The graph represents a network of 18,596 Twitter users whose recent tweets contained "(fraud OR fraudulent OR steal OR stolen) (election OR vote OR voter OR votes)(fraud OR fraudulent OR steal OR stolen) (election OR vote OR voter OR votes OR ballot OR ballots))", 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, 06 November 2020 at 07:30 UTC.
The tweets in the network were tweeted over the 27-minute period from Friday, 06 November 2020 at 06:12 UTC to Friday, 06 November 2020 at 06:39 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 : 18596
Unique Edges : 24627
Edges With Duplicates : 1850
Total Edges : 26477
Number of Edge Types : 5
Retweet : 15232
Replies to : 2231
Mentions : 2578
MentionsInRetweet : 4242
Tweet : 2194
Self-Loops : 2230
Reciprocated Vertex Pair Ratio : 0.00166105881851868
Reciprocated Edge Ratio : 0.00331660855514925
Connected Components : 1746
Single-Vertex Connected Components : 742
Maximum Vertices in a Connected Component : 14840
Maximum Edges in a Connected Component : 22800
Maximum Geodesic Distance (Diameter) : 18
Average Geodesic Distance : 5.594889
Graph Density : 6.80118621386425E-05
Modularity : 0.798827
NodeXL Version : 1.0.1.441
Data Import : The graph represents a network of 18,596 Twitter users whose recent tweets contained "(fraud OR fraudulent OR steal OR stolen) (election OR vote OR voter OR votes)(fraud OR fraudulent OR steal OR stolen) (election OR vote OR voter OR votes OR ballot OR ballots))", 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, 06 November 2020 at 07:30 UTC.
The tweets in the network were tweeted over the 27-minute period from Friday, 06 November 2020 at 06:12 UTC to Friday, 06 November 2020 at 06:39 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 OR fraudulent OR steal OR stolen) (election OR vote OR voter OR votes)(fraud OR fraudulent OR steal OR stolen) (election OR vote OR voter OR votes OR ballot OR ballots))
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:
[8284] voter,fraud [2512] election,fraud [1951] trump,supporters [1860] fraud,evidence [1848] believe,voter [1826] supporters,believe [1820] believe,sexually [1820] sexually,assaulted [1820] assaulted,women [1820] women,26 Top Word Pairs in Tweet in G1:
[944] voter,fraud [308] steal,election [257] election,fraud [120] counting,votes [115] joe,biden [109] trying,steal [107] matter,vote [107] vote,matters [107] matters,counting [107] votes,careful Top Word Pairs in Tweet in G2:
[1729] voter,fraud [1719] wild,trump [1719] trump,supporters [1719] supporters,believe [1719] believe,voter [1719] fraud,evidence [1719] evidence,couldn [1719] couldn,believe [1719] believe,sexually [1719] sexually,assaulted Top Word Pairs in Tweet in G3:
[956] 2016,trump [956] trump,won [956] won,pa [956] pa,wi [956] wi,handful [956] handful,votes [956] votes,election [956] election,system [956] system,worked [956] worked,great Top Word Pairs in Tweet in G4:
[651] voter,fraud [260] election,fraud [178] anyone,committing [178] fraud,prosecuted [169] telling,attack [169] attack,democracy [169] democracy,one [169] one,america [169] america,ok [169] ok,anyone Top Word Pairs in Tweet in G5:
[724] election,fraud [689] mega,thread [689] claims,fraud [688] alright,y'all [688] y'all,election [688] fraud,debunking [688] debunking,mega [688] thread,following [688] following,claims [688] fraud,looking Top Word Pairs in Tweet in G6:
[287] voter,fraud [97] election,fraud [62] steal,election [31] donald,trump [23] trying,steal [23] mail,ballots [22] fraud,voter [22] fraud,claims [21] dishonest,speech [20] speech,presidency Top Word Pairs in Tweet in G7:
[799] voter,fraud [610] looks,voter [306] biden,democrats [305] fraud,#electionresults2020 [305] #electionresults2020,#election2020 [305] #election2020,#trump [305] heard,twitter [305] twitter,appreciate [305] appreciate,people [305] people,stop Top Word Pairs in Tweet in G8:
[229] voter,fraud [143] clark,county [120] president,trump [99] first,prominent [95] stolen,election [94] prominent,adviser [94] adviser,break [94] break,potus [94] potus,gt [94] gt,govchristie Top Word Pairs in Tweet in G9:
[375] voter,fraud [213] going,currently [213] currently,happening [213] happening,nevada [213] nevada,speak [213] speak,epitome [213] epitome,voter [213] fraud,okay [213] okay,#passiton [213] #passiton,#stopthesteal Top Word Pairs in Tweet in G10:
[246] voter,fraud [88] retweet,reference [88] reference,voter [88] fraud,chances [88] chances,twitter [88] twitter,block [88] block,welcome [88] welcome,world [88] world,order [52] election,fraud Top Replied-To in Entire Graph:
Top Replied-To in G1:
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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:
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Top Mentioned in G7:
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Top Mentioned in G10:
Top Tweeters in Entire Graph:
Top Tweeters in G1:
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Top Tweeters in G3:
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Top Tweeters in G5:
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Top Tweeters in G7:
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Top Tweeters in G9:
Top Tweeters in G10: