The graph represents a network of 4,892 Twitter users whose recent tweets contained "blacklivesmatter", or who were replied to, mentioned, retweeted or quoted in those tweets, taken from a data set limited to a maximum of 5,000 tweets, tweeted between 3/26/2006 12:00:00 AM and 1/15/2023 5:00:35 PM. The network was obtained from Twitter on Monday, 16 January 2023 at 21:21 UTC.
The tweets in the network were tweeted over the 2953-day, 17-hour, 58-minute period from Monday, 15 December 2014 at 07:01 UTC to Monday, 16 January 2023 at 01:00 UTC.
There is an edge for each "replies-to" relationship in a tweet, an edge for each "mentions" relationship in a tweet, an edge for each "retweet" relationship in a tweet, an edge for each "quote" relationship in a tweet, an edge for each "mention in retweet" relationship in a tweet, an edge for each "mention in reply-to" relationship in a tweet, an edge for each "mention in quote" relationship in a tweet, an edge for each "mention in quote reply-to" relationship in a tweet, and a self-loop edge for each tweet that is not from above.
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
Vertices : 4892
Unique Edges : 2007
Edges With Duplicates : 12045
Total Edges : 14052
Number of Edge Types : 9
Retweet : 3487
MentionsInRetweet : 4273
Tweet : 1213
Quote : 471
Replies to : 451
MentionsInReplyTo : 792
Mentions : 3055
MentionsInQuote : 252
MentionsInQuoteReply : 58
Self-Loops : 2379
Reciprocated Vertex Pair Ratio : 0.0110749185667752
Reciprocated Edge Ratio : 0.0219072164948454
Connected Components : 719
Single-Vertex Connected Components : 296
Maximum Vertices in a Connected Component : 2433
Maximum Edges in a Connected Component : 9242
Maximum Geodesic Distance (Diameter) : 22
Average Geodesic Distance : 6.928658
Graph Density : 0.000194593737926704
Modularity : 0.350671
NodeXL Version : 1.0.1.508
Data Import : The graph represents a network of 4,892 Twitter users whose recent tweets contained "blacklivesmatter", or who were replied to, mentioned, retweeted or quoted in those tweets, taken from a data set limited to a maximum of 5,000 tweets, tweeted between 3/26/2006 12:00:00 AM and 1/15/2023 5:00:35 PM. The network was obtained from Twitter on Monday, 16 January 2023 at 21:21 UTC.
The tweets in the network were tweeted over the 2953-day, 17-hour, 58-minute period from Monday, 15 December 2014 at 07:01 UTC to Monday, 16 January 2023 at 01:00 UTC.
There is an edge for each "replies-to" relationship in a tweet, an edge for each "mentions" relationship in a tweet, an edge for each "retweet" relationship in a tweet, an edge for each "quote" relationship in a tweet, an edge for each "mention in retweet" relationship in a tweet, an edge for each "mention in reply-to" relationship in a tweet, an edge for each "mention in quote" relationship in a tweet, an edge for each "mention in quote reply-to" relationship in a tweet, and a self-loop edge for each tweet that is not from above.
Layout Algorithm : The graph was laid out using the Harel-Koren Fast Multiscale layout algorithm.
Graph Source : TwitterSearch2
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 Domains
Top Word Pairs in Tweet in Entire Graph:
[735] policía,ángeles [684] profesor,afroamericano [657] afroamericano,31 [654] descargas,eléctricas [640] 31,familiar [640] ángeles,usa [640] eléctricas,profesor [640] mata,descargas [640] usa,mata [639] miquel_r,policía Top Word Pairs in Tweet in G1:
[629] afroamericano,31 [629] policía,ángeles [629] profesor,afroamericano [629] descargas,eléctricas [629] usa,mata [629] eléctricas,profesor [629] 31,familiar [629] ángeles,usa [629] mata,descargas [628] familiar,fu Top Word Pairs in Tweet in G2:
[160] ding,ding [31] #blacklivesmatter,#justiceforall [31] #pennstate,#blacklivesmatter [31] ding,#pennstate [19] martin,luther [19] #blm,#blacklivesmatter [18] #saytheirnames,#blacklivesmatter [18] #blacklivesmatter,#blm [17] lives,matter [16] luther,king Top Word Pairs in Tweet in G3:
[249] police,falsely [249] warning,uk [249] trigger,warning [249] met,police [249] uk,met [249] accusing,assault [249] woman,london [249] black,woman [249] falsely,arresting [249] blind,black Top Word Pairs in Tweet in G4:
[512] life,mattered [256] society,murder [256] school,society [256] murder,lapd [256] keenan,anderson's [256] mattered,family [256] family,school [256] anderson's,life [256] mattered,life [255] bryantodega,keenan Top Word Pairs in Tweet in G5:
[76] lives,matter [74] black,lives [37] matter,black [31] gayezo1,#blacklivesmatter [31] annielennox,gayezo1 [29] never,matter [29] fabuliner17,annielennox [29] lives,never [29] #blacklivesmatter,lives [29] until,black Top Word Pairs in Tweet in G6:
[8] underhuman,status [7] martin,luther [7] luther,king [5] king,jr [4] mlkday,barackobama [4] status,human [4] bit,underhuman [4] status,bit [4] #cartoonistswhoresist,#indicttrumpnow [4] #fofty,#keenananderson Top Word Pairs in Tweet in G7:
[83] policía,ángeles [82] patrisse,cullors [82] keenan,anderson [81] primo,patrisse [81] cullors,cofundadora [80] pistola,taser [80] asesinado,pistola [80] anderson,primo [80] taser,keenan [80] ángeles,asesinado Top Word Pairs in Tweet in G8:
[85] blacklivesmatter,gedram [85] jarenlang,eenzijdig [85] npo66,politieke [85] door,npo66 [85] npo66,npo66 [85] politieke,organisatie [85] gedram,door [85] pro,blacklivesmatter [85] eenzijdig,pro [84] martinbosma_pvv,jarenlang Top Word Pairs in Tweet in G9:
[12] keenan,anderson [8] anderson,31 [7] cardiac,arrest [6] arrest,being [6] police,anderson [6] tased,police [6] complaint,against [6] 31,year [6] teacher,died [6] personnel,complaint Top Word Pairs in Tweet in G10:
[247] white,lives [235] lives,matter [192] matter,white [59] power,glory [57] black,men [55] being,white [47] glory,#bnwo [40] bnwojosi,power [37] white,boys [36] bnwojosi,white Top Replied-To in Entire Graph:
Top Replied-To in G5:
Top Replied-To in G6:
Top Replied-To in G7:
Top Replied-To in G8:
Top Replied-To in G9:
Top Mentioned in Entire Graph:
Top Mentioned in G1:
Top Mentioned in G2:
Top Mentioned in G3:
Top Mentioned in G4:
Top Mentioned in G5:
Top Mentioned in G6:
Top Mentioned in G7:
Top Mentioned in G8:
Top Mentioned in G9:
Top Mentioned in G10:
Top Tweeters in Entire Graph:
Top Tweeters in G1:
Top Tweeters in G2:
Top Tweeters in G3:
Top Tweeters in G4:
Top Tweeters in G5:
Top Tweeters in G6:
Top Tweeters in G7:
Top Tweeters in G8:
Top Tweeters in G9:
Top Tweeters in G10: