cyber bullying, Twitter, 11/8/2019 2:42:43 PM, 215747


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cyber bullying Twitter NodeXL SNA Map and Report for Friday, 08 November 2019 at 13:49 UTC
cyber bullying Twitter NodeXL SNA Map and Report for Friday, 08 November 2019 at 13:49 UTC
From:
SMRFoundation
Uploaded on:
November 08, 2019
Short Description:
cyber bullying via NodeXL http://bit.ly/2WVwcrh
@monstaxeurope
@officialmonstax
@chaewona_
@realfruitstage
@lostandagonized
@leggobebe
@borskikay
@onlytragirl
@mailonline
@starshipent

Top hashtags:
#monbebe
#loveuwonho
#rhonj
#mbbcanbeyourhero
#cyberbullying

Description:
Description
The graph represents a network of 5,372 Twitter users whose recent tweets contained "cyber bullying", or who were replied to or mentioned in those tweets, taken from a data set limited to a maximum of 5,000 tweets. The network was obtained from Twitter on Friday, 08 November 2019 at 13:52 UTC.

The tweets in the network were tweeted over the 2-day, 2-hour, 42-minute period from Wednesday, 06 November 2019 at 11:04 UTC to Friday, 08 November 2019 at 13:46 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 : 5372
Unique Edges : 5841
Edges With Duplicates : 555
Total Edges : 6396
Number of Edge Types : 4
Retweet : 3851
Tweet : 610
Replies to : 587
Mentions : 1348
Self-Loops : 617
Reciprocated Vertex Pair Ratio : 0.00564663023679417
Reciprocated Edge Ratio : 0.0112298496649158
Connected Components : 939
Single-Vertex Connected Components : 362
Maximum Vertices in a Connected Component : 2201
Maximum Edges in a Connected Component : 3176
Maximum Geodesic Distance (Diameter) : 18
Average Geodesic Distance : 4.063899
Graph Density : 0.000191349173528226
Modularity : 0.805979
NodeXL Version : 1.0.1.421
Data Import : The graph represents a network of 5,372 Twitter users whose recent tweets contained "cyber bullying", or who were replied to or mentioned in those tweets, taken from a data set limited to a maximum of 5,000 tweets. The network was obtained from Twitter on Friday, 08 November 2019 at 13:52 UTC.

The tweets in the network were tweeted over the 2-day, 2-hour, 42-minute period from Wednesday, 06 November 2019 at 11:04 UTC to Friday, 08 November 2019 at 13:46 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 : TwitterSearch
Graph Term : cyber bullying
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:
[15] https://www.dailymail.co.uk/news/article-7656117/Samantha-Markle-complains-victim-cyber-bullying.html
[10] https://twitter.com/thegamescage/status/1191910469990260742
[7] https://twitter.com/jarule/status/1192078565162004481
[6] https://medium.com/@info.matthewwatts/https-medium-com-monsta-x-being-a-k-pop-idol-in-the-age-of-online-harassment-ac0e77a16c58
[6] https://www.indiaglitz.com/cyber-bullies-get-a-heartfelt-message-from-rashmika-mandanna-tamil-news-247393
[6] https://www.youtube.com/watch?v=FmDfji8rL7c

[5] https://twitter.com/justineannan/status/1192292789213696000
[4] https://twitter.com/kumisaurus/status/1192362497338048513
[4] https://www.beefmagazine.com/communication/activists-cyber-bullying-meatless-propaganda
[4] https://help.twitter.com/ja/safety-and-security/cyber-bullying-and-online-abuse

Top URLs in Tweet in G1:
[1] https://twitter.com/MonstaXEurope/status/1192023726017204224

Top URLs in Tweet in G2:
[5] https://medium.com/@info.matthewwatts/https-medium-com-monsta-x-being-a-k-pop-idol-in-the-age-of-online-harassment-ac0e77a16c58
[2] https://twitter.com/globalmbbunion/status/1192480966083842048
[2] https://link.medium.com/5mXEAJDpq1
[1] https://twitter.com/MonbebeNews/status/1192763838162182145
[1] https://twitter.com/change/status/1191897753166761984
[1] https://twitter.com/kihbebes/status/1192178844222054400
[1] https://twitter.com/leejoopreme/status/1192625802468380672
[1] https://twitter.com/wonhocomeback14/status/1192483424159834113
[1] https://twitter.com/kihaeex/status/1192485376499339264
[1] https://twitter.com/bella__cara/status/1192482465803313152

Top URLs in Tweet in G4:
[4] https://www.dailymail.co.uk/news/article-7656117/Samantha-Markle-complains-victim-cyber-bullying.html
[3] https://twitter.com/istgfu/status/1191979903866019845
[2] https://twitter.com/fancykyun/status/1192088197150511110
[2] http://www.childproofparenting.com/blog/cyber-bullying?utm_campaign=tips-to-keeping-kids-safe-from-cyberbullying&utm_medium=social_link&utm_source=missinglettr-twitter
[2] https://help.twitter.com/ja/safety-and-security/cyber-bullying-and-online-abuse
[2] https://twitter.com/thegamescage/status/1191910469990260742
[2] https://twitter.com/kumisaurus/status/1192362497338048513
[2] https://malayalam.filmibeat.com/news/rashmika-mandanna-lashes-out-on-cyber-bullying-057052.html
[2] https://parentsecurityonline.com/cyberbullying-cyberbully-newly-proposed-emojis-aim-to-tackle-cyber-bullying/
[2] https://parentsecurityonline.com/cyberbullying-cyberbully-cyber-bullying-affects-more-girls-than-boys-in-northern-ireland/

Top URLs in Tweet in G5:
[1] https://twitter.com/2basithole/status/1192162218282012675
[1] https://twitter.com/ando_elena/status/1192149076852297733
[1] https://twitter.com/MyLifeAsSne/status/1192005050291359745

Top URLs in Tweet in G7:
[1] https://twitter.com/threadreaderapp/status/1192296477542027264

Top URLs in Tweet in G10:
[2] https://www.dailymail.co.uk/news/article-7656117/Samantha-Markle-complains-victim-cyber-bullying.html
[1] https://itunes.apple.com/app/apple-store/id384101264?pt=300983&ct=social-shares-in-app&mt=8

Top Domains
Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[1228] monbebe
[129] loveuwonho
[42] rhonj
[34] mbbcanbeyourhero
[30] cyberbullying
[30] rachelkolisi
[30] 몬베베는_무너지지_않아
[21] meghanmarkle
[12] priddy
[11] samanthamarkle



Top Hashtags in Tweet in G1:
[1143] monbebe

Top Hashtags in Tweet in G2:
[125] loveuwonho
[68] monbebe
[29] mbbcanbeyourhero
[28] 몬베베는_무너지지_않아
[6] 몬엑_행복해지길_바래
[6] monstax7shineforever
[4] 우리_항상_네_곁에_있을게요
[4] wonhowegotyourback
[4] mbbcanbeyouhero
[3] 몬베베는_널해

Top Hashtags in Tweet in G4:
[11] rachelkolisi
[10] rhonj
[10] cyberbullying
[8] cyberbully
[4] spm2019
[4] bullying
[3] standupforx1
[2] makehistoryforwonho
[2] socialmedia
[2] parenting

Top Hashtags in Tweet in G5:
[16] rachelkolisi

Top Hashtags in Tweet in G7:
[12] priddy
[1] ourperfectwedding
[1] kfcproposal
[1] shomajozi

Top Hashtags in Tweet in G10:
[4] bebest
[1] samanthamarkle
[1] bn9polk

Top Words
Top Words in Tweet in Entire Graph:
[2899] Words in Sentiment List#1: Positive
[17652] Words in Sentiment List#2: Negative
[0] Words in Sentiment List#3: (Add your own word list)
[154978] Non-categorized Words
[175529] Total Words
[5303] bullying
[5124] cyber
[1559] against
[1370] please
[1325] harassment

Top Words in Tweet in G1:
[1145] cyber
[1145] bullying
[1144] against
[1143] #monbebe
[1143] fight
[1143] harassment
[1143] defending
[1143] boys
[1143] suffered
[1143] please

Top Words in Tweet in G2:
[567] bullying
[561] cyber
[424] officialmonstax
[254] against
[251] starshipent
[187] stop
[187] defamation
[183] fighting
[151] #몬엑_행복해지길_바래
[151] #monstax7shineforever

Top Words in Tweet in G3:
[498] cyber
[498] bullying
[422] month
[420] attacking
[420] izone
[420] x1
[410] mental
[410] health
[377] funny
[377] last

Top Words in Tweet in G4:
[382] bullying
[376] cyber
[44] stop
[32] people
[23] twitter
[19] really
[16] one
[15] victim
[14] ക
[13] never

Top Words in Tweet in G5:
[437] y'all
[285] bullying
[284] cyber
[238] people
[233] #rachelkolisi
[219] name
[219] understand
[218] normalizing
[218] worst
[218] thing

Top Words in Tweet in G6:
[226] spm
[226] students
[226] look
[226] guys
[226] done
[226] towards
[226] miss
[226] laura
[226] melissa
[226] williams

Top Words in Tweet in G7:
[323] bullying
[257] cyber
[138] nothing
[126] see
[125] ve
[125] normalized
[125] hence
[125] don
[125] wrong
[125] defend

Top Words in Tweet in G8:
[346] nigga
[174] cyber
[174] bullying
[174] fuck
[172] hahahahahahahaha
[172] hahahaha
[172] walk
[172] away
[172] screen
[172] close

Top Words in Tweet in G9:
[153] arashi
[102] inappropriate
[52] cyber
[52] bullying
[51] people
[51] stop
[51] tagging
[51] freaking
[51] highly
[51] cheap

Top Words in Tweet in G10:
[31] cyber
[31] bullying
[17] flotus
[10] markle
[10] going
[9] samantha
[7] realdonaldtrump
[7] the_bmc
[7] half
[7] sister

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[5052] cyber,bullying
[1349] against,cyber
[1302] bullying,harassment
[1231] fight,against
[1226] #monbebe,fight
[1226] harassment,defending
[1226] defending,boys
[1226] boys,suffered
[1226] suffered,please
[1226] please,taint

Top Word Pairs in Tweet in G1:
[1145] cyber,bullying
[1144] against,cyber
[1143] #monbebe,fight
[1143] fight,against
[1143] bullying,harassment
[1143] harassment,defending
[1143] defending,boys
[1143] boys,suffered
[1143] suffered,please
[1143] please,taint

Top Word Pairs in Tweet in G2:
[561] cyber,bullying
[238] officialmonstax,starshipent
[177] stop,cyber
[150] fighting,against
[147] #몬엑_행복해지길_바래,#monstax7shineforever
[144] defamation,cyber
[143] sometimes,wonder
[143] wonder,fighting
[143] against,defamation
[143] bullying,football

Top Word Pairs in Tweet in G3:
[498] cyber,bullying
[410] mental,health
[377] funny,last
[377] last,month
[377] month,stan
[377] stan,twt
[377] twt,talking
[377] talking,mental
[377] health,important
[377] important,blaming

Top Word Pairs in Tweet in G4:
[363] cyber,bullying
[25] stop,cyber
[12] victim,cyber
[11] social,media
[9] samantha,markle
[8] against,cyber
[8] #cyberbullying,#cyberbully
[7] bullying,cyber
[7] mental,health
[6] bullying,stop

Top Word Pairs in Tweet in G5:
[283] cyber,bullying
[218] normalizing,cyber
[218] bullying,worst
[218] worst,thing
[218] thing,seen
[218] seen,social
[218] social,media
[218] media,lately
[218] lately,y'all
[218] y'all,notice

Top Word Pairs in Tweet in G6:
[226] spm,students
[226] students,look
[226] look,guys
[226] guys,done
[226] done,towards
[226] towards,miss
[226] miss,laura
[226] laura,melissa
[226] melissa,williams
[226] williams,announced

Top Word Pairs in Tweet in G7:
[257] cyber,bullying
[125] ve,normalized
[125] normalized,cyber
[125] bullying,hence
[125] hence,don
[125] don,see
[125] see,nothing
[125] nothing,wrong
[125] wrong,defend
[79] social,media

Top Word Pairs in Tweet in G8:
[174] cyber,bullying
[172] hahahahahahahaha,fuck
[172] fuck,cyber
[172] bullying,hahahaha
[172] hahahaha,nigga
[172] nigga,walk
[172] walk,away
[172] away,screen
[172] screen,nigga
[172] nigga,close

Top Word Pairs in Tweet in G9:
[52] cyber,bullying
[51] people,stop
[51] stop,tagging
[51] tagging,arashi
[51] arashi,freaking
[51] freaking,highly
[51] highly,inappropriate
[51] inappropriate,cheap
[51] cheap,thirsty
[51] thirsty,cyber

Top Word Pairs in Tweet in G10:
[31] cyber,bullying
[7] half,sister
[6] samantha,markle
[6] flotus,the_bmc
[6] bullying,polkcosheriff
[5] whitehouse,flotus
[4] bullying,campaign
[4] anti,cyber
[4] tonight,fox13news
[4] fox13news,exclusive

Top Replied-To
Top Replied-To in Entire Graph:
@billboard
@c_somos
@royalreporter
@zekejmiller
@jgschneid
@whitehouse
@aaw_pp
@kpopjunkee
@ntsikimazwai
@flotus

Top Replied-To in G1:
@shinigamibutter

Top Replied-To in G2:
@billboard
@sbspopasia
@rabbiwbebe
@melancolymel
@teammonbebebu
@montitasmnl
@monxharu
@officialmonstax
@nolifesquadx
@baekminyeoja

Top Replied-To in G4:

Top Replied-To in G5:
@feministwitch__
@african_spring
@butterfly_anele
@2basithole
@nontzmkhize
@ando_elena
@khotsoh
@kgabang1

Top Replied-To in G7:
@ntsikimazwai
@moretlo_m
@mskelebogile

Top Replied-To in G9:
@tabunhappy

Top Replied-To in G10:
@whitehouse
@flotus
@soledadobrien
@realdonaldtrump
@joshcascio
@marklesammy64
@cet586
@bn9
@dsheldonboggs
@ulwellingracing

Top Mentioned
Top Mentioned in Entire Graph:
@officialmonstax
@starshipent
@starshipxent
@twitter
@mailonline
@twittersupport
@flotus
@jenniferaydin
@high5children
@ciownbebe

Top Mentioned in G2:
@officialmonstax
@starshipent
@starshipxent
@kihbebes
@wonhos_baby
@teammonbebe
@monstax_canada
@bitlifeapp
@change

Top Mentioned in G5:
@ando_elena
@butterfly_anele
@ikensou
@katekirah
@chatlas
@nadia_nakai
@feministwitch__

Top Mentioned in G7:
@tboozesa

Top Mentioned in G10:
@flotus
@the_bmc
@polkcosheriff
@realdonaldtrump
@marklesammy64
@fox13news
@secazar
@bn9
@cabraxas10
@dailyexpressuk

Top Tweeters
Top Tweeters in Entire Graph:
@deuxk802
@firsttmaster
@luqmannyamiin
@mtamerri
@ntsikimazwai
@piifernlovesj
@blueflower1096
@isirbongz
@soshilogy
@monaeltahawy

Top Tweeters in G1:
@piifernlovesj
@blueflower1096
@kihyxn
@_xxgus96
@shownuyaaa
@szunglow
@kihyukah
@xiuarsyoonjwoo
@wonhofui
@_ombres_

Top Tweeters in G2:
@waitingyys
@suluhers
@1destinymix
@billboard
@sophieluvsbom
@rabbiwbebe
@sound_of_rinn
@firefox_53
@simplyyeri
@etherealminhyuk

Top Tweeters in G3:
@deuxk802
@soshilogy
@teamowow
@erryna_pika
@dogmouthbear
@nica09sone
@seoyeon_oh0705
@lisaxizone
@alltimebitter
@iovsouls

Top Tweeters in G4:
@geoffsworlduk
@3novicessydney
@sir_kenayo
@lilly_souzy
@parvenbd
@yotell_mehow
@marvinmanele
@thaiparampil
@lunasflower
@thatsmalayalam

Top Tweeters in G5:
@isirbongz
@chatlas
@ndukuwambua
@vy_qotoyi
@siremanuelking
@african_spring
@clint_mentality
@ramathabatheee
@kikisometimes
@katekirah

Top Tweeters in G6:
@luqmannyamiin
@saaroohh
@atiqahrhm
@eisyawhuut
@lvfiee
@abcdefuckkoff
@fay_dine
@mimyauni
@rozlyana_
@balbadut

Top Tweeters in G7:
@ntsikimazwai
@ayshamoolla
@lookus_jnr
@rxfiloe
@namammou_
@sandra_iare
@yc_malundana
@___rani
@phislash
@yourstrulylxssa

Top Tweeters in G8:
@fuckcviordgs
@missyiscandy
@idetefoder
@ndombelefanboy
@nateidk
@fiowtoo
@beankossauro
@_cookietho
@wtvhoran_
@kenseesghosts

Top Tweeters in G9:
@nanaazmi5
@rahwalker_
@sidneyalesandra
@toovogue4u
@shokuyokutan
@yassirlyhsn
@fierazor
@riidaaisbest
@sandysatoshi
@rearu_fantasy_

Top Tweeters in G10:
@fox13news
@burgerdogboy
@bn9
@pinkypie41
@bschorr
@dailyexpressuk
@soledadobrien
@dctviper89
@realdonaldtrump
@mrbill_resists


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