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Cancel Culture_2021-01-14_02-17-05.xlsx (experimental version)
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From:
NodeXLExcelAutomator
Uploaded on:
January 14, 2021
Short Description:
Cancel Culture via NodeXL https://bit.ly/3bCTH1O
@georgetakei
@thehill
@lynnjohnstonlit
@therecount
@repmattgaetz
@ap
@im_x1
@markmobs
@jim_jordan
@slpng_giants

Top hashtags:
#cancelculture
#seditionisbadforbusiness
#theview
#trump
#repliques
#accountability

Description:
Description
The graph represents a network of 9,417 Twitter users whose tweets in the requested range contained "Cancel Culture", or who were replied to or mentioned in those tweets. The network was obtained from the NodeXL Graph Server on Thursday, 14 January 2021 at 10:26 UTC.

The requested start date was Thursday, 14 January 2021 at 01:01 UTC and the maximum number of days (going backward) was 14.

The maximum number of tweets collected was 7,500.

The tweets in the network were tweeted over the 2-day, 1-hour, 8-minute period from Monday, 11 January 2021 at 15:42 UTC to Wednesday, 13 January 2021 at 16:51 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 : 9417
Unique Edges : 5484
Edges With Duplicates : 9473
Total Edges : 14957
Number of Edge Types : 5
Retweet : 4500
MentionsInRetweet : 5312
Replies to : 1924
Mentions : 1882
Tweet : 1339
Self-Loops : 1364
Reciprocated Vertex Pair Ratio : 0.00555177883525946
Reciprocated Edge Ratio : 0.0110422535211268
Connected Components : 1958
Single-Vertex Connected Components : 803
Maximum Vertices in a Connected Component : 4223
Maximum Edges in a Connected Component : 8620
Maximum Geodesic Distance (Diameter) : 23
Average Geodesic Distance : 6.707898
Graph Density : 0.000100089689383857
Modularity : 0.615881
NodeXL Version : 1.0.1.442
Data Import : The graph represents a network of 9,417 Twitter users whose tweets in the requested range contained "Cancel Culture", or who were replied to or mentioned in those tweets. The network was obtained from the NodeXL Graph Server on Thursday, 14 January 2021 at 10:26 UTC.

The requested start date was Thursday, 14 January 2021 at 01:01 UTC and the maximum number of days (going backward) was 14.

The maximum number of tweets collected was 7,500.

The tweets in the network were tweeted over the 2-day, 1-hour, 8-minute period from Monday, 11 January 2021 at 15:42 UTC to Wednesday, 13 January 2021 at 16:51 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 : GraphServerTwitterSearch
Graph Term : Cancel Culture
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:
[121] https://thehill.com/homenews/administration/533996-eric-trump-business-cancellations-part-of-liberal-cancel-culture
[45] https://twitter.com/mikedebonis/status/1349383159587229698
[23] https://twitter.com/thehill/status/1349376931360350209
[23] https://twitter.com/davidfolkenflik/status/1349028024130416644
[21] https://twitter.com/JakeSherman/status/1349391554859962373
[20] https://twitter.com/MeetThePress/status/1349369689227603968
[14] https://twitter.com/jakesherman/status/1349391554859962373
[12] https://www.huffpost.com/entry/eric-trump-cancel-culture-donald-trump_n_5ffea933c5b66f3f79626f45
[12] https://twitter.com/AP/status/1349182891855671302
[11] https://apnews.com/article/eric-trump-cancel-culture-78f8e2fa29715e142a281bd6480c0782

Top URLs in Tweet in G1:
[17] https://twitter.com/thehill/status/1349376931360350209
[10] https://twitter.com/jakesherman/status/1349391554859962373
[9] https://twitter.com/JakeSherman/status/1349391554859962373
[8] https://apnews.com/article/eric-trump-cancel-culture-78f8e2fa29715e142a281bd6480c0782
[7] https://www.huffpost.com/entry/eric-trump-cancel-culture-donald-trump_n_5ffea933c5b66f3f79626f45
[5] https://twitter.com/dawsonbuchanan_/status/1349175838521106436
[5] https://twitter.com/mikedebonis/status/1349383159587229698
[4] https://twitter.com/emiliemunson/status/1349009647701811202
[3] https://www.nytimes.com/2020/11/19/style/loretta-ross-smith-college-cancel-culture.html?smid=tw-share
[3] https://www.dailywire.com/news/bryan-cranston-cancel-culture-kills-forgiveness

Top URLs in Tweet in G2:
[1] https://twitter.com/ryanlizza/status/1349195913571545089

Top URLs in Tweet in G3:
[2] https://twitter.com/jakesherman/status/1349391554859962373
[1] https://twitter.com/AP/status/1349182891855671302
[1] https://www.politico.com/magazine/story/2016/04/donald-trump-marvin-roffman-casino-lawsuit-213855
[1] https://twitter.com/kyledcheney/status/1349013158548144129
[1] https://www.orlandosentinel.com/politics/os-ne-rick-scott-fundraising-20210111-u7aqlbs7z5ajtalugaaqncp3k4-story.html

Top URLs in Tweet in G4:
[110] https://thehill.com/homenews/administration/533996-eric-trump-business-cancellations-part-of-liberal-cancel-culture
[4] https://www.newsweek.com/republicans-blame-cancel-culture-capitol-backlash-1561121?utm_term=Autofeed&utm_medium=Social&utm_source=Twitter#Echobox=1610554368
[1] https://www.dailymail.co.uk/news/article-9134387/National-Guard-troops-stand-watch-Capitol-DC-braces-inauguration-protests.html
[1] https://www.dailymail.co.uk/news/article-9141239/Eric-Trump-says-father-victim-cancel-culture-REFUSES-answer-Trump-incited-mob.html

Top URLs in Tweet in G5:
[2] https://twitter.com/mikedebonis/status/1349383159587229698
[1] https://twitter.com/mmcauliff/status/1349196195206471687
[1] https://twitter.com/therecount/status/1349343537914122242
[1] https://twitter.com/jakesherman/status/1349391554859962373
[1] https://twitter.com/JakeSherman/status/1349391554859962373

Top URLs in Tweet in G6:
[22] https://twitter.com/davidfolkenflik/status/1349028024130416644
[7] https://twitter.com/AinLyin/status/1349359646063144962
[2] https://twitter.com/schwartzesque/status/1349396241164226560
[1] https://twitter.com/halliejackson/status/1348989570029924355

Top URLs in Tweet in G7:
[1] http://bumfights.com
[1] https://sullivansayssocal.com/register/monthly-all-access/

Top URLs in Tweet in G8:
[2] https://thehill.com/homenews/administration/533996-eric-trump-business-cancellations-part-of-liberal-cancel-culture
[1] https://www.cnn.com/2017/09/15/opinions/trump-tweets-on-terror-internet-london-bergen/index.html
[1] https://twitter.com/repmattgaetz/status/1349165250759811075
[1] https://thehill.com/homenews/house/533759-house-gop-leader-tells-members-to-quit-spreading-lies-on-riot-antifa

Top URLs in Tweet in G9:
[1] https://twitter.com/SRuhle/status/1349382112982540289
[1] https://twitter.com/thehill/status/1349021333317967873
[1] https://twitter.com/AnneMcCloyNews/status/1346519347125231616?s=20
[1] https://twitter.com/EliseStefanik/status/1349010639457550337
[1] https://twitter.com/stephanie_murr/status/1349007774286540806
[1] https://twitter.com/jaketapper/status/1349012076300296195
[1] https://twitter.com/rogerpodacter77/status/1349012785003421702
[1] https://twitter.com/eyeroll_shrugs/status/1349012357054345218
[1] https://twitter.com/jaketapper/status/1348642906559676429

Top URLs in Tweet in G10:
[3] https://www.huffpost.com/entry/eric-trump-cancel-culture-donald-trump_n_5ffea933c5b66f3f79626f45
[3] https://www.dailymail.co.uk/news/article-9141239/Eric-Trump-says-father-victim-cancel-culture-REFUSES-answer-Trump-incited-mob.html
[3] https://apnews.com/article/eric-trump-cancel-culture-78f8e2fa29715e142a281bd6480c0782
[2] https://thehill.com/homenews/administration/533996-eric-trump-business-cancellations-part-of-liberal-cancel-culture
[1] https://twitter.com/ap/status/1349182891855671302
[1] https://twitter.com/thehill/status/1349376931360350209
[1] https://twitter.com/davidfolkenflik/status/1349028024130416644
[1] http://www.msn.com/en-us/news/politics/constitutional-scholar-alan-dershowitz-calls-cancel-culture-new-mccarthyism/ar-BB1cGU3B?ocid=st
[1] http://www.msn.com/en-us/news/politics/voa-reporter-demoted-after-asking-pompeo-if-he-regrets-saying-trump-would-have-a-second-term/ar-BB1cGMM3?ocid=st
[1] https://twitter.com/CNNPolitics/status/1348970745859346432

Top Domains
Top Domains in Tweet in Entire Graph:
[520] twitter.com
[129] thehill.com
[35] upflow.co
[22] youtube.com
[20] co.uk
[18] yahoo.com
[18] apnews.com
[17] huffpost.com
[11] washingtonpost.com
[11] dailywire.com

Top Domains in Tweet in G1:
[239] twitter.com
[33] upflow.co
[9] apnews.com
[8] nytimes.com
[8] thehill.com
[7] huffpost.com
[6] dailywire.com
[5] co.uk
[4] yahoo.com
[4] toddstarnes.com

Top Domains in Tweet in G2:
[1] twitter.com

Top Domains in Tweet in G3:
[4] twitter.com
[1] politico.com
[1] orlandosentinel.com

Top Domains in Tweet in G4:
[110] thehill.com
[4] newsweek.com
[2] co.uk

Top Domains in Tweet in G5:
[6] twitter.com

Top Domains in Tweet in G6:
[32] twitter.com

Top Domains in Tweet in G7:
[1] bumfights.com
[1] sullivansayssocal.com

Top Domains in Tweet in G8:
[3] thehill.com
[1] cnn.com
[1] twitter.com

Top Domains in Tweet in G9:
[9] twitter.com

Top Domains in Tweet in G10:
[4] twitter.com
[3] huffpost.com
[3] co.uk
[3] apnews.com
[2] thehill.com
[2] msn.com
[1] newsmax.com

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[38] cancelculture
[16] seditionisbadforbusiness
[8] theview
[6] trump
[6] repliques
[5] accountability
[4] seditionhasconsequences
[4] smartnews
[4] mondaythoughts
[4] harrassment



Top Hashtags in Tweet in G1:
[21] cancelculture
[5] theview
[3] freedomofspeech
[2] sports
[2] politics
[2] accountability
[2] trump
[2] inauguration2021
[2] perceptions
[2] observations

Top Hashtags in Tweet in G2:
[1] fuckyourfeelings
[1] cryharder
[1] losers

Top Hashtags in Tweet in G3:
[1] actionshaveconsequences

Top Hashtags in Tweet in G4:
[2] canceltrump
[2] defundhate
[2] nevertrump
[2] rico
[2] cancelhateculture
[1] trumpcult
[1] seditionhasconsequences
[1] erictrump

Top Hashtags in Tweet in G5:
[1] gymjordan
[1] cancelculture
[1] hypocrisy
[1] resign
[1] cancel
[1] jimjordanmustresign
[1] jimjordansupportscopkillers
[1] moringjoe

Top Hashtags in Tweet in G7:
[1] invisiblehand
[1] gopseditioustraitors
[1] resignnow
[1] terroristsympathizer
[1] seditionist
[1] whitesupremacist
[1] poll
[1] brokenrecord
[1] briansicknick
[1] accountability

Top Hashtags in Tweet in G8:
[1] trumpinsurrection

Top Hashtags in Tweet in G9:
[1] consequencesculture
[1] indictmentsarecoming
[1] harvardinstituteofpolitics

Top Hashtags in Tweet in G10:
[3] theview
[2] seditionist
[2] freespeech
[1] fascist
[1] traitor
[1] criminal
[1] canceltrump
[1] lockthemup
[1] trumpcrimefamily
[1] isupportbigtech

Top Words
Top Words in Tweet in Entire Graph:
[7436] cancel
[6752] culture
[1815] right
[1552] far
[1526] businesses
[926] people
[868] trump
[774] georgetakei
[745] serve
[743] whoever

Top Words in Tweet in G1:
[828] cancel
[812] culture
[108] people
[84] trump
[51] media
[43] social
[42] right
[39] being
[37] worse
[34] one

Top Words in Tweet in G2:
[1450] far
[1450] right
[1450] businesses
[792] cancel
[755] georgetakei
[725] serve
[725] whoever
[725] ck
[724] cul
[38] culture

Top Words in Tweet in G3:
[347] rep
[344] canceling
[188] people
[185] therecount
[176] jordan
[175] president
[173] jim
[173] oh
[173] guys
[172] disagree

Top Words in Tweet in G4:
[305] cancel
[300] culture
[272] thehill
[249] trump
[125] business
[121] eric
[121] organization
[119] ties
[118] liberal
[114] cut

Top Words in Tweet in G5:
[267] cancel
[225] culture
[105] jim_jordan
[66] doesn
[66] impeachment
[65] unity
[64] healing
[64] happen
[53] daveweigel
[45] really

Top Words in Tweet in G6:
[407] culture
[240] cancel
[168] lynnjohnstonlit
[168] actions
[167] wanting
[167] associated
[167] someone
[167] called
[166] cultu
[38] actually

Top Words in Tweet in G7:
[188] cancel
[183] culture
[129] markfooterman
[118] gopleader
[49] consequences
[30] wsj
[29] johncornyn
[28] people
[28] work
[27] trump

Top Words in Tweet in G8:
[177] repmattgaetz
[172] republican
[171] congress
[171] deplatformed
[171] corporate
[171] pacs
[171] before
[171] deplatform
[171] take
[21] cancel

Top Words in Tweet in G9:
[214] culture
[173] cancel
[61] consequences
[49] thing
[47] bgrueskin
[43] harvard
[42] rickhasen
[41] harvardiop
[41] publius3007
[41] american

Top Words in Tweet in G10:
[130] cancel
[128] culture
[90] trump
[37] erictrump
[32] more
[26] think
[25] criminal
[23] don
[22] exactly
[22] fire

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[6054] cancel,culture
[1499] far,right
[746] right,cancel
[741] right,businesses
[741] businesses,serve
[739] cancel,cul
[739] serve,whoever
[739] whoever,ck
[739] ck,businesses
[739] businesses,far

Top Word Pairs in Tweet in G1:
[765] cancel,culture
[42] social,media
[33] purge,begun
[33] begun,cancel
[33] culture,worse
[33] worse,social
[33] media,tyranny
[33] tyranny,increasing
[22] eric,trump
[20] 'cancel,culture'

Top Word Pairs in Tweet in G2:
[1450] far,right
[725] right,businesses
[725] businesses,serve
[725] serve,whoever
[725] whoever,ck
[725] ck,businesses
[725] businesses,far
[725] right,cancel
[724] georgetakei,far
[724] cancel,cul

Top Word Pairs in Tweet in G3:
[173] rep,jim
[173] jim,jordan
[173] jordan,oh
[172] oh,canceling
[172] canceling,president
[172] president,canceling
[172] canceling,people
[172] people,guys
[172] guys,disagree
[172] disagree,rep

Top Word Pairs in Tweet in G4:
[280] cancel,culture
[118] trump,organization
[118] liberal,cancel
[114] cut,ties
[111] thehill,eric
[110] eric,trump
[110] trump,blasts
[110] blasts,business
[110] business,cut
[110] ties,trump

Top Word Pairs in Tweet in G5:
[223] cancel,culture
[64] unity,healing
[64] healing,doesn
[64] doesn,happen
[64] happen,cancel
[64] culture,impeachment
[63] jim_jordan,unity
[42] really,invested
[42] invested,cancel
[42] culture,concept

Top Word Pairs in Tweet in G6:
[239] cancel,culture
[167] wanting,associated
[167] associated,someone
[167] someone,actions
[167] actions,cancel
[167] culture,called
[167] called,culture
[166] lynnjohnstonlit,wanting
[166] culture,cultu
[38] culture,actually

Top Word Pairs in Tweet in G7:
[175] cancel,culture
[118] markfooterman,gopleader
[50] gopleader,cancel
[26] johncornyn,wsj
[14] culture,consequences
[12] consequences,someone
[12] someone,work
[12] work,criminal
[11] pcrritesgood,markfooterman
[10] culture,private

Top Word Pairs in Tweet in G8:
[171] republican,congress
[171] congress,deplatformed
[171] deplatformed,corporate
[171] corporate,pacs
[171] pacs,before
[171] before,deplatform
[171] deplatform,take
[170] repmattgaetz,republican
[21] cancel,culture
[5] mattgaetz,cancel

Top Word Pairs in Tweet in G9:
[161] cancel,culture
[43] culture,consequences
[43] consequences,culture
[42] bgrueskin,rickhasen
[41] publius3007,bgrueskin
[41] rickhasen,cancel
[41] culture,american
[41] american,thing
[40] harvard,harvardiop
[31] harvardiop,kennedy_school

Top Word Pairs in Tweet in G10:
[120] cancel,culture
[22] criminal,trump
[21] donald,trump
[21] trump,definition
[21] definition,cancel
[21] culture,don
[21] don,exactly
[21] exactly,trump
[21] trump,directs
[21] directs,unethical

Top Replied-To
Top Replied-To in Entire Graph:
@thehill
@markfooterman
@ap
@elisestefanik
@sarahhuckabee
@sruhle
@mikedebonis
@therickwilson
@jim_jordan
@jakesherman

Top Replied-To in G2:
@georgetakei
@aaronblake

Top Replied-To in G3:
@therickwilson
@therecount
@yamiche
@badlegaltakes
@gop
@juliettekayyem
@aaronblake
@sperrin20
@louisemensch
@gregggonsalves

Top Replied-To in G4:
@thehill
@newsweek
@mmcauliff
@kirtap_fly
@jarvisgoogoo
@edwards21228
@stocks1112

Top Replied-To in G5:
@mikedebonis
@jim_jordan
@jakesherman
@daveweigel
@mtgreenee
@adityasood
@honordecency
@jaycaruso
@markfooterman
@stockexchangesh

Top Replied-To in G6:
@lynnjohnstonlit
@schwartzesque

Top Replied-To in G7:
@markfooterman
@sruhle
@johncornyn
@therealhoarse
@projectlincoln
@annsnell14
@bananahamarama
@chasetmanderson
@steveschmidtses
@byajperez

Top Replied-To in G8:
@mattgaetz
@repmattgaetz
@cvpayne
@lonniebradfor17
@thankfullymeks

Top Replied-To in G9:
@elisestefanik
@jaketapper
@rogerpodacter77
@eyeroll_shrugs
@repstefanik
@mmcauliff
@yashar
@olivianuzzi
@bgrueskin
@davidhogg111

Top Replied-To in G10:
@erictrump
@thehill
@foxnews
@secpompeo
@joesquawk
@danscavino
@mike_pence
@ivankatrump
@donaldjtrumpjr
@rubinreport

Top Mentioned
Top Mentioned in Entire Graph:
@georgetakei
@therecount
@thehill
@repmattgaetz
@lynnjohnstonlit
@slpng_giants
@beckerdavidj
@gopleader
@wearedrilled
@patbagley

Top Mentioned in G1:
@allisonrbond
@heresathought
@ajmissu
@conscioustheo
@wasthatrose
@scoutwithbryan
@m3jstile
@rivertamydn
@perccyjacksun

Top Mentioned in G2:
@georgetakei
@coryhogan_
@aaronblake

Top Mentioned in G3:
@therecount
@repraskin
@bbuchman_cns
@gop
@therickwilson
@mimilu
@neal_katyal
@rosie
@davidcorndc
@tribelaw

Top Mentioned in G4:
@thehill
@callieemcm
@kirtap_fly
@soloflow786
@newsweek
@dintmentalfloss
@andyzimmerman2
@s_ha_dum
@suemayart
@jkpitts

Top Mentioned in G5:
@jim_jordan
@daveweigel
@honordecency
@replizcheney
@liz_cheney
@jakesherman
@gf14_
@jeremy_chappell
@housegop
@mikedebonis

Top Mentioned in G6:
@lynnjohnstonlit
@d_hawk
@mspowahs
@lowbudg8steve
@rabbimarkasherg
@page88
@schwartzesque
@therecount
@slpng_giants
@cmclymer

Top Mentioned in G7:
@gopleader
@markfooterman
@wsj
@johncornyn
@pcrritesgood
@tnicholsmd
@churchlady320
@projectlincoln
@kfs78
@peposed

Top Mentioned in G8:
@repmattgaetz
@mattgaetz
@vmlinuz_kernel
@cvpayne
@thehill
@theangiestanton
@jim_jordan
@plchristian
@janegal00036592

Top Mentioned in G9:
@bgrueskin
@rickhasen
@harvard
@harvardiop
@publius3007
@kennedy_school
@repstefanik
@jaketapper
@elisestefanik
@mattyglesias

Top Mentioned in G10:
@erictrump
@twitter
@donaldjtrumpjr
@foxnews
@newsmax
@realdonaldtrump
@pgatour
@ivankatrump
@alandersh
@kypatriot17

Top Tweeters
Top Tweeters in Entire Graph:
@robinsnewswire
@tinamarie_80s
@pparzival
@independent
@globalissuesweb
@mharvey816
@flight_refunds
@ligayaloyola
@sudeepkhatri
@lechatnoire4

Top Tweeters in G1:
@globalissuesweb
@new_narrative
@edourdoo
@wltx
@kbaileyjava2
@udnspeak4me
@m3jstile
@tweetarrazzi
@bigaerosmithfan
@gretcheninok

Top Tweeters in G2:
@jorge_c_ny
@mtmarilyn2
@dbble5
@johnnydee62
@mijomojo1
@ae4ca
@contenttba
@ve10ve
@dishgirl4
@daddylou13

Top Tweeters in G3:
@katcapps
@walmart
@penndragonart
@newsjunkie60
@wandainparis
@iamsophianelson
@therickwilson
@removegopnow
@jdclarke
@zaswadosaze

Top Tweeters in G4:
@thehill
@reneevoicebrand
@nasty_woman2
@norsemndem
@ebscbwi
@haolethai
@surfcityphoto
@gaynycdad
@newsweek
@ovigho

Top Tweeters in G5:
@dunnclan
@americanmom01
@woodwardwoodw11
@bluepolitics_
@daveweigel
@eegarim
@socalmd54
@sylviab26189116
@cassomalley1
@dsquared75

Top Tweeters in G6:
@mharvey816
@ligayaloyola
@kmjeezy
@teckiegirl
@dvanhook822
@notacquiescing
@flightbomb
@vonkarama
@submarine_guy
@hernameisjuan

Top Tweeters in G7:
@buffaloon
@cindyceemerson
@jimmya_shook1s
@wsj
@gallerychapel
@careerfed
@ft
@churchlady320
@_l1vy_
@lghcox

Top Tweeters in G8:
@interimspace
@sforklr
@toadonawire
@karasoth
@cvpayne
@joesantos316
@janegal00036592
@rainrainlong
@ktcougar13
@abbyandleo

Top Tweeters in G9:
@miss_placed_
@lrozen
@karoli
@sagehillfarms
@jaketapper
@yashar
@thedemcoalition
@landolfi
@rickhasen
@pxljedi

Top Tweeters in G10:
@dcexaminer
@foxnews
@mailonline
@abc
@realmattcouch
@lindalawrey
@2tweetaboutit
@theeconomist
@mdteresa
@npr


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