#IStandWithIlhanOmar, Twitter, 4/15/2019 5:36:49 PM, 193792


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#IStandWithIlhanOmar_2019-04-15_08-24-05.xlsx
#IStandWithIlhanOmar_2019-04-15_08-24-05.xlsx
From:
Connected Action NodeXL-Reports
Uploaded on:
April 15, 2019
Short Description:
#IStandWithIlhanOmar via NodeXL http://bit.ly/2UZBGCY
@georgetakei
@ilhanmn
@actbrigitte
@ilhan
@realdonaldtrump
@michellemalkin
@feministabulous
@bblululove
@hishamtawfiq
@scottpresler

Top hashtags:
#istandwithilhanomar
#istandwithilhan
#saturdaythoughts
#repomar

Description:
Description
The graph represents a network of 16,227 Twitter users whose recent tweets contained "#IStandWithIlhanOmar", 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 Monday, 15 April 2019 at 16:10 UTC.

The tweets in the network were tweeted over the 1-day, 2-hour, 31-minute period from Sunday, 14 April 2019 at 12:56 UTC to Monday, 15 April 2019 at 15:27 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 : 16227
Unique Edges : 21981
Edges With Duplicates : 2997
Total Edges : 24978
Self-Loops : 1544
Reciprocated Vertex Pair Ratio : 0.00138895319227742
Reciprocated Edge Ratio : 0.00277405335429285
Connected Components : 1035
Single-Vertex Connected Components : 744
Maximum Vertices in a Connected Component : 14674
Maximum Edges in a Connected Component : 23352
Maximum Geodesic Distance (Diameter) : 13
Average Geodesic Distance : 4.500884
Graph Density : 8.21460590123403E-05
Modularity : 0.709785
NodeXL Version : 1.0.1.410

Top Influencers: Top 10 Vertices, Ranked by Betweenness Centrality
Top URLs
Top URLs in Tweet in Entire Graph:
[133] https://twitter.com/ilhanmn/status/1117131634514583552
[48] https://twitter.com/ilhan/status/1117611712679694336
[39] https://twitter.com/Ilhan/status/1117611712679694336
[33] https://twitter.com/aterkel/status/1117608870250209281
[29] https://twitter.com/_SJPeace_/status/1116868370484404224
[29] https://www.youtube.com/watch?v=ybQCfCbkxUM

[26] https://twitter.com/cmclymer/status/1117065815621283841
[23] https://twitter.com/SpeakerPelosi/status/1117499876328267787
[17] https://twitter.com/NBCNews/status/1117499060536119296
[17] https://twitter.com/chrislhayes/status/1116824196427001856?s=21

Top URLs in Tweet in G1:
[3] https://twitter.com/_SJPeace_/status/1116868370484404224
[2] https://twitter.com/krassenstein/status/1117046831840669696
[1] https://twitter.com/krassenstein/status/1117783519353364481
[1] https://hopenothate.com/2019/04/05/twitters-revised-world-leader-policy-still-sanctioned-bullying/
[1] https://www.independent.co.uk/news/uk/home-news/hillsborough-disaster-latest-news-the-sun-boycott-fans-70-football-clubs-liverpool-sheffield-a7820391.html
[1] https://twitter.com/AOC/status/1117117898902970369
[1] https://twitter.com/IlhanMN/status/1117129879420657665
[1] https://twitter.com/SarahBurris/status/1117525935618760704
[1] https://twitter.com/RepAndyBarr/status/1116802528459595776
[1] https://twitter.com/aoc/status/1117117898902970369

Top URLs in Tweet in G2:
[2] https://politichatter.com/Admin
[1] https://twitter.com/ACTBrigitte/status/1117200656048316417
[1] https://www.waynedupree.com/ilhan-omar-fox-news/
[1] https://politichatter.com/
[1] https://gab.com/Norway4TRUMP/posts/54317901
[1] https://twitter.com/RealSaavedra/status/1117278836956094464
[1] https://twitter.com/JerryDunleavy/status/1088107798213378048
[1] https://twitter.com/AG_Conservative/status/1117150393199468545
[1] https://twitter.com/neontaster/status/1117080464320290822
[1] https://dailycaller.com/2019/01/23/ilhan-omar-covington-maga/

Top URLs in Tweet in G3:
[15] https://teespring.com/silhan2
[11] https://www.youtube.com/watch?v=ofmvFNNdzMw&feature=youtu.be

[4] https://twitter.com/MoveOn/status/1116864501838688256
[4] https://twitter.com/SpeakerPelosi/status/1117499876328267787
[4] https://twitter.com/speakerpelosi/status/1117499876328267787
[4] https://twitter.com/RepCummings/status/1117513764826505221
[3] https://twitter.com/EdKrassen/status/1117427789370667008
[3] https://twitter.com/IlhanMN/status/1117131634514583552
[3] https://hillreporter.com/trump-failed-to-make-pledged-9-11-donation-to-the-twin-towers-fund-in-year-after-the-attacks-30979
[3] https://twitter.com/Ilhan/status/1117611712679694336

Top URLs in Tweet in G4:
[10] https://www.pscp.tv/w/b4R8hTEyNzIxNTc3fDFkUktabUJMTHFEeEJHSjeZEIixq16JMtpoOe8q60LA1UgBdyxOvuc5Riomiw==
[7] https://www.elle.com/culture/celebrities/a27140387/i-stand-with-ilhan-omar-hashtag-trending/
[6] https://twitter.com/Ilhan/status/1117611712679694336
[4] https://secure.actblue.com/donate/defendilhan
[4] https://twitter.com/SpeakerPelosi/status/1117024803515445248
[3] https://www.theguardian.com/us-news/2019/apr/14/ilhan-omar-trump-9-11-september
[3] https://twitter.com/ilhan/status/1117611712679694336
[3] https://www.aljazeera.com/indepth/opinion/ilhan-omar-rashida-tlaib-show-muslim-women-don-saving-190226123014224.html
[3] https://shareblue.com/gop-congressman-dan-crenshaw-too-busy-9-11-firefighter/
[3] https://twitter.com/TwitterMoments/status/1117101410607357952

Top URLs in Tweet in G5:
[25] https://www.youtube.com/watch?v=ybQCfCbkxUM

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

[1] https://twitter.com/davereaboi/status/1117637192287961088
[1] https://www.twincities.com/2019/04/13/boy-thrown-from-mall-of-america-balcony-fighting-for-his-life-suspect-had-history-of-incidents-at-mall/
[1] https://twitter.com/watspn1013/status/1117000810104332289

Top URLs in Tweet in G6:
[21] https://twitter.com/Ilhan/status/1117611712679694336
[11] https://twitter.com/ilhan/status/1117611712679694336
[10] https://twitter.com/IlhanMN/status/1117131634514583552
[7] https://twitter.com/georgetakei/status/1117130881481814019
[7] https://twitter.com/aterkel/status/1117608870250209281
[6] https://twitter.com/staceyabrams/status/1117130952264884226
[6] https://twitter.com/GeorgeTakei/status/1117130881481814019
[5] https://twitter.com/IlhanMN/status/1117129879420657665
[5] https://twitter.com/nowthisnews/status/1117078269889843200
[5] https://twitter.com/krassenstein/status/1117046831840669696

Top URLs in Tweet in G7:
[16] https://twitter.com/_SJPeace_/status/1116868370484404224
[6] https://twitter.com/ilhanmn/status/1117130911210930178
[2] https://act.faithfulamerica.org/sign/Ilhan_Omar_Trump?akid=s123715..-s7uwC
[1] https://twitter.com/MoveOn/status/1117788728020303872
[1] https://twitter.com/ilhan/status/1117611712679694336
[1] https://twitter.com/MsMaheenAhmed/status/1117084384614473729

Top URLs in Tweet in G8:
[13] https://twitter.com/SpeakerPelosi/status/1117499876328267787
[2] https://twitter.com/AP/status/1117187723566243840?s=19
[2] https://twitter.com/kayajones/status/1116893591375368193
[1] https://twitter.com/realDonaldTrump/status/1117428291227533312
[1] https://twitter.com/realDonaldTrump/status/377947866641485824
[1] https://twitter.com/KNX1070/status/1117791176055148544
[1] https://www.elle.com/culture/celebrities/a27140387/i-stand-with-ilhan-omar-hashtag-trending/
[1] https://twitter.com/corybooker/status/1117125699993767939
[1] https://twitter.com/mehdirhasan/status/1117052483757592576
[1] https://twitter.com/justicedems/status/1117466797274480640

Top URLs in Tweet in G9:
[4] https://twitter.com/danclarkreports/status/1117044636026068992
[1] https://twitter.com/ilhanmn/status/1117131634514583552
[1] https://twitter.com/MoveOn/status/1116864501838688256
[1] https://www.nytimes.com/2019/04/13/us/politics/trump-ilhan-omar-sept-11.html
[1] https://twitter.com/jewishaction/status/1116872718723379200
[1] https://www.youtube.com/watch?v=jbesiN9Z-u4

[1] https://twitter.com/repjeffries/status/1117528196264734720
[1] https://twitter.com/kayajones/status/1116893591375368193
[1] https://twitter.com/womensmarch/status/1117103750110437382
[1] https://twitter.com/stephanielily/status/1117047465096679424

Top URLs in Tweet in G10:
[8] https://twitter.com/funder/status/1039337849546571776
[2] https://twitter.com/kayajones/status/1116893591375368193
[2] https://twitter.com/kdqd3/status/1117523412396564480
[1] https://twitter.com/speakerpelosi/status/1117499876328267787
[1] https://twitter.com/Vbelle5/status/1117718281811628032?s=19
[1] https://twitter.com/brycetache/status/1117237614833102848
[1] https://twitter.com/amjoyshow/status/1117437688649527297
[1] https://twitter.com/GeorgeTakei/status/1117130881481814019
[1] https://twitter.com/KayBear54/status/1117494777346318337
[1] https://www.chicagotribune.com/news/nationworld/politics/ct-ilhan-omar-septemer-11-trump-20190413-story.html

Top Domains
Top Domains in Tweet in Entire Graph:
[1205] twitter.com
[170] faithfulamerica.org
[74] youtube.com
[25] theguardian.com
[19] nytimes.com
[15] teespring.com
[12] pscp.tv
[10] elle.com
[9] actblue.com
[8] huffpost.com

Top Domains in Tweet in G1:
[17] twitter.com
[1] hopenothate.com
[1] co.uk
[1] thedailybeast.com
[1] bernielights.com

Top Domains in Tweet in G2:
[9] twitter.com
[5] gab.com
[3] politichatter.com
[1] waynedupree.com
[1] dailycaller.com
[1] timesofisrael.com

Top Domains in Tweet in G3:
[220] twitter.com
[18] youtube.com
[15] teespring.com
[4] nydailynews.com
[4] faithfulamerica.org
[3] change.org
[3] hillreporter.com
[3] cnn.com
[2] newsweek.com
[2] actionnetwork.org

Top Domains in Tweet in G4:
[80] twitter.com
[11] pscp.tv
[7] elle.com
[6] theguardian.com
[4] actblue.com
[3] aljazeera.com
[3] shareblue.com
[2] slate.com
[2] faithfulamerica.org
[2] nbcnews.com

Top Domains in Tweet in G5:
[29] youtube.com
[2] twitter.com
[1] twincities.com

Top Domains in Tweet in G6:
[369] twitter.com
[146] faithfulamerica.org
[8] theguardian.com
[5] facebook.com
[5] huffpost.com
[3] youtube.com
[3] iavian.net
[2] washingtonpost.com
[2] slate.com
[2] newrightnetwork.com

Top Domains in Tweet in G7:
[25] twitter.com
[2] faithfulamerica.org

Top Domains in Tweet in G8:
[24] twitter.com
[1] elle.com

Top Domains in Tweet in G9:
[11] twitter.com
[1] nytimes.com
[1] youtube.com

Top Domains in Tweet in G10:
[18] twitter.com
[1] chicagotribune.com
[1] kickstarter.com

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[8346] istandwithilhanomar
[671] istandwithilhan
[292] saturdaythoughts
[287] repomar
[108] ilhanomar
[77] trump
[68] constitution
[56] disabled
[53] omar
[51] maga



Top Hashtags in Tweet in G1:
[48] istandwithilhanomar
[4] istandwithilhan
[2] resist
[2] berniesanders
[2] bernielights
[1] istandwithnancypelosi
[1] releasethefullreport
[1] nypost
[1] liverpool
[1] ruleoflaw

Top Hashtags in Tweet in G2:
[2304] istandwithilhanomar
[4] cair
[4] mallofamerica
[3] retweet
[3] neverforget
[3] congress
[3] maga
[2] ilhanomar
[2] 911truth
[1] blindlyfollowing

Top Hashtags in Tweet in G3:
[1076] istandwithilhanomar
[161] istandwithilhan
[53] disabled
[30] coulddefeattrump
[29] trump
[24] saturdaythoughts
[23] sanctuarycities
[22] maga
[22] resist
[21] repomar

Top Hashtags in Tweet in G4:
[840] istandwithilhanomar
[259] repomar
[257] saturdaythoughts
[70] istandwithilhan
[10] ilhanomar
[10] neverforget
[9] cair
[7] weeklyhumanrightshero
[7] enemyofthepeople
[5] standwithilhan

Top Hashtags in Tweet in G5:
[462] istandwithilhanomar
[2] democratshateamericans
[2] repomar
[1] neverforget
[1] iwillneverstandwithilhanomar
[1] istandwithcrenshaw
[1] traitorouspos
[1] saturdaythoughts
[1] maga
[1] istandwithamerica

Top Hashtags in Tweet in G6:
[834] istandwithilhanomar
[73] istandwithilhan
[12] ilhanomar
[10] maga
[10] impeachtrumpnow
[9] trump
[6] releasethefullmuellerreport
[6] boycottnypost
[4] resist
[4] amjoy

Top Hashtags in Tweet in G7:
[52] istandwithilhanomar
[6] standwithilhan
[6] boycottnypost
[1] istandwithilhan

Top Hashtags in Tweet in G8:
[433] istandwithilhanomar
[19] istandwithilhan
[9] إلهان_عمر
[2] releasethefullmuellerreport
[2] usa
[2] muslimban
[2] themasters
[2] stoptrump
[2] complicitgop
[2] whitesupremacists

Top Hashtags in Tweet in G9:
[381] istandwithilhanomar
[16] ilhanomar
[3] istandwithilhan
[3] lovenothate
[2] greennewdeal
[2] bernie2020
[2] saturdaythoughts
[2] repomar
[1] trump
[1] minnesota

Top Hashtags in Tweet in G10:
[69] istandwithilhanomar
[36] istandwithilhan
[29] fakepresident
[15] fakenationalemergency
[14] trumpcrimefamilymustgo
[10] myhomeisasanctuary
[10] wewilltakethem
[6] fbr
[4] mn05
[3] mn03

Top Words
Top Words in Tweet in Entire Graph:
[9302] Words in Sentiment List#1: Positive
[19588] Words in Sentiment List#2: Negative
[364] Words in Sentiment List#3: Angry/Violent
[356933] Non-categorized Words
[385826] Total Words
[8346] #istandwithilhanomar
[3871] one
[3840] up
[3618] people
[3600] americans

Top Words in Tweet in G1:
[3182] georgetakei
[3179] one
[3177] child
[3177] up
[3175] japanese
[3174] americans
[3174] villified
[3174] enemy
[3174] pearl
[3174] harbor

Top Words in Tweet in G2:
[2304] #istandwithilhanomar
[2189] hashtag
[1982] actbrigitte
[1760] people
[1758] thousands
[1757] fact
[1757] using
[1757] supportive
[1757] manner
[1757] very

Top Words in Tweet in G3:
[1282] ilhan
[1111] realdonaldtrump
[1076] #istandwithilhanomar
[982] t
[978] president
[956] hateful
[952] words
[923] vile
[923] beneath
[905] shameful

Top Words in Tweet in G4:
[1229] ilhanmn
[840] #istandwithilhanomar
[463] stands
[368] realdonaldtrump
[301] time
[299] talbertswan
[262] anyone
[262] two
[262] thing
[259] stand

Top Words in Tweet in G5:
[826] ilhan
[598] america
[462] #istandwithilhanomar
[406] somali
[404] perfect
[404] example
[404] need
[404] extreme
[404] vetting
[404] opened

Top Words in Tweet in G6:
[834] #istandwithilhanomar
[302] attack
[176] people
[147] faith
[146] faiths
[142] christian
[73] #istandwithilhan
[54] omar
[40] ilhan
[32] trump

Top Words in Tweet in G7:
[1003] people
[501] white
[501] republican
[500] feministabulous
[500] convincing
[500] black
[500] biggest
[500] threat
[500] safety
[500] party's

Top Words in Tweet in G8:
[433] #istandwithilhanomar
[417] 9
[417] 11
[389] retired
[389] firefighter
[389] responded
[389] muslim
[389] hishamtawfiq
[75] omar
[75] president

Top Words in Tweet in G9:
[547] s
[381] #istandwithilhanomar
[261] m
[246] jamie_margolin
[246] jewish
[245] hi
[245] tweet
[167] against
[146] ilhan
[128] omar

Top Words in Tweet in G10:
[80] talked
[79] markosilberhand
[75] b52malmet
[69] #istandwithilhanomar
[64] house
[58] right
[57] member
[56] imagine
[56] speaker
[56] representatives

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[3529] georgetakei,child
[3529] japanese,americans
[3528] pearl,harbor
[3527] child,japanese
[3527] americans,villified
[3527] villified,enemy
[3527] enemy,pearl
[3527] harbor,one
[3527] one,stood
[3527] stood,up

Top Word Pairs in Tweet in G1:
[3176] georgetakei,child
[3174] child,japanese
[3174] japanese,americans
[3174] americans,villified
[3174] villified,enemy
[3174] enemy,pearl
[3174] pearl,harbor
[3174] harbor,one
[3174] one,stood
[3174] stood,up

Top Word Pairs in Tweet in G2:
[1757] fact,thousands
[1757] thousands,people
[1757] people,using
[1757] using,hashtag
[1757] hashtag,#istandwithilhanomar
[1757] #istandwithilhanomar,supportive
[1757] supportive,manner
[1757] manner,very
[1757] very,troubling
[1756] actbrigitte,fact

Top Word Pairs in Tweet in G3:
[902] vile,hateful
[901] hateful,expressions
[901] expressions,president
[901] president,mischaracterizes
[901] mischaracterizes,words
[901] words,ilhan
[901] ilhan,shameful
[901] shameful,beneath
[900] repbarbaralee,vile
[900] beneath,t

Top Word Pairs in Tweet in G4:
[257] realdonaldtrump,two
[257] two,time
[257] time,iraq
[257] iraq,war
[257] war,vet
[257] vet,chime
[257] chime,whole
[257] whole,thing
[257] thing,ilhanmn
[257] ilhanmn,#saturdaythoughts

Top Word Pairs in Tweet in G5:
[404] ilhan,perfect
[404] perfect,example
[404] example,need
[404] need,extreme
[404] extreme,vetting
[404] vetting,america
[404] america,opened
[404] opened,arms
[404] arms,ilhan
[404] ilhan,somali

Top Word Pairs in Tweet in G6:
[146] #istandwithilhanomar,attack
[146] attack,faith
[146] faith,attack
[146] attack,people
[146] people,faiths
[141] christian,#istandwithilhanomar
[33] #istandwithilhanomar,#istandwithilhan
[31] ilhan,omar
[26] #istandwithilhan,#istandwithilhanomar
[19] 9,11

Top Word Pairs in Tweet in G7:
[500] convincing,white
[500] white,people
[500] people,black
[500] black,people
[500] people,biggest
[500] biggest,threat
[500] threat,safety
[500] safety,republican
[500] republican,party's
[499] feministabulous,convincing

Top Word Pairs in Tweet in G8:
[416] 9,11
[389] retired,firefighter
[389] firefighter,responded
[389] responded,9
[389] 11,muslim
[389] muslim,#istandwithilhanomar
[388] hishamtawfiq,retired
[72] attacks,against
[71] escalating,attacks
[71] against,rep

Top Word Pairs in Tweet in G9:
[244] hi,m
[244] m,jewish
[244] jewish,#istandwithilhanomar
[244] #istandwithilhanomar,s
[244] s,s
[244] s,tweet
[243] jamie_margolin,hi
[117] ilhan,omar
[68] 2020,presidential
[68] omar,re

Top Word Pairs in Tweet in G10:
[56] imagine,speaker
[56] speaker,house
[56] house,representatives
[56] representatives,make
[56] make,sure
[56] sure,security
[56] security,right
[56] right,protect
[56] protect,member
[55] b52malmet,imagine

Top Replied-To
Top Replied-To in Entire Graph:
@realdonaldtrump
@ilhanmn
@speakerpelosi
@ilhan
@kmcradio
@thehill
@dancrenshawtx
@georgetakei
@kylegriffin1
@joncoopertweets

Top Replied-To in G1:
@georgetakei
@realdonaldtrump
@repchuygarcia
@ambeanie_moss
@repandybarr
@tananarivedue
@girlsreallyrule

Top Replied-To in G2:
@michellemalkin
@realdonaldtrump
@actbrigitte
@kamalaharris
@mrandyngo
@tjaybit

Top Replied-To in G3:
@realdonaldtrump
@speakerpelosi
@ilhan
@thehill
@dancrenshawtx
@amjoyshow
@msnbc
@cnn
@nbcnews
@jack

Top Replied-To in G4:
@ilhanmn
@kmcradio
@repadamschiff
@dribram
@realdonaldtrump
@sengillibrand
@msmaheenahmed
@speakerpelosi
@talbertswan
@edkrassen

Top Replied-To in G5:
@kthopkins
@xbenjamminx

Top Replied-To in G7:
@feministabulous

Top Replied-To in G8:
@proudresister
@ilhan
@mab1023
@dnc
@hishamtawfiq
@georgetakei
@tomsteyer

Top Replied-To in G9:
@repjeffries
@jamie_margolin
@politicalelle
@kmcradio
@marcorubio
@newday
@leaderhoyer
@ggreenwald
@theintercept
@dccc

Top Replied-To in G10:
@pam_brundige
@funder
@ilhanmn
@realdonaldtrump
@45rapedkatie
@tedlieu
@b52malmet
@devincow
@helenhs
@garyraybetz

Top Mentioned
Top Mentioned in Entire Graph:
@georgetakei
@actbrigitte
@ilhanmn
@realdonaldtrump
@ilhan
@repbarbaralee
@ryanhillmi
@feministabulous
@hishamtawfiq
@michellemalkin

Top Mentioned in G1:
@georgetakei
@ilhan
@melissaryan
@buffalocharging
@scotteweinberg
@ilhanmn
@bennettruth
@ebomani
@pepperoceanna
@dribram

Top Mentioned in G2:
@actbrigitte
@michellemalkin
@robbystarbuck
@davidwebbshow
@politi_chatter
@scottpresler
@waynedupreeshow
@ilhanmn
@twitter
@chasbottom

Top Mentioned in G3:
@ilhan
@realdonaldtrump
@repbarbaralee
@ryanhillmi
@ilhanmn
@speakerpelosi
@georgetakei
@twitter
@morethanmysle
@jack

Top Mentioned in G4:
@ilhanmn
@realdonaldtrump
@talbertswan
@angelojohngage
@dribram
@edkrassen
@ilhan
@chadloder
@georgetakei
@repadamschiff

Top Mentioned in G5:
@scottpresler
@kthopkins
@scrowder
@actbrigitte
@joetalkshow
@grrrgraphics
@prisonplanet
@xbenjamminx
@carminesabia
@progresspolls

Top Mentioned in G6:
@lynncatwalters
@jeromefosterii
@roadcatski
@mopurrfect
@wholeymoley
@flyer1618
@seaadams2
@dtporge

Top Mentioned in G7:
@feministabulous
@georgetakei
@babsb62
@emrazz
@hishamtawfiq
@chrisehyman
@paulnoursi
@aymanndotcom
@cmclymer
@repbarbaralee

Top Mentioned in G8:
@hishamtawfiq
@tomsteyer
@georgetakei
@bryandawsonusa
@oldtiredfeminis
@courtneymilan
@fatimaalwahsh
@drewdog857
@cyrusmmcqueen
@edkrassen

Top Mentioned in G9:
@jamie_margolin
@cmclymer
@ilhanmn
@jewishaction
@ciphersankofa
@georgetakei
@i_johnson3
@realdonaldtrump
@atsnorfia
@mansoortshams

Top Mentioned in G10:
@markosilberhand
@b52malmet
@ilhanmn
@brycetache
@funder
@pam_brundige
@barackobama
@realdonaldtrump
@goldfingermarko
@georgetakei

Top Tweeters
Top Tweeters in Entire Graph:
@missb62
@yuuji_k1
@phildecarolis
@enigmanetxx
@bella623
@lennaleprena
@jim_peoples_
@immoralreport
@cagney1991
@gottalaff

Top Tweeters in G1:
@lechatnoire4
@girlzinger
@jrbkjrbk
@realdawnsummers
@henne38
@waterflowerm
@digitalmaverick
@socallls
@knicks148
@redz041

Top Tweeters in G2:
@jim_peoples_
@legallybae
@tahdeetz
@carminezozzora
@conservativegm
@hardline_stance
@pamelajanevp
@magannohate
@heathrodgirs
@drwilda

Top Tweeters in G3:
@enigmanetxx
@lennaleprena
@sddphoto
@phillip92321
@jilevin
@thehill
@firefire100
@beverly21811568
@bbusa617
@kharyp

Top Tweeters in G4:
@hoperadio1
@mtmarilyn2
@supermanhotmale
@shaktilila
@slate
@lewisno1fan
@zumikiss
@ayshamoolla
@kiagainstdworld
@victory1261

Top Tweeters in G5:
@schwingcat
@sigstarget
@pa4taxpayers
@adriennepalinko
@eternalritewing
@auntieamy90
@cindymunz
@stjohnswoods
@lindaepai457450
@wwjdeux

Top Tweeters in G6:
@aha1r
@reevynap
@macbeestje
@dtporge
@joshdamage
@lynncatwalters
@earnest_one
@woodymcfarley
@riotheatherrr
@kharly

Top Tweeters in G7:
@emccoy_writer
@cmarpa
@glpiman
@richyprofit401
@1captd
@quick13
@speakupjulia
@jjpearson64
@leemeade77
@rosemarymscott

Top Tweeters in G8:
@ligayaloyola
@jcr914
@blubdha
@takinyera
@zulaqi
@wcsek
@mooncatadams
@limecello
@lltwing
@netbacker

Top Tweeters in G9:
@kaijuking23
@linda1746
@biasbustersofks
@safiyahnoor1
@tenneynaumer
@nydailynews
@tempkt
@jersey_craig
@mfl1956
@datadivajf

Top Tweeters in G10:
@grainofsands
@paulstewartii
@burnettcynthia
@menjicm
@denniscardiff
@traceyfromcali
@carolk47
@b52malmet
@lfkraus
@oteachjohn