained from the NodeXL Graph Server on Tuesday, 19 February 2019 at 21:59 UTC.

The requested start date was Tuesday, 19 February 2019 at 01:01 UTC and the maximum number of tweets (going backward in time) was 5,000.

The tweets in the network were tweeted over the 1-day, 0-hour, 11-minute period from Sunday, 17 February 2019 at 19:27 UTC to Monday, 18 February 2019 at 19:39 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 : 6824
Unique Edges : 7994
Edges With Duplicates : 443
Total Edges : 8437
Number of Edge Types : 3
Mentions : 6651
Replies to : 957
Tweet : 829
Self-Loops : 829
Reciprocated Vertex Pair Ratio : 0.00472334682860999
Reciprocated Edge Ratio : 0.0094022834116857
Connected Components : 1067
Single-Vertex Connected Components : 307
Maximum Vertices in a Connected Component : 3353
Maximum Edges in a Connected Component : 4972
Maximum Geodesic Distance (Diameter) : 29
Average Geodesic Distance : 8.394886
Graph Density : 0.000159900680736609
Modularity : 0.875438
NodeXL Version : 1.0.1.408

Top Influencers: Top 10 Vertices, Ranked by Betweenness Centrality
Top URLs
Top URLs in Tweet in Entire Graph:
[49] https://zeenews.india.com/hindi/india/up-uttarakhand/uttarakhabd-police-launch-a-fir-against-jnu-activist-shehla-rashid-for-spreading-fake-news/499934?utm_source=twitter
[26] https://www.theguardian.com/technology/2019/feb/18/facebook-fake-news-investigation-report-regulation-privacy-law-dcms
[21] https://republicadecuritiba.net/2019/02/18/bolsonaro-desmente-fake-news-sobre-direitos-trabalhistas/
[18] https://www.reddit.com/r/technology/comments/arxit3/uk_government_claims_facebook_deliberately/?utm_source=ifttt
[16] https://twitter.com/luzmelyreyes/status/1097133871508979712
[13] https://www.mediamatters.org/blog/2014/06/04/lara-logan-back-at-cbs-as-questions-linger-over/199604
[13] https://www.theguardian.com/technology/2019/feb/18/facebook-fake-news-investigation-report-regulation-privacy-law-dcms?CMP=share_btn_tw
[9] https://twitter.com/realDonaldTrump/status/1097113815672647681
[8] https://www.poynter.org/fact-checking/2019/this-website-impersonated-a-fact-checking-outlet-to-publish-fake-news-stories/
[7] https://www.itv.com/news/2019-02-18/fake-news-examples-pope-trump-pizzagate-clinton/

Top URLs in Tweet in G1:
[4] https://www.newyorker.com/news/our-columnists/a-weak-and-rambling-president-declares-a-fake-national-emergency?utm_social-type=owned&utm_source=twitter&mbid=social_twitter&utm_medium=social&utm_brand=tny
[3] https://twitter.com/usweekly/status/1097512333587505152
[2] https://twitter.com/i/moments/1096525023483838464
[2] https://www.politico.eu/article/un-special-rapporteur-donald-trump-worst-perpetrator-of-fake-news/
[1] https://www.thegatewaypundit.com/2019/02/writer-temporarily-suspended-by-twitter-for-questioning-if-alexandria-ocasio-cortez-put-her-boyfriend-on-payroll/
[1] https://twitter.com/donaldjtrumpjr/status/1097484141678022656
[1] https://twitter.com/leahr77/status/1097568825070022656
[1] https://www.washingtonpost.com/news/global-opinions/wp/2017/12/11/the-polish-government-is-cracking-down-on-private-media-in-the-name-of-combating-fake-news/?mc_cid=c32c0ff8a8&mc_eid=0c98b215d0&noredirect=on&utm_campaign=c32c0ff8a8-EMAIL_CAMPAIGN_2017_12_12&utm_medium=email&utm_source=Communications&utm_term=.d5cb852818d0
[1] https://www.palmerreport.com/analysis/very-ugly-surface-trump-donald/16061/
[1] https://twitter.com/gqmagazine/status/1090387915149111301

Top URLs in Tweet in G2:
[3] https://hindi.opindia.com/?p=17090
[2] https://twitter.com/Shehla_Rashid/status/1096770640135081985
[2] https://www.rediff.com/news/special/busting-fake-news-who-funds-whom/20180408.htm
[2] https://twitter.com/D_Roopa_IPS/status/1097051426633719808
[1] https://twitter.com/PriyaDutt_INC/status/1096776320154038273
[1] https://twitter.com/yehlog/status/1097512367607271426
[1] https://hindi.opindia.com/fact-check/fake-news-by-reuters-about-kashmiri-students/
[1] https://hindi.opindia.com/opinion/social-issues/barkha-dutt-shehla-rashid-manish-sisodiya-quint-etc-indulge-in-fake-news-peddling-and-false-narrative-building/
[1] https://rightlog.in/2019/02/crpf-kashmir-left-liberal-fake-news-01/
[1] https://twitter.com/OmarAbdullah/status/1097368235421388802?s=19

Top URLs in Tweet in G3:
[18] https://www.reddit.com/r/technology/comments/arxit3/uk_government_claims_facebook_deliberately/?utm_source=ifttt
[7] https://www.theguardian.com/technology/2019/feb/18/facebook-fake-news-investigation-report-regulation-privacy-law-dcms
[6] https://twitter.com/itmediasentinel/status/1066426767542550528
[4] https://www.theguardian.com/technology/2019/feb/18/facebook-fake-news-investigation-report-regulation-privacy-law-dcms?CMP=share_btn_tw
[3] https://qalerts.app/posts/?n=2788
[2] https://www.rawstory.com/2019/02/trump-melts-twitter-latest-snl-portrayal-freak-fake-news-nbc/
[2] https://www.youtube.com/watch?time_continue=263&v=Yh3fez9CyXg&ab_channel=AJ%2B
[2] https://twitter.com/realDonaldTrump/status/1097116612279316480
[2] https://www.cbc.ca/news/business/radio-shows-featured-fraudsters-1.5015962
[2] https://www.parliament.uk/business/committees/committees-a-z/commons-select/digital-culture-media-and-sport-committee/news/fake-news-report-published-17-19/

Top URLs in Tweet in G4:
[3] https://www.theguardian.com/technology/2019/feb/18/facebook-fake-news-investigation-report-regulation-privacy-law-dcms
[2] https://www.cnn.com/2019/02/17/tech/facebook-fake-news-disinformation-report/index.html
[2] https://www.parliament.uk/business/committees/committees-a-z/commons-select/digital-culture-media-and-sport-committee/news/fake-news-report-published-17-19/
[2] https://houseofcommons.shorthandstories.com/dcms-committee-disinformation-fake-news/index.html
[2] https://www.parliament.uk/business/committees/committees-a-z/commons-select/digital-culture-media-and-sport-committee/inquiries/parliament-2017/fake-news-17-19/
[2] https://www.theguardian.com/technology/2019/feb/18/facebook-fake-news-investigation-report-regulation-privacy-law-dcms?CMP=Share_AndroidApp_Copy_to_clipboard
[2] https://www.theguardian.com/technology/2019/feb/18/facebook-fake-news-investigation-report-regulation-privacy-law-dcms?CMP=share_btn_tw
[2] https://uk.reuters.com/article/uk-britain-eu-lidington/britain-having-useful-discussions-on-brexit-with-brussels-minister-idUKKCN1Q70M2
[1] https://twitter.com/profcarroll/status/1097310431515983872
[1] https://www.theguardian.com/technology/2019/feb/17/parliamentary-report-facebook-stricter-regulations?CMP=share_btn_tw

Top URLs in Tweet in G5:
[3] https://www.redjournalists.com/trump-calls-for-action-against-tired-snl-and-fake-news-nbc/
[1] https://www.washingtonexaminer.com/news/bloomingdales-pulls-fake-news-t-shirt-and-apologizes-to-anyone-who-may-have-found-it-distressing
[1] https://twitter.com/mediacriticwny/status/1097172375580393474
[1] https://twitter.com/dbongino/status/1096824537075847173
[1] https://twitter.com/KamalaHarris/status/1097176598493650945

Top URLs in Tweet in G6:
[2] https://www.breitbart.com/the-media/2019/02/16/networks-refuse-cover-senates-no-russia-collusion-report/
[1] https://www.diamondandsilk.com/blog/2019/02/17/msm-spent-2202-minutes-covering-trump-russia-hoax-not-1-minute-new-senate-report-exonerating/
[1] http://www.fakehatecrimes.org
[1] https://twitter.com/BreitbartNews/status/1097566153130606592
[1] https://www.mediaite.com/columnists/the-news-medias-jussie-smollett-problem-is-far-bigger-than-just-him-and-its-helping-trump/
[1] https://www.foxnews.com/us/6-illegal-immigrants-arrested-in-nc-for-drug-trafficking-operation-officials-say.amp
[1] https://www.dailywire.com/news/43618/watch-cnns-camerota-says-network-was-skeptical-paul-bois
[1] https://www.washingtontimes.com/news/2019/feb/1/ellen-page-blames-mike-pence-for-jussie-smollett-a/
[1] https://www.youtube.com/watch?v=gsDDJlskEHU&feature=youtu.be

[1] https://twitter.com/michaelshermer/status/1097216523284795392

Top URLs in Tweet in G7:
[5] https://www.buzzfeed.com/neel__joshi/stay-aware-fake-news-about-srk-again-on-roll-3t22g
[2] https://www.latestly.com/social-viral/after-pulwama-terror-attack-this-old-fake-news-video-of-shah-rukh-khans-donation-to-pakistani-victims-goes-viral-648469.html
[2] https://twitter.com/iamrohitpc/status/1097121680483409920
[1] https://ctxt.es/es/20190213/Firmas/24450/fake-news-brexit-vice-dick-cheney-jonathan-martinez.htm
[1] http://bit.ly/2DVbajs
[1] https://twitter.com/mehtahansal/status/1097524759951077377
[1] http://ctxt.es/es/20190213/Firmas/24450/fake-news-brexit-vice-dick-cheney-jonathan-martinez.htm#.XGsISAtwdWU.twitter
[1] https://zeenews.india.com/hindi/india/up-uttarakhand/uttarakhabd-police-launch-a-fir-against-jnu-activist-shehla-rashid-for-spreading-fake-news/499934?utm_source=twitter
[1] https://twitter.com/ShekharGupta/status/1097412519944167424
[1] https://twitter.com/SRKsCombatant/status/1097515544587075584

Top URLs in Tweet in G8:
[1] https://twitter.com/VictorBlackwell/status/1096926679409352705
[1] https://amzn.to/2qhICdo
[1] https://twitter.com/gqmagazine/status/1090387915149111301

Top URLs in Tweet in G9:
[1] https://www.dailymail.co.uk/news/article-6717603/Malia-Obamas-secret-Facebook-account-reveals-anti-Trump-messages.html
[1] https://www.foxnews.com/entertainment/robin-roberts-says-cops-felt-jussie-smollett-was-credible-at-time-of-interview

Top URLs in Tweet in G10:
[1] https://www.zerohedge.com/news/2019-02-17/pelosi-quietly-deletes-tweet-slamming-racist-homophobic-attack-jussie-smoleett
[1] https://apple.news/A3NJ-i1_lQUaAqSBYy_JMSg

Top Domains
Top Domains in Tweet in Entire Graph:
[300] twitter.com
[57] theguardian.com
[51] india.com
[21] republicadecuritiba.net
[20] co.uk
[19] reddit.com
[19] com.br
[17] youtube.com
[16] parliament.uk
[13] mediamatters.org

Top Domains in Tweet in G1:
[16] twitter.com
[4] newyorker.com
[2] thegatewaypundit.com
[2] politico.eu
[1] washingtonpost.com
[1] palmerreport.com
[1] nytimes.com
[1] huffpost.com
[1] theatlantic.com
[1] youtube.com

Top Domains in Tweet in G2:
[15] twitter.com
[5] opindia.com
[2] india.com
[2] rediff.com
[1] rightlog.in
[1] uploaderleaks.com

Top Domains in Tweet in G3:
[88] twitter.com
[19] reddit.com
[15] theguardian.com
[7] youtube.com
[6] com.br
[5] co.uk
[4] qalerts.app
[4] atlantico.fr
[3] lifesitenews.com
[3] parliament.uk

Top Domains in Tweet in G4:
[10] theguardian.com
[6] parliament.uk
[3] twitter.com
[3] shorthandstories.com
[2] cnn.com
[2] reuters.com
[1] psyarxiv.com
[1] co.uk
[1] techmeme.com

Top Domains in Tweet in G5:
[3] twitter.com
[3] redjournalists.com
[1] washingtonexaminer.com

Top Domains in Tweet in G6:
[2] breitbart.com
[2] twitter.com
[1] diamondandsilk.com
[1] fakehatecrimes.org
[1] mediaite.com
[1] foxnews.com
[1] dailywire.com
[1] washingtontimes.com
[1] youtube.com
[1] postandcourier.com

Top Domains in Tweet in G7:
[5] buzzfeed.com
[5] twitter.com
[2] ctxt.es
[2] latestly.com
[1] bit.ly
[1] india.com
[1] youtube.com

Top Domains in Tweet in G8:
[2] twitter.com
[1] amzn.to

Top Domains in Tweet in G9:
[1] co.uk
[1] foxnews.com

Top Domains in Tweet in G10:
[1] zerohedge.com
[1] apple.news

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[102] kashmir
[92] qanon
[76] spiegel_fakenews
[67] stopfakenewsagainstsrk
[49] fakenews
[40] jussiesmollett
[33] shehlarashid
[26] maga
[20] hommerich
[18] trumpmanosfueradevenezuela



Top Hashtags in Tweet in G1:
[78] qanon
[6] maga
[6] rt
[2] trump2020
[2] maralardass
[2] conservativemsm
[2] trumpsupporters
[2] trump
[2] snl
[2] fox

Top Hashtags in Tweet in G2:
[99] kashmir
[9] shehlarashid
[7] kashmiri
[3] kashmiristudents
[3] bringbackalokbhatt
[2] exposedeshdrohis
[2] kashmiris
[2] fakenews
[2] crpf
[1] pulwamaattack

Top Hashtags in Tweet in G3:
[9] fakenews
[3] c4news
[2] maga
[2] trumptrain
[2] media
[2] business
[2] technology
[2] stopfakenewsagainstsrk
[2] socialmedia
[2] privacy

Top Hashtags in Tweet in G4:
[4] fakenews
[1] democracyisbroken
[1] disinformation
[1] cambridgeanalytica

Top Hashtags in Tweet in G5:
[11] jussiesmollethoax
[2] jussiesmollett

Top Hashtags in Tweet in G6:
[2] fakenews
[2] jessiesmolletthoax
[1] jussiesmollethoax
[1] cnn
[1] fakenewsmedia
[1] coupattempt
[1] ibelievedrsaad

Top Hashtags in Tweet in G7:
[61] stopfakenewsagainstsrk
[2] बादशाह
[2] exposedeshdrohis
[1] kickoutkavitakrishnan
[1] pulwamaencounter
[1] pulwamaattack
[1] removearticle370
[1] fakenewsaboutsrk
[1] pulwamaterrorattacks

Top Hashtags in Tweet in G8:
[36] jussiesmollett
[2] jussiesmolletthoax
[2] fakehatecrimes
[1] qanon
[1] wwg1wga
[1] trumpisright
[1] fakevictimjussie

Top Hashtags in Tweet in G9:
[1] wwg1wga
[1] maga
[1] kag

Top Hashtags in Tweet in G10:
[4] jussiesmollethoax
[4] covingtonhoax
[2] maga
[1] bardsofwar

Top Words
Top Words in Tweet in Entire Graph:
[2090] Words in Sentiment List#1: Positive
[10534] Words in Sentiment List#2: Negative
[235] Words in Sentiment List#3: Angry/Violent
[124051] Non-categorized Words
[136676] Total Words
[5417] fake
[4511] news
[679] media
[621] s
[517] t

Top Words in Tweet in G1:
[480] fake
[479] news
[435] realdonaldtrump
[231] less
[221] t
[213] nbc
[200] funny
[199] nothing
[199] live
[198] night

Top Words in Tweet in G2:
[296] fake
[285] news
[111] crpfindia
[104] students
[101] being
[101] media
[100] kashmir
[96] social
[95] harassment
[95] various

Top Words in Tweet in G3:
[308] fake
[296] news
[44] facebook
[26] government
[26] media
[26] uk
[25] spread
[22] claims
[21] s
[21] deliberately

Top Words in Tweet in G4:
[184] report
[176] news
[171] fake
[142] final
[139] carolecadwalla
[134] published
[132] inquiry
[113] curtain
[113] raiser
[113] wrote

Top Words in Tweet in G5:
[939] fake
[215] news
[190] dineshdsouza
[188] attacks
[181] allegations
[181] mexican
[181] american
[181] indian
[181] think
[181] re

Top Words in Tweet in G6:
[195] fake
[189] news
[149] cnn
[70] jussiesmollett
[58] jussie
[56] now
[55] everyone
[55] caught
[54] knows
[53] hey

Top Words in Tweet in G7:
[222] fake
[217] news
[147] iamsrk
[135] people
[74] someone
[68] more
[68] star
[67] compassionate
[66] saw
[66] meet

Top Words in Tweet in G8:
[187] fake
[178] news
[60] markdice
[49] media
[47] spreading
[46] maga
[41] democrats
[39] jussiesmollett
[38] realjameswoods
[38] white

Top Words in Tweet in G9:
[24] nothing
[22] birds
[22] feather
[22] stick
[22] together
[22] brings
[22] family
[22] closer
[22] shared
[22] hatred

Top Words in Tweet in G10:
[124] education4libs
[119] america
[105] 40
[105] years
[95] one
[94] dear
[94] liberals
[94] under
[94] more
[94] states

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[4086] fake,news
[293] news,fake
[249] spreading,fake
[217] news,nbc
[215] nothing,funny
[215] funny,tired
[214] live,fake
[214] saturday,night
[214] night,live
[213] tired,saturday

Top Word Pairs in Tweet in G1:
[418] fake,news
[196] saturday,night
[196] night,live
[195] nothing,funny
[195] funny,tired
[195] tired,saturday
[195] live,fake
[195] news,nbc
[194] nbc,question
[194] question,networks

Top Word Pairs in Tweet in G2:
[277] fake,news
[96] social,media
[95] students,kashmir
[94] advisory,fake
[94] news,harassment
[94] harassment,students
[94] kashmir,being
[94] being,propagated
[94] propagated,various
[94] various,miscreants

Top Word Pairs in Tweet in G3:
[247] fake,news
[22] spread,fake
[21] facebook,deliberately
[19] uk,government
[19] government,claims
[19] claims,facebook
[19] deliberately,frustrated
[19] frustrated,inquiry
[19] inquiry,online
[19] online,spread

Top Word Pairs in Tweet in G4:
[168] fake,news
[135] final,report
[114] news,published
[113] curtain,raiser
[113] raiser,wrote
[113] wrote,yesterday
[113] yesterday,final
[113] report,parliament's
[113] parliament's,inquiry
[113] inquiry,fake

Top Word Pairs in Tweet in G5:
[215] fake,news
[181] news,fake
[181] fake,attacks
[181] attacks,fake
[181] fake,allegations
[181] allegations,fake
[181] fake,mexican
[181] mexican,fake
[181] fake,american
[181] american,indian

Top Word Pairs in Tweet in G6:
[161] fake,news
[63] cnn,fake
[54] everyone,knows
[53] hey,cnn
[53] cnn,everyone
[53] knows,jussiesmollett
[53] jussiesmollett,lied
[53] lied,now
[53] now,caught
[53] caught,retweet

Top Word Pairs in Tweet in G7:
[208] fake,news
[68] news,iamsrk
[67] more,compassionate
[66] saw,fake
[66] iamsrk,meet
[66] meet,kinder
[66] kinder,more
[66] compassionate,star
[66] star,someone
[66] someone,helps

Top Word Pairs in Tweet in G8:
[152] fake,news
[47] spreading,fake
[36] montage,mainstream
[36] mainstream,media
[36] media,spreading
[36] news,jussiesmollett
[36] jussiesmollett,attacked
[36] attacked,white
[36] white,men
[36] men,maga

Top Word Pairs in Tweet in G9:
[22] birds,feather
[22] feather,stick
[22] stick,together
[22] together,nothing
[22] nothing,brings
[22] brings,family
[22] family,closer
[22] closer,shared
[22] shared,hatred
[22] hatred,past

Top Word Pairs in Tweet in G10:
[105] 40,years
[94] dear,liberals
[94] liberals,america
[94] america,under
[94] under,one
[94] one,more
[94] more,states
[94] states,national
[94] national,emergency
[94] emergency,past

Top Replied-To
Top Replied-To in Entire Graph:
@realdonaldtrump
@jeffreygoldberg
@cnn
@realjameswoods
@shehla_rashid
@secupp
@itvnews
@brianstelter
@d_extrovert
@irene_montero_

Top Replied-To in G1:
@realdonaldtrump
@qanon76
@gqmagazine
@ryanhillmi
@xxjtxxx
@jeffreygoldberg
@cnnee
@gopchairwoman
@katrovert
@lrihendry

Top Replied-To in G2:
@shehla_rashid
@d_extrovert
@reallyswara
@priyadutt_inc
@nidhi
@rubikaliyaquat
@asrarreeshi1
@shekhargupta
@delhipolice
@agathariq

Top Replied-To in G4:
@chukaumunna
@crisericballard
@mikeymike1

Top Replied-To in G6:
@cnn
@secupp
@msnbc
@dloesch
@stephenspeaksup
@usminority
@cbs
@nbcnews
@abcnetwork
@thewrap

Top Replied-To in G7:
@iamsrk
@kavita_krishnan
@indiatoday
@omarabdullah
@zeenewshindi
@vscheruvu
@sid_parvez
@bdutt
@sitansu_iss

Top Replied-To in G8:
@jeffreygoldberg
@realjameswoods
@kamalaharris
@donaldjtrumpjr
@meganpratz
@victorblackwell
@fastestdogz
@shellycov
@kevinivymcleod
@realdonaldtrump

Top Replied-To in G9:
@michaelcraddo16
@robinroberts
@shawng927
@caliicoder3
@onuegbuokeakpu

Top Replied-To in G10:
@education4libs
@charliekirk11
@dwc462

Top Mentioned
Top Mentioned in Entire Graph:
@realdonaldtrump
@dineshdsouza
@iamsrk
@carolecadwalla
@education4libs
@qanon76
@crpfindia
@el_pais
@irene_montero_
@jussiesmollett

Top Mentioned in G1:
@realdonaldtrump
@qanon76
@foxandfriends
@nbcnews
@lrihendry
@edkrassen
@acosta
@carminezozzora
@chrisjzullo
@mikevonirvin

Top Mentioned in G2:
@crpfindia
@shehla_rashid
@delhipolice
@alok_bhatt
@being_humor
@twitter
@bdutt
@uttarakhandcops
@twitterindia
@emanin

Top Mentioned in G3:
@bdtmo1
@coolstuffcheap
@kerrydotson

Top Mentioned in G4:
@carolecadwalla
@damiancollins
@commonscms
@davidlammy
@mikeymike1
@suewilson91
@profcarroll
@dcms_secofstate
@brexit_sham
@chrismartin76

Top Mentioned in G5:
@dineshdsouza
@danielledsouzag
@realdonaldtrump
@horowitz39
@markdice
@alpipkin
@rjnewsflash
@bhweingarten

Top Mentioned in G6:
@jussiesmollett
@cnn
@grahamallen_1
@rodstryker
@secupp
@diamondandsilk
@realdonaldtrump
@michaelshermer
@msnbc
@drawandstrike

Top Mentioned in G7:
@iamsrk
@mehtahansal
@himeshmankad
@kubbrasait
@shruvkhanna
@brijwasrkman
@joysrkian_
@srksrihanna
@ndtv
@ctxt_es

Top Mentioned in G8:
@markdice
@realjameswoods
@kamalaharris
@donaldjtrumpjr
@unseen1_unseen
@corybooker
@chatbycc
@jeffreygoldberg
@justbeatee
@jussiesmollett

Top Mentioned in G9:
@13_cupcakes
@stephen57036680
@einsteinmaga
@rl9631
@youlosenordys
@kathaleenharpe9
@astarklook
@bobbrinson1
@sc08960854
@bfspencer2

Top Mentioned in G10:
@education4libs
@bardsofwar
@sheriffclarke
@dineshdsouza
@realdonaldtrump
@thewillwitt
@finnfactor
@wandaredskins
@moonlight_the
@charliekirk11

Top Tweeters
Top Tweeters in Entire Graph:
@superalitita
@conelmazodando
@adrianat9735
@2001online
@parthpa07241800
@ladivinadiva
@elespectador
@insdatainter
@dondekojo
@cnnnews18

Top Tweeters in G1:
@netminnow
@carminezozzora
@skyjones55
@socialism4jobs
@betseybess
@appsame
@beenewsdaily
@lrihendry
@themorningspew
@coff33loveit

Top Tweeters in G2:
@parthpa07241800
@sengarajay505
@cpraghav
@harvansh_batra
@kailashwg
@ani
@zeenews
@mukulagarwal66
@visaradah
@alok_bhatt

Top Tweeters in G3:
@cahulaan
@eddwilson
@honestave
@el_verdugo38
@coinspectator
@_eugene___
@gobtrujillo
@mjcarty
@anoceanoftime
@tariquekhanjave

Top Tweeters in G4:
@billm9
@der_bluthund
@sunnysingh_n6
@helenyg
@zeno001
@jjdebenedictis
@speakupjulia
@cjfaraway
@prpeep
@sharonvt75

Top Tweeters in G5:
@gaetasusan
@jamess020770
@twittachicca
@noraconnor89
@mariannehofer
@terresapeterson
@debra_bonanno
@lizeady1
@rick_ingersoll
@alisand3

Top Tweeters in G6:
@paoegilles
@reneecarrollaz
@drawandstrike
@irritatedwoman
@rodstryker
@washingtonpost
@cnn
@neff630
@chrisloesch
@washtimes

Top Tweeters in G7:
@indiatoday
@ndtv
@yonovoto60
@i_am_ibbu
@mayer_doi
@jacykhan
@ctxt_es
@iamshuuu
@kashifsrkian
@reemhajar1

Top Tweeters in G8:
@joej2020usa
@chatbycc
@awhatdafudge
@tmz
@noahpinion
@rodgervarley
@theatlantic
@painelana
@upyours555
@silverkait

Top Tweeters in G9:
@_santa_barbara
@maggieb1b
@ntvnyr173
@mariandclough
@rparisee
@della1946
@royalmrbadnews
@dolly0811
@johnnyb371
@pjbowles4

Top Tweeters in G10:
@codeofpatriots
@heitmany
@tigerlady100
@traciirving1
@starlowell
@tiredofbs13
@gitcheegu
@jyonko77
@dsnicol2
@mltucker2


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