#stoptheviolence, Twitter, 9/15/2019 6:54:49 PM, 209815


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#stoptheviolence_2019-09-15_11-09-52.xlsx
#stoptheviolence_2019-09-15_11-09-52.xlsx
From:
Connected Action NodeXL-Reports
Uploaded on:
September 15, 2019
Short Description:
#stoptheviolence via NodeXL http://bit.ly/31ptXOB
@mtvbasesouth
@bet_africa
@mtvafrica
@leannemanas
@gsuspect
@xo_gugu21
@thabilengwato
@comedycentralaf
@cyrilramaphosa
@bendamimatodzi

Top hashtags:
#stoptheviolence
#enoughisenough
#aminext
#saynotoxenophobia

Description:
Description
The graph represents a network of 3,240 Twitter users whose recent tweets contained "#stoptheviolence", 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 Sunday, 15 September 2019 at 18:40 UTC.

The tweets in the network were tweeted over the 9-day, 4-hour, 44-minute period from Friday, 06 September 2019 at 12:38 UTC to Sunday, 15 September 2019 at 17:23 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 : 3240
Unique Edges : 3567
Edges With Duplicates : 700
Total Edges : 4267
Self-Loops : 752
Reciprocated Vertex Pair Ratio : 0.0121760849203871
Reciprocated Edge Ratio : 0.0240592227020358
Connected Components : 625
Single-Vertex Connected Components : 387
Maximum Vertices in a Connected Component : 1600
Maximum Edges in a Connected Component : 2085
Maximum Geodesic Distance (Diameter) : 16
Average Geodesic Distance : 5.114157
Graph Density : 0.000308927843146223
Modularity : 0.772994
NodeXL Version : 1.0.1.419

Top Influencers: Top 10 Vertices, Ranked by Betweenness Centrality
Top URLs
Top URLs in Tweet in Entire Graph:
[18] https://www.youtube.com/watch?v=0lmkZMtlLco&feature=youtu.be

[9] https://twitter.com/AldrinSampear/status/1171145674454372355
[9] http://mckinney.bookfestival.network/index.php/authors/2018-authors/a-e/e-l-dubois
[8] https://twitter.com/akreana_/status/1081598051322679297
[6] https://twitter.com/ladyxonvocals/status/1170730896892338183
[6] https://sahiphopmag.co.za/2019/09/the-exclusion-of-cassper-aka-on-the-sa-celebrities-stoptheviolence-campaign-raises-questions/
[5] https://twitter.com/delschilling/status/1170213537723101185
[4] http://www.taliemariefoundation.com/request-a-journal.html
[4] https://twitter.com/MTVBaseWest/status/1172527591384854528
[4] https://www.youtube.com/watch?v=3Be_TeitN7s&feature=youtu.be


Top URLs in Tweet in G1:
[6] https://sahiphopmag.co.za/2019/09/the-exclusion-of-cassper-aka-on-the-sa-celebrities-stoptheviolence-campaign-raises-questions/
[4] https://twitter.com/AldrinSampear/status/1171145674454372355
[2] https://www.lovablevibes.co/the-exclusion-of-cassper-aka-on-the-sa-celebrities-stoptheviolence-campaign-raises-questions/
[2] https://twitter.com/Trevornoah/status/1171078331791331328
[2] https://m.soundcloud.com/cjb_jnr/oscar-trial-summary-feat-paperboi
[2] https://internationaldayofpeace.org/event-map/
[2] https://twitter.com/MTVBaseWest/status/1172527591384854528
[2] https://www.instagram.com/p/B2bnzRzBJkr/?igshid=f9i0uuofzajk
[2] https://www.instagram.com/p/B2MMN44BL1B/?igshid=fu6kei5k60i1
[2] https://www.instagram.com/p/B2Rf7zPhEwI/?igshid=vb9moa77nfbk

Top URLs in Tweet in G3:
[1] https://audiomack.com/album/chris-polo/lions-in-zion

Top URLs in Tweet in G6:
[8] https://twitter.com/akreana_/status/1081598051322679297

Top URLs in Tweet in G7:
[4] https://twitter.com/MTVBaseSouth/status/1170595105738285056
[1] https://twitter.com/comedycentralaf/status/1170605591800291328
[1] https://twitter.com/BET_Africa/status/1170592803438649344
[1] https://twitter.com/ViacomAfrica/status/1170602489718235136
[1] https://twitter.com/gsuspect/status/1170615951571738625

Top URLs in Tweet in G8:
[1] https://twitter.com/forwardarc/status/1172632803525087233
[1] https://twitter.com/WildPalmsLtd/status/1171926547193847808
[1] https://twitter.com/YarosisNancy/status/1172145114610839560
[1] https://twitter.com/aspiringinvntor/status/1172089951044816898
[1] https://twitter.com/FeistyLibLady/status/1172103121428013057
[1] https://twitter.com/ewarren/status/1172624855512047617
[1] https://twitter.com/mog7546/status/1172626327821836288
[1] https://twitter.com/RepTedLieu/status/1172550565068513283

Top URLs in Tweet in G10:
[1] https://twitter.com/akaworldwide/status/1172524868899876865
[1] https://twitter.com/GPsurvivors/status/1170214985353629696
[1] https://www.news24.com/SouthAfrica/News/unacceptable-mps-on-crime-stats-and-highest-murder-rate-in-10-years-20190912
[1] https://www.news24.com/SouthAfrica/News/horrific-attacks-on-women-reflect-collective-failure-to-respond-to-the-cries-of-most-vulnerable-cabinet-20190906
[1] https://www.news24.com/Africa/News/opinion-violence-against-foreigners-linked-to-south-africas-failure-to-address-urban-legacy-of-apartheid-20190910
[1] https://www.news24.com/SouthAfrica/News/dros-rape-child-victim-testifying-to-counters-ninows-version-of-events-not-to-relive-trauma-npa-20190911
[1] https://www.news24.com/Video/SouthAfrica/News/watch-this-situation-wont-change-until-we-as-men-change-gender-based-violence-protesters-shut-down-sandton-20190913
[1] https://www.parent24.com/Family/Parenting/watch-local-teen-brilliantly-explains-what-is-wrong-with-south-african-society-today-20190912
[1] https://www.news24.com/Columnists/GuestColumn/opinion-are-we-so-densitised-that-we-think-its-ok-for-girls-to-be-brutalised-for-protesting-against-brutality-20190911
[1] https://www.parent24.com/Family/Parenting/an-excuse-to-look-away-its-time-to-stop-saying-boys-will-be-boys-20190911

Top Domains
Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[2539] stoptheviolence
[1000] enoughisenough
[777] aminext
[530] saynotoxenophobia
[377] stopxenophobia
[236] sandtonshutdown
[219] iwillnotbenext
[135] oneafricaispossible
[127] genderbasedviolence
[63] stopkillingourwomen



Top Hashtags in Tweet in G1:
[461] stoptheviolence
[43] saynotoxenophobia
[31] stopxenophobia
[26] stopkillingourwomen
[24] stopviolenceagainstwomen
[22] 30bg
[21] enoughisenough
[20] africaunite
[18] aminext
[15] love

Top Hashtags in Tweet in G2:
[225] stoptheviolence
[221] enoughisenough
[152] aminext
[122] saynotoxenophobia
[63] stopxenophobia
[4] oneafricaispossible
[1] stopthexenophobiaattacks

Top Hashtags in Tweet in G3:
[197] stoptheviolence
[191] sandtonshutdown
[186] iwillnotbenext
[3] shutdownsandton
[3] enoughisenough
[2] fridaythe13th
[2] stopxenophobicattacks
[2] stopxenophobia
[1] silenceisviolence
[1] onelove

Top Hashtags in Tweet in G4:
[201] stoptheviolence
[200] enoughisenough
[196] aminext
[61] saynotoxenophobia
[58] stopxenophobia
[56] oneafricaispossible
[1] abuse
[1] stoptheabuse
[1] stopkillingourwomen
[1] genderbasedviolence

Top Hashtags in Tweet in G5:
[188] stoptheviolence
[181] enoughisenough
[172] aminext
[59] saynotoxenophobia
[51] stopxenophobia
[4] oneafricaispossible
[3] southafricans
[2] johannesburgcbd
[2] preparty
[2] intsimbi

Top Hashtags in Tweet in G6:
[28] stoptheviolence
[9] notoxenophobicattacks
[9] notoxenophobia
[4] stopkillingourwomen
[4] witsuniversity
[3] enoughisenough
[3] aminext
[1] uyinenemrwetyana

Top Hashtags in Tweet in G7:
[203] stoptheviolence
[162] enoughisenough
[144] aminext
[80] saynotoxenophobia
[72] stopxenophobia
[15] oneafricaispossible
[1] notowomenabuse
[1] xenophobiainsouthafrica
[1] saynotoxenophobicattacks
[1] saynoxenophobia

Top Hashtags in Tweet in G8:
[12] stoptheviolence
[11] womenshealth
[11] womensrights
[9] womensvoices
[8] resistersunite
[6] stopthebans
[5] voteblue2020
[5] votebluetoendthisnightmare
[5] womenvote
[5] inhumane

Top Hashtags in Tweet in G9:
[110] genderbasedviolence
[2] stoptheviolence
[1] iwillnotbenext
[1] sandtonshutdown

Top Hashtags in Tweet in G10:
[58] stoptheviolence
[23] enoughisenough
[8] aminext
[4] ptsd
[4] peace
[4] ubuntu
[3] truthbetold
[3] southafrica
[3] crime
[3] women

Top Words
Top Words in Tweet in Entire Graph:
[1816] Words in Sentiment List#1: Positive
[2770] Words in Sentiment List#2: Negative
[46] Words in Sentiment List#3: Angry/Violent
[63081] Non-categorized Words
[67671] Total Words
[3449] #stoptheviolence
[1038] #enoughisenough
[828] #aminext
[716] men
[609] s

Top Words in Tweet in G1:
[468] #stoptheviolence
[45] violence
[43] #saynotoxenophobia
[33] women
[31] #stopxenophobia
[29] south
[28] stop
[27] africa
[26] #stopkillingourwomen
[25] #stopviolenceagainstwomen

Top Words in Tweet in G2:
[225] #stoptheviolence
[221] #enoughisenough
[152] #aminext
[122] #saynotoxenophobia
[122] #stopxenophobia
[122] #oneafricaispossible
[106] s
[99] apology
[99] time
[66] africans

Top Words in Tweet in G3:
[199] #stoptheviolence
[191] #sandtonshutdown
[186] needs
[186] stop
[186] #iwillnotbenext
[7] africans
[6] africa
[6] stream
[5] love
[4] #fridaythe13th

Top Words in Tweet in G4:
[202] #stoptheviolence
[201] #enoughisenough
[196] #aminext
[138] apology
[138] s
[138] time
[61] #saynotoxenophobia
[61] #stopxenophobia
[61] #oneafricaispossible
[58] manifesto

Top Words in Tweet in G5:
[196] #stoptheviolence
[181] #enoughisenough
[172] #aminext
[129] time
[122] apology
[122] s
[62] #stopxenophobia
[59] #saynotoxenophobia
[59] #oneafricaispossible
[50] manifesto

Top Words in Tweet in G6:
[645] men
[387] raped
[258] yopha
[258] making
[258] noise
[258] being
[156] #stoptheviolence
[136] women
[129] inhliziyo
[129] yami

Top Words in Tweet in G7:
[206] #stoptheviolence
[164] #enoughisenough
[145] #aminext
[82] s
[82] #stopxenophobia
[81] #saynotoxenophobia
[81] #oneafricaispossible
[78] apology
[76] time
[59] manifesto

Top Words in Tweet in G8:
[321] ban
[214] assault
[214] weapons
[214] violence
[118] #stoptheviolence
[107] 1994
[107] enacted
[107] down
[107] 43
[107] 2004

Top Words in Tweet in G9:
[113] #stoptheviolence
[110] never
[110] tired
[110] talking
[110] talk
[110] until
[110] longer
[110] #genderbasedviolence
[10] men
[6] raped

Top Words in Tweet in G10:
[69] #stoptheviolence
[24] #enoughisenough
[18] one
[16] cyrilramaphosa
[16] psira
[10] women
[10] shared
[10] against
[9] thank
[9] lives

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[502] #stoptheviolence,#aminext
[483] time,#stoptheviolence
[482] apology,#enoughisenough
[482] #enoughisenough,s
[482] s,time
[430] #stoptheviolence,#enoughisenough
[415] #saynotoxenophobia,#stopxenophobia
[415] #stopxenophobia,#oneafricaispossible
[272] manifesto,call
[272] call,#stoptheviolence

Top Word Pairs in Tweet in G1:
[21] #saynotoxenophobia,#stoptheviolence
[18] against,women
[16] south,africa
[12] #stoptheviolence,campaign
[12] stand,up
[11] stop,violence
[11] #stopxenophobia,#stoptheviolence
[11] #30bg,#30bg
[11] #30bg,#saynotoxenophobia
[11] #pawon,#thisisnigeria

Top Word Pairs in Tweet in G2:
[122] #saynotoxenophobia,#stopxenophobia
[122] #stopxenophobia,#oneafricaispossible
[116] #stoptheviolence,#enoughisenough
[99] apology,#enoughisenough
[99] #enoughisenough,s
[99] s,time
[99] time,#stoptheviolence
[99] #stoptheviolence,#aminext
[69] #enoughisenough,#saynotoxenophobia
[60] message,africans

Top Word Pairs in Tweet in G3:
[186] needs,stop
[186] stop,#iwillnotbenext
[186] #iwillnotbenext,#stoptheviolence
[186] #stoptheviolence,#sandtonshutdown
[3] #sandtonshutdown,proceedings
[3] proceedings,begin
[3] begin,30
[3] 30,sun
[3] sun,out
[3] out,today

Top Word Pairs in Tweet in G4:
[138] apology,#enoughisenough
[138] #enoughisenough,s
[138] s,time
[138] time,#stoptheviolence
[138] #stoptheviolence,#aminext
[61] #stoptheviolence,#enoughisenough
[61] #saynotoxenophobia,#stopxenophobia
[61] #stopxenophobia,#oneafricaispossible
[58] manifesto,call
[58] call,#stoptheviolence

Top Word Pairs in Tweet in G5:
[122] apology,#enoughisenough
[122] #enoughisenough,s
[122] s,time
[122] time,#stoptheviolence
[122] #stoptheviolence,#aminext
[59] #stoptheviolence,#enoughisenough
[59] #saynotoxenophobia,#stopxenophobia
[59] #stopxenophobia,#oneafricaispossible
[50] manifesto,call
[50] call,#stoptheviolence

Top Word Pairs in Tweet in G6:
[258] making,noise
[258] being,raped
[129] inhliziyo,yami
[129] yami,yopha
[129] yopha,friend
[129] friend,gay
[129] gay,abducted
[129] abducted,gang
[129] gang,raped
[129] raped,8

Top Word Pairs in Tweet in G7:
[84] #stoptheviolence,#aminext
[76] apology,#enoughisenough
[76] #enoughisenough,s
[76] s,time
[76] time,#stoptheviolence
[75] #stoptheviolence,#enoughisenough
[74] #saynotoxenophobia,#stopxenophobia
[74] #stopxenophobia,#oneafricaispossible
[61] #enoughisenough,#aminext
[59] manifesto,call

Top Word Pairs in Tweet in G8:
[214] assault,weapons
[107] 1994,assault
[107] weapons,ban
[107] ban,enacted
[107] enacted,violence
[107] violence,down
[107] down,43
[107] 43,2004
[107] 2004,ban
[107] ban,expired

Top Word Pairs in Tweet in G9:
[110] never,tired
[110] tired,talking
[110] talking,talk
[110] talk,until
[110] until,longer
[110] longer,#genderbasedviolence
[110] #genderbasedviolence,#stoptheviolence
[4] making,noise
[4] being,raped
[2] inhliziyo,yami

Top Word Pairs in Tweet in G10:
[8] shared,news24
[8] #stoptheviolence,psira
[8] psira,strongly
[8] strongly,condemns
[8] condemns,senseless
[8] senseless,murder
[8] murder,one
[8] one,security
[8] security,officer
[8] officer,protecting

Top Replied-To
Top Mentioned
Top Mentioned in Entire Graph:
@marshall_steven
@nma2018
@un
@djankletap
@cyrilramaphosa
@kandiskardash
@therealjess_b
@5fm
@amaarahg
@witsuniversity

Top Mentioned in G1:
@deanweanspeakin

Top Mentioned in G2:
@bet_africa

Top Mentioned in G3:
@dadaystar

Top Mentioned in G4:
@mtvafrica
@mtvbasesouth

Top Mentioned in G5:
@mtvbasesouth
@mtvbaseafrica

Top Mentioned in G10:
@cyrilramaphosa
@sapoliceservice
@news24
@bet
@presidencyza
@dstv
@unhumanrights
@sabcnewsonline
@julius_s_malema
@mmusimaimane

Top Tweeters
Top Tweeters in Entire Graph:
@jamesroy
@leratomannya
@drocktrot
@dawnclark6
@yarosisnancy
@thehill
@amiha_mu
@koluwasegun_
@sakura3740
@sabcnewsonline

Top Tweeters in G1:
@chocmami03
@iam_djxbazz
@madube_
@spacetimeltd
@mattmarenic
@fameafrica
@oyebeejay
@cashinondt
@zaynlove2016
@sickmuse22

Top Tweeters in G2:
@starr1035fm
@brantley_za
@meelah_em
@aishawanjiku_
@palisasays
@_mihlali_
@nomvelo_gumede
@_inkateko
@glowleah
@natewondzman

Top Tweeters in G3:
@msyonwaba
@homa10i
@litsego
@yc_malundana
@dmpho_ruedee
@mamurudi
@rossey_roro
@kulanicool
@nyaki_merafe
@ponkie007

Top Tweeters in G4:
@thabane_
@isiphosihle
@mamellonaves
@great_kopi
@pablo_di_don
@khodi__
@ykent123
@mrszaza_l
@chickenpox13
@vhakoma_

Top Tweeters in G5:
@bra_tp
@mawetumatyila
@lizqueenbee_
@paps_bacela
@beatmochini
@kitty_leesaa
@creemok
@benevolent_mash
@therealsiyah
@edith_metos

Top Tweeters in G6:
@charles_dust
@stuntmurphy_
@akreana_
@simphiwe_chef
@thandiwear
@lord_liza
@unmovedlee
@red_kutame
@_mbaliiisithole
@always_khanyisa

Top Tweeters in G7:
@thegabi
@mduzavangogh
@__twigz
@_magamedze
@febtshego
@alx_navi
@tanelle_ranice
@nkulesbudladla
@angelkazi
@famoussans

Top Tweeters in G8:
@yarosisnancy
@lisahauser8
@carlyinnj
@way2gosassy
@shellitweetz
@traceyfromcali
@pameladubsky49
@gdirtydime
@rosemariebrown3
@torontoprof1

Top Tweeters in G9:
@leratomannya
@yobobito
@marangdream
@m_case
@mamaduza
@xowleekay
@likeatoystoner
@david_indeje
@lie_cann
@lelak__

Top Tweeters in G10:
@sabcnewsonline
@enca
@bbcworld
@news24
@gbemy01
@cci_network
@bet
@radio702
@eusebius
@dstv


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