blacklivesmatter, Twitter, 12/2/2019 3:04:15 AM, 217816


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blacklivesmatter_2019-12-01_17-59-24.xlsx
blacklivesmatter_2019-12-01_17-59-24.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
December 02, 2019
Short Description:
blacklivesmatter via NodeXL http://bit.ly/35PdXXZ
@blklivesmatter
@blackpride____
@africamustwake
@cnn
@blackbarriers
@realdlhughley
@unitedblackorg
@millercrime
@antonio_hickman
@shannonrwatts

Top hashtags:
#blacklivesmatter
#blacktwitter
#racism
#thankful

Description:
Description
The graph represents a network of 4,855 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, 02 December 2019 at 02:00 UTC.

The requested start date was Monday, 02 December 2019 at 01:01 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 4-day, 3-hour, 21-minute period from Wednesday, 27 November 2019 at 09:50 UTC to Sunday, 01 December 2019 at 13:11 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 : 4855
Unique Edges : 5830
Edges With Duplicates : 1681
Total Edges : 7511
Number of Edge Types : 3
Mentions : 5432
Tweet : 1665
Replies to : 414
Self-Loops : 1665
Reciprocated Vertex Pair Ratio : 0.00883790898834148
Reciprocated Edge Ratio : 0.0175209692451072
Connected Components : 1010
Single-Vertex Connected Components : 551
Maximum Vertices in a Connected Component : 2388
Maximum Edges in a Connected Component : 4370
Maximum Geodesic Distance (Diameter) : 23
Average Geodesic Distance : 6.8789
Graph Density : 0.000227656848779416
Modularity : 0.733847
NodeXL Version : 1.0.1.421
Data Import : The graph represents a network of 4,855 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, 02 December 2019 at 02:00 UTC.

The requested start date was Monday, 02 December 2019 at 01:01 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 4-day, 3-hour, 21-minute period from Wednesday, 27 November 2019 at 09:50 UTC to Sunday, 01 December 2019 at 13:11 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:
[29] https://twitter.com/MeritLaw/status/1200105342992031744
[20] https://thepointer.com/article/2019-09-04/justice-system-shows-prejudice-against-peel-rapper-avalanche-the-architect-judges-find
[20] https://www.niemanlab.org/2019/11/political-hashtags-like-metoo-and-blacklivesmatter-make-some-people-doubt-the-stories-theyre-attached-to/
[18] https://www.usatoday.com/story/news/investigations/2019/11/27/big-city-police-federal-crime-task-forces/4194719002/
[15] https://www.naacpldf.org/press-release/ldf-statement-on-the-police-killing-of-atatiana-jefferson/
[13] https://www.laprogressive.com/callous-disregard-for-black-men/
[12] https://theintercept.com/2016/10/07/harvey-weinstein-urged-clinton-campaign-to-silence-sanderss-black-lives-matter-message/
[9] https://amazon.com/dp/B07P6MB48T
[9] https://www.youtube.com/watch?v=ZaSf_6RIyeQ

[9] https://www.independent.co.uk/news/uk/politics/tory-islamophobia-members-suspended-racist-conservatives-a8830071.html

Top URLs in Tweet in G1:
[6] https://www.niemanlab.org/2019/11/political-hashtags-like-metoo-and-blacklivesmatter-make-some-people-doubt-the-stories-theyre-attached-to/
[4] https://mailchi.mp/3087f29274b8/blogging-venture-capitalists-funding-money-happy-thanksgiving?e=e4dae35d9f
[4] https://www.ebay.com/itm/Black-Lives-Matter-Christmas-Tree-Ornament/282275575556
[4] https://www.youtube.com/watch?v=pNWwxZJWf_s

[4] https://www.youtube.com/watch?v=-iDKJ8PljUA

[4] http://www.ladythrillerentertainment.com/2017/06/video-avalanche-architect-dream-catcher.html
[4] https://www.youtube.com/watch?v=4ss6p66qFpA&feature=youtu.be
[4] https://www.youtube.com/watch?v=apicv3FDv3c

[3] https://www.linkedin.com/pulse/do-you-have-talent-required-become-ceo-large-doris-perdue-johnson/
[2] https://bigthink.com/politics-current-affairs/political-hashtags

Top URLs in Tweet in G2:
[3] https://www.youtube.com/watch?v=T4keL94_8Z4&feature=youtu.be

[2] https://www.youtube.com/watch?v=-o5HElKKK4Y&feature=youtu.be

[2] http://mahamosa.nexcess.net/teabar
[2] https://www.youtube.com/watch?v=8KkLkO_M2R4&feature=youtu.be

[2] http://www.startribune.com/jury-will-decide-fate-of-st-paul-officer-who-kicked-suspect-being-mauled-by-dog/565451242/
[2] https://www.nbcnews.com/news/us-news/after-36-years-prison-3-maryland-men-cleared-death-baltimore-n1091201
[2] https://wjla.com/news/local/3-men-wrongfully-convicted-of-murder-are-freed-after-36-years
[1] https://twitter.com/i/web/status/1199640818123972608
[1] https://twitter.com/i/web/status/1200044018232709128
[1] https://twitter.com/i/web/status/1200045521982935040

Top URLs in Tweet in G3:
[1] https://twitter.com/i/web/status/1200137077280714758

Top URLs in Tweet in G4:
[3] https://teespring.com/dearpolice-i-am-a-white-woman?pr=love
[1] https://www.nytimes.com/2019/11/24/us/california-aclu-black-lives-matter.html
[1] https://blacklivesmatter.com/help-us-fight-disinformation/
[1] https://twitter.com/i/web/status/1200089637978542080
[1] https://www.theroot.com/sacramento-elementary-school-teacher-throws-away-studen-1840022304
[1] https://twitter.com/i/web/status/1200124383689396225
[1] https://twitter.com/i/web/status/1200545295664201728
[1] https://twitter.com/i/web/status/1197603252994314240
[1] https://twitter.com/i/web/status/1200100288885075968
[1] https://twitter.com/i/web/status/1200145335433277441

Top URLs in Tweet in G5:
[5] https://www.blackenterprise.com/taxpayers-spent-almost-1-billion-incarcerating-innocent-black-people/
[3] https://mashviral.com/families-and-justice-group-protest-police-shooting-in-vallejo-of-black-and-brown-men/
[2] https://www.theroot.com/the-noose-is-loose-racist-symbol-found-inside-auburn-u-1840002382
[1] https://www.metrotimes.com/news-hits/archives/2019/11/25/black-students-in-detroit-spit-on-taunted-with-racial-slurs-during-football-game-school-officials-say0
[1] https://www.metrotimes.com/news-hits/archives/2019/11/25/black-students-in-detroit-spit-on-taunted-with-racial-slurs-during-football-game-school-officials-say
[1] http://m.startribune.com/jury-will-decide-fate-of-st-paul-officer-who-kicked-suspect-being-mauled-by-dog/565451242/#
[1] https://twitter.com/i/web/status/1199626575521689600
[1] https://twitter.com/i/web/status/1199630328886939648
[1] https://twitter.com/i/web/status/1199632938910060545
[1] https://twitter.com/i/web/status/1199755224086396930

Top URLs in Tweet in G6:
[1] https://twitter.com/KamalaHarris/status/1200905343313645570
[1] https://twitter.com/i/web/status/1200446894276612096
[1] https://twitter.com/i/web/status/1070005189510234112

Top URLs in Tweet in G7:
[1] https://tinyurl.com/yefhl23d
[1] https://twitter.com/i/web/status/1200629061816639489
[1] https://twitter.com/NusratJahanC/status/1156996340934750208

Top URLs in Tweet in G8:
[20] https://thepointer.com/article/2019-09-04/justice-system-shows-prejudice-against-peel-rapper-avalanche-the-architect-judges-find
[9] https://www.youtube.com/watch?v=ZaSf_6RIyeQ

[6] https://www.daily-hiphop.com/audio/2017/03/10/avalanche-the-architect-ft-mega-sean-and-ke-ke-i-burn-babylon-remix/
[6] https://www.facebook.com/funkflexhot97/videos/1193105220809833/
[4] https://www.facebook.com/funkflexhot97/videos/1193124590807896/
[4] http://www.hustleandgrynd.com/avalanche-architect-pree-avalanche_rap/
[4] https://soundcloud.com/avalanches-fans-love-him-1/avalanche-the-architect-what-want-static-tekashi-69-diss-track
[4] http://indierapblog.com/2017/03/10/avalanche-the-architect-burn-babylon-remix-ft-mega-sean-and-ke-ke-i/
[4] https://politicswestchesterview.wordpress.com/2013/05/28/elaine-brown-and-the-black-panther-movement/
[2] https://www.theguardian.com/us-news/2019/mar/04/after-40-years-in-solitary-activist-albert-woodfox-tells-his-story-of-survival?CMP=share_btn_tw

Top URLs in Tweet in G9:
[2] https://www.amazon.com/gp/product/0520293851/ref=as_li_tl?ie=UTF8&camp=1789&creative=9325&creativeASIN=0520293851&linkCode=as2&tag=hiin0b-20&linkId=7ed114443c02070b86b84d769f347f52
[2] https://twitter.com/oneunited/status/1200803182089310208
[1] http://nymag.com/intelligencer/2019/11/deray-mckesson-on-the-black-lives-matter-revolution.html?utm_source=tw&utm_medium=s1&utm_campaign=di
[1] https://twitter.com/i/web/status/1200112636156882950
[1] https://www.amazon.com/gp/product/0674238141?ie=UTF8&tag=hiin0b-20&camp=1789&linkCode=xm2&creativeASIN=0674238141
[1] https://twitter.com/i/web/status/1199739688438894592
[1] https://www.amazon.com/gp/product/1608468550/ref=as_li_tl?ie=UTF8&camp=1789&creative=9325&creativeASIN=1608468550&linkCode=as2&tag=hiin0b-20&linkId=2f8dd15aec8c9697c1da69ce7b14bc54
[1] https://twitter.com/i/web/status/1200142702446288897
[1] https://www.amazon.com/gp/product/0252082486/ref=as_li_tl?ie=UTF8&camp=1789&creative=9325&creativeASIN=0252082486&linkCode=as2&tag=hiin0b-20&linkId=299dbf2f19735f1007c9afdbbc4ed388
[1] https://twitter.com/i/web/status/1200278289048317953

Top URLs in Tweet in G10:
[1] https://twitter.com/i/web/status/1200318727260196866
[1] https://twitter.com/i/web/status/1200603246647103488
[1] https://twitter.com/i/web/status/1200475738983415808
[1] https://twitter.com/i/web/status/1199672633916362753
[1] https://twitter.com/i/web/status/1173518770683486208

Top Domains
Top Domains in Tweet in Entire Graph:
[1221] twitter.com
[67] youtube.com
[55] theroot.com
[34] paper.li
[22] niemanlab.org
[21] facebook.com
[20] thepointer.com
[20] instagram.com
[18] usatoday.com
[15] co.uk

Top Domains in Tweet in G1:
[371] twitter.com
[27] youtube.com
[15] instagram.com
[11] blogspot.com
[10] ebay.com
[6] niemanlab.org
[4] paper.li
[4] mailchi.mp
[4] theconversation.com
[4] linkedin.com

Top Domains in Tweet in G2:
[45] twitter.com
[16] youtube.com
[2] nexcess.net
[2] startribune.com
[2] nbcnews.com
[2] wjla.com
[2] rawstory.com
[1] mprnews.org
[1] theroot.com

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

Top Domains in Tweet in G4:
[12] twitter.com
[3] teespring.com
[1] nytimes.com
[1] blacklivesmatter.com
[1] theroot.com

Top Domains in Tweet in G5:
[17] twitter.com
[5] blackenterprise.com
[3] mashviral.com
[2] metrotimes.com
[2] theroot.com
[1] startribune.com
[1] rawstory.com
[1] sfchronicle.com
[1] atlantablackstar.com
[1] nytimes.com

Top Domains in Tweet in G6:
[3] twitter.com

Top Domains in Tweet in G7:
[2] twitter.com
[1] tinyurl.com

Top Domains in Tweet in G8:
[47] twitter.com
[20] thepointer.com
[10] facebook.com
[9] youtube.com
[6] daily-hiphop.com
[4] hustleandgrynd.com
[4] soundcloud.com
[4] indierapblog.com
[4] wordpress.com
[3] theguardian.com

Top Domains in Tweet in G9:
[21] twitter.com
[5] amazon.com
[1] nymag.com
[1] instagram.com
[1] ioby.org

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

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[2218] blacklivesmatter
[290] blacktwitter
[203] racism
[157] thankful
[156] indigenous
[150] petebuttigieg
[149] gaypride
[105] metoo
[74] blacksupremacy
[68] change



Top Hashtags in Tweet in G1:
[535] blacklivesmatter
[35] metoo
[27] trump
[25] alllivesmatter
[25] feminism
[23] cnn
[23] islam
[23] hillaryclinton
[23] berniesanders
[20] racism

Top Hashtags in Tweet in G2:
[90] blacklivesmatter
[74] blacktwitter
[69] racism
[59] wewinasone
[16] blackhistorymonth
[13] blackfriday
[9] blackexcellence
[9] blackgirlsrock
[9] yearofreturn2019
[9] cnn

Top Hashtags in Tweet in G3:
[5] blacklivesmatter
[1] justiceforkwanelezuma
[1] petebuttigieg
[1] gaypride
[1] racism
[1] change

Top Hashtags in Tweet in G4:
[142] indigenous
[142] thankful
[63] blacklivesmatter
[10] whatmatters2020
[5] throwbackthursday
[5] losangeles
[5] activism
[3] blcktweet
[3] blacktwitter
[3] trump

Top Hashtags in Tweet in G5:
[81] racism
[62] change
[41] blacklivesmatter
[23] blackhistorymonth
[17] blacktwitter
[9] blacktwittermovement
[9] policebrutality
[4] kickitout
[3] justice
[2] blm

Top Hashtags in Tweet in G6:
[147] petebuttigieg
[147] gaypride
[8] blacklivesmatter
[2] colinkaepernick

Top Hashtags in Tweet in G7:
[14] impeach
[14] republicans
[14] stephenmiller
[4] breaking
[4] msm
[2] blacklivesmatter
[1] closethecamps
[1] bordercrisis
[1] ice
[1] kurdishgenocide

Top Hashtags in Tweet in G8:
[105] blacklivesmatter
[14] blackpower
[12] rap
[11] blacktwitter
[10] hiphop
[8] blackpanthers
[8] liberty
[8] nurses
[8] 1u
[7] blackgirlsrock

Top Hashtags in Tweet in G9:
[46] blacklivesmatter
[20] blackxmas
[17] tamirrice
[7] blm
[4] indigenous
[4] thankful
[3] justiceforall
[3] freedomforall
[3] equalityforall
[3] endracism

Top Hashtags in Tweet in G10:
[9] blacklivesmatter
[5] bluelivesmatter
[1] hypocrites
[1] dog

Top Words
Top Words in Tweet in Entire Graph:
[2365] Words in Sentiment List#1: Positive
[4202] Words in Sentiment List#2: Negative
[265] Words in Sentiment List#3: Angry/Violent
[91061] Non-categorized Words
[97722] Total Words
[2221] #blacklivesmatter
[1206] black
[650] people
[566] white
[409] police

Top Words in Tweet in G1:
[535] #blacklivesmatter
[106] black
[67] people
[48] white
[39] make
[35] #metoo
[31] hashtags
[28] political
[27] #trump
[25] #alllivesmatter

Top Words in Tweet in G2:
[152] africamustwake
[96] cnn
[90] #blacklivesmatter
[82] police
[81] man
[77] video
[77] shoot
[76] bbcworld
[75] disabled
[75] rt_com

Top Words in Tweet in G3:
[240] ellenpompeo
[239] acuarialoca
[239] job
[239] stand
[239] brothers
[239] sisters
[239] color
[239] speak
[238] voices
[5] #blacklivesmatter

Top Words in Tweet in G4:
[190] blklivesmatter
[143] today
[143] community
[142] stand
[142] solidarity
[142] #indigenous
[142] #thankful
[142] those
[142] courageous
[141] unap

Top Words in Tweet in G5:
[126] blackbarriers
[84] blackpride____
[81] #racism
[62] #change
[58] racist
[52] nearly
[52] killed
[52] crazy
[52] guys
[52] stay

Top Words in Tweet in G6:
[148] realdlhughley
[147] #petebuttigieg
[147] being
[147] gay
[147] helps
[147] relate
[147] struggles
[147] black
[147] people
[147] yell

Top Words in Tweet in G7:
[240] loss
[132] millercrime
[128] black
[120] stephen
[120] miller
[120] more
[120] upset
[120] confederate
[120] flag
[120] branded

Top Words in Tweet in G8:
[105] #blacklivesmatter
[30] black
[15] white
[14] #blackpower
[12] #rap
[11] sonicubed
[11] #blacktwitter
[10] #hiphop
[8] #blackpanthers
[8] story

Top Words in Tweet in G9:
[46] #blacklivesmatter
[39] black
[30] police
[29] today
[21] shot
[20] #blackxmas
[18] years
[17] #tamirrice
[17] open
[17] state

Top Words in Tweet in G10:
[133] those
[94] black
[80] police
[80] shot
[80] killed
[67] according
[67] washington
[67] 689
[67] people
[67] 144

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[302] black,people
[241] brothers,sisters
[240] acuarialoca,ellenpompeo
[240] ellenpompeo,job
[240] job,stand
[240] stand,brothers
[240] sisters,color
[240] color,speak
[239] speak,voices
[202] black,lives

Top Word Pairs in Tweet in G1:
[30] #metoo,#blacklivesmatter
[27] political,hashtags
[27] hashtags,#metoo
[26] make,people
[25] #blacklivesmatter,make
[25] #blacklivesmatter,#feminism
[23] #feminism,#cnn
[23] #cnn,#trump
[23] #trump,#islam
[23] #islam,#hillaryclinton

Top Word Pairs in Tweet in G2:
[75] disabled,man
[74] man,cnn
[74] cnn,bbcworld
[74] bbcworld,rt_com
[74] rt_com,kremlinrussia_e
[73] watch,video
[73] video,police
[73] police,fatally
[73] fatally,shoot
[73] shoot,kill

Top Word Pairs in Tweet in G3:
[239] acuarialoca,ellenpompeo
[239] ellenpompeo,job
[239] job,stand
[239] stand,brothers
[239] brothers,sisters
[239] sisters,color
[239] color,speak
[238] speak,voices
[2] melinda_wvu,#blacklivesmatter

Top Word Pairs in Tweet in G4:
[142] today,stand
[142] stand,solidarity
[142] solidarity,#indigenous
[142] #indigenous,community
[142] community,#thankful
[142] #thankful,those
[142] those,courageous
[141] blklivesmatter,today
[141] courageous,unap
[34] #blacklivesmatter,blklivesmatter

Top Word Pairs in Tweet in G5:
[60] #racism,#change
[52] nearly,killed
[52] killed,crazy
[52] crazy,racist
[52] racist,guys
[52] guys,stay
[52] stay,safe
[52] safe,#racism
[51] blackbarriers,nearly
[51] #change,#blacktwitte

Top Word Pairs in Tweet in G6:
[147] #petebuttigieg,being
[147] being,gay
[147] gay,helps
[147] helps,relate
[147] relate,struggles
[147] struggles,black
[147] black,people
[147] people,yell
[147] yell,#gaypride
[147] #gaypride,parades

Top Word Pairs in Tweet in G7:
[120] stephen,miller
[120] miller,more
[120] more,upset
[120] upset,loss
[120] loss,confederate
[120] confederate,flag
[120] flag,branded
[120] branded,merchandise
[120] merchandise,amazon
[120] amazon,loss

Top Word Pairs in Tweet in G8:
[12] #blacklivesmatter,#rap
[8] #blacklivesmatter,#blackpanthers
[8] #nurses,#blacklivesmatter
[8] #blacklivesmatter,#1u
[7] #blacktwitter,#blacklivesmatter
[6] #hiphop,#blacklivesmatter
[6] track,generation
[6] generation,#blacklivesmatter
[6] black,rural
[6] rural,community

Top Word Pairs in Tweet in G9:
[16] five,years
[16] years,ago
[16] ago,today
[16] today,#tamirrice
[16] #tamirrice,shot
[16] shot,death
[16] death,police
[16] police,open
[16] open,carrying
[16] carrying,toy

Top Word Pairs in Tweet in G10:
[80] shot,killed
[67] according,washington
[67] washington,689
[67] 689,people
[67] people,shot
[67] killed,police
[67] police,those
[67] those,144
[67] 144,black
[66] joelpatrick1776,according

Top Replied-To
Top Replied-To in Entire Graph:
@realdonaldtrump
@blackbarriers
@nanettema
@thehill
@blacknochaser
@lenawaithe
@amyslanchik
@africamustwake
@cnn
@tmz

Top Replied-To in G2:
@nanettema
@cnn
@danimargo
@africamustwake
@earthstix
@marieresists52
@lindaviking77
@stevecstny
@thomaskaine5
@petebuttigieg

Top Replied-To in G3:
@ellenpompeo
@acuarialoca

Top Replied-To in G4:
@qasimrashid
@andrewyang
@sanjuanunified
@blklivesmatter
@pinkomomma

Top Replied-To in G5:
@blackbarriers

Top Replied-To in G6:
@berniceking
@realdlhughley
@cajsa

Top Replied-To in G8:
@mikebloomberg
@1adorbldeplorbl
@kaepernick7
@barrygadbois
@rabbijill
@aucomeback
@profblacktruth
@sawyerrobby

Top Replied-To in G9:
@edburmila
@carlark3
@toure
@txgirluk

Top Replied-To in G10:
@lostinspacer
@bigricanman
@ayyaleee
@manhnecro
@erinbeenwavy
@realcandaceo

Top Mentioned
Top Mentioned in Entire Graph:
@ellenpompeo
@acuarialoca
@blklivesmatter
@africamustwake
@realdlhughley
@millercrime
@blackbarriers
@blackpride____
@cnn
@garyraybetz

Top Mentioned in G1:
@blackjedinow
@applefortheday
@agbadahonfii
@aaronboy100
@nicejewishmama
@pissedprofthug
@memesthatare2e1
@tshirtjohnny
@bigmacbz
@charfogg38

Top Mentioned in G2:
@africamustwake
@cnn
@bbcworld
@rt_com
@kremlinrussia_e
@housedem
@loretta_yaa
@youtube
@nanettema
@pbs

Top Mentioned in G3:
@ellenpompeo
@acuarialoca
@melinda_wvu
@realdlhughley
@blackbarriers

Top Mentioned in G4:
@blklivesmatter
@andrewyang
@aclu_norcal
@sanjuanunified
@blmla
@blcktweet
@pmbeers
@rosisara007
@dosomething
@ewarren

Top Mentioned in G5:
@blackbarriers
@blackpride____
@anthonowo
@justice67599299
@africamustwake
@blklivesmatter
@jtkstc

Top Mentioned in G6:
@realdlhughley
@blacksuccessmag
@blackbarriers
@gennifer30
@berniceking
@growing0up0girl
@cajsa

Top Mentioned in G7:
@millercrime
@emolclause
@realdlhughley
@essence

Top Mentioned in G8:
@sonicubed
@nytimes
@massnurses
@nfl
@kaepernick7
@cp24
@globalnews
@flow935
@blakesshow
@peterkash

Top Mentioned in G9:
@blmla
@shannonrwatts
@osopepatrisse
@alicia_stone_
@aliciagarza
@docmellymel
@angelicaross
@sotrueradio
@edburmila
@blklivesmatter

Top Mentioned in G10:
@joelpatrick1776
@bigricanman
@realcandaceo
@ayyaleee
@blklivesmatter
@sheriffclarke
@detroitpolice
@natpoliceassoc
@nationalsheriff
@michellemalkin

Top Tweeters
Top Tweeters in Entire Graph:
@occuworld
@immoralreport
@odio_nao
@rjber15
@globalissuesweb
@thepoliticalcat
@coopmike48
@billm9
@drdaveanddee
@britpoptarts

Top Tweeters in G1:
@occuworld
@globalissuesweb
@alenkarabegovic
@testisfidelis
@caffreyej
@indascorner
@kainroses
@dierdrelewis
@lamoonlynn
@yoursturiy

Top Tweeters in G2:
@billm9
@ishagshafeeg
@foxnews
@sweetgreatmom
@rt_com
@tawnivixen
@bbcworld
@abc
@cnn
@my2meows

Top Tweeters in G3:
@mosensei
@aquarius1049
@chickenovathots
@relkia21
@jlhrdhcotuit
@khaidollaz
@melpricehb
@johnosullivan36
@_raybeen
@marylougeorge2

Top Tweeters in G4:
@lindahalercsd
@globalweirding
@2017_itstime
@pinkomomma
@chipgoines
@thoroh213outlaw
@jill4house
@lindseybieda
@dreadlocgal
@18usc241

Top Tweeters in G5:
@vmbritsch
@wolfjon4
@tess3761
@jaco_chundabad
@john_the_l
@small1ldy1
@eegarim
@whitelotus3_9
@doc_4_justice
@sjmn777

Top Tweeters in G6:
@redz041
@kaibutsu
@usajobs2019
@buzzard74
@mahogany1992
@mimiotter
@realdlhughley
@growing0up0girl
@9carol3
@byrningbunny

Top Tweeters in G7:
@dpmax100
@jjj5819
@jcmarbury
@pookietooth
@enardavis1
@berlidge
@purrmonsta
@shellitweetz
@beverlyfolkers
@buzzedition

Top Tweeters in G8:
@nytimes
@avalanche_rap
@washingtonpost
@complex
@nationalpost
@cipherequality
@ottawacitizen
@xxl
@globalnews
@motherjones

Top Tweeters in G9:
@rjber15
@nembotavy_0101
@kmontenegro
@deepvard
@stfuimtweetn0_o
@jjandkc
@hlth_literacy
@carlark3
@shannonrwatts
@mefime369

Top Tweeters in G10:
@inlikea_lion
@cindylevy444
@ressiger1111
@junesmith888
@ericjorem
@denisecanady1
@stevenboone2007
@kay7017
@kelsieesquibel
@cathymaga