blacklivesmatter, Twitter, 6/2/2020 12:48:23 AM, 228646


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blacklivesmatter_2020-06-01_09-21-43.xlsx
blacklivesmatter_2020-06-01_09-21-43.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
June 02, 2020
Short Description:
blacklivesmatter via NodeXL https://bit.ly/3drLoE7
@youranonnews
@thegreatkhalid
@youranoncentral
@mrandyngo
@realdonaldtrump
@indyspanglish
@fennececarlate
@iustnana
@nou6at
@lepusreclus

Top hashtags:
#blacklivesmatter
#justiceforgeorgefloyd
#georgefloyd

Description:
Description
The graph represents a network of 8,681 Twitter users whose tweets in the requested range contained "blacklivesmatter", or who were replied to or mentioned in those tweets. The network was obtained from the NodeXL Graph Server on Monday, 01 June 2020 at 16:23 UTC.

The requested start date was Monday, 01 June 2020 at 00:01 UTC and the maximum number of days (going backward) was 14.

The maximum number of tweets collected was 5,000.

The tweets in the network were tweeted over the 1-day, 0-hour, 1-minute period from Saturday, 30 May 2020 at 17:14 UTC to Sunday, 31 May 2020 at 17:15 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 : 8681
Unique Edges : 5125
Edges With Duplicates : 8685
Total Edges : 13810
Number of Edge Types : 5
Retweet : 4193
MentionsInRetweet : 4771
Tweet : 2118
Mentions : 2464
Replies to : 264
Self-Loops : 2137
Reciprocated Vertex Pair Ratio : 0.00831629175187457
Reciprocated Edge Ratio : 0.0164954029204976
Connected Components : 2226
Single-Vertex Connected Components : 540
Maximum Vertices in a Connected Component : 273
Maximum Edges in a Connected Component : 550
Maximum Geodesic Distance (Diameter) : 14
Average Geodesic Distance : 2.662439
Graph Density : 9.81538685311478E-05
Modularity : 0.600738
NodeXL Version : 1.0.1.433
Data Import : The graph represents a network of 8,681 Twitter users whose tweets in the requested range contained "blacklivesmatter", or who were replied to or mentioned in those tweets. The network was obtained from the NodeXL Graph Server on Monday, 01 June 2020 at 16:23 UTC.

The requested start date was Monday, 01 June 2020 at 00:01 UTC and the maximum number of days (going backward) was 14.

The maximum number of tweets collected was 5,000.

The tweets in the network were tweeted over the 1-day, 0-hour, 1-minute period from Saturday, 30 May 2020 at 17:14 UTC to Sunday, 31 May 2020 at 17:15 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 : blacklivesmatter
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:
[53] https://blacklivesmatter.com/
[32] https://blacklivesmatters.carrd.co/
[29] https://blacklivesmatters.carrd.co/#
[13] https://www.change.org/p/mayor-jacob-frey-justice-for-george-floyd
[10] https://blacklivesmatters.carrd.co
[7] https://secure.everyaction.com/4omQDAR0oUiUagTu0EG-Ig2
[6] https://secure.actblue.com/donate/ms_blm_homepage_2019
[6] https://blmsites.carrd.co/
[5] https://act.colorofchange.org/sign/justiceforfloyd_george_floyd_minneapolis/?source=dm_sms_optin_5-26-20
[5] https://go.theactionpac.com/sign/justice-for-george-floyd?akid=s115489..CZlRaa

Top URLs in Tweet in G1:
[7] https://blacklivesmatters.carrd.co/
[5] https://blacklivesmatters.carrd.co/#
[2] https://minnesotafreedomfund.org/donate
[2] https://twitter.com/okayndidi/status/1266134925796933634
[2] https://itch.io/b/503/tabletop-treehouse-blm-bundle
[2] https://secure.actblue.com/donate/ms_blm_homepage_2019
[2] https://twitter.com/antoniofrench/status/1266960975124717568
[2] https://www.change.org/p/mayor-jacob-frey-justice-for-george-floyd
[2] https://twitter.com/whyadore/status/1266960236432130050
[1] https://twitter.com/ariesxwxsxv/status/1266649953360678912

Top URLs in Tweet in G2:
[1] https://www.latimes.com/science/story/2019-08-15/police-shootings-are-a-leading-cause-of-death-for-black-men

Top URLs in Tweet in G3:
[1] https://twitter.com/MNNationalGuard/status/1266920794023747584
[1] https://thenation.com/article/society/national-guard-defense-department-protests/
[1] https://www.theverge.com/2020/4/13/21219027/iphone-apple-trade-in-sell-erase-wipe-information
[1] https://www.theverge.com/2019/5/22/18634623/how-to-delete-data-android-phone-sell-trade
[1] https://twitter.com/AnthonySabatini/status/1266946982716858374
[1] https://pastebin.com/XCRrDNht
[1] https://www.mediafire.com/file/rvk3s4t1x5g0ur6/EMAILS_%26_PASSWORDS.txt/file

Top URLs in Tweet in G4:
[2] https://blacklivesmatters.carrd.co/#

Top URLs in Tweet in G5:
[2] http://nestorgomezstoryteller.com/podcast.htmll
[1] https://twitter.com/breaking911/status/1267084931945168897
[1] https://twitter.com/ZackFinkNews/status/1266765289204723721
[1] https://twitter.com/Lukewearechange/status/1266773849162559489
[1] https://twitter.com/RepMattGaetz/status/1266764899235094528

Top URLs in Tweet in G6:
[2] http://archive.vn/JH2Vw
[1] http://archive.vn/pIbN3
[1] http://archive.vn/IFnUP
[1] http://archive.vn/Ngcb1
[1] http://archive.vn/zoRYE
[1] http://archive.vn/7GdxU
[1] https://twitter.com/stillgray/status/1267024698736390144?s=21
[1] https://twitter.com/washeruper/status/1267123221553446913

Top Domains
Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[4856] blacklivesmatter
[308] justiceforgeorgefloyd
[281] georgefloyd
[179] black_lives_matter
[167] anonymous
[156] icantbreathe
[127] georgefloydprotests
[121] riots2020
[111] raisethedegree
[74] blm



Top Hashtags in Tweet in G1:
[547] blacklivesmatter
[27] georgefloyd
[26] black_lives_matter
[26] justiceforgeorgefloyd
[24] georgefloydprotests
[18] riots2020
[15] blm
[14] justiceforgeorge
[9] vidasnegrasimportam
[9] black_lives_matters

Top Hashtags in Tweet in G2:
[273] blacklivesmatter
[6] blacklivesmatteruk
[2] ripgeorgefloyd
[2] georgefloyd
[2] icantbreath
[1] blmbelgium

Top Hashtags in Tweet in G3:
[156] justiceforgeorgefloyd
[112] icantbreathe
[110] blacklivesmatter
[102] anonymous
[48] hongkong
[4] georgefloydprotests
[3] georgefloydmurder
[3] georgeflyod
[1] opfloyd
[1] opminneapolis

Top Hashtags in Tweet in G4:
[152] blacklivesmatter

Top Hashtags in Tweet in G5:
[27] blacklivesmatter
[6] antifa
[6] georgefloyd
[3] justiceforgeorgefloyd
[3] fakenewsmedia
[2] votebluetosaveamerica
[2] lockhimup
[2] dcprotest
[2] blm
[2] riots2020

Top Hashtags in Tweet in G6:
[34] blacklivesmatter
[33] antifa
[11] portlandmugshots
[4] atlantaprotest
[4] houstonprotest
[4] minneapolisriot
[2] georgefloyd
[1] denverprotests
[1] riots2020
[1] protests2020

Top Hashtags in Tweet in G7:
[12] georgefloyd
[9] blacklivesmatter
[7] anonymous
[5] police
[3] minneapolis
[3] etatsunis
[3] corruption
[2] justiceforgeorgefloyd
[2] justiceforgeorge
[2] genesee

Top Hashtags in Tweet in G8:
[1] blacklivesmatter

Top Hashtags in Tweet in G9:
[2] blacklivesmatter
[2] raisethedegree

Top Hashtags in Tweet in G10:
[3] blacklivesmatter

Top Words
Top Words in Tweet in Entire Graph:
[] Top Word Pairs in Tweet in Entire Graph
[] Entire Graph Count
[] Top Word Pairs in Tweet in G1

Top Words in Tweet in G1:
[547] #blacklivesmatter
[86] black
[69] people
[36] lives
[34] police
[32] matter
[32] white
[28] please
[28] right
[27] #georgefloyd

Top Words in Tweet in G2:
[273] #blacklivesmatter
[257] youranonnews
[252] everyone
[252] understand
[252] signal
[252] boost
[252] efforts
[252] underscore
[252] blm
[251] cam

Top Words in Tweet in G3:
[161] youranoncentral
[156] #justiceforgeorgefloyd
[112] #icantbreathe
[110] #blacklivesmatter
[104] message
[104] american
[104] spring
[102] #anonymous
[98] anonymous
[48] more

Top Words in Tweet in G4:
[152] #blacklivesmatter
[149] thegreatkhalid
[148] today
[148] yesterday
[148] tomorrow
[148] forever
[2] period

Top Words in Tweet in G5:
[30] realdonaldtrump
[27] #blacklivesmatter
[19] terrorist
[16] worst
[16] organization
[16] america
[15] dangerous
[15] work
[14] black
[13] soloyochapin

Top Words in Tweet in G6:
[99] mrandyngo
[75] portland
[72] felony
[57] charges
[52] released
[48] man
[45] riot
[42] antifa
[40] blm
[35] police

Top Words in Tweet in G7:
[72] tkerssen
[72] share
[72] widely
[72] national
[72] guard
[72] mpd
[72] sweeping
[72] residential
[72] street
[72] shooting

Top Words in Tweet in G8:
[85] refuse
[85] allow
[85] bunch
[85] antifa
[85] affiliated
[85] thugs
[85] come
[85] beloved
[85] city
[85] atlanta

Top Words in Tweet in G9:
[2] rithvik_17
[2] dramaticasfck
[2] hadassahlovespc
[2] blacklivesmatter
[2] retweet
[2] reply
[2] #blacklivesmatter
[2] #raisethedegree
[2] same
[2] tag

Top Words in Tweet in G10:
[6] missclikk
[6] swansjarboe
[6] ikarentuite
[5] mariefantome
[5] roxasnightinger
[5] emmadac
[5] 90sugart
[5] bignoushka
[4] bouchecoeur
[4] leretour2taille

Top Word Pairs
Top Word Pairs in Tweet in G2:
[22] everyone,understand
[21] understand,#blacklivesmatter
[18] #blacklivesmatter,signal
[15] signal,boost
[14] boost,efforts
[10] efforts,underscore
[10] underscore,blm
[9] youranonnews,everyone
[8] blm,cam
[8] stand,solidarity

Top Word Pairs in Tweet in G3:
[252] #justiceforgeorgefloyd,#icantbreathe
[252] #icantbreathe,#blacklivesmatter
[252] american,spring
[252] #anonymous,#justiceforgeorgefloyd
[252] anonymous,message
[252] message,american
[252] spring,#anonymous
[251] youranoncentral,anonymous
[251] more,impunity
[6] impunity,bottom

Top Word Pairs in Tweet in G4:
[107] #blacklivesmatter,today
[105] today,yesterday
[104] yesterday,tomorrow
[99] tomorrow,forever
[98] thegreatkhalid,#blacklivesmatter
[98] thegreatkhalid,period
[98] period,#blacklivesmatter

Top Word Pairs in Tweet in G5:
[148] terrorist,organization
[148] realdonaldtrump,worst
[148] worst,dangerous
[148] dangerous,terrorist
[147] organization,work
[2] work,america
[2] itsjefftiedrich,realdonaldtrump
[] glamelegance,realdonaldtrump
[] soloyochapin,itsjefftiedrich
[] america,realdona

Top Word Pairs in Tweet in G6:
[16] mrandyngo,portland
[15] antifa,blm
[15] portland,man
[15] portland,police
[15] police,released
[15] released,booking
[8] booking,photos
[7] photos,charges
[7] charges,suspects
[7] suspects,apprehended

Top Word Pairs in Tweet in G7:
[59] share,widely
[35] widely,national
[29] national,guard
[29] guard,mpd
[29] mpd,sweeping
[29] sweeping,residential
[29] residential,street
[29] street,shooting
[29] shooting,paint
[29] paint,canisters

Top Word Pairs in Tweet in G8:
[72] refuse,allow
[72] allow,bunch
[72] bunch,antifa
[72] antifa,affiliated
[72] affiliated,thugs
[72] thugs,come
[72] come,beloved
[72] beloved,city
[72] city,atlanta
[72] atlanta,burn

Top Word Pairs in Tweet in G9:
[85] blacklivesmatter,retweet
[85] retweet,reply
[85] reply,#blacklivesmatter
[85] #blacklivesmatter,#raisethedegree
[85] #raisethedegree,same
[85] same,tag
[85] tag,people

Top Word Pairs in Tweet in G10:
[2] missclikk,swansjarboe
[2] swansjarboe,ikarentuite
[2] ikarentuite,roxasnightinger
[2] roxasnightinger,emmadac
[2] emmadac,90sugart
[2] 90sugart,bignoushka
[2] bouchecoeur,mariefantome
[] mariefantome,missclikk
[] bignoushka,cmbeliever
[] cmbeliever,therealjoex

Top Replied-To
Top Replied-To in Entire Graph:
@realdonaldtrump
@smiieshobi
@thelonelyisland
@holland_vvv
@joalin
@anygabrielly
@popcrave
@whatklausmean
@nowthisnews
@garcon2tokyo

Top Replied-To in G2:
@neil_druckmann

Top Replied-To in G3:
@youranoncentral

Top Replied-To in G4:
@thegreatkhalid

Top Replied-To in G5:
@realdonaldtrump
@glamelegance
@itsjefftiedrich
@klowgren
@realnews33
@nycmayor
@zayer_dounya
@therightmelissa
@stormmela

Top Replied-To in G9:
@dhanam_dhanu
@kareem_tweets__

Top Replied-To in G10:
@astridnkl1
@rythiel_myrddyn
@k_am_ille

Top Mentioned
Top Mentioned in Entire Graph:
@youranonnews
@youranoncentral
@thegreatkhalid
@mrandyngo
@repvernonjones
@tkerssen
@officialshyasia
@holland_vvv
@liampayne
@sitstaypoppy

Top Mentioned in G1:
@taeilzones
@atommccree
@cloudiique
@yrgirlkv
@gustirapi
@nastyyscorpio
@hrc
@kianastylesmua
@iam_ronnieeazi
@bushidoevans

Top Mentioned in G2:
@youranonnews
@ashindestad
@neil_druckmann
@papajon__
@artihoela

Top Mentioned in G3:
@youranoncentral
@namatikure
@sad_dude_hours
@powerfularmygr

Top Mentioned in G4:
@thegreatkhalid
@_michelelle
@mariahyreva

Top Mentioned in G5:
@realdonaldtrump
@soloyochapin
@itsjefftiedrich
@realdona
@glamelegance
@realdonaldt
@nycmayor
@speakerpelosi
@nygovcuomo
@gop

Top Mentioned in G6:
@mrandyngo
@portlandpolice
@indyspanglish
@wellsfargo
@breaking911
@realdonaldtrump
@realcandaceo

Top Mentioned in G7:
@tkerssen
@conflits_fr
@popligion

Top Mentioned in G8:
@repvernonjones

Top Mentioned in G9:
@rithvik_17
@dramaticasfck
@hadassahlovespc
@surbhi_sjian
@surbhij_sjian
@surbhiholic
@sabki_khushi
@snuggle_kitty_
@mamtaxhoudhary
@sardikatheend

Top Mentioned in G10:
@missclikk
@swansjarboe
@ikarentuite
@mariefantome
@roxasnightinger
@emmadac
@90sugart
@bignoushka
@bouchecoeur
@leretour2taille

Top Tweeters
Top Tweeters in Entire Graph:
@gidi_traffic
@ffebruaryeight
@clems76lh
@supazeez
@namizelmon
@only4rm
@bigshitxtalker
@wis_tathh
@bbrighttsone
@sie_kensou77

Top Tweeters in G1:
@dajuicegoddess
@nerdy_3000
@taradublinrocks
@calililiindies
@lowellroemer
@empire_of_dust_
@loudmouthmelvin
@trekkieb47
@agirlyladybug
@iambrig

Top Tweeters in G2:
@meyuunn
@cocopops_90
@youranonnews
@hnb6458
@beadartist1
@prarum_praremzz
@ashindestad
@marissa0_o
@keeandra636
@lostlyrics96

Top Tweeters in G3:
@itsladycee
@youranoncentral
@farukhstones
@muttinda
@drewsparaiso
@edgardomd
@pessanha_grazi
@favmalik
@ahgaselena8
@joaosuzuki14

Top Tweeters in G4:
@puyfai_kyr
@wonu_xx
@mariahyreva
@tacaraaaa
@jabbarlewis
@gcfhxbi
@oneemi7
@piyrzm
@woahsoly
@maari_bar

Top Tweeters in G5:
@bernieupstateny
@themominatrixx
@ajmcguire4
@abc7
@msnbc
@foxla
@nancylevine
@angelmabel19761
@klowgren
@ninasergison_0

Top Tweeters in G6:
@lalauraru777
@hmmngbrd508
@lapidostrous
@kalv194
@lorrainemingri1
@judith5519
@desertgardens
@aukletqd
@violettemontiel
@delyju

Top Tweeters in G7:
@casper10666
@starfishncoffee
@alexm237
@sandykalano
@yourbutt
@__tayrock__
@donyatesnba
@sproengs
@juliettejor
@sinolanda

Top Tweeters in G8:
@leecapobianco1
@oldbanner
@trader_sam
@groundzero1984
@nephanor
@buddyboybudbud
@lisam0007
@gr02yg
@miguelonlobo
@jenbrunelle2

Top Tweeters in G9:
@iamsinghaniya
@sardikatheend
@loyalsachinfan
@d_dj_rocks
@akku1201
@akshhay_
@awsomeaira_
@ranveer_ki_kaju
@mamtaxhoudhary
@vishwaramin2

Top Tweeters in G10:
@iustnana
@90sugart
@matidicharo
@emmadac
@scottyreddy
@punk_kiwi
@sanasbitxh
@myloute
@cappunoisette
@roxasnightinger