The graph represents a network of 1,471 Twitter users whose recent tweets contained "election fruad", 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 Friday, 13 November 2020 at 02:43 UTC.
The tweets in the network were tweeted over the 8-day, 21-hour, 12-minute period from Wednesday, 04 November 2020 at 05:16 UTC to Friday, 13 November 2020 at 02:29 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 : 1471
Unique Edges : 1617
Edges With Duplicates : 176
Total Edges : 1793
Number of Edge Types : 5
Replies to : 652
Mentions : 494
Tweet : 216
MentionsInRetweet : 73
Retweet : 358
Self-Loops : 223
Reciprocated Vertex Pair Ratio : 0.00066577896138482
Reciprocated Edge Ratio : 0.00133067198935462
Connected Components : 327
Single-Vertex Connected Components : 140
Maximum Vertices in a Connected Component : 783
Maximum Edges in a Connected Component : 1204
Maximum Geodesic Distance (Diameter) : 15
Average Geodesic Distance : 6.359418
Graph Density : 0.000695070686330276
Modularity : 0.788743
NodeXL Version : 1.0.1.441
Data Import : The graph represents a network of 1,471 Twitter users whose recent tweets contained "election fruad", 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 Friday, 13 November 2020 at 02:43 UTC.
The tweets in the network were tweeted over the 8-day, 21-hour, 12-minute period from Wednesday, 04 November 2020 at 05:16 UTC to Friday, 13 November 2020 at 02:29 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 : election fruad
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 : In-Degree
Top Domains
Top Word Pairs in Tweet in Entire Graph:
[347] election,fruad [186] 000,votes [174] counting,fruad [172] election,counting [172] voter,election [171] vote,trump [171] single,vote [170] garylineker,138 [170] 138,000 [170] votes,went Top Word Pairs in Tweet in G1:
[169] garylineker,138 [169] 138,000 [169] 000,votes [169] votes,went [169] went,biden [169] biden,count [169] count,random [169] random,ballots [169] ballots,night [169] night,single Top Word Pairs in Tweet in G2:
[56] election,fruad [28] voter,fruad [14] maga,maga [11] fruad,election [9] election,fraud [8] redo,election [7] voter,fraud [6] #election,#electionfruad [6] #electionfruad,voter [5] joe,biden Top Word Pairs in Tweet in G3:
[32] election,fruad [15] fruad,election [9] voter,fruad [6] realdonaldtrump,election [5] before,election [4] realdonaldtrump,trump [4] mail,ballot [4] ballots,being [3] fruad,trump [3] mail,ballots Top Word Pairs in Tweet in G4:
[15] election,fruad [4] voter,fruad [3] fruad,election [3] trump,decleared [3] decleared,victory [3] victory,well [3] fact,check [3] standing,president [3] president,theirs [3] theirs,fruad Top Word Pairs in Tweet in G5:
[13] election,fruad [12] except,trump [6] fair,election [6] election,except [6] trump,trying [6] trying,destroy [6] destroy,election [6] election,process [6] process,step [6] step,way Top Word Pairs in Tweet in G6:
[51] mitt,romney [51] romney,owns [51] owns,election [51] election,mismangment [51] mismangment,fruad Top Word Pairs in Tweet in G7:
[10] election,fruad [7] fruad,election [5] election,season [5] trump,win [4] election,day [3] fair,election [3] president,donald [3] donald,trump [3] ballots,election [3] trump,amp Top Word Pairs in Tweet in G8:
[27] election,fruad [24] trump,lost [12] stop,counting [12] rigged,election [12] wtf,trump [12] odds,against [12] path,according [12] according,votes [12] votes,win [12] win,allegations Top Word Pairs in Tweet in G9:
[10] election,fruad [2] pres,trump Top Word Pairs in Tweet in G10:
[9] ryannmcenany,kayleighmcenany [7] fruad,election [6] kayleighmcenany,sorry [6] sorry,fruad [6] fruad,word [6] word,team [6] team,people [6] people,won [6] won,accept [6] accept,election 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: