#metoo, Twitter, 7/9/2020 4:36:56 PM, 230428


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#metoo_2020-07-09_04-21-37.xlsx
#metoo_2020-07-09_04-21-37.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
July 09, 2020
Short Description:
#metoo via NodeXL https://bit.ly/3gGJ1OR
@solenanne_gael
@edwyplenel
@nytimes
@femeninna
@phing7464
@paulinebock
@realdonaldtrump
@emmazighen
@mikohiyama
@gdarmanin

Top hashtags:
#metoo
#أنا_أيضا
#nojusticenopeace
#metoosudan
#maga
#qanon
#democrats
#keithellison

Description:
Description
The graph represents a network of 6,164 Twitter users whose tweets in the requested range contained "#metoo", or who were replied to or mentioned in those tweets. The network was obtained from the NodeXL Graph Server on Thursday, 09 July 2020 at 11:23 UTC.

The requested start date was Thursday, 09 July 2020 at 00:01 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, 2-hour, 5-minute period from Tuesday, 07 July 2020 at 19:07 UTC to Wednesday, 08 July 2020 at 21:12 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 : 6164
Unique Edges : 3449
Edges With Duplicates : 6255
Total Edges : 9704
Number of Edge Types : 5
MentionsInRetweet : 3429
Mentions : 1027
Retweet : 2971
Replies to : 518
Tweet : 1759
Self-Loops : 1804
Reciprocated Vertex Pair Ratio : 0.00651397352384955
Reciprocated Edge Ratio : 0.0129436325678497
Connected Components : 1963
Single-Vertex Connected Components : 1212
Maximum Vertices in a Connected Component : 918
Maximum Edges in a Connected Component : 1930
Maximum Geodesic Distance (Diameter) : 18
Average Geodesic Distance : 6.46466
Graph Density : 0.00012609002058821
Modularity : 0.564142
NodeXL Version : 1.0.1.437
Data Import : The graph represents a network of 6,164 Twitter users whose tweets in the requested range contained "#metoo", or who were replied to or mentioned in those tweets. The network was obtained from the NodeXL Graph Server on Thursday, 09 July 2020 at 11:23 UTC.

The requested start date was Thursday, 09 July 2020 at 00:01 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, 2-hour, 5-minute period from Tuesday, 07 July 2020 at 19:07 UTC to Wednesday, 08 July 2020 at 21:12 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 : #metoo
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:
[272] https://medium.com/@sterling.mom2/my-experiences-of-systemic-racism-and-sexism-at-pixar-a529d1abc7b6
[24] https://www.franceinter.fr/politique/eric-dupond-moretti-l-anti-metoo
[18] https://www.washingtonpost.com/national-security/2020/07/07/vanessa-guillen-servicewomen-veterans/
[7] https://news.yahoo.com/fort-hood-soldiers-death-sparks-225322733.html
[7] https://www.amazon.com/dp/B071DT5PFK
[6] https://medium.com/m/global-identity?redirectUrl=https%3A%2F%2Fknock-la.com%2Fdoes-metoo-apply-to-students-in-charter-schools-e6af720fbda%3Fsource%3Dfriends_link%26sk%3Df3f1d15d7edcca51a65ccdaeb2110610
[6] https://www.dailymail.co.uk/news/article-8480627/Musician-Ryan-Adams-reveals-hes-sober-pens-raw-apology.html?ito=amp_twitter_share-top
[6] https://www.tatteredcover.com/book/9780744323344
[5] http://terreur-graphique.blogs.liberation.fr/2020/07/08/ministere-amer/
[4] https://www.amazon.com/Suzy-Has-Secret-S-Jackson-ebook/dp/B07CLDLZY8/ref=sr_1_1?s=books&ie=UTF8&qid=1526130683&sr=1-1&keywords=suzy+has+a+secret

Top URLs in Tweet in G1:
[8] https://www.washingtonpost.com/national-security/2020/07/07/vanessa-guillen-servicewomen-veterans/
[3] https://news.trust.org/item/20200707172441-h7fgi/
[2] https://apple.news/ANBrTkFYwS5ak2B__R4CP7Q
[2] https://www.bbc.com/news/world-europe-53319441
[2] https://www.1tv.ru/shows/pust-govoryat
[1] https://twitter.com/pretty_leisha/status/1280577299730116615
[1] https://twitter.com/nonunnun/status/1280578560500076544
[1] https://twitter.com/hlaurora63/status/1280572049413541893
[1] https://www.instagram.com/accounts/login/?next=/p/CCWjGLLJEyU/%3Figshid%3D1kdixq11yaie5
[1] https://www.afropages.fr/courrier-international/affaire-vanessa-guillen-le-debut-d-un-metoo-dans-l-armee-americaine

Top URLs in Tweet in G2:
[272] https://medium.com/@sterling.mom2/my-experiences-of-systemic-racism-and-sexism-at-pixar-a529d1abc7b6

Top URLs in Tweet in G3:
[1] https://twitter.com/EricNaulleau/status/1280813970404847618

Top URLs in Tweet in G4:
[4] https://www.facebook.com/BonsoirBruce/
[1] https://www.courrierinternational.com/revue-de-presse/vu-du-canada-une-vague-metoo-deferle-sur-la-multinationale-du-jeu-video-ubisoft?utm_medium=Social&utm_source=Twitter&Echobox=1593333168
[1] https://www.courrierinternational.com/article/etats-unis-affaire-vanessa-guillen-le-debut-dun-metoo-dans-larmee-americaine?utm_medium=Social&utm_source=Twitter&Echobox=1594147105

Top URLs in Tweet in G5:
[1] https://twitter.com/queen_asadoya/status/1280802613496295424

Top URLs in Tweet in G7:
[3] https://www.franceinter.fr/politique/eric-dupond-moretti-l-anti-metoo
[2] https://www.franceinter.fr/politique/eric-dupond-moretti-l-anti-metoo?utm_medium=Social&utm_source=Twitter#Echobox=1594122600
[1] https://vigimi.fr/f/actualites-fr/entry/au-revoir-christophe-castaner-mais-pas-de-rejouissance-vu-les-successeurs
[1] https://twitter.com/bfmtv/status/1280866285249867777
[1] https://twitter.com/beaulieubap/status/1280603389727068162

Top URLs in Tweet in G8:
[1] https://www.politico.eu/article/does-french-president-emmanuel-macron-have-a-women-gender-equality-problem/
[1] https://radioparleur.net/2020/07/08/les-dossiers-de-lete-les-elections-municipales/
[1] https://www.mediapart.fr/journal/france/070720/droits-des-femmes-le-gouvernement-de-la-honte?utm_source=twitter&utm_medium=social&utm_campaign=Sharing&xtor=CS3-67
[1] https://www.marieclaire.fr/pour-defendre-george-tron-eric-dupond-moretti-plaide-s-attaque-aux-plaignantes-et-aux-feministes,1287612.asp
[1] https://twitter.com/paulinemski/status/1280474445468090368

Top URLs in Tweet in G9:
[1] https://twitter.com/speakerpelosi/status/1280897010669957120
[1] https://twitter.com/AmorPatriae1776/status/1280652616297582593
[1] https://ir.shareaholic.com/e?a=1&u=https://www.washingtontimes.com/news/2020/apr/23/vernon-jones-pro-trump-georgia-democrat-reverses-d/%3Futm_campaign%3Dshareaholic%26utm_medium%3Dtwitter%26utm_source%3Dsocialnetwork&r=1
[1] https://twitter.com/SallyAlbright/status/1280926656350375936
[1] https://www.vox.com/2020/3/27/21195935/joe-biden-sexual-assault-allegation
[1] https://www.bbc.com/news/world-us-canada-52462113
[1] https://www.petermarinoarchitect.com/work
[1] https://twitter.com/debramessing/status/1280174870517735425

Top URLs in Tweet in G10:
[16] https://www.franceinter.fr/politique/eric-dupond-moretti-l-anti-metoo
[2] https://twitter.com/simonemediafr/status/1280899928009707524
[1] https://twitter.com/LyesLouffok/status/1280216660792705024
[1] https://twitter.com/sandrousseau/status/1280597041513668612
[1] https://www.huffingtonpost.fr/entry/une-enquete-ouverte-contre-un-street-artiste-accuse-de-viol_fr_5f05d0d5c5b63a72c33b99e1?ncid=other_twitter_cooo9wqtham&utm_campaign=share_twitter
[1] https://twitter.com/franceinfo/status/1280227994682961921
[1] https://www.bbc.com/news/world-europe-53319441
[1] https://www.gqmagazine.fr/pop-culture/article/dupond-moretti-je-ne-terrorise-personne-sauf-les-cons
[1] https://twitter.com/femeninna/status/1280500556902141954
[1] https://twitter.com/vltngr/status/1280457893205233664

Top Domains
Top Domains in Tweet in Entire Graph:
[279] medium.com
[208] twitter.com
[26] franceinter.fr
[22] amazon.com
[20] youtube.com
[18] washingtonpost.com
[14] co.uk
[12] nytimes.com
[11] instagram.com
[8] yahoo.com

Top Domains in Tweet in G1:
[68] twitter.com
[8] washingtonpost.com
[7] instagram.com
[4] nytimes.com
[3] bbc.com
[3] youtube.com
[3] trust.org
[2] apple.news
[2] 1tv.ru
[2] spotify.com

Top Domains in Tweet in G2:
[272] medium.com

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

Top Domains in Tweet in G4:
[4] facebook.com
[2] courrierinternational.com

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

Top Domains in Tweet in G7:
[5] franceinter.fr
[2] twitter.com
[1] vigimi.fr

Top Domains in Tweet in G8:
[1] politico.eu
[1] radioparleur.net
[1] mediapart.fr
[1] marieclaire.fr
[1] twitter.com

Top Domains in Tweet in G9:
[4] twitter.com
[1] shareaholic.com
[1] vox.com
[1] bbc.com
[1] petermarinoarchitect.com

Top Domains in Tweet in G10:
[16] franceinter.fr
[7] twitter.com
[1] huffingtonpost.fr
[1] bbc.com
[1] gqmagazine.fr

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[3893] metoo
[431] أنا_أيضا
[275] nojusticenopeace
[147] metoosudan
[120] maga
[120] qanon
[117] democrats
[116] keithellison
[116] thegreatawakening
[80] dilbechara



Top Hashtags in Tweet in G1:
[1251] metoo
[348] أنا_أيضا
[13] blacklivesmatter
[6] metoosudan
[6] timesup
[4] metoomovement
[4] johnnydepp
[4] feminism
[4] art
[4] graffiti

Top Hashtags in Tweet in G2:
[273] nojusticenopeace
[273] metoo
[1] heartbreaking

Top Hashtags in Tweet in G3:
[3] metoo
[1] zemmour
[1] darmanin

Top Hashtags in Tweet in G4:
[12] metoo
[11] bonsoirbruce
[5] vanessaguillen
[3] timesup
[2] ubisoft
[1] remaniementministeriel
[1] dupont
[1] moretti
[1] cultureduviol

Top Hashtags in Tweet in G5:
[150] metoo
[140] metoosudan
[6] أنا_أيضا

Top Hashtags in Tweet in G6:
[116] keithellison
[116] democrats
[116] metoo
[116] thegreatawakening
[116] maga
[116] qanon
[1] wwg1wga
[1] dnc
[1] marxist
[1] ccot

Top Hashtags in Tweet in G7:
[46] remaniementministeriel
[30] metoo
[6] affairedarmanin
[5] dupondmoretti
[5] darmanin
[4] viol
[4] cultureduviol
[3] amnesietraumatique
[3] edm
[3] dupont

Top Hashtags in Tweet in G8:
[34] metoo
[4] municipales2020
[4] giletsjaunes
[4] abstention
[2] municipales
[2] darmanin
[2] dupondmoretti
[2] pompili
[1] ecologie
[1] podcasts

Top Hashtags in Tweet in G9:
[46] metoo
[4] blm
[3] kag
[2] democrat
[2] maga
[2] believejoebiden
[2] believeallwomen
[2] lolitaexpress
[2] epsteinisland
[2] qanon

Top Hashtags in Tweet in G10:
[57] metoo
[27] inceste
[26] viol
[22] amnesietraumatique
[21] iwas
[14] stopprescription
[12] handicap
[12] pedocriminalite
[11] memepaspeur
[10] violencessexuelles

Top Words
Top Words in Tweet in Entire Graph:
[3887] #metoo
[1036] support
[989] women
[762] need
[749] speak
[744] change
[729] each
[729] coming
[728] country
[726] creating

Top Words in Tweet in G1:
[1248] #metoo
[620] women
[593] need
[593] support
[590] coming
[589] speak
[589] creating
[589] change
[589] country
[588] each

Top Words in Tweet in G2:
[273] abetaraky
[273] #nojusticenopeace
[273] support
[273] #metoo
[272] absolutely
[272] gutted
[272] afghan
[272] womans
[272] experience
[272] pixar

Top Words in Tweet in G3:
[295] aurait
[294] fallu
[148] ericnaulleau
[148] nommer
[148] darmanin
[148] accusé
[147] résumons
[147] intérieur
[147] car
[147] tout

Top Words in Tweet in G4:
[204] accused
[204] rape
[103] paulinebock
[103] france's
[103] minister
[102] man
[102] interior
[102] lawyer
[102] defended
[102] politician

Top Words in Tweet in G5:
[150] #metoo
[140] #metoosudan
[138] trigger
[138] warning
[138] part
[134] queen_asadoya
[109] sexual
[106] rape
[105] assault
[105] self

Top Words in Tweet in G6:
[116] keith
[116] ellison
[116] democrat
[116] attorney
[116] general
[116] minnesota
[116] #keithellison
[116] #democrats
[116] #metoo
[116] #thegreatawakening

Top Words in Tweet in G7:
[50] gdarmanin
[46] #remaniementministeriel
[44] vu
[44] bilan
[43] réjouissances
[43] loue
[43] ccastaner
[43] coup
[43] d'une
[42] vigi_mi

Top Words in Tweet in G8:
[60] cause
[59] grande
[59] quinquennat
[56] trois
[56] ans
[56] après
[56] femmes
[55] proclamation
[55] égalité
[55] hommes

Top Words in Tweet in G9:
[45] #metoo
[14] alyssa_milano
[13] joebiden
[13] realdonaldtrump
[8] debramessing
[8] please
[8] people
[7] movement
[7] potus
[6] really

Top Words in Tweet in G10:
[60] ans
[57] #metoo
[44] moretti
[37] violée
[32] dupond
[29] mikohiyama
[28] emilie
[27] justice
[26] 14
[26] car

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[722] women,need
[722] need,speak
[722] speak,support
[722] support,each
[722] each,creating
[722] creating,change
[722] change,country
[702] country,coming
[655] coming,generations
[654] generations,#metoo

Top Word Pairs in Tweet in G1:
[588] women,need
[588] need,speak
[588] speak,support
[588] support,each
[588] each,creating
[588] creating,change
[588] change,country
[588] country,coming
[588] coming,generations
[587] generations,#metoo

Top Word Pairs in Tweet in G2:
[273] #nojusticenopeace,support
[273] support,#metoo
[272] absolutely,gutted
[272] gutted,afghan
[272] afghan,womans
[272] womans,experience
[272] experience,pixar
[272] pixar,#nojusticenopeace
[271] abetaraky,absolutely
[3] really,tough

Top Word Pairs in Tweet in G3:
[294] aurait,fallu
[148] fallu,nommer
[147] résumons,aurait
[147] nommer,darmanin
[147] darmanin,intérieur
[147] intérieur,car
[147] car,tout
[147] tout,accusé
[147] accusé,coupable
[147] coupable,aurait

Top Word Pairs in Tweet in G4:
[204] accused,rape
[102] man,accused
[102] rape,france's
[102] france's,interior
[102] interior,minister
[102] minister,lawyer
[102] lawyer,defended
[102] defended,politician
[102] politician,accused
[101] paulinebock,man

Top Word Pairs in Tweet in G5:
[139] #metoosudan,#metoo
[138] trigger,warning
[134] queen_asadoya,trigger
[127] part,#metoosudan
[105] warning,rape
[105] rape,sexual
[105] sexual,assault
[105] assault,self
[105] self,harm
[105] harm,emotional

Top Word Pairs in Tweet in G6:
[116] keith,ellison
[116] ellison,democrat
[116] democrat,attorney
[116] attorney,general
[116] general,minnesota
[116] minnesota,#keithellison
[116] #keithellison,#democrats
[116] #democrats,#metoo
[116] #metoo,#thegreatawakening
[116] #thegreatawakening,#maga

Top Word Pairs in Tweet in G7:
[43] #remaniementministeriel,réjouissances
[43] réjouissances,vu
[43] vu,gdarmanin
[43] gdarmanin,loue
[43] loue,bilan
[43] bilan,ccastaner
[43] ccastaner,coup
[43] coup,d'une
[42] vigi_mi,#remaniementministeriel
[42] d'une,pl

Top Word Pairs in Tweet in G8:
[59] grande,cause
[56] trois,ans
[56] ans,après
[55] après,proclamation
[55] proclamation,égalité
[55] égalité,femmes
[55] femmes,hommes
[55] hommes,grande
[55] cause,quinquennat
[55] quinquennat,bilan

Top Word Pairs in Tweet in G9:
[7] #metoo,movement
[4] tuckercarlson,please
[4] please,interview
[4] interview,scottbaio
[4] scottbaio,potus
[4] potus,please
[4] please,talk
[4] talk,abuses
[4] abuses,within
[4] within,called

Top Word Pairs in Tweet in G10:
[32] dupond,moretti
[26] emilie,violée
[26] violée,14
[26] 14,ans
[26] ans,car
[26] car,grandie
[26] grandie,#inceste
[26] #inceste,#viol
[26] #viol,proie
[26] proie,familiale

Top Replied-To
Top Replied-To in Entire Graph:
@schizomaurism
@bluevotr
@ortizjorlando90
@gelillak
@cnn
@alyssa_milano
@debramessing
@terrycrews
@gillesbornstein
@jewhaditm

Top Replied-To in G3:
@ericnaulleau

Top Replied-To in G4:
@paulinebock
@bfmtv

Top Replied-To in G7:
@cnews
@michelleblanc
@cyrillegibeault
@gdarmanin

Top Replied-To in G9:
@ortizjorlando90
@alyssa_milano
@debramessing
@rubinreport
@realdonaldtrump
@hkrassenstein
@sami2sick
@sheila413375
@matt_d_bob
@justasocialdem

Top Replied-To in G10:
@microcouscous

Top Mentioned
Top Mentioned in Entire Graph:
@abetaraky
@ericnaulleau
@queen_asadoya
@flyer1618
@paulinebock
@payal_rohatgi
@jelani9
@edwyplenel
@opindia_in
@aiphanmarcel

Top Mentioned in G1:
@therevelator18
@joyfreakcom
@worldforworld
@gibboanxious
@edsfilmicforays
@pccote66

Top Mentioned in G2:
@abetaraky

Top Mentioned in G3:
@ericnaulleau

Top Mentioned in G4:
@paulinebock
@carolinedehaas
@bfmtv
@courrierinter
@gourou64
@jfaerber
@dolmen_d
@osezlefeminisme

Top Mentioned in G5:
@queen_asadoya
@modasir_mahmoud
@uva_4
@lollygagxo
@fayhaelamin

Top Mentioned in G6:
@flyer1618

Top Mentioned in G7:
@gdarmanin
@ccastaner
@vigi_mi
@saadhillimpact
@osezlefeminisme
@emmanuelmacron
@marleneschiappa
@ursulalemenn
@alyssaahrabare
@cnews

Top Mentioned in G8:
@edwyplenel
@msolletty
@lenabred
@avft_
@radioparleur
@laury_anne
@rosalie_sal1
@fiona_tex
@lauredaussy
@annielahmer

Top Mentioned in G9:
@joebiden
@realdonaldtrump
@alyssa_milano
@potus
@debramessing
@thewantedemcees
@ninaturner
@scottbaio
@stillgray
@ameyalli_am_i

Top Mentioned in G10:
@mikohiyama
@moiaussiamnesie
@memoiretrauma
@marineturchi
@helenebidard
@whatdoesntkillu
@fatimabenomar_
@goffaurore
@cidffh
@emily_lykos

Top Tweeters
Top Tweeters in Entire Graph:
@afropages
@alhanda
@ee
@blabalade
@kanekos69
@threadreaderapp
@raymond_norman
@judehaste_write
@innovativehindu
@chidambara09

Top Tweeters in G1:
@afropages
@iam__network
@pairsonnalitesf
@wbellauthor
@mile_by_mile
@tammytabby
@moviestvmad
@littlered623
@blythe_club
@jenuinehealing

Top Tweeters in G2:
@canrugger
@osokido
@monodi
@everyfan3417
@kimoforce
@origamigryphon
@facefullabugs
@magicaimckenzie
@dmxi
@cosmicmon

Top Tweeters in G3:
@etrangeraseoul
@rockswagg
@musulmanfrance
@acropolitesse
@natureauxpommes
@starmediaphoto
@rose91912584
@micky91
@zippo4722
@31madara

Top Tweeters in G4:
@orgetorix
@oatcake1967
@bfmtv
@kdarbandi
@domjdom
@tetunicois
@lumpmatuer
@cherni__
@6supergay9
@moodytako

Top Tweeters in G5:
@aisra_
@mmhhooda
@zola_punk
@sleezy91
@yagheeens
@anxious_han
@notanyonebabe
@mahgoubmali
@hajory_2
@zofa56

Top Tweeters in G6:
@papacass84
@sharonf1001
@muskyx2persons
@debgagahiggan
@nebelung_ana
@janiceponchak
@vjbrooks12
@mikehes52772147
@free2design
@oregonnative2

Top Tweeters in G7:
@maria_andy2
@d5343313
@manouchkya
@marc_claret75
@cnews
@neylakenza
@ln123champagne
@veroniqueperrot
@elisa15000
@_avemaia_

Top Tweeters in G8:
@blabalade
@thalassa2008
@voltuan
@east_of_hell
@alitsp
@margpompom
@un_bourguignon
@fluffyfaucheuse
@didierjean050
@cimedudiable

Top Tweeters in G9:
@mtrushmore2016
@stanspak
@abc
@stillgray
@thewantedemcees
@admiralmpj
@prepperbot
@jackposobiec
@livid2point0
@brendafb

Top Tweeters in G10:
@isulanabianchi
@jocelyneouang
@cedric_temple
@helenebbb
@kerangle
@cordaniofficiel
@lilidebastia30
@memoiretrauma
@debroissiagisl1
@toftwoui