The graph represents a network of 11,592 Twitter users whose recent tweets contained "Vote Fraud", or who were replied to or mentioned in those tweets, taken from a data set limited to a maximum of 18,000 tweets. The network was obtained from Twitter on Wednesday, 11 November 2020 at 18:26 UTC.
The tweets in the network were tweeted over the 2-hour, 14-minute period from Wednesday, 11 November 2020 at 15:42 UTC to Wednesday, 11 November 2020 at 17:57 UTC.
Additional tweets that were mentioned in this data set were also collected from prior time periods. These tweets may expand the complete time period of the data.
There is an edge for each "replies-to" relationship in a tweet, an edge for each "mentions" relationship in a tweet, and a self-loop edge for each tweet that is not a "replies-to" or "mentions".
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 : 11592
Unique Edges : 13365
Edges With Duplicates : 624
Total Edges : 13989
Number of Edge Types : 5
Retweet : 8333
Replies to : 1777
MentionsInRetweet : 1087
Tweet : 784
Mentions : 2008
Self-Loops : 805
Reciprocated Vertex Pair Ratio : 0.00163398692810458
Reciprocated Edge Ratio : 0.0032626427406199
Connected Components : 935
Single-Vertex Connected Components : 387
Maximum Vertices in a Connected Component : 9398
Maximum Edges in a Connected Component : 11836
Maximum Geodesic Distance (Diameter) : 19
Average Geodesic Distance : 5.485161
Graph Density : 9.58077168817886E-05
Modularity : 0.866774
NodeXL Version : 1.0.1.441
Data Import : The graph represents a network of 11,592 Twitter users whose recent tweets contained "Vote Fraud", or who were replied to or mentioned in those tweets, taken from a data set limited to a maximum of 18,000 tweets. The network was obtained from Twitter on Wednesday, 11 November 2020 at 18:26 UTC.
The tweets in the network were tweeted over the 2-hour, 14-minute period from Wednesday, 11 November 2020 at 15:42 UTC to Wednesday, 11 November 2020 at 17:57 UTC.
Additional tweets that were mentioned in this data set were also collected from prior time periods. These tweets may expand the complete time period of the data.
There is an edge for each "replies-to" relationship in a tweet, an edge for each "mentions" relationship in a tweet, and a self-loop edge for each tweet that is not a "replies-to" or "mentions".
Layout Algorithm : The graph was laid out using the Harel-Koren Fast Multiscale layout algorithm.
Graph Source : TwitterSearch
Graph Term : Vote Fraud
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:
[3907] voter,fraud [1873] vote,fraud [1396] vote,trump [1334] registered,vote [1321] deborah,jean [1321] jean,christiansen [1321] christiansen,roswell [1309] vote,october [1309] october,voted [1309] problem,passed Top Word Pairs in Tweet in G1:
[1238] voter,fraud [1235] registered,vote [1233] vote,october [1233] october,voted [1233] voted,election [1233] election,problem [1233] problem,passed [1233] passed,away [1233] victim,voter [1232] mrs,deborah Top Word Pairs in Tweet in G2:
[1240] voter,fraud [1222] dead,mom [1216] vote,trump [1213] tried,dead [1212] fort,pa [1212] pa,tried [1212] mom,vote [1210] forty,fort [1208] governor,patrick [1208] patrick,counterpart Top Word Pairs in Tweet in G3:
[832] today,court [832] court,pennsylvania [832] pennsylvania,judge [832] judge,asked [832] asked,lawyer [832] lawyer,trump [832] trump,point [832] point,blank [832] blank,whether [832] whether,alleging Top Word Pairs in Tweet in G4:
[268] voter,fraud [72] popular,vote [65] vote,fraud [60] fraud,won [60] won,election [56] election,corrupt [56] corrupt,cheating [56] cheating,democrats [56] democrats,opposed [56] opposed,showing Top Word Pairs in Tweet in G5:
[1149] federal,agents [636] vote,fraud [577] systemic,vote [575] project,veritas [575] veritas,thing [575] thing,whistleblower [575] whistleblower,comes [575] comes,forward [575] forward,claim [575] claim,systemic Top Word Pairs in Tweet in G6:
[522] recount,presidential [522] 14,000 [522] 000,vote [522] vote,lead [514] georgia,secretary [514] secretary,state [514] state,brad [514] brad,raffensperger [514] raffensperger,announced [514] announced,state Top Word Pairs in Tweet in G7:
[303] popular,vote [302] president,elect [301] vote,lead [299] evidence,fraud [297] electoral,votes [297] joebiden,president [296] 306,electoral [296] votes,million [296] million,states [296] states,finish Top Word Pairs in Tweet in G8:
[846] vote,mail [420] mail,fraud [419] republican,florida [419] florida,attorney [419] attorney,general [419] general,using [419] using,taxpayer [419] taxpayer,dollars [419] dollars,attack [419] attack,vote Top Word Pairs in Tweet in G9:
[418] vote,fraud [416] one,thing [416] thing,keep [416] keep,mind [416] mind,reporters [416] reporters,snd [416] snd,tv [416] tv,hosts [416] hosts,keep [416] keep,repeating Top Word Pairs in Tweet in G10:
[99] voter,fraud [92] vote,fraud [19] vote,trump [17] election,fraud [16] popular,vote [14] ag,barr [13] fraud,vote [13] investigations,vote [12] vote,counting [12] story,behind Top Replied-To in Entire Graph:
Top Replied-To in G1:
Top Replied-To in G2:
Top Replied-To in G3:
Top Replied-To in G4:
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 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: