The graph represents a network of 7,130 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 140,000 tweets, tweeted between 11/8/2020 12:00:00 AM and 11/15/2020 12:00:00 AM. The network was obtained from Twitter on Tuesday, 22 August 2023 at 04:32 UTC.
The tweets in the network were tweeted over the 4215-day, 0-hour, 57-minute period from Sunday, 05 February 2012 at 20:34 UTC to Monday, 21 August 2023 at 21:32 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 : 7946
Unique Edges : 6776
Edges With Duplicates : 10205
Total Edges : 16981
Number of Edge Types : 7
Mentions : 1380
Replies to : 4156
MentionsInReplyTo : 7119
Tweet : 1694
Quote : 1775
MentionsInQuote : 683
MentionsInQuoteReply : 174
Self-Loops : 2216
Reciprocated Vertex Pair Ratio : 0.00767508794371602
Reciprocated Edge Ratio : 0.0152332592827674
Connected Components : 1484
Single-Vertex Connected Components : 1021
Maximum Vertices in a Connected Component : 5676
Maximum Edges in a Connected Component : 14678
Maximum Geodesic Distance (Diameter) : 17
Average Geodesic Distance : 4.838026
Graph Density : 0.000149736333846922
Modularity : 0.48005
NodeXL Version : 1.0.1.519
Data Import : The graph represents a network of 7,130 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 140,000 tweets, tweeted between 11/8/2020 12:00:00 AM and 11/15/2020 12:00:00 AM. The network was obtained from Twitter on Tuesday, 22 August 2023 at 04:32 UTC.
The tweets in the network were tweeted over the 4215-day, 0-hour, 57-minute period from Sunday, 05 February 2012 at 20:34 UTC to Monday, 21 August 2023 at 21:32 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:
[471] malloch,brown [440] george,soros [439] dominion,voting [436] voting,systems [398] mark,malloch [316] dominion,smartmatic [276] voting,machines [211] rudygiuliani,smartmatic [208] software,smartmatic [205] open,society Top Word Pairs in Tweet in G1:
[77] votos,eeuu [68] conteo,votos [60] empresa,chavista [56] george,soros [55] chavista,smartmatic [54] detrás,conteo [54] smartmatic,detrás [51] dominion,voting [49] voting,systems [46] malloch,brown Top Word Pairs in Tweet in G2:
[114] realdonaldtrump,rudygiuliani [99] malloch,brown [96] voting,systems [95] sequoia,smartmatic [93] dominion,sequoia [91] dominion,voting [90] rudygiuliani,#godiswitnessing [90] smartmatic,corruption [89] corruption,history [89] dominion,smartmatic Top Word Pairs in Tweet in G3:
[176] rudygiuliani,smartmatic [95] george,soros [93] malloch,brown [78] mark,malloch [48] voting,machines [39] voting,systems [38] open,society [34] dominion,smartmatic [30] smartmatic,company [29] lord,mark Top Word Pairs in Tweet in G4:
[71] jorge,massa [68] cuñado,gustavo [68] gustavo,cisneros [66] george,soros [62] malloch,brown [62] corte,inglés [61] mark,malloch [59] open,society [58] presidente,junta [58] lord,mark Top Word Pairs in Tweet in G5:
[54] urnas,eletrônicas [38] chanelrion,oann [34] dominion,smartmatic [34] nas,eleições [32] realdonaldtrump,chanelrion [29] voto,impresso [26] eleições,americanas [24] urnas,smartmatic [22] george,soros [22] nossas,urnas Top Word Pairs in Tweet in G6:
[23] dominion,voting [14] voting,systems [10] smartmatic,software [10] infodi0,smartmatic [9] smartmatic,voting [9] dominion,software [9] open,society [9] software,smartmatic [8] obtained,frankfort [8] voting,technology Top Word Pairs in Tweet in G7:
[109] foi,usada [109] eleições,americanas [109] nas,eleições [109] usada,nas [109] smartmatic,foi [107] americanas,youtube [40] smartmatic,youtube [38] suprema,corte [38] alerta,smartmatic [38] corte,venezuela Top Word Pairs in Tweet in G8:
[16] mail,voting [16] sa,smartmatic [12] mail,ballots [12] ng,smartmatic [11] andy,bautista [6] pa,kaya [5] election,fraud [5] smartmatic,nga [5] nanay,mo [5] hindi,pa Top Word Pairs in Tweet in G9:
[9] voting,systems [8] dominion,voting [7] george,soros [7] malloch,brown [6] mark,malloch [5] voting,technology [5] fraudes,electorales [5] fraude,electoral [4] vá,votar [4] stillgray,bilderberg_gp Top Word Pairs in Tweet in G10:
[85] dominion,voting [81] voting,systems [77] voting,machine [77] part,smartmatic [76] 2010,part [76] smartmatic,chavez [76] needed,co [76] chavez,led [76] guess,sequoia [76] sequoia,acquired Top Replied-To in Entire Graph:
Top Replied-To in G1:
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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: