The graph represents a network of 4,857 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 3/12/2023 5:00:36 PM. The network was obtained from Twitter on Monday, 13 March 2023 at 21:20 UTC.
The tweets in the network were tweeted over the 3862-day, 1-hour, 33-minute period from Tuesday, 14 August 2012 at 22:27 UTC to Monday, 13 March 2023 at 00:00 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 : 4857
Unique Edges : 1468
Edges With Duplicates : 9885
Total Edges : 11353
Number of Edge Types : 9
Retweet : 3795
MentionsInRetweet : 4181
Mentions : 890
Tweet : 1100
MentionsInReplyTo : 641
Replies to : 347
Quote : 221
MentionsInQuote : 107
MentionsInQuoteReply : 71
Self-Loops : 1578
Reciprocated Vertex Pair Ratio : 0.0068678459937565
Reciprocated Edge Ratio : 0.0136420008267879
Connected Components : 514
Single-Vertex Connected Components : 176
Maximum Vertices in a Connected Component : 2958
Maximum Edges in a Connected Component : 7526
Maximum Geodesic Distance (Diameter) : 20
Average Geodesic Distance : 5.005706
Graph Density : 0.000205125230691687
Modularity : 0.412904
NodeXL Version : 1.0.1.510
Data Import : The graph represents a network of 4,857 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 3/12/2023 5:00:36 PM. The network was obtained from Twitter on Monday, 13 March 2023 at 21:20 UTC.
The tweets in the network were tweeted over the 3862-day, 1-hour, 33-minute period from Tuesday, 14 August 2012 at 22:27 UTC to Monday, 13 March 2023 at 00:00 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:
[2035] fraud,charges [2035] #blacklivesmatter,leader [2034] additional,27 [2034] grant,#blacklivesmatter [2034] monica,cannon [2034] boston,area [2034] 27,fraud [2034] leader,boston [2034] cannon,grant [2034] area,facing Top Word Pairs in Tweet in G1:
[2029] additional,27 [2029] monica,cannon [2029] cannon,grant [2029] area,facing [2029] 27,fraud [2029] fraud,charges [2029] boston,area [2029] #blacklivesmatter,leader [2029] grant,#blacklivesmatter [2029] facing,additional Top Word Pairs in Tweet in G2:
[206] quick,jump [206] nigerians,complain [206] racism,abroad [206] anymore,quick [206] jump,blacklivesmatter [206] complain,racism [206] abroad,anymore [206] blacklivesmatter,protests [205] taadelodun,nigerians Top Word Pairs in Tweet in G3:
[216] #turkeysyria,#democrats [216] together,#bidenharris2024 [216] #blm,#blacklivesmatter [216] #democrats,#blm [213] #ukraine,#turkeysyria [213] #bidenharris2024,#ukraine [209] #blacklivesmatter,#africanw [135] claudette966,happy [133] happy,saturday [133] saturday,together Top Word Pairs in Tweet in G4:
[197] ding,ding [86] #blm,#blacklivesmatter [70] #atwa,#joebiden [70] #redwave2024,#bluelivesmatter [70] #atwar,#atwa [70] #houseofrepresentatives,#atwar [70] #antifascist,#blm [70] #congress,#houseofrepresentatives [70] #blacklivesmatter,#veterans [70] #bluelivesmatter,#senate Top Word Pairs in Tweet in G5:
[102] #blacklivesmatter,#hypocrisy [87] #blackcrimesmatter,#blacklivesmatter [87] #hypocrisy,#blackprivilege [86] #blackprivilege,#blacksupremacy [86] share,please [86] #wokementality,share [86] #blacksupremacy,#wokementality [17] #blacklivesmatter,#blackwomen [16] #blackmen,#blackexcellence [16] #blackownedbusiness,#blackgirlmagic Top Word Pairs in Tweet in G6:
[382] being,white [250] white,lives [243] lives,matter [192] black,men [140] white,boys [137] sorry,being [135] apologize,being [135] white,white [115] white,ashamed [115] ashamed,being Top Word Pairs in Tweet in G7:
[10] construção,necessária [10] queremos,colaborar [10] necessária,#lula13 [10] colaborar,participar [10] #lula13,#blacklivesmatter [10] dessa,construção [10] participar,dessa [8] sdv,esquerda [8] esquerda,progressistas [8] #laroyêexuaxé,sdv Top Word Pairs in Tweet in G8:
[70] arrodillas,#blacklivesmatter [70] black,lives [70] vas,arrodillas [70] matter,luego [70] lives,matter [70] luego,vas [69] robustiano21,black Top Word Pairs in Tweet in G9:
[26] #blackteens,#blacklivesmatter [16] #blacktwitter,#blacklivesmatter [11] #blackteens,#raptwitty [10] video,youtube [10] #raptwitty,#raregrooves [10] #blacklivesmatter,#blackteens [8] youtube,#blacktwitter [8] #blackgirlmissing,#blacklivesmatter [8] #raregrooves,#saturdaykitchen [8] #dtla,#hollywood Top Word Pairs in Tweet in G10:
[44] man,died [43] cop,used [43] neck,restraint [43] restraint,#blacklivesmatter [43] aboriginal,man [43] qldpolice,man [43] died,cop [43] used,neck [43] sue,qldpolice [43] family,sue Top Replied-To in Entire Graph:
Top Replied-To in G1:
Top Replied-To in G2:
Top Replied-To in G4:
Top Replied-To in G5:
Top Replied-To in G6:
Top Replied-To in G7:
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: