The graph represents a network of 4,774 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 2/12/2023 5:00:35 PM. The network was obtained from Twitter on Monday, 13 February 2023 at 21:23 UTC.
The tweets in the network were tweeted over the 2961-day, 2-hour, 55-minute period from Sunday, 04 January 2015 at 22:05 UTC to Monday, 13 February 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 : 4774
Unique Edges : 2608
Edges With Duplicates : 13465
Total Edges : 16073
Number of Edge Types : 9
Retweet : 3035
MentionsInRetweet : 4324
Tweet : 1613
Quote : 406
Mentions : 2909
MentionsInReplyTo : 2521
Replies to : 763
MentionsInQuote : 421
MentionsInQuoteReply : 81
Self-Loops : 3054
Reciprocated Vertex Pair Ratio : 0.0153431474186191
Reciprocated Edge Ratio : 0.0302225852562794
Connected Components : 819
Single-Vertex Connected Components : 364
Maximum Vertices in a Connected Component : 1835
Maximum Edges in a Connected Component : 9751
Maximum Geodesic Distance (Diameter) : 20
Average Geodesic Distance : 7.9966
Graph Density : 0.000214909817310417
Modularity : 0.326639
NodeXL Version : 1.0.1.510
Data Import : The graph represents a network of 4,774 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 2/12/2023 5:00:35 PM. The network was obtained from Twitter on Monday, 13 February 2023 at 21:23 UTC.
The tweets in the network were tweeted over the 2961-day, 2-hour, 55-minute period from Sunday, 04 January 2015 at 22:05 UTC to Monday, 13 February 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:
[359] #blm,#blacklivesmatter [320] give,retweet [320] racism,part [320] retweet,detest [320] part,play [320] #socialistsunday,give [320] #racism,racism [320] detest,#racism [285] play,#society [277] lives,matter Top Word Pairs in Tweet in G1:
[226] ding,ding [145] adriana,kuch [59] kuch,fight [47] fight,video [43] #blacklivesmatter,#justiceforall [43] ding,#pennstate [43] #pennstate,#blacklivesmatter [42] kuch,video [38] #blackhistorymonth,#blacklivesmatter [35] #blacklivesmatter,adriana Top Word Pairs in Tweet in G2:
[317] give,retweet [317] detest,#racism [317] retweet,detest [317] #socialistsunday,give [317] #racism,racism [317] racism,part [317] part,play [282] play,#society [273] stephenmoreton3,#socialistsunday [16] play,#soci Top Word Pairs in Tweet in G3:
[208] repukkklican,lies [208] policy,dam [208] immigration,policy [208] listen,closely [208] closely,progressives [208] open,border [208] lies,open [208] border,immigration [208] progressives,move [208] dam,thing Top Word Pairs in Tweet in G4:
[256] ban,white [242] white,white [214] white,lives [213] lives,matter [171] matter,white [127] being,white [87] black,history [85] history,month [83] white,porn [83] racism,ban Top Word Pairs in Tweet in G5:
[161] 100,times [158] #blacklivesmatter,100 [158] accepted,stanford [157] submitted,college [157] app,accepted [157] times,submitted [157] apparently,wrote [157] wrote,#blacklivesmatter [157] college,app [156] vincedaomedia,apparently Top Word Pairs in Tweet in G6:
[127] outrage,over [127] reason,worry [127] over,investigate [127] #nationalsecurity,outrage [127] investigate,reason [127] care,#nationalsecurity [126] marktsneed,care [126] worry,#su [12] #amwritingfiction,#writersoftwitter [12] #readbannedbooks,#blacklivesmatter Top Word Pairs in Tweet in G7:
[61] #blacklivesmatter,#blm [54] defund,police [52] #blm,commit [52] commit,crime [52] crime,freely [51] freely,yeah [50] yeah,right [37] mta,nypdtips [37] suspects,#blm [37] #blm,mta Top Word Pairs in Tweet in G8:
[140] #turkeysyria,#bidenharris2024 [140] together,#turkeysyria [140] #blm,#blacklivesmatter [73] #bidenharris2024,#endpolicebrutality [73] #democrats,#blm [73] #endpolicebrutality,#democrats [69] #climate,#democracy [67] sunday,together [67] #bidenharris2024,#blm [67] blessed,sunday Top Word Pairs in Tweet in G9:
[52] speak,wish [52] govkathyhochul,nysdec [52] stop,speak [52] nysdec,newyorkstateig [52] newyorkstateag,govkathyhochul [52] #blacklivesmatter,#ossiningny [52] keep,murderous [52] murderous,treatment [52] wish,#blacklivesmatter [52] treatment,innocent Top Word Pairs in Tweet in G10:
[15] #blacklivesmatter,#blm [15] yeuledefenderr,#blacklivesmatter [14] #queer,#community [14] #rent,#home [14] #blacktranslivesmatter,#blacktranswoman [14] #lgbtqia,#queer [14] #home,#housingforall [14] #community,#rent [14] #blacktranswoman,#lgbtqia [14] #blm,#blacktranslivesmatter Top Replied-To in Entire Graph:
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Top Mentioned in Entire Graph:
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Top Tweeters in Entire Graph:
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Top Tweeters in G10: