#timesup, Twitter, 11/26/2022 4:04:23 AM, 284992


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#timesup_2022-11-25_19-50-24.xlsx
#timesup_2022-11-25_19-50-24.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
November 26, 2022
Short Description:
#timesup via NodeXL https://bit.ly/3OKxeBt
@letshearthetru
@scryndi
@sabotagedfool2
@stem2crisis
@resilientheard
@potus
@popcrave
@fbi
@babaliciousdq1
@twittersupport

Top hashtags:
#timesup
#metoo
#blacklivesmatter
#ticktock
#women
#mentoo
#enoughisenough
#freemason

Description:
Description
The graph represents a network of 6,308 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, 26 November 2022 at 03:55 UTC.

The requested start date was Saturday, 26 November 2022 at 01:01 UTC and the maximum number of tweets (going backward in time) was 7,500.

The tweets in the network were tweeted over the 116-day, 6-hour, 39-minute period from Monday, 01 August 2022 at 00:01 UTC to Friday, 25 November 2022 at 06:40 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 : 6308
Unique Edges : 5060
Edges With Duplicates : 8413
Total Edges : 13473
Number of Edge Types : 5
Tweet : 1429
Replies to : 1110
Mentions : 2189
Retweet : 3217
MentionsInRetweet : 5528
Self-Loops : 1608
Reciprocated Vertex Pair Ratio : 0.0100013890818169
Reciprocated Edge Ratio : 0.0198047036171091
Connected Components : 1238
Single-Vertex Connected Components : 527
Maximum Vertices in a Connected Component : 2388
Maximum Edges in a Connected Component : 6484
Maximum Geodesic Distance (Diameter) : 18
Average Geodesic Distance : 7.127282
Graph Density : 0.000182759360189919
Modularity : 0.552697
NodeXL Version : 1.0.1.508
Data Import : The graph represents a network of 6,308 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, 26 November 2022 at 03:55 UTC.

The requested start date was Saturday, 26 November 2022 at 01:01 UTC and the maximum number of tweets (going backward in time) was 7,500.

The tweets in the network were tweeted over the 116-day, 6-hour, 39-minute period from Monday, 01 August 2022 at 00:01 UTC to Friday, 25 November 2022 at 06:40 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:
[49] https://www.tiktok.com/@sashasgraham/video/7154379732652543275?_t=8WV8bsbLpoQ&_r=1
[36] https://www.karlyletomms.com/single-post/2018/01/07/MeToo
[22] https://www.gothamjiujitsu.com/no_gi_brazilian_jiujitsu_training
[19] https://www.karlyletomms.com/
[14] http://williamhazelgrove.com/madam-president-recommended-in-the-new-york-times/
[12] https://www.shesbirdie.com/products/birdie-plus?rfsn=6158399.5e82c5&variant=41708935676079
[8] https://www.sportskeeda.com/pop-culture/who-michele-dauber-petition-remove-stanford-professor-receives-3-000-signatures-offensive-camille-vasquez-tweets
[7] https://www.gothamjiujitsu.com/women_self_defense
[6] https://www.change.org/p/doug-ford-resignation-of-stephen-lecce-minister-of-education
[6] https://www.rainn.org/articles/street-harassment

Top URLs in Tweet in G1:
[14] http://williamhazelgrove.com/madam-president-recommended-in-the-new-york-times/
[3] https://www.youtube.com/watch?v=UxYrbuv1NqA&t=335s

[3] https://www.talentedladiesclub.com/articles/why-timesup-for-the-one-person-holding-women-back/
[2] https://abcnews.go.com/Entertainment/britney-spears-stinky-boss-bodyguard-fernando-flores/story?id=14126596
[2] https://www.hollywoodreporter.com/news/general-news/metoo-five-years-later-times-up-1235228096/
[2] https://www.henrystewartconferences.com/property-hub/webinar/hs-property-hub-webinar-how-build-inclusive-culture-property-workplace
[2] https://exploresextalk.com/sex/consent/is-asking-for-consent-awkward/?utm_source=twitter
[2] https://exploresextalk.com/sex/consent/when-can-consent-be-withdrawn/?utm_source=twitter
[2] https://exploresextalk.com/abuse/sexual/what-is-sexual-assault/?utm_source=twitter
[1] https://www.youtube.com/watch?v=6cVtIGb-Biw&feature=youtu.be


Top URLs in Tweet in G2:
[8] https://www.sportskeeda.com/pop-culture/who-michele-dauber-petition-remove-stanford-professor-receives-3-000-signatures-offensive-camille-vasquez-tweets
[4] https://metoo.substack.com/p/the-great-pretenders-part-i-hollywoods
[2] https://deadline.com/2021/08/times-up-andrew-cuomo-roberta-kaplan-sexual-harassment-1234811410/
[1] https://twitter.com/letshearthetru/status/1218055765899956224
[1] https://www.nationalreview.com/2019/03/jussie-smollett-case-tina-tchen-role/
[1] https://twitter.com/i/web/status/1569835619114971136
[1] https://twitter.com/i/web/status/1579324775348199424
[1] https://twitter.com/letshearthetru/status/1582035077688532992
[1] https://twitter.com/i/web/status/1570199079032098816
[1] https://twitter.com/i/web/status/1569828340537917440

Top URLs in Tweet in G3:
[1] https://asrainvestigates.substack.com/p/anatomy-of-believeher-industry
[1] https://twitter.com/kennethmejiaLA/status/1516876350052716544
[1] https://twitter.com/jacobin/status/1593514347409510402
[1] https://podcasts.apple.com/au/podcast/life-and-crimes-with-andrew-rule/id1260800644?i=1000545327513
[1] https://twitter.com/EFFSouthAfrica/status/1523287784932454402
[1] https://twitter.com/OpIndia_com/status/1577586532705529856
[1] https://twitter.com/timnorfolk3/status/1573095501813235714
[1] https://twitter.com/nytimes/status/1562741664648552448
[1] https://twitter.com/i/web/status/1570757168626012161
[1] https://twitter.com/41st_side_718/status/1573471875031769089

Top URLs in Tweet in G4:
[1] https://tweetedtimes.com/v/17076

Top URLs in Tweet in G5:
[6] https://www.youtube.com/watch?v=xRFKKg-6OLU&feature=youtu.be

[2] https://www.youtube.com/watch?v=_ozg3bsd7kg&feature=youtu.be

[1] https://twitter.com/tntdrama/status/1554209352927416320
[1] https://twitter.com/i/web/status/1580740095719546880
[1] https://twitter.com/Spiro_Ghost/status/1580035816499576833
[1] https://twitter.com/RetroCoast/status/1580922958410752001
[1] https://twitter.com/SabotagedFool2/status/1567448528078749696?s=19
[1] https://twitter.com/SkyNews/status/1579333523785515009?s=19
[1] https://twitter.com/SabotagedFool2/status/1581615141015064578?s=19
[1] https://twitter.com/i/web/status/1582691611598671872

Top URLs in Tweet in G6:
[49] https://www.tiktok.com/@sashasgraham/video/7154379732652543275?_t=8WV8bsbLpoQ&_r=1
[4] https://www.billboard.com/music/music-news/timeline-abuse-allegations-marilyn-manson-9523386/
[2] https://twitter.com/katewalsh/status/948261234167525382
[1] https://twitter.com/MeTooMVMT/status/1530567168412241921
[1] https://twitter.com/i/web/status/1583241500242063360
[1] https://twitter.com/_sashasgraham/status/1581313821859532800
[1] https://twitter.com/womensmarch/status/1577674982125084674
[1] https://twitter.com/i/web/status/1573251491623829510
[1] https://twitter.com/i/web/status/1582072369585086464
[1] https://www.news.com.au/finance/work/at-work/report-reveals-culture-of-sexual-harassment-in-mining-industry/news-story/e489dd66db2f8b5fb6a01e40325437fa

Top URLs in Tweet in G7:
[1] https://twitter.com/oceansolitudeme/status/1328813408398012419?s=21&t=7b7dRlMBVyg1GO8twJgdEA
[1] https://twitter.com/mikefreethinker/status/1363886879163232256
[1] https://www.youtube.com/watch?v=zJvYo5pZEfE&feature=youtu.be
[1] https://twitter.com/i/web/status/1582524984802439168
[1] https://twitter.com/i/web/status/1555806291955785730

Top URLs in Tweet in G8:
[1] https://twitter.com/papi_b_dubs/status/1592982845714182146
[1] https://twitter.com/aaronsibarium/status/1560656478658494465
[1] https://twitter.com/i/web/status/1572762040443314178
[1] https://twitter.com/CrossConnection/status/1566075325326450689
[1] https://twitter.com/i/web/status/1570561780790996992
[1] https://twitter.com/i/web/status/1569949933167595520
[1] https://twitter.com/returnofbex/status/1569789874353446914
[1] https://twitter.com/i/web/status/1564863744672423936
[1] https://twitter.com/i/web/status/1564109400456970241
[1] https://twitter.com/i/web/status/1563767137583374337

Top URLs in Tweet in G9:
[2] https://www.rollingstone.com/politics/politics-features/a-timeline-of-donald-trumps-creepiness-while-he-owned-miss-universe-191860/
[1] https://twitter.com/robreiner/status/1565880074016292864
[1] https://twitter.com/KylaInTheBurgh/status/1567641763803693056
[1] https://twitter.com/i/web/status/1569695147478114308
[1] https://twitter.com/i/web/status/1579590763729809408
[1] https://twitter.com/i/web/status/1569192477290074118
[1] https://twitter.com/i/web/status/1569182782399684609
[1] https://twitter.com/i/web/status/1580708406377127936
[1] https://twitter.com/i/web/status/1583236458264993792
[1] https://twitter.com/SoulVersified/status/1050009817937526785

Top URLs in Tweet in G10:
[1] https://twitter.com/i/web/status/1585990723379380230
[1] https://twitter.com/i/web/status/1528636229834637316

Top Domains
Top Domains in Tweet in Entire Graph:
[749] twitter.com
[55] karlyletomms.com
[53] youtube.com
[51] tiktok.com
[29] gothamjiujitsu.com
[28] msn.com
[17] shesbirdie.com
[14] williamhazelgrove.com
[14] instagram.com
[13] co.uk

Top Domains in Tweet in G1:
[159] twitter.com
[22] youtube.com
[14] williamhazelgrove.com
[12] instagram.com
[6] exploresextalk.com
[3] variety.com
[3] nytimes.com
[3] wordpress.com
[3] hud.gov
[3] talentedladiesclub.com

Top Domains in Tweet in G2:
[41] twitter.com
[8] sportskeeda.com
[5] substack.com
[2] youtube.com
[2] deadline.com
[1] nationalreview.com
[1] go.com
[1] nodexlgraphgallery.org
[1] marieclaire.com
[1] wonderslist.com

Top Domains in Tweet in G3:
[10] twitter.com
[1] substack.com
[1] apple.com
[1] youtube.com

Top Domains in Tweet in G4:
[1] tweetedtimes.com

Top Domains in Tweet in G5:
[22] twitter.com
[11] youtube.com
[1] co.uk
[1] theguardian.com
[1] jfklibrary.org

Top Domains in Tweet in G6:
[49] tiktok.com
[12] twitter.com
[4] billboard.com
[1] com.au

Top Domains in Tweet in G7:
[4] twitter.com
[1] youtube.com

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

Top Domains in Tweet in G9:
[12] twitter.com
[2] rollingstone.com
[1] wearethecity.com
[1] yourquote.in
[1] local10.com

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

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[3720] timesup
[1302] metoo
[196] blacklivesmatter
[101] ticktock
[69] women
[65] mentoo
[62] enoughisenough
[61] freemason
[60] princeandrew
[60] jeffreyepstein



Top Hashtags in Tweet in G1:
[563] timesup
[107] metoo
[16] women
[13] timeshare
[13] inspirationalpeople
[13] transformation
[13] inspiringwomen
[13] inspirations
[12] glazersout
[12] clock

Top Hashtags in Tweet in G2:
[152] timesup
[53] metoo
[23] amberheard
[23] shutdownwomensmarch
[22] tinatchen
[18] micheledauber
[16] chessyprout
[16] lauraldunn
[8] mentoo
[8] amberheardisapsychopath

Top Hashtags in Tweet in G3:
[81] timesup
[28] metoo
[18] blacklist
[9] abuse
[7] tech
[7] liars
[2] punchandjudy
[2] quit
[2] savetwitter
[2] gamesup

Top Hashtags in Tweet in G4:
[176] blacklivesmatter
[176] metoo
[4] timesup
[3] newyorkuniversity
[3] clivedavisinstitute
[3] topicsinrecordedmusiclanadelrey
[1] jimmyfallonsoldhissoul
[1] satancametocollect
[1] guesswhathappenstopedosinhell
[1] askjimmyfallon

Top Hashtags in Tweet in G5:
[75] timesup
[9] weneedageneralelectionnow
[9] peoplehavetherighttochoose
[9] weneedtospeakupnow
[7] generalelectionnow
[6] handsoff
[6] england
[3] toriesout
[3] notbacktoboris
[2] deletepaypal

Top Hashtags in Tweet in G6:
[124] timesup
[96] metoo
[50] isupportanthonyrapp
[7] boycottmilani
[6] apologizetoamberheard
[6] standupforvictims
[3] istandwithamberheard
[3] johnnydeppisanabuser
[3] amberhearddeservesanapology
[3] census

Top Hashtags in Tweet in G7:
[22] timesup
[11] ticktock
[6] convicttrump
[5] trump
[5] fightforthethingsyoucareabout
[5] rbg
[5] ruthbaderginsburg
[3] justicematters
[3] christofascism
[2] scotus

Top Hashtags in Tweet in G8:
[91] timesup
[14] lockhimup
[4] traitorstoamerica
[4] trumpcrimefamily
[4] deplorable
[4] shame
[3] espionage
[3] agree
[3] truepatriot
[3] gonavy

Top Hashtags in Tweet in G9:
[101] timesup
[26] metoo
[25] traitor
[22] vote
[22] blue
[22] bluewave
[20] bluecrew
[19] enoughisenough
[18] donthecon
[18] lockhimup

Top Hashtags in Tweet in G10:
[83] timesup
[79] metoo
[51] mentoo
[2] justiceforjohnnydepp
[2] yesallwomen
[2] itsokwhenwedoit
[2] sweden
[2] rapeculture
[2] migrantcrisis
[2] feminism

Top Words
Top Words in Tweet in Entire Graph:
[3714] #timesup
[1302] #metoo
[629] time's
[415] women
[378] time
[327] abuse
[307] ù
[281] silence
[266] harassment
[255] ø

Top Words in Tweet in G1:
[562] #timesup
[107] #metoo
[82] time
[37] people
[37] women
[31] one
[24] more
[24] know
[20] times
[19] day

Top Words in Tweet in G2:
[152] #timesup
[117] letshearthetru
[74] mensurvivetoo
[53] #metoo
[51] thatumbrella
[47] laurabockov
[42] nwlc
[38] roaringrapids22
[37] catherinelhamon
[36] nwlcaf

Top Words in Tweet in G3:
[81] #timesup
[28] #metoo
[20] potus
[20] shervin
[18] #blacklist
[15] employees
[12] pishevar
[11] nyt
[11] ft
[11] wsj

Top Words in Tweet in G4:
[178] course
[176] social
[176] #metoo
[176] connection
[176] justice
[176] #blacklivesmatter
[176] movements
[175] such
[175] lana
[175] rey

Top Words in Tweet in G5:
[75] #timesup
[18] uk
[18] doesn
[18] chosen
[18] successor
[17] don
[17] conservatives
[16] back
[16] trussliz
[15] deserve

Top Words in Tweet in G6:
[124] #timesup
[96] #metoo
[87] heard
[84] resilientheard
[72] amber
[64] support
[53] movement
[53] decided
[52] abusive
[52] sacrifice

Top Words in Tweet in G7:
[89] glennkirschner2
[80] kiresists
[80] doj
[80] karen
[80] radioguychris
[80] head
[80] stephmillershow
[80] section
[80] morning
[80] integrity

Top Words in Tweet in G8:
[91] #timesup
[22] repmtg
[16] keep
[15] guess
[14] never
[14] lady
[14] #lockhimup
[14] obama
[14] biden
[14] under

Top Words in Tweet in G9:
[101] #timesup
[30] babaliciousdq1
[26] #metoo
[25] #traitor
[22] #blue
[22] #bluewave
[22] #vote
[20] #bluecrew
[20] yup
[19] #enoughisenough

Top Words in Tweet in G10:
[83] #timesup
[79] #metoo
[74] woman
[60] depp
[57] abuse
[52] victim
[51] abuser
[51] #mentoo
[51] time
[51] criminal

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[582] #metoo,#timesup
[200] #timesup,#metoo
[180] #blacklivesmatter,#metoo
[180] abuse,#timesup
[179] social,justice
[178] justice,movements
[178] such,#blacklivesmatter
[178] connection,social
[177] movements,such
[177] harassment,abuse

Top Word Pairs in Tweet in G1:
[70] #metoo,#timesup
[14] president,secret
[14] edith,wilson
[14] madam,president
[14] ny,times
[14] presidency,edith
[14] recommended,ny
[14] secret,presidency
[14] wilson,recommended
[14] #timesup,madam

Top Word Pairs in Tweet in G2:
[42] letshearthetru,mensurvivetoo
[36] fairfaxjustin,catherinelhamon
[36] nwlcunion,laurabockov
[36] catherinelhamon,nwlc
[36] nwlcaf,nwlcunion
[36] thatumbrella,roaringrapids22
[36] mensurvivetoo,fairfaxjustin
[36] laurabockov,thatumbrella
[36] nwlc,nwlcaf
[26] roberta,kaplan

Top Word Pairs in Tweet in G3:
[25] #metoo,#timesup
[14] #blacklist,#metoo
[10] nyt,wsj
[10] bloomberg,vice
[10] ft,nyt
[10] wsj,bloomberg
[9] shervin,afshinpishevar
[9] #timesup,ft
[8] nomination,look
[8] look,night

Top Word Pairs in Tweet in G4:
[176] justice,movements
[176] social,justice
[176] connection,social
[176] #blacklivesmatter,#metoo
[175] such,#blacklivesmatter
[175] movements,such
[175] course,discuss
[175] lana,rey
[175] rey,course
[174] star,connection

Top Word Pairs in Tweet in G5:
[18] successor,chosen
[18] uk,doesn
[18] doesn,successor
[12] boris,liar
[12] liar,back
[12] deserve,choice
[12] chosen,don
[12] don,boris
[11] general,election
[11] demand,general

Top Word Pairs in Tweet in G6:
[77] #metoo,#timesup
[71] amber,heard
[52] movement,died
[52] died,minute
[52] #timesup,movement
[52] worthy,sacrifice
[52] abusive,mob
[52] minute,decided
[52] decided,amber
[52] heard,worthy

Top Word Pairs in Tweet in G7:
[80] public,integrity
[80] morning,karen
[80] therealtbone,radioguychris
[80] integrity,section
[80] stephmillershow,therealtbone
[80] head,doj
[80] karen,head
[80] doj,public
[80] radioguychris,morning
[80] kiresists,stephmillershow

Top Word Pairs in Tweet in G8:
[14] obama,biden
[14] guess,never
[14] investigation,espionage
[14] email,lady
[14] never,under
[14] under,investigation
[14] espionage,right
[14] lady,obama
[14] biden,keep
[14] right,email

Top Word Pairs in Tweet in G9:
[22] #blue,#bluewave
[22] #vote,#blue
[20] #bluewave,#bluecrew
[17] #lockhimup,#enoughisenough
[16] #bluecrew,#voteblue
[16] #timesup,#donthecon
[15] #trumpvirus,#traitor
[15] #voteblue,#savedemocracy
[15] #usa,#equalityforall
[15] #savedemocracy,#usa

Top Word Pairs in Tweet in G10:
[50] abuser,criminal
[50] #mentoo,female
[50] #metoo,time
[50] time,#mentoo
[50] victim,woman
[50] female,abuser
[50] #timesup,#metoo
[49] ellisgreg,#timesup
[38] criminal,œimperfect
[38] woman,whoâ

Top Replied-To
Top Replied-To in Entire Graph:
@realkillerkross
@potus
@jim_jordan
@donaldjtrumpjr
@repmtg
@lincolnrestler
@letshearthetru
@conservatives
@laurenboebert
@wwe

Top Replied-To in G2:
@letshearthetru
@mensurvivetoo
@picky_bee
@botmignon
@50lux14
@charlievisconti
@xoxoaudrey4ever
@weebitb
@childseagull
@robjamesmckenna

Top Replied-To in G3:
@potus
@elonmusk
@blackknight10k
@gadsaad
@stillgray
@itmedawg
@pinkerbellpixie
@maxberger
@johnpavlovitz
@zelenskyyua

Top Replied-To in G4:
@popcrave

Top Replied-To in G5:
@conservatives
@conspost
@telegraph
@trussliz
@skynews
@brugesgroup
@nadinedorries
@huffpost
@q66suzi
@berniespofforth

Top Replied-To in G6:
@milanicosmetics
@tracysnote
@katewalsh
@speakfreespeak
@michelleeo
@femaledatingpro
@edwindroom
@kimyenchu
@bobbywhatever_

Top Replied-To in G7:
@glennkirschner2
@kylegriffin1
@duty2warn
@dashdobrofsky
@kiresists
@blackphysicists
@texasmacguy
@meidastouch
@jonny_monnaco
@aweissmann_

Top Replied-To in G8:
@donaldjtrumpjr
@jim_jordan
@repmtg
@laurenboebert
@seanhannity
@actbrigitte
@foxnews
@erictrump
@randpaul
@mattgaetz

Top Replied-To in G9:
@tedcruz
@herschelwalker
@chuckgrassley
@tristansnell
@marcorubio
@andrewyang
@ap
@karilake
@donwinslow
@abbottcampaign

Top Replied-To in G10:
@zhu_shi_di
@hollywoodspin
@clairearichards
@ellisgreg

Top Mentioned
Top Mentioned in Entire Graph:
@shondarhimes
@popcrave
@letshearthetru
@realkillerkross
@lady_scarlett13
@moneoa
@womenforchange5
@resilientheard
@glennkirschner2
@berrystalliance

Top Mentioned in G1:
@mojosiedlak
@oshunpublicaton
@exploresextalk
@thebruvstv
@rosemaecooper
@bonnielowkramen
@lumumbabandele
@_dipikar
@fancienanc

Top Mentioned in G2:
@letshearthetru
@mensurvivetoo
@thatumbrella
@laurabockov
@roaringrapids22
@catherinelhamon
@nwlc
@fairfaxjustin
@nwlcaf
@nwlcunion

Top Mentioned in G3:
@ft
@nyt
@wsj
@potus
@bloomberg
@vice
@shervin
@afshinpishevar
@katie_teacher16
@elonmusk

Top Mentioned in G4:
@popcrave
@worldmusicaward

Top Mentioned in G5:
@trussliz
@conservatives
@msjadeonline
@youtube
@leahcwilliamson
@handsoffglobal
@jeremycorbyn
@borisjohnson
@pcs_union
@chrismgra

Top Mentioned in G6:
@resilientheard
@_sashasgraham
@dayzeechains
@ibelieveyoua
@milanicosmetics
@deppfamous
@stirgussa
@wls_almostthere
@lapdchiefmoore
@katewalsh

Top Mentioned in G7:
@glennkirschner2
@stephmillershow
@therealtbone
@radioguychris
@kiresists
@gop
@rhysahrenstein
@dashdobrofsky
@oceansolitudeme
@taylor_sartre

Top Mentioned in G8:
@repmtg
@sjmomresistance
@pelleggi2
@gop
@jim_jordan
@leadermcconnell
@anemonanyc
@rexchapman
@donaldjtrumpjr
@tuckercarlson

Top Mentioned in G9:
@babaliciousdq1
@thejusticedept
@gregabbott_tx
@penejon
@ynb
@joneshospodtx
@murphwez
@droz
@vaw511
@ctyroned

Top Mentioned in G10:
@ellisgreg
@winonasrider
@femcondition
@latimes
@christinapykles
@basurapro
@augustbrown
@anoushasakoui
@hbbtruth
@hollywoodspin

Top Tweeters
Top Tweeters in Entire Graph:
@matthewtwihard
@stephenoflyf
@btcare
@joni_looking
@m2bliquis
@sahelhkj
@independent
@daily_express
@marthalynneowe1
@lesleygsmith3

Top Tweeters in G1:
@mile_by_mile
@reeltalker
@ronsupportsyou
@kevskewl
@atomreisfleisch
@mariaemma16
@netstryke
@rocketman46
@talentedladies
@charlie85915085

Top Tweeters in G2:
@marionste
@everian777
@thr
@stewbieschanel
@leelaaddams
@davidpoland
@la77465262
@aviaum
@marieclaire
@tericeecee

Top Tweeters in G3:
@ndtv
@reuters
@nytimes
@stillgray
@time
@abc
@nyt
@wsj
@gma
@ft

Top Tweeters in G4:
@stephenoflyf
@belladonamodels
@koki5_3
@wastedondeml
@serchfilm
@reputati0ntv
@ulttraviolanna
@yunadi_jjk9124
@marleyrose0725
@jramon1998

Top Tweeters in G5:
@btcare
@heidiec5
@huffpost
@estrellamabiz
@skynews
@telegraph
@joy31608
@notcapnamerica
@debraj112
@lbc

Top Tweeters in G6:
@matthewtwihard
@morseheywood
@rihspectme
@mayu__chan
@madburnishjae
@hallwayhighway
@mbabz95
@pezedvvards
@cashoutchloe1
@hireblackppl

Top Tweeters in G7:
@blackphysicists
@cynicalvision50
@jengrimes8
@barbcast60
@pameladubsky49
@queenymom
@anitapeck11
@jencages
@muddyinpb
@gailborges

Top Tweeters in G8:
@realtuckfrumper
@foxnews
@sherrysmolders
@hillbeverlyhill
@newsweek
@rexchapman
@epochtimes
@debc17593354
@thomahall
@jeremynewberger

Top Tweeters in G9:
@trumpgot2go
@vaw511
@denver_rose
@m_k_fletcher
@melodyisdestiny
@ireland0828
@santo_aol
@ap
@justgrateful
@gemini_iam2

Top Tweeters in G10:
@latimes
@maclizzie
@buddhaworship
@kateloving
@srinivas3631
@heidos777
@hbbtruth
@e_revolutionist
@avatans
@lilygomezc2016