The graph represents a network of 38,046 Twitter users whose recent tweets contained "Newsmax Dominion (Vote OR Voter OR Voting OR machine OR election OR ballot OR fraud)", or who were replied to, mentioned, retweeted or quoted in those tweets, taken from a data set limited to a maximum of 1,000,000 tweets, tweeted between 11/1/2020 4:58:08 PM and 1/31/2021 4:58:08 PM. The network was obtained from Twitter on Friday, 04 November 2022 at 08:48 UTC.
The tweets in the network were tweeted over the 2048-day, 14-hour, 34-minute period from Tuesday, 23 June 2015 at 16:11 UTC to Sunday, 31 January 2021 at 06:45 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 : 38046
Unique Edges : 18719
Edges With Duplicates : 84195
Total Edges : 102914
Number of Edge Types : 9
Retweet : 34598
MentionsInRetweet : 38977
Tweet : 3069
Mentions : 5246
Replies to : 4480
MentionsInReplyTo : 15131
Quote : 524
MentionsInQuote : 604
MentionsInQuoteReply : 285
Self-Loops : 3805
Reciprocated Vertex Pair Ratio : 0.00872632076500745
Reciprocated Edge Ratio : 0.0173016616804239
Connected Components : 2045
Single-Vertex Connected Components : 1631
Maximum Vertices in a Connected Component : 35202
Maximum Edges in a Connected Component : 99444
Maximum Geodesic Distance (Diameter) : 17
Average Geodesic Distance : 4.156635
Graph Density : 3.83333545083561E-05
Modularity : 0.431141
NodeXL Version : 1.0.1.507
Data Import : The graph represents a network of 38,046 Twitter users whose recent tweets contained "Newsmax Dominion (Vote OR Voter OR Voting OR machine OR election OR ballot OR fraud)", or who were replied to, mentioned, retweeted or quoted in those tweets, taken from a data set limited to a maximum of 1,000,000 tweets, tweeted between 11/1/2020 4:58:08 PM and 1/31/2021 4:58:08 PM. The network was obtained from Twitter on Friday, 04 November 2022 at 08:48 UTC.
The tweets in the network were tweeted over the 2048-day, 14-hour, 34-minute period from Tuesday, 23 June 2015 at 16:11 UTC to Sunday, 31 January 2021 at 06:45 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 : Newsmax Dominion (Vote OR Voter OR Voting OR machine OR election OR ballot OR 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:
[10483] dominion,voting [9664] dominion,sent [9389] election,lies [9382] preservation,notices [9380] following,telling [9380] sent,preservation [9380] speaking,election [9380] lies,reminded [9380] notices,following [9380] reminded,dominion Top Word Pairs in Tweet in G1:
[7203] preservation,notices [7202] dominion,sent [7202] election,lies [7201] speaking,election [7201] sent,preservation [7201] reminded,dominion [7201] notices,following [7201] lies,reminded [7201] following,telling [7200] telling,pre Top Word Pairs in Tweet in G2:
[1823] dominion,voting [672] pro,trump [627] voting,machines [609] voting,systems [520] #newsmax,newsmax [484] time,pro [484] beat,foxnews [484] newsmax's,nightly [484] lies,need [484] playbook,beat Top Word Pairs in Tweet in G3:
[2575] dominion,voting [2564] voting,systems [2530] media,outlets [2519] asked,source [2519] source,dominion [2519] company,satisfied [2519] backs,media [2519] inbox,asked [2519] systems,company [2519] satisfied,walk Top Word Pairs in Tweet in G4:
[2114] pro,trump [2111] fraud,claims [2105] video,admitting [2104] minute,video [2100] outlandish,fraud [2080] network,newsmax [2079] trump,network [2076] 'no,evidence' [2076] evidence',outlandish [2076] admitting,'no Top Word Pairs in Tweet in G5:
[1260] dominion,voting [994] voting,systems [846] voting,machine [825] machine,companies [581] dominion,smartmatic [567] newsmax,oann [563] breaking,top [563] systems,gone [563] top,employee [563] becoming,subject Top Word Pairs in Tweet in G6:
[1683] fox,news [1659] dominion,voting [1652] law,firm [1632] news,newsmax [1623] voting,systems [1612] sent,letters [1468] firm,representing [1468] representing,dominion [1429] channels,fox [1429] exclusive,law Top Word Pairs in Tweet in G7:
[470] dominion,voting [244] create,fraud [230] rigged,create [230] voting,rigged [229] audit,finds [228] finds,county's [228] county's,dominion [163] voting,systems [163] pro,trump [163] network,newsmax Top Word Pairs in Tweet in G8:
[1469] pro,trump [1461] trump,network [1461] network,newsmax [1460] minute,video [1458] 'no,evidence' [1458] admitting,'no [1458] video,admitting [1457] evidence',outlandish [1457] outlandish,fraud [1454] fraud,claims Top Word Pairs in Tweet in G9:
[657] fox,news [632] news,newsmax [599] legal,action [598] threatened,legal [598] two,election [598] technology,companies [598] fraud,two [598] down,claims [598] shot,down [598] election,technology Top Word Pairs in Tweet in G10:
[621] #newsmax,newsmax [618] rudy,giuliani [616] 'dominion,counting [616] giuliani,'dominion [616] counting,votes [616] votes,anywhere' [615] anywhere',#newsmax [614] jasonmillerindc,rudy [255] interviewed,llinwood [255] shuttered,scrubbing Top Replied-To in Entire Graph:
Top Replied-To in G1:
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Top Replied-To in G10:
Top Mentioned in Entire Graph:
Top Mentioned in G1:
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Top Tweeters in Entire Graph:
Top Tweeters in G1:
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Top Tweeters in G10: