The graph represents a network of 5,546 Twitter users whose recent tweets contained "Smartmatic", or who were replied to, mentioned, retweeted or quoted in those tweets, taken from a data set limited to a maximum of 20,000 tweets, tweeted between 11/16/2020 12:00:00 AM and 11/16/2020 11:59:59 PM. The network was obtained from Twitter on Monday, 25 December 2023 at 18:29 UTC.
The tweets in the network were tweeted over the 4092-day, 18-hour, 21-minute period from Wednesday, 10 October 2012 at 16:08 UTC to Monday, 25 December 2023 at 10:29 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 : 16271
Unique Edges : 20718
Edges With Duplicates : 11074
Total Edges : 31792
Number of Edge Types : 7
Quote : 3398
Mentions : 4104
Replies to : 9804
MentionsInReplyTo : 8225
Tweet : 4315
MentionsInQuote : 1539
MentionsInQuoteReply : 407
Self-Loops : 5584
Reciprocated Vertex Pair Ratio : 0.00546712467947167
Reciprocated Edge Ratio : 0.0108747954961024
Connected Components : 3329
Single-Vertex Connected Components : 2650
Maximum Vertices in a Connected Component : 11888
Maximum Edges in a Connected Component : 28127
Maximum Geodesic Distance (Diameter) : 17
Average Geodesic Distance : 4.710146
Graph Density : 7.85028714440498E-05
Modularity : 0.528258
NodeXL Version : 1.0.1.528
Data Import : The graph represents a network of 5,546 Twitter users whose recent tweets contained "Smartmatic", or who were replied to, mentioned, retweeted or quoted in those tweets, taken from a data set limited to a maximum of 20,000 tweets, tweeted between 11/16/2020 12:00:00 AM and 11/16/2020 11:59:59 PM. The network was obtained from Twitter on Monday, 25 December 2023 at 18:29 UTC.
The tweets in the network were tweeted over the 4092-day, 18-hour, 21-minute period from Wednesday, 10 October 2012 at 16:08 UTC to Monday, 25 December 2023 at 10:29 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 : TwitterSearch3
Graph Term : Smartmatic
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:
[1318] dominion,voting [1307] voting,systems [1256] dominion,smartmatic [1078] peter,neffenger [1072] sidney,powell [1037] smartmatic,dominion [942] smartmatic,voting [803] malloch,brown [744] george,soros [718] transition,team Top Word Pairs in Tweet in G1:
[601] voting,systems [596] dominion,voting [565] smartmatic,dominion [404] connected,smartmatic [392] kamala,harris' [390] watch,kamala [388] husband,connected [385] harris',husband [382] systems,youtube [357] dominion,smartmatic Top Word Pairs in Tweet in G2:
[322] sidney,powell [181] peter,neffenger [152] dominion,smartmatic [149] dominion,voting [142] smartmatic,voting [138] voting,systems [120] powell,reads [117] smartmatic,whistleblower [117] transition,team [117] reads,statements Top Word Pairs in Tweet in G3:
[129] urnas,eletrônicas [116] nas,eleições [91] urnas,smartmatic [77] dominion,smartmatic [74] voto,impresso [66] eleições,americanas [62] smartmatic,dominion [56] os,votos [54] empresa,smartmatic [54] nas,urnas Top Word Pairs in Tweet in G4:
[198] rudygiuliani,smartmatic [115] malloch,brown [113] george,soros [96] mark,malloch [81] dominion,smartmatic [75] voting,systems [62] dominion,voting [56] voting,machines [53] smartmatic,dominion [47] open,society Top Word Pairs in Tweet in G5:
[72] voting,systems [57] transition,team [53] dominion,voting [47] peter,neffenger [34] dominion,smartmatic [31] smartmatic,dominion [29] malloch,brown [27] mark,malloch [25] joe,biden's [24] biden's,transition Top Word Pairs in Tweet in G6:
[140] dominion,smartmatic [90] dominion,voting [82] peter,neffenger [81] voter,fraud [67] transition,team [51] voting,systems [47] smartmatic,used [46] venezuelan,elections [45] dominion,trouble [45] subsidiary,smartmatic Top Word Pairs in Tweet in G7:
[110] nas,eleições [109] eleições,americanas [107] smartmatic,foi [107] foi,usada [107] usada,nas [106] americanas,youtube [72] dominion,smartmatic [64] malloch,brown [61] mark,malloch [57] george,soros Top Word Pairs in Tweet in G8:
[470] sidney,powell [293] smartmatic,voting [291] peter,neffenger [250] chairman,board [245] board,peter [244] named,joe [244] neffenger,named [242] voting,machine's [242] machine's,chairman [241] 'transition,team' Top Word Pairs in Tweet in G9:
[53] transition,team [43] voting,systems [41] dominion,voting [31] dominion,smartmatic [30] peter,neffenger [30] malloch,brown [29] joe,biden [29] chairman,smartmatic [24] mark,malloch [22] voting,machines Top Word Pairs in Tweet in G10:
[49] venezolana,smartmatic [46] software,dominion [40] fraude,electoral [38] empresa,venezolana [35] propiedad,empresa [34] estados,unidos [34] dominion,propiedad [33] española,indra [31] menciona,fox [31] fox,software 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 Replied-To in G10:
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 Mentioned in G10:
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: