The graph represents a network of 7,113 Twitter users whose recent tweets contained "#BidenIsAFailure", 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 Thursday, 02 June 2022 at 16:02 UTC.
The tweets in the network were tweeted over the 8-day, 7-hour, 2-minute period from Wednesday, 25 May 2022 at 08:46 UTC to Thursday, 02 June 2022 at 15:48 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 : 7113
Unique Edges : 11149
Edges With Duplicates : 2754
Total Edges : 13903
Number of Edge Types : 5
Retweet : 8705
Tweet : 3002
MentionsInRetweet : 830
Replies to : 581
Mentions : 785
Self-Loops : 3112
Reciprocated Vertex Pair Ratio : 0.00128433115984983
Reciprocated Edge Ratio : 0.00256536753823384
Connected Components : 1314
Single-Vertex Connected Components : 1057
Maximum Vertices in a Connected Component : 5245
Maximum Edges in a Connected Component : 11641
Maximum Geodesic Distance (Diameter) : 16
Average Geodesic Distance : 4.785131
Graph Density : 0.000200345317442658
Modularity : 0.583664
NodeXL Version : 1.0.1.449
Data Import : The graph represents a network of 7,113 Twitter users whose recent tweets contained "#BidenIsAFailure", 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 Thursday, 02 June 2022 at 16:02 UTC.
The tweets in the network were tweeted over the 8-day, 7-hour, 2-minute period from Wednesday, 25 May 2022 at 08:46 UTC to Thursday, 02 June 2022 at 15:48 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 : #BidenIsAFailure
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:
[857] joe,biden [724] #bidenisafailure,trending [659] 81,million [572] trending,well [566] more,jobs [564] well,ask [564] ask,point [523] good,morning [505] fuck,joe [498] morning,happy Top Word Pairs in Tweet in G1:
[508] 81,million [292] gas,prices [254] million,votes [248] white,house [248] joe,biden [239] baby,formula [231] #bidenisafailure,#2000mules [228] votes,instead [228] instead,81 [228] million,voters Top Word Pairs in Tweet in G2:
[54] #bidenisafailure,#bidenworstpresidentever [53] #bidenworstpresidentever,#bidenisafailure [46] joe,biden [34] #bidenflation,#bidenisafailure [32] gas,prices [30] #biden,#bidenisafailure [29] #bidengashike,#bidenisafailure [29] #bidenisafailure,trending [22] #bidenisafailure,#bidenflation [19] #bidenflation,#bidengashike Top Word Pairs in Tweet in G3:
[551] more,jobs [426] record,breaking [338] covid,vaccines [338] white,supremacy [338] supremacy,made [338] created,more [338] passed,infrastructure [338] made,respectable [338] respectable,again [329] #bidenisafailure,gave Top Word Pairs in Tweet in G4:
[370] #bidenisafailure,trending [366] trending,well [366] well,ask [366] ask,point [90] gas,prices [70] morning,america [70] america,long [70] long,national [70] national,nightmare [70] nightmare,halfway Top Word Pairs in Tweet in G5:
[334] joe,biden [328] good,morning [327] morning,happy [327] happy,fuck [327] fuck,joe [327] biden,thursday [327] thursday,#bidenisafailure [48] #bidenisafailure,trending [48] trending,well [48] well,ask Top Word Pairs in Tweet in G6:
[189] america,withstand [189] withstand,another [189] another,461 [189] 461,days [189] days,#trumpwon2020 [189] #trumpwon2020,#bidenisafailure [48] joe,biden [30] 81,million [28] #bidenisafailure,trending [26] think,rep Top Word Pairs in Tweet in G7:
[298] bonnes,nouvelles [298] nouvelles,provenance [298] provenance,genève [298] genève,date [298] date,30 [298] 30,mai [298] mai,2022 [298] 2022,comme [298] comme,savez [298] savez,l'assemblée Top Word Pairs in Tweet in G8:
[54] biden,trudeau [44] #bidenisafailure,#trudeauthetyrant [39] president,trump [38] #trudeaudictatorship,#trudeaucorruption [38] #trudeaucorruption,#bidenisafailure [37] something,very [37] very,wrong [37] wrong,#trudeaudictatorship [36] boom,watch [36] watch,president Top Word Pairs in Tweet in G9:
[63] cut,back [38] free,education [29] joe,biden [24] third,world [22] biden,turned [22] turned,third [22] world,#bidenisafailure [21] struggle,make [21] make,ends [21] ends,meet Top Word Pairs in Tweet in G10:
[8] #bidenworstpresidentever,#bidenisafailure [7] common,sense [7] sense,really [7] really,miss [7] miss,seeing [7] seeing,around [7] around,#liberalmeltdown [7] #liberalmeltdown,#liberalismisamentaldisorder [7] #liberalismisamentaldisorder,#liberalhypocrisy [7] #liberalhypocrisy,#biden 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: