#timesup, Twitter, 8/8/2020 2:39:54 AM, 232139


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#timesup_2020-08-07_19-14-36.xlsx
#timesup_2020-08-07_19-14-36.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
August 08, 2020
Short Description:
#timesup via NodeXL https://bit.ly/3kllJRo
@timesupnow
@foxnews
@aoc
@vrsvirginia
@realdonaldtrump
@project_rwrs
@tore_says
@truthsayerodet1
@ranaawdish
@youtube

Top hashtags:
#timesup
#metoo
#justiceforsurvivors
#savethechildren
#survivorjustice
#jussiesmollett

Description:
Description
The graph represents a network of 7,293 Twitter users whose tweets in the requested range contained "#timesup", or who were replied to or mentioned in those tweets. The network was obtained from the NodeXL Graph Server on Saturday, 08 August 2020 at 02:21 UTC.

The requested start date was Saturday, 08 August 2020 at 00:01 UTC and the maximum number of tweets (going backward in time) was 7,500.

The tweets in the network were tweeted over the 14-day, 2-hour, 47-minute period from Wednesday, 22 July 2020 at 19:13 UTC to Wednesday, 05 August 2020 at 22:01 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 : 7293
Unique Edges : 6656
Edges With Duplicates : 11346
Total Edges : 18002
Number of Edge Types : 5
Retweet : 4697
MentionsInRetweet : 7405
Tweet : 1302
Replies to : 882
Mentions : 3716
Self-Loops : 1510
Reciprocated Vertex Pair Ratio : 0.00809170600134862
Reciprocated Edge Ratio : 0.0160535117056856
Connected Components : 889
Single-Vertex Connected Components : 435
Maximum Vertices in a Connected Component : 4882
Maximum Edges in a Connected Component : 14052
Maximum Geodesic Distance (Diameter) : 19
Average Geodesic Distance : 5.599308
Graph Density : 0.000196782448081212
Modularity : 0.560966
NodeXL Version : 1.0.1.439
Data Import : The graph represents a network of 7,293 Twitter users whose tweets in the requested range contained "#timesup", or who were replied to or mentioned in those tweets. The network was obtained from the NodeXL Graph Server on Saturday, 08 August 2020 at 02:21 UTC.

The requested start date was Saturday, 08 August 2020 at 00:01 UTC and the maximum number of tweets (going backward in time) was 7,500.

The tweets in the network were tweeted over the 14-day, 2-hour, 47-minute period from Wednesday, 22 July 2020 at 19:13 UTC to Wednesday, 05 August 2020 at 22:01 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 : #timesup
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:
[33] https://news.vice.com/en_us/article/a3qz3j/trump-was-like-a-predator-toward-teens-at-parties-in-80s-and-90s-says-bbc-report?utm_campaign=sharebutton
[29] https://www.amazon.co.uk/Stay-Mad-Sweetheart-Heleen-Kist/dp/1913331199/ref=as_li_ss_tl?crid=3LN2XIQZ4GEVX&keywords=stay+mad+sweetheart&qid=1572630930&sprefix=Stay+mad,aps,590&sr=8-1&linkCode=sl1&tag=staymad-21&linkId=42d9082eb6a36229f7a49c9834c47de0&language=en_GB
[23] https://bit.ly/2OopTsO
[18] https://twitter.com/Tore_says/status/1286439267636576256
[14] http://www.brilliantbitchin.com/2017/11/justify-my-no-times-up.html
[14] http://www.brilliantbitchin.com/2018/12/what-women-know.html
[14] https://twitter.com/EntheosShines/status/1277401508938735617
[13] https://itunes.apple.com/in/app/safecity-app/id1281880382?mt=8
[12] https://twitter.com/cspan/status/1286315637275598849
[10] http://www.brilliantbitchin.com/2017/12/feminism-is-for-everyone-on-misogyny.html

Top URLs in Tweet in G1:
[5] http://timesupnow.org/
[4] https://www.nickwallis.com/depp-trial
[4] https://twitter.com/realamberheard/status/1286004407969161221
[3] https://news.sky.com/story/johnny-depp-libel-trial-amber-heard-due-in-witness-box-for-final-time-12034413
[3] https://twitter.com/queenbpip/status/1147267615678717953?s=21
[3] https://threadreaderapp.com/thread/1147267615678717953.html
[3] https://www.dissentingopinion2020.com/
[3] https://twitter.com/TIMESUPNOW/status/1286031156446728193
[2] https://www.hollywoodreporter.com/thr-esq/ashley-judds-sexual-harassment-claim-harvey-weinstein-revived-by-appeals-court-1304898
[2] https://medium.com/@FreedomVoice/i-may-destroy-you-line-spectrum-disorder-72884d95be25

Top URLs in Tweet in G2:
[2] https://twitter.com/DonVonCrump1/status/1171118980779540480?s=19
[2] https://twitter.com/PROJECT_RWRS/status/1287391461927989249
[2] https://twitter.com/lisapodcasts/status/1289429616701014016
[1] https://medium.com/bullies-assholes-i-have-known/my-french-modelling-agent-the-pedophile-fe1f9aa1e956
[1] http://www.getbrunel.com/
[1] https://twitter.com/i/web/status/1286078090653896704
[1] https://twitter.com/i/web/status/1286387463007731712
[1] https://twitter.com/i/web/status/1286743756541173761
[1] http://www.imetpolanski.com
[1] https://twitter.com/i/web/status/1287391461927989249

Top URLs in Tweet in G3:
[10] https://twitter.com/cspan/status/1286315637275598849
[3] https://www.nytimes.com/2020/07/23/us/alexandria-ocasio-cortez-sexism-congress.html?smid=tw-share
[3] https://www.thewhitereview.org/feature/cesars-time-to-get-up-and-get-out/
[2] https://twitter.com/AmyKinLA/status/1289185485491802115
[2] https://twitter.com/TIMESUPNOW/status/1288637917062205441
[2] https://twitter.com/cspan/status/1286320267401342976
[2] https://instagram.com/tv/CDAWzmAgLje
[1] https://www.nytimes.com/2020/07/28/opinion/trump-white-women.html?smid=tw-share
[1] https://twitter.com/i/web/status/1286625892022865921
[1] https://www.bbc.co.uk/news/world-middle-east-53566261

Top URLs in Tweet in G4:
[4] https://www.youtube.com/watch?v=teaD1dsLbE0&feature=youtu.be

[2] https://twitter.com/ProjectLincoln/status/1289552128613089281
[1] https://twitter.com/atrupar/status/1289333365242396672
[1] https://www.youtube.com/watch?v=LjKAp20Wr9s&feature=youtu.be

[1] https://twitter.com/sadietnresist/status/1289496865117880322
[1] https://twitter.com/thomaskaine5/status/1289188105451233280
[1] https://twitter.com/srdbfl/status/1290690928743780352
[1] https://twitter.com/ProjectLincoln/status/1290654270833000457
[1] https://twitter.com/realTuckFrumper/status/1289662154824548352
[1] https://twitter.com/i/web/status/1287561765006372864

Top URLs in Tweet in G5:
[14] http://www.brilliantbitchin.com/2017/11/justify-my-no-times-up.html
[14] http://www.brilliantbitchin.com/2018/12/what-women-know.html
[10] http://www.brilliantbitchin.com/2017/12/feminism-is-for-everyone-on-misogyny.html
[9] https://www.amazon.co.uk/Stay-Mad-Sweetheart-Heleen-Kist/dp/1913331199/ref=as_li_ss_tl?crid=3LN2XIQZ4GEVX&keywords=stay+mad+sweetheart&qid=1572630930&sprefix=Stay+mad,aps,590&sr=8-1&linkCode=sl1&tag=staymad-21&linkId=42d9082eb6a36229f7a49c9834c47de0&language=en_GB
[5] https://www.karlyletomms.com/single-post/2018/01/07/MeToo
[4] https://www.ted.com/talks/naomi_mcdougall_jones_what_it_s_like_to_be_a_woman_in_hollywood?utm_source=twitter.com&utm_medium=social&utm_campaign=tedspread--a
[2] https://exploresextalk.com/sex/consent/is-asking-for-consent-awkward/?utm_source=twitter
[2] https://twitter.com/danrather/status/1286347776759083009
[2] https://twitter.com/cspan/status/1286315637275598849
[2] https://twitter.com/grandmagrit/status/1286795267627343873

Top URLs in Tweet in G6:
[1] https://act.weareultraviolet.org/sign/Petition_FoxNews?akid=s1086306..4uOXxs
[1] https://act.weareultraviolet.org/sign/Petition_FoxNews?akid=s1092851..bshBC5
[1] https://twitter.com/i/web/status/1287777549406412802
[1] https://act.weareultraviolet.org/sign/Petition_FoxNews?akid=s1092016..SmJ3hT
[1] https://act.weareultraviolet.org/sign/Petition_FoxNews?akid=s1091707..r141R0
[1] https://act.weareultraviolet.org/sign/Petition_FoxNews?akid=s1091251..5dtfA1
[1] https://act.weareultraviolet.org/sign/Petition_FoxNews?akid=s1086391..5VP7Yz
[1] https://twitter.com/osullivanauthor/status/1289249756225576961
[1] https://twitter.com/i/web/status/1286083350797713410
[1] https://twitter.com/i/web/status/1286084824155947008

Top URLs in Tweet in G7:
[18] https://twitter.com/Tore_says/status/1286439267636576256
[14] https://twitter.com/EntheosShines/status/1277401508938735617
[3] https://www.washingtonpost.com/sports/2020/07/16/redskins-sexual-harassment-larry-michael-alex-santos/
[2] https://www.youtube.com/watch?v=4Z9wIRKlWDI&feature=youtu.be

[2] https://www.youtube.com/watch?v=sn3kRJf-ub4&feature=youtu.be

[1] https://twitter.com/i/web/status/1286454236474150913
[1] https://twitter.com/i/web/status/1287198242330083328
[1] https://www.youtube.com/watch?v=ORDPy49-RIk&feature=youtu.be

[1] https://twitter.com/i/web/status/1288372532287082497
[1] https://twitter.com/AOC/status/1286341062651523076

Top URLs in Tweet in G8:
[3] https://twitter.com/choo_ek/status/1286715551394357253
[1] https://twitter.com/londyloo/status/1286361257872896000
[1] https://twitter.com/i/web/status/1287753590396731392
[1] https://twitter.com/i/web/status/1288595085488201731
[1] https://twitter.com/i/web/status/1288464026436022274
[1] https://twitter.com/frederickgrady3/status/1286484565356412928
[1] https://twitter.com/i/web/status/1287168355279835137

Top URLs in Tweet in G9:
[3] https://twitter.com/kwilliam111/status/1229763449099608065
[2] https://recusant-nine.com/yda-children-1/blog-post-title-four-cw9n5
[2] https://twitter.com/EyeOldham/status/1223596591824691202
[2] https://www.dailymail.co.uk/news/article-8581775/NBC-Entertainment-head-Paul-Telegdy-investigation-creating-toxic-environment.html
[1] https://twitter.com/Paul_VanDerMeer/status/1278731209774956545
[1] https://thesun.co.uk/news/10173558/peter-mandelson-phoned-jeffrey-epstein-while-paedo-tycoon-was-in-jail-for-sex-offences-bombshell-documentary-claims/
[1] https://recusant-nine.com/recusant-nine/welcome2oldhampart5
[1] https://twitter.com/SimonBridgford/status/1281332743977209857
[1] https://www.youtube.com/watch?v=V8VdAQ6XtMs&feature=youtu.be

[1] https://news.sky.com/story/former-tory-minister-arrested-on-suspicion-of-rape-12040732

Top URLs in Tweet in G10:
[3] https://twitter.com/WarNuse/status/1277371236801286145
[2] https://www.youtube.com/watch?v=q8BGvG3pPfo&t

[1] https://twitter.com/oif/status/1291124825436626945
[1] https://twitter.com/LibraryJournal/status/1287773417937215490
[1] https://twitter.com/i/web/status/1287792814437339138
[1] https://twitter.com/ERACoalition/status/1291062240465100800
[1] https://www.nytimes.com/2020/07/28/opinion/trump-white-women.html?smid=tw-share
[1] https://www.facebook.com/TaraTruth/
[1] https://www.instagram.com/tarareadetruth?igshid=x4101i2ptqlu
[1] https://twitter.com/meidastouch/status/1290658968839303176

Top Domains
Top Domains in Tweet in Entire Graph:
[1234] twitter.com
[222] weareultraviolet.org
[59] co.uk
[58] youtube.com
[38] brilliantbitchin.com
[35] instagram.com
[33] vice.com
[29] bit.ly
[19] apple.com
[14] nytimes.com

Top Domains in Tweet in G1:
[179] twitter.com
[6] youtube.com
[5] timesupnow.org
[4] nickwallis.com
[4] threadreaderapp.com
[3] sky.com
[3] nytimes.com
[3] dissentingopinion2020.com
[3] thewrap.com
[2] hollywoodreporter.com

Top Domains in Tweet in G2:
[42] twitter.com
[2] co.uk
[1] medium.com
[1] getbrunel.com
[1] imetpolanski.com
[1] rtl.fr
[1] itv.com
[1] yahoo.com
[1] nypost.com
[1] google.com

Top Domains in Tweet in G3:
[82] twitter.com
[4] nytimes.com
[3] thewhitereview.org
[3] youtube.com
[3] instagram.com
[2] co.uk
[2] washingtonpost.com
[2] ofthepeople46.org
[1] yahoo.com
[1] thehill.com

Top Domains in Tweet in G4:
[76] twitter.com
[5] youtube.com
[1] truepundit.com
[1] breaking911.com
[1] jaimeharrison.com
[1] camera.tv
[1] theatlantic.com

Top Domains in Tweet in G5:
[243] twitter.com
[38] brilliantbitchin.com
[13] instagram.com
[12] youtube.com
[10] co.uk
[7] karlyletomms.com
[4] ted.com
[3] nytimes.com
[3] latimes.com
[2] exploresextalk.com

Top Domains in Tweet in G6:
[222] weareultraviolet.org
[186] twitter.com

Top Domains in Tweet in G7:
[38] twitter.com
[7] youtube.com
[3] washingtonpost.com

Top Domains in Tweet in G8:
[9] twitter.com

Top Domains in Tweet in G9:
[7] twitter.com
[6] co.uk
[3] recusant-nine.com
[2] bsbreastcancer.com
[1] youtube.com
[1] sky.com
[1] themaggieoliverfoundation.com

Top Domains in Tweet in G10:
[15] twitter.com
[3] youtube.com
[1] nytimes.com
[1] facebook.com
[1] instagram.com
[1] deadline.com
[1] nypost.com
[1] washingtonpost.com

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[3974] timesup
[1391] metoo
[441] justiceforsurvivors
[310] savethechildren
[221] survivorjustice
[175] jussiesmollett
[165] epstein
[149] maxwell
[120] beetlejuice
[111] amberheard



Top Hashtags in Tweet in G1:
[482] timesup
[185] metoo
[100] amberheard
[72] justiceforjohnnydepp
[53] johnnydepp
[51] believewomen
[38] voteno
[37] amberheardisanabuser
[36] parrhesia
[28] protectbgbodies

Top Hashtags in Tweet in G2:
[156] epstein
[153] metoo
[145] maxwell
[138] timesup
[51] polanski
[41] jeanlucbrunel
[22] princeandrew
[16] epsteinfiles
[15] borisjohnson
[8] jeffreyepstein

Top Hashtags in Tweet in G3:
[152] timesup
[24] metoo
[11] aoc
[9] yoho
[6] electwomen
[6] aocstrong
[5] electmorewomen
[5] yohogottago
[4] electblackwomen
[4] democracyisnotaspectatorsport

Top Hashtags in Tweet in G4:
[257] timesup
[35] ghislainemaxwell
[24] trump
[20] trumpisacompletefailure
[19] dictatortrump
[13] trumpfailedamerica
[13] ticktock
[12] metoo
[11] novemberiscoming
[11] conmandon

Top Hashtags in Tweet in G5:
[503] timesup
[171] metoo
[54] feminism
[51] セクハラ
[51] 生理
[49] 月経
[48] period
[43] 経血
[18] hollywood
[15] genderbias

Top Hashtags in Tweet in G6:
[439] justiceforsurvivors
[229] timesup
[227] metoo
[221] survivorjustice
[1] boycotttucker
[1] metoomovement
[1] petition
[1] findsomethingnew

Top Hashtags in Tweet in G7:
[454] timesup
[296] savethechildren
[175] jussiesmollett
[120] beetlejuice
[3] metoo
[2] timeforchange
[2] quebec
[2] coronavirus
[2] wakeup
[2] wwg1wga

Top Hashtags in Tweet in G8:
[21] timesup
[8] medtwitter
[5] microaggression
[5] medkini
[2] medracism
[1] timesuphc
[1] medbikini
[1] sheros
[1] blm
[1] equity

Top Hashtags in Tweet in G9:
[32] timesup
[12] rape
[9] corruption
[8] children
[7] metoo
[6] petermandelson
[6] oldham
[6] manchester
[5] manmetuni
[5] childabuse

Top Hashtags in Tweet in G10:
[95] timesup
[36] metoo
[15] joebiden
[10] webelievetarareade
[9] crimesagainsthumanity
[8] epsteinfiles
[7] billclinton
[7] espteinisland
[7] maxwellfiles
[4] hillaryclinton

Top Words
Top Words in Tweet in Entire Graph:
[3975] #timesup
[1391] #metoo
[600] time
[595] sexual
[556] more
[503] women
[500] abuse
[495] public
[468] against
[468] tell

Top Words in Tweet in G1:
[482] #timesup
[338] timesupnow
[281] many
[281] power
[277] people
[246] win
[241] others
[238] ashleyjudd
[236] film
[235] sexually

Top Words in Tweet in G2:
[346] vrsvirginia
[282] project_rwrs
[214] time
[195] support
[164] very
[162] victims
[156] #epstein
[154] surgery
[153] #metoo
[145] single

Top Words in Tweet in G3:
[324] aoc
[152] #timesup
[138] rep
[121] against
[114] yoho
[114] apology
[113] non
[112] assault
[111] verbal
[109] subsequent

Top Words in Tweet in G4:
[258] #timesup
[193] realdonaldtrump
[62] gop
[49] joebiden
[48] back
[39] reallyamerican1
[37] hey
[37] down
[35] #ghislainemaxwell
[34] time

Top Words in Tweet in G5:
[503] #timesup
[171] #metoo
[54] women
[54] #feminism
[51] #セクハラ
[51] #生理
[49] #月経
[48] #period
[43] #経血
[33] gender

Top Words in Tweet in G6:
[448] foxnews
[440] allow
[440] independent
[440] public
[440] investigation
[439] sign
[439] #justiceforsurvivors
[439] tell
[438] widespread
[245] sexual

Top Words in Tweet in G7:
[454] #timesup
[425] tore_says
[296] #savethechildren
[177] kamalaharris
[176] stop
[175] demanding
[175] group
[175] #jussiesmollett
[175] responsible
[174] #crime

Top Words in Tweet in G8:
[183] ranaawdish
[182] more
[180] ago
[180] didn
[179] 20
[179] yrs
[179] intern
[179] completed
[179] formal
[179] evaluation

Top Words in Tweet in G9:
[57] andyburnhamgm
[56] petejacksongmp
[48] truthsayerodet1
[32] #timesup
[30] banishfgm
[28] maggieoliveruk
[27] googleexpertuk
[24] thetimes
[24] gmpolice
[22] mennewsdesk

Top Words in Tweet in G10:
[95] #timesup
[36] #metoo
[22] tarareadetruth
[21] readealexandra
[21] hillaryclinton
[15] 1993
[15] assaulted
[15] #joebiden
[15] candidate
[15] allegations

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[795] #metoo,#timesup
[441] foxnews,allow
[441] allow,independent
[441] independent,public
[441] public,investigation
[440] tell,foxnews
[439] investigation,widespread
[438] sign,#justiceforsurvivors
[437] #justiceforsurvivors,tell
[249] sexually,harassed

Top Word Pairs in Tweet in G1:
[234] big,win
[234] win,ashleyjudd
[234] ashleyjudd,many
[234] many,others
[234] others,sexually
[234] sexually,harassed
[234] harassed,people
[234] people,power
[234] power,film
[233] timesupnow,big

Top Word Pairs in Tweet in G2:
[144] anyone,explain
[144] explain,single
[144] single,word
[144] word,support
[144] support,#epstein
[144] #epstein,#maxwell
[144] #maxwell,victims
[144] victims,#metoo
[144] #metoo,movement
[143] project_rwrs,anyone

Top Word Pairs in Tweet in G3:
[110] against,aoc
[110] non,apology
[109] rep,yoho
[109] yoho,verbal
[109] verbal,assault
[109] assault,against
[109] aoc,subsequent
[109] subsequent,non
[109] apology,embarrassment
[109] embarrassment,floridians

Top Word Pairs in Tweet in G4:
[30] hey,gop
[30] gop,leave
[30] leave,gd
[30] gd,usps
[30] usps,alone
[30] alone,back
[30] back,living
[30] living,purposely
[30] purposely,slowing
[30] slowing,mail

Top Word Pairs in Tweet in G5:
[120] #metoo,#timesup
[51] #timesup,#セクハラ
[51] #セクハラ,#生理
[49] #生理,#月経
[48] #月経,#period
[43] #period,#経血
[30] #feminism,#timesup
[26] #timesup,#metoo
[16] gender,bias
[15] slut,shaming

Top Word Pairs in Tweet in G6:
[440] foxnews,allow
[440] allow,independent
[440] independent,public
[440] public,investigation
[439] tell,foxnews
[438] investigation,widespread
[437] sign,#justiceforsurvivors
[436] #justiceforsurvivors,tell
[242] widespread,sexual
[224] sexual,abuse

Top Word Pairs in Tweet in G7:
[186] tore_says,#timesup
[175] stop,demanding
[175] demanding,#savethechildren
[175] #savethechildren,kamalaharris
[175] kamalaharris,group
[175] group,#timesup
[175] #timesup,#jussiesmollett
[175] #jussiesmollett,responsible
[174] tore_says,stop
[174] responsible,#crime

Top Word Pairs in Tweet in G8:
[179] 20,yrs
[179] yrs,ago
[179] ago,intern
[179] intern,completed
[179] completed,formal
[179] formal,evaluation
[179] evaluation,faculty
[179] faculty,learned
[179] learned,more
[179] more,didn

Top Word Pairs in Tweet in G9:
[22] petejacksongmp,thetimes
[22] thetimes,andyburnhamgm
[22] andyburnhamgm,gmpolice
[17] gmpolice,patel4witham
[17] patel4witham,mennewsdesk
[17] maggieoliveruk,petejacksongmp
[16] mennewsdesk,bbcnwt
[16] googleexpertuk,beforethestars
[16] beforethestars,maggieoliveruk
[16] petejacksongmp,nazirafzal

Top Word Pairs in Tweet in G10:
[29] #metoo,#timesup
[15] 1993,readealexandra
[15] readealexandra,assaulted
[15] assaulted,#joebiden
[15] #joebiden,#metoo
[15] #timesup,candidate
[15] candidate,allegations
[14] tarareadetruth,1993
[14] allegations,li
[9] follow,check

Top Replied-To
Top Replied-To in Entire Graph:
@realdonaldtrump
@realamberheard
@reptedyoho
@hillaryclinton
@timesupnow
@alandersh
@aoc
@sagaftra
@artisticblower
@senatemajldr

Top Replied-To in G1:
@realamberheard
@timesupnow
@adam_waldman
@lesleychestrman
@thenamesq
@robreiner
@theinfamousone6
@kaplanrobbie
@nytimes
@rosemcgowan

Top Replied-To in G2:
@alandersh
@artisticblower
@vrsvirginia
@realdonaldtrump
@justintrudeau
@borisjohnson
@donvoncrump1
@jebrittan2
@jennajameson
@_whitneywebb

Top Replied-To in G3:
@reptedyoho
@aoc
@tedyoho
@thehill
@davidmweissman
@zerlinamaxwell
@therecount
@speakerpelosi
@danrather
@housedemocrats

Top Replied-To in G4:
@realdonaldtrump
@senatemajldr
@projectlincoln
@joebiden
@cnn
@lindseygrahamsc
@seanhannity
@reallyamerican1
@mmpadellan
@gop

Top Replied-To in G5:
@setssafe

Top Replied-To in G6:
@realdonaldtrump
@foxnews
@gopleader
@reptedyoho
@seanhannity
@saltwaves23

Top Replied-To in G7:
@inthematrixxx
@jkbjournalist
@youtube
@chrissyteigen
@repmattgaetz
@davidgreen725
@kamalaharris
@dnaleguillou
@aoc

Top Replied-To in G8:
@ranaawdish
@dr_stepheny
@janevandis
@docelovitz
@orthofolks
@vascularsvs
@newgixxerchic

Top Replied-To in G9:
@petejacksongmp
@banishfgm
@endrapecampaign
@yeatesjm
@colonelcohiba
@brianparkin04
@andyburnhamgm
@ashall_julie
@pauldakers1
@truthsayerodet1

Top Replied-To in G10:
@hillaryclinton
@atensnut
@barackobama
@shuperttony
@readealexandra
@libraryjournal
@maketheroadny
@pattyarquette
@oprah
@suncoastdream

Top Mentioned
Top Mentioned in Entire Graph:
@foxnews
@tore_says
@timesupnow
@vrsvirginia
@aoc
@project_rwrs
@ashleyjudd
@seanhannity
@tuckercarlson
@edhenry

Top Mentioned in G1:
@timesupnow
@ashleyjudd
@bradhoylman
@realamberheard
@winonasrider
@neverthesun23
@reesew
@youdidnotexist
@bgcoalition2020
@justicesquad2

Top Mentioned in G2:
@vrsvirginia
@project_rwrs
@jebrittan2
@artisticblower
@bobby_capucci
@tinkeringhalo10
@thysia_huisman
@bhenderson_esq
@borisjohnson
@donvoncrump1

Top Mentioned in G3:
@aoc
@repdwstweets
@timesupnow
@fgossgraves
@reptedyoho
@hilaryr
@nvlshepersisted
@liisagalea
@repaoc
@speakerpelosi

Top Mentioned in G4:
@realdonaldtrump
@gop
@joebiden
@reallyamerican1
@briansnewheart
@trekker34
@potus
@gigiwarriorgirl
@teapainusa
@justtradin

Top Mentioned in G5:
@direct7e
@exploresextalk
@taraangel22018
@lesbianlilith
@mediagig
@gfs2t
@jenn_x2_

Top Mentioned in G6:
@foxnews
@seanhannity
@tuckercarlson
@edhenry
@howardkurtz
@bethechange800
@scoopdaa
@bearmanshannon
@citydweller3
@415holgate

Top Mentioned in G7:
@tore_says
@kamalaharris
@youtube
@project_rwrs
@jkbjournalist
@instagram
@hayleymcgregor1
@nikkihaley
@cheryasmon
@christy43250353

Top Mentioned in G8:
@ranaawdish
@futuredocs
@jvascsurg
@drritamc
@harriethopfmd
@twitter
@columbia
@columbiaps
@drjessigold
@rcg1812

Top Mentioned in G9:
@andyburnhamgm
@petejacksongmp
@truthsayerodet1
@maggieoliveruk
@banishfgm
@googleexpertuk
@gmpolice
@thetimes
@mennewsdesk
@beforethestars

Top Mentioned in G10:
@tarareadetruth
@readealexandra
@billclinton
@hillaryclinton
@oprah
@joebiden
@marie000017
@realalexhagerty
@barackobama
@repjohnlewis

Top Tweeters
Top Tweeters in Entire Graph:
@matthewtwihard
@gocoo_59
@gocoo
@blabalade
@ronniehowlett3
@joefreedomlove
@independent
@cybersec_feeds
@manmet80
@mharvey816

Top Tweeters in G1:
@ronniehowlett3
@mharvey816
@chilhon2016lap
@esnesy
@jhamby
@xstarfirekory
@patricklee6669
@thesun
@hautahbuhgee
@cathleenkucz

Top Tweeters in G2:
@joefreedomlove
@soniaerasmus
@daily_express
@der_bluthund
@reagancbrown
@oatcake1967
@michelejeanson1
@libbyliberalnyc
@ayshamoolla
@darthur111

Top Tweeters in G3:
@ligayaloyola
@thehill
@royaleight
@bndsnoopy61
@suescoby
@janesepmeier
@thepowerofmeow
@abc
@dailycaller
@marti431uew

Top Tweeters in G4:
@britpoptarts
@walmart
@chholte
@lltwing
@hollaka_hollala
@myradsirois1
@lrihendry
@therickwilson
@notcapnamerica
@iamsophianelson

Top Tweeters in G5:
@kane007
@herbsistah
@mile_by_mile
@karlyle_tomms
@lars9596
@nolanelle
@kaleechbaig
@talentedladies
@rocketman46
@jonella_moore

Top Tweeters in G6:
@sddphoto
@cheezwitham
@dgendvil
@davidlance3
@mikecoulson48
@redot2005
@suzanneinlgb
@foxnews
@macbeestje
@barbaramain07

Top Tweeters in G7:
@mitchiepoo46
@loyaltotrump
@harrellryan1
@danna_palmer
@au_bebe
@cc125
@gkilti
@mlhcromwell16
@anncarolperry1
@lizzjustlizz

Top Tweeters in G8:
@persistentpengn
@sameihuda
@mdtoorder
@maryannegruen
@pkanagaratnam
@msruthedelarosa
@5899kpb
@raychellered
@sinamocha_
@_nairfyi

Top Tweeters in G9:
@googleexpertuk
@mgt_coull26
@mailonline
@drumeshprabhu
@nydailynews
@ciabaudo
@tiquetaki
@mennewsdesk
@ed_lamon
@randolphtrent

Top Tweeters in G10:
@paulsorrentino3
@redz041
@rudyhavenstein
@312shelly3
@newsweek
@supertwaddle
@jmontel99
@dawnsaffron
@jvgraz
@ramrants