The graph represents a network of 4,135 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 3/5/2023 5:00:36 PM. The network was obtained from Twitter on Monday, 06 March 2023 at 21:23 UTC.
The tweets in the network were tweeted over the 2356-day, 21-hour, 52-minute period from Wednesday, 21 September 2016 at 03:07 UTC to Monday, 06 March 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 : 4135
Unique Edges : 1745
Edges With Duplicates : 13002
Total Edges : 14747
Number of Edge Types : 9
Retweet : 3477
MentionsInRetweet : 4860
Replies to : 458
MentionsInReplyTo : 1128
Mentions : 2778
Quote : 323
Tweet : 1351
MentionsInQuote : 328
MentionsInQuoteReply : 44
Self-Loops : 2827
Reciprocated Vertex Pair Ratio : 0.0121980387467113
Reciprocated Edge Ratio : 0.0241020793950851
Connected Components : 579
Single-Vertex Connected Components : 201
Maximum Vertices in a Connected Component : 2130
Maximum Edges in a Connected Component : 10056
Maximum Geodesic Distance (Diameter) : 23
Average Geodesic Distance : 6.186252
Graph Density : 0.000247570944109923
Modularity : 0.297005
NodeXL Version : 1.0.1.510
Data Import : The graph represents a network of 4,135 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 3/5/2023 5:00:36 PM. The network was obtained from Twitter on Monday, 06 March 2023 at 21:23 UTC.
The tweets in the network were tweeted over the 2356-day, 21-hour, 52-minute period from Wednesday, 21 September 2016 at 03:07 UTC to Monday, 06 March 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:
[552] black,men [414] pick,pockets [414] lone,man [414] pockets,#blacklivesmatter [414] jump,lone [414] give,brain [414] damage,pick [414] brain,damage [414] men,jump [414] man,give Top Word Pairs in Tweet in G1:
[407] give,brain [407] pick,pockets [407] pockets,#blacklivesmatter [407] jump,lone [407] damage,pick [407] men,jump [407] black,men [407] man,give [407] lone,man [407] brain,damage Top Word Pairs in Tweet in G2:
[194] ready,win [194] sign,today [194] win,big [194] miss,amazing [194] amazing,opportunity [194] ten,lucky [194] today,miss [194] big,giving [194] lucky,winner [194] winner,sign Top Word Pairs in Tweet in G3:
[109] #blacklivesmatter,#hypocrisy [109] #hypocrisy,#blackprivilege [109] #wokementality,share [109] share,please [109] #blacksupremacy,#wokementality [109] #blackprivilege,#blacksupremacy [104] #blackcrimesmatter,#blacklivesmatter [29] pointofeew,#blackcrimesmatter [19] dangerous,racist [18] racist,suspects Top Word Pairs in Tweet in G4:
[257] white,lives [251] lives,matter [169] matter,white [114] black,men [101] being,white [79] white,boys [72] power,glory [69] glory,#bnwo [60] apologize,being [57] live,proudly Top Word Pairs in Tweet in G5:
[156] comes,over [156] over,takes [156] white,privilege [156] cousin,obnoxious [156] stand,comes [156] much,space [156] privilege,conservative [156] takes,much [156] obnoxious,stand [156] conservative,cousin Top Word Pairs in Tweet in G6:
[71] people,#tigray [71] #blacklivesmatter,diamond [71] dear,powerusaid [71] #tigray,#blacklivesmatter [71] powerusaid,people [61] diamond,#justice4tigray [52] #justice4tigray,stop [28] stop,#tigraygenocide [24] brhan50964202,dear [24] stop,#tigraygenocid Top Word Pairs in Tweet in G7:
[135] #blm,#blacklivesmatter [135] #democrats,#blm [131] #turkeysyria,#democrats [131] #ukraine,#turkeysyria [122] #blacklivesmatter,#africanw [73] sunday,together [73] blessed,sunday [71] #prayforukraine,#ukraine [71] claudette966,blessed [71] together,#prayforukraine Top Word Pairs in Tweet in G8:
[66] pay,2020 [66] lives,matter [66] each,wake [66] protesters,21k [66] offering,pay [66] 21k,each [66] 2020,black [66] matter,protesters [66] america,weekend [66] wake,america Top Word Pairs in Tweet in G9:
[214] presidencyza,healthza [196] dbe_sa,dalrrdgov_za [186] #corrupt,#incompetent [181] gems_number1,discovery_sa [169] #medicalschemes,#cmscares4u [157] dalrrdgov_za,commsza [156] #dstv403,#blacklivesmatter [156] #sizwehosmed,#dstv403 [149] realities,apartheid [149] apartheid,discrimination Top Word Pairs in Tweet in G10:
[19] #blacktwitter,#blacklivesmatter [17] black,people [11] sign,petition [11] #blacklivesmatter,#blackteens [10] #blackwoman,#blackwomen [9] #blackteens,#mexicans [9] #parenting,#fostercare [9] #mexicans,#parenting [9] records,youtube [8] kashdoll,#blacktwitter Top Replied-To in Entire Graph:
Top Replied-To in G3:
Top Replied-To in G4:
Top Replied-To in G6:
Top Replied-To in G8:
Top Replied-To in G9:
Top Replied-To in G10:
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: