The graph represents a network of 4,284 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 1/8/2023 5:00:34 PM. The network was obtained from Twitter on Monday, 09 January 2023 at 21:23 UTC.
The tweets in the network were tweeted over the 2944-day, 3-hour, 46-minute period from Wednesday, 17 December 2014 at 21:13 UTC to Monday, 09 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 : 4284
Unique Edges : 2413
Edges With Duplicates : 17640
Total Edges : 20053
Number of Edge Types : 9
Retweet : 3260
MentionsInRetweet : 5415
Tweet : 1597
MentionsInReplyTo : 2241
Replies to : 561
Quote : 314
MentionsInQuote : 357
Mentions : 6242
MentionsInQuoteReply : 66
Self-Loops : 3965
Reciprocated Vertex Pair Ratio : 0.0223591147615788
Reciprocated Edge Ratio : 0.0437402365543405
Connected Components : 821
Single-Vertex Connected Components : 292
Maximum Vertices in a Connected Component : 1433
Maximum Edges in a Connected Component : 13707
Maximum Geodesic Distance (Diameter) : 21
Average Geodesic Distance : 9.249193
Graph Density : 0.000244217852134238
Modularity : 0.238636
NodeXL Version : 1.0.1.508
Data Import : The graph represents a network of 4,284 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 1/8/2023 5:00:34 PM. The network was obtained from Twitter on Monday, 09 January 2023 at 21:23 UTC.
The tweets in the network were tweeted over the 2944-day, 3-hour, 46-minute period from Wednesday, 17 December 2014 at 21:13 UTC to Monday, 09 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:
[442] cmscares4u,gems_number1 [384] #blm,#blacklivesmatter [320] employees,medical [320] government,employees [320] medical,scheme [313] ding,ding [279] cyril,ramaphosa [278] president,cyril [272] enemy,people [266] running,vlakplaas Top Word Pairs in Tweet in G1:
[313] ding,ding [81] #blm,#blacklivesmatter [61] #veterans,#atwa [61] #atwa,#atwar [61] #bluelivesmatter,#senate [61] #antifascist,#blm [61] #congress,#houseofrepresentatives [61] #joebidensamerica,#chinajoebiden [61] #senate,#congress [61] #joebiden,#kamalaharris Top Word Pairs in Tweet in G2:
[231] 2023,together [231] #democracy,#climate [231] together,#bidenharris2024 [231] #bidenharris2024,#democrats [231] #blacklivesmatter,#democracy [231] #climate,#bidendelivers [231] #blm,#blacklivesmatter [231] #democrats,#blm [156] claudette966,1st [115] 1st,saturday Top Word Pairs in Tweet in G3:
[26] #saytheirnames,#blacklivesmatter [9] potus,fcprostyack [9] mayorginther,614 [9] 614,525 [9] 3555,mayorginther [9] 7671,prosecutor [9] fcprostyack,614 [9] govmikedewine,vp [9] vp,potus [9] 645,7671 Top Word Pairs in Tweet in G4:
[167] black,men [123] white,lives [103] being,white [88] sorry,being [71] #bnwo,#blacklivesmatter [70] power,glory [66] lives,matter [64] #blacklivesmatter,white [64] superior,black [64] bnwojosi,power Top Word Pairs in Tweet in G5:
[125] dat,ook [125] geldt,dat [125] dit,strafbaar [121] racisme,geldt [121] strafbaar,racisme [120] bart_collard,checkt [120] ook,#blacklivesmatter [120] checkt,#erasmusbrug [120] #blacklivesmatter,bart_collard [119] sypwynia,dit Top Word Pairs in Tweet in G6:
[128] blacklivesmatter,wins [128] wins,again [127] jordann773,blacklivesmatter Top Word Pairs in Tweet in G7:
[117] old,enough [117] capitol,acceptable [117] remember,thugs [117] attack,capitol [117] acceptable,old [117] jan,attack [117] enough,remember [116] thugs,#blackli [116] hsajwanization,jan [2] run,such Top Word Pairs in Tweet in G8:
[30] nbcnews,cbsnews [30] wileyglobal,workmanpub [30] librarycongress,gwr [30] simonschuster,hachetteus [30] starbucks,usedgov [30] foxnews,abc [30] blmla,aclu [30] unionsqandco,bowker [30] nbc33,wgnotv [30] wbrz,fox8nola Top Word Pairs in Tweet in G9:
[89] #ukraine,#russia [77] #blacklivesmatter,#ukraine [53] kk131066,#blacklivesmatter [26] #biden,#trump [21] black,history [20] #gqp,#racism [19] #russia,fractology101 [18] #trump,#gqp [15] #injustice,#blacklivesmatter [14] mission,digital Top Word Pairs in Tweet in G10:
[442] cmscares4u,gems_number1 [320] employees,medical [320] medical,scheme [320] government,employees [278] cyril,ramaphosa [278] president,cyril [272] enemy,people [266] running,vlakplaas [266] scheme,running [266] groenkloof,pta Top Replied-To in Entire Graph:
Top Replied-To in G1:
Top Replied-To in G3:
Top Replied-To in G5:
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: