The graph represents a network of 19,961 Twitter users whose recent tweets contained "fraud (election OR vote OR voter OR votes)", 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 Thursday, 05 November 2020 at 17:52 UTC.
The tweets in the network were tweeted over the 25-minute period from Thursday, 05 November 2020 at 16:40 UTC to Thursday, 05 November 2020 at 17:05 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 : 19961
Unique Edges : 24341
Edges With Duplicates : 1972
Total Edges : 26313
Number of Edge Types : 5
Retweet : 12520
Replies to : 3828
Mentions : 4355
Tweet : 2837
MentionsInRetweet : 2773
Self-Loops : 2905
Reciprocated Vertex Pair Ratio : 0.00359504682437531
Reciprocated Edge Ratio : 0.00716433751990094
Connected Components : 2855
Single-Vertex Connected Components : 1553
Maximum Vertices in a Connected Component : 14338
Maximum Edges in a Connected Component : 20835
Maximum Geodesic Distance (Diameter) : 18
Average Geodesic Distance : 5.303675
Graph Density : 5.67539567888846E-05
Modularity : 0.806188
NodeXL Version : 1.0.1.441
Data Import : The graph represents a network of 19,961 Twitter users whose recent tweets contained "fraud (election OR vote OR voter OR votes)", 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 Thursday, 05 November 2020 at 17:52 UTC.
The tweets in the network were tweeted over the 25-minute period from Thursday, 05 November 2020 at 16:40 UTC to Thursday, 05 November 2020 at 17:05 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 : fraud (election OR vote OR voter OR votes)
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:
[13405] voter,fraud [5797] election,fraud [3572] state,election [2656] fraud,state [2563] claimed,states [2557] biden,claimed [2545] legally,challenged [2539] plenty,proof [2538] check,media [2532] challenged,voter Top Word Pairs in Tweet in G1:
[2794] voter,fraud [2310] election,fraud [2227] state,election [2208] check,media [2186] fraud,state [2185] biden,claimed [2184] claimed,states [2181] states,legally [2181] legally,challenged [2180] recent,biden Top Word Pairs in Tweet in G2:
[944] voter,fraud [349] election,fraud [117] fraud,state [111] state,election [109] claimed,states [108] check,media [106] biden,claimed [105] challenged,voter [104] legally,challenged [103] recent,biden Top Word Pairs in Tweet in G3:
[2059] voter,fraud [941] election,fraud [936] proof,voter [931] fraud,date [931] votes,cast [930] nope,proof [930] date,certainly [930] certainly,proof [930] proof,state [930] state,election Top Word Pairs in Tweet in G4:
[694] voter,fraud [134] election,fraud [128] last,night [126] voted,person [125] voting,mail [125] fraud,az [124] vote,cancelled [124] cancelled,voted [124] person,last [124] night,don Top Word Pairs in Tweet in G5:
[699] voter,fraud [620] outside,tcf [620] tcf,center [571] detroit,actually [571] wxyz,photographer [571] photographer,loading [571] loading,camera [571] camera,gear [557] fact,check [557] check,video Top Word Pairs in Tweet in G6:
[389] voter,fraud [139] election,fraud [62] mail,ballots [60] evidence,voter [48] claims,voter [38] blue,states [37] fox,called [37] called,blue [37] states,early [37] early,biden Top Word Pairs in Tweet in G7:
[334] voter,fraud [176] vote,fraud [154] fraud,pure [154] pure,simple [75] trump,loses [75] loses,georgia [75] georgia,lawsuit [75] lawsuit,over [75] over,voter [72] election,fraud Top Word Pairs in Tweet in G8:
[362] election,fraud [279] veritastips,protonmail [268] project,veritas [263] 2020,election [238] voter,fraud [221] veritas,shown [221] shown,undeniable [221] undeniable,video [221] video,proof [221] proof,2020 Top Word Pairs in Tweet in G9:
[421] voter,fraud [302] massive,voter [270] friends,india [270] india,seems [270] seems,run [270] run,national [270] national,election [270] election,without [270] without,massive [270] fraud,whereas Top Word Pairs in Tweet in G10:
[679] voter,fraud [282] fake,votes [279] election,process [279] laws,place [278] way,today [278] place,protect [278] protect,against [278] investigate,state [277] need,clean [277] clean,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: