The graph represents a network of 14,799 Twitter users whose recent tweets contained "#trumpislosing", 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 Monday, 03 August 2020 at 15:07 UTC.
The tweets in the network were tweeted over the 18-hour, 44-minute period from Sunday, 02 August 2020 at 19:45 UTC to Monday, 03 August 2020 at 14:29 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 : 14799
Unique Edges : 20600
Edges With Duplicates : 2914
Total Edges : 23514
Number of Edge Types : 5
Retweet : 13600
Tweet : 1804
Replies to : 3750
Mentions : 2291
MentionsInRetweet : 2069
Self-Loops : 1880
Reciprocated Vertex Pair Ratio : 0.00253428741800835
Reciprocated Edge Ratio : 0.00505576208178439
Connected Components : 1123
Single-Vertex Connected Components : 835
Maximum Vertices in a Connected Component : 13180
Maximum Edges in a Connected Component : 21802
Maximum Geodesic Distance (Diameter) : 14
Average Geodesic Distance : 3.949327
Graph Density : 9.21251377459169E-05
Modularity : 0.679971
NodeXL Version : 1.0.1.439
Data Import : The graph represents a network of 14,799 Twitter users whose recent tweets contained "#trumpislosing", 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 Monday, 03 August 2020 at 15:07 UTC.
The tweets in the network were tweeted over the 18-hour, 44-minute period from Sunday, 02 August 2020 at 19:45 UTC to Monday, 03 August 2020 at 14:29 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 : #trumpislosing
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:
[3991] stealing,election [3990] don,complacent [3990] complacent,#trumpislosing [3990] #trumpislosing,remember [3990] remember,plans [3990] plans,stealing [3990] election,winning [1629] accused,raping [1628] epstein's,mansion [927] hope,cheating Top Word Pairs in Tweet in G1:
[3397] stealing,election [3396] don,complacent [3396] complacent,#trumpislosing [3396] #trumpislosing,remember [3396] remember,plans [3396] plans,stealing [3396] election,winning [9] #trumphasnoplan,#trumpislosing [8] white,house [7] reallyamerican1,trump Top Word Pairs in Tweet in G2:
[320] realdonaldtrump,#trumpislosing [220] #trumpislosing,#trumpislosing [152] #trumpislosing,#trumphasnoplan [148] #trumpislosing,#trumpisnotwell [146] white,house [145] covid,19 [138] gopchairwoman,realdonaldtrump [137] #trumpislosing,#trumpfailedamerica [123] donald,trump [123] stop,trump Top Word Pairs in Tweet in G3:
[53] #trumphasnoplan,#trumpislosing [51] #trumpislosing,#trumpisnotwell [37] #trumpislosing,#trumpfailedamerica [30] #trumpislosing,#trumpthreatensamerica [29] #trumpislosing,#trumphasnoplan [28] #trumpisnotwell,#trumpislosing [25] #trumpislosing,#trumpisacompletefailure [22] donald,trump [17] #trumpfailedamerica,#trumpislosing [17] #trumpislosing,#trumpvirus Top Word Pairs in Tweet in G4:
[109] people,#trumpislosing [97] realdonaldtrump,joenbc [97] joenbc,foxandfriends [97] foxandfriends,cnn [85] force,18 [85] 18,people [71] realdonaldtrump,realize [71] realize,photos [71] visit,florida [71] florida,three Top Word Pairs in Tweet in G5:
[722] hope,cheating [722] cheating,problem [722] problem,cheating [722] cheating,right [722] right,isn [722] isn,media [722] media,screaming [722] screaming,more [722] more,important [722] important,democracy Top Word Pairs in Tweet in G6:
[1236] accused,raping [1236] epstein's,mansion [618] trump's,labor [618] labor,secretary [618] secretary,alex [618] alex,acosta [618] acosta,reached [618] reached,secret [618] secret,agreement [618] agreement,epstein Top Word Pairs in Tweet in G7:
[450] #makeamericagreatagain,voting [450] voting,joe [450] joe,biden [450] biden,#trump2020landslide [450] #trump2020landslide,joke [450] joke,#trumpislosing [50] #trumpislosing,#trumpfailedamerica [49] hmmm,sounds [49] sounds,legit [49] legit,#trumpislosing Top Word Pairs in Tweet in G8:
[381] win,election [381] election,continue [381] continue,work [381] work,together [381] together,elect [381] elect,joebiden [381] joebiden,need [381] need,leadership [381] leadership,more [381] more,#trumpislosing Top Word Pairs in Tweet in G9:
[161] deripaska,putin [147] donald,trump [111] mr,president [107] walter,reed [104] firtash,putin [91] dr,birx [90] six,degrees [90] degrees,kevin [90] kevin,putin [90] putin,pelosi Top Word Pairs in Tweet in G10:
[312] #trumpislosing,losing [291] #coronavirus,cases [291] #covid19,deaths [291] deaths,158 [291] yes,#trumpislosing [289] 11,59 [289] 59,#coronavirus [289] cases,813 [289] 813,647 [289] 647,#covid19 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: