The graph represents a network of 10,430 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 Wednesday, 22 December 2021 at 21:13 UTC.
The tweets in the network were tweeted over the 16-hour, 33-minute period from Wednesday, 22 December 2021 at 04:11 UTC to Wednesday, 22 December 2021 at 20:44 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 : 10430
Unique Edges : 17071
Edges With Duplicates : 3946
Total Edges : 21017
Number of Edge Types : 5
Retweet : 13838
Tweet : 3619
Replies to : 942
Mentions : 1504
MentionsInRetweet : 1114
Self-Loops : 3726
Reciprocated Vertex Pair Ratio : 0.00232924142272584
Reciprocated Edge Ratio : 0.00464765732948122
Connected Components : 1337
Single-Vertex Connected Components : 1081
Maximum Vertices in a Connected Component : 8650
Maximum Edges in a Connected Component : 18924
Maximum Geodesic Distance (Diameter) : 12
Average Geodesic Distance : 4.29188
Graph Density : 0.000146376259061524
Modularity : 0.605981
NodeXL Version : 1.0.1.447
Data Import : The graph represents a network of 10,430 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 Wednesday, 22 December 2021 at 21:13 UTC.
The tweets in the network were tweeted over the 16-hour, 33-minute period from Wednesday, 22 December 2021 at 04:11 UTC to Wednesday, 22 December 2021 at 20:44 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 : Betweenness Centrality
Top Domains
Top Word Pairs in Tweet in Entire Graph:
[1559] #bidenisafailure,call [1549] call,trump [1076] #bidenisafailure,trending [862] working,class [718] president,biden [685] white,house [669] joe,biden [667] proud,americans [665] biden,turned [665] relief,working Top Word Pairs in Tweet in G1:
[588] white,house [574] message,white [574] house,#bidenisafailure [517] inflation,30 [516] #bidenisafailure,unify [516] unify,body [516] body,politic [516] politic,bipartisanship [516] bipartisanship,failed [516] failed,shutdown Top Word Pairs in Tweet in G2:
[665] president,biden [634] working,class [633] right,idiots [633] idiots,pushing [633] pushing,#bidenisafailure [633] #bidenisafailure,reality [633] reality,president [633] biden,turned [633] turned,around [633] around,economy Top Word Pairs in Tweet in G3:
[1380] #bidenisafailure,call [1380] call,trump [29] #bidenisafailure,republican [29] republican,fake [29] fake,news [29] news,buying [26] public,service [26] service,announcement [26] announcement,#bidenisafailure [26] #bidenisafailure,folks Top Word Pairs in Tweet in G4:
[47] #bidenisafailure,#bidenisafailure [40] #bidenisafailure,trending [23] joe,biden [19] #thebachelorette,#wintersolstice [19] #thematrix,#bidenisafailure [17] #bidenisafailure,#bidenflation [15] #bidenisafailure,#biden [14] #biden,#bidenisafailure [13] white,house [13] #bidenisafailure,#wednesdaymotivation Top Word Pairs in Tweet in G5:
[484] minimum,wage [480] #bidenisafailure,trending [472] student,debt [471] voting,rights [470] trending,here's [470] here's,medicare [470] medicare,climate [470] climate,action [470] action,minimum [470] wage,hike Top Word Pairs in Tweet in G6:
[157] #bidenisafailure,yup [10] come,china [8] #bidenisafailure,#letsgobrandon [7] #letsgobrandon,#bidenisafailure [6] joe,biden [5] #bidenisafailure,#biden [5] #bidenisafailure,actually [5] actually,trump [5] trump,everything [5] everything,try Top Word Pairs in Tweet in G7:
[17] sticking,word [17] word,wouldn [17] wouldn,give [17] give,damn [17] damn,politician [17] politician,actually [17] actually,promise [17] promise,reaching [17] reaching,stars [17] stars,really Top Word Pairs in Tweet in G8:
[57] #fjb,#bidenisadisgrace [57] #bidenisadisgrace,#bidenisafailure [57] #bidenisafailure,pretty [57] pretty,funny [40] pretty,much [40] much,sums [40] sums,#fjb [40] #fjb,#bidenisafailure [40] #bidenisafailure,#bidenisadisgrace [6] #bidenisafailure,unify Top Word Pairs in Tweet in G9:
[9] dangerousryles,devinnunesmulet [9] devinnunesmulet,sherrylynnww1 [9] silverstang59,redstatejimy [9] yearrooster,earthone_13 [9] earthone_13,crazyjo43424351 [9] crazyjo43424351,teamphil [9] teamphil,madmikeandrew [9] madmikeandrew,clemskelton [9] clemskelton,pamelaedwards [9] pamelaedwards,thecenterstripe Top Word Pairs in Tweet in G10:
[94] #bidenisafailure,along [94] along,rest [16] #bidenisafailure,ummm [16] ummm,ok [16] ok,#freshresists [14] #bidenisafailure,biden [12] white,house [11] #bidenisafailure,trending [11] biden,signed [6] more,dangerous 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 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 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: