The graph represents a network of 9,738 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 12/1/2020 12:00:00 AM and 12/7/2020 11:59:59 PM. The network was obtained from Twitter on Tuesday, 22 August 2023 at 18:03 UTC.
The tweets in the network were tweeted over the 2981-day, 18-hour, 51-minute period from Tuesday, 23 June 2015 at 16:11 UTC to Tuesday, 22 August 2023 at 11:02 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 : 9738
Unique Edges : 10743
Edges With Duplicates : 5651
Total Edges : 16394
Number of Edge Types : 7
Replies to : 3877
Tweet : 2376
Mentions : 2547
Quote : 1330
MentionsInReplyTo : 4421
MentionsInQuote : 1629
MentionsInQuoteReply : 214
Self-Loops : 2916
Reciprocated Vertex Pair Ratio : 0.00580708661417323
Reciprocated Edge Ratio : 0.0115471181133183
Connected Components : 2472
Single-Vertex Connected Components : 1821
Maximum Vertices in a Connected Component : 6096
Maximum Edges in a Connected Component : 13220
Maximum Geodesic Distance (Diameter) : 23
Average Geodesic Distance : 5.333241
Graph Density : 0.000107773865266912
Modularity : 0.567271
NodeXL Version : 1.0.1.520
Data Import : The graph represents a network of 9,738 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 12/1/2020 12:00:00 AM and 12/7/2020 11:59:59 PM. The network was obtained from Twitter on Tuesday, 22 August 2023 at 18:03 UTC.
The tweets in the network were tweeted over the 2981-day, 18-hour, 51-minute period from Tuesday, 23 June 2015 at 16:11 UTC to Tuesday, 22 August 2023 at 11:02 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 : In-Degree
Top Domains
Top Word Pairs in Tweet in Entire Graph:
[1334] dominion,smartmatic [1237] open,society [900] george,soros [647] malloch,brown [572] mark,malloch [550] lead,open [490] smartmatic,dominion [484] society,foundation [458] soros,appoints [438] lord,mark Top Word Pairs in Tweet in G1:
[422] open,society [333] george,soros [173] malloch,brown [173] lead,open [167] society,foundations [164] mark,malloch [133] soros,appoints [129] dominion,smartmatic [121] society,foundation [119] lord,mark Top Word Pairs in Tweet in G2:
[358] dominion,smartmatic [148] #dominion,#smartmatic [117] smartmatic,dominion [114] smartmatic,software [100] #smartmatic,#voterfraud [98] #voterfraud,#fightback [78] #stopthesteal,#election2020 [77] llinwood,sidneypowell1 [77] #election2020,#dominion [72] open,society Top Word Pairs in Tweet in G3:
[202] dominion,smartmatic [79] smartmatic,dominion [60] smartmatic,software [48] dominion,voting [47] realdonaldtrump,smartmatic [47] realdonaldtrump,dominion [42] voting,systems [35] national,security [33] vote,fraud [33] voting,machines Top Word Pairs in Tweet in G4:
[34] corina,machado [34] fraude,electoral [34] maría,corina [30] machado,mariacorinaya [28] #venezuela,#ecuador [28] mariacorinaya,verdad [28] #ecuador,clara [28] tecnológicos,fraudes [28] explicación,milagros [28] fraudes,#venezuela Top Word Pairs in Tweet in G5:
[91] open,society [63] billgates,glblctzn [55] malloch,brown [55] smartmatic,billgates [54] george,soros [40] smartmatic,voting [39] mark,malloch [34] president,open [32] head,smartmatic [31] society,group Top Word Pairs in Tweet in G6:
[336] open,society [256] lead,open [223] malloch,brown [223] george,soros [217] mark,malloch [216] lord,mark [214] society,foundation [208] soros,appoints [207] president,smartmatic [206] brown,former Top Word Pairs in Tweet in G7:
[34] dominion,smartmatic [30] #dominion,#smartmatic [26] open,society [25] urnas,smartmatic [20] george,soros [15] nas,eleições [13] pela,smartmatic [13] voto,impresso [12] ceo,smartmatic [11] presidente,open Top Word Pairs in Tweet in G8:
[112] smartmatic,vote [111] cnn,reports [111] fraud,youtube [111] reports,smartmatic [110] vote,fraud [60] フィリピンでも不正か,smartmatic投票機 [29] 情報最前線,フィリピン元下院議員 [29] smartmatic投票機,youtubeより [29] 州議会が選挙権限を取り戻そう,フィリピンでも不正か [29] フィリピン元下院議員,smartmatic投票システムは投票用紙を Top Word Pairs in Tweet in G9:
[113] dominion,smartmatic [82] voter,fraud [79] swing,states [78] smartmatic,voting [77] democratic,voter [77] machine,scandal [77] massive,democratic [77] fraud,six [77] due,dominion [77] six,swing Top Word Pairs in Tweet in G10:
[6] malloch,brown [6] fraude,electoral [6] smartmatic,dominion [5] #smartmatic,#fraude [5] smartmatic,empresa [5] open,society [4] smartmatic,chavez [4] between,smartmatic [4] statistical,evidence [4] evidence,electoral 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: