The graph represents a network of 16,268 Twitter users whose recent tweets contained "Biden", 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 09:59 UTC.
The tweets in the network were tweeted over the 2-hour, 16-minute period from Wednesday, 22 December 2021 at 06:44 UTC to Wednesday, 22 December 2021 at 09:01 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 : 16268
Unique Edges : 20166
Edges With Duplicates : 6411
Total Edges : 26577
Number of Edge Types : 5
Retweet : 13831
Tweet : 4267
Mentions : 3925
Replies to : 2214
MentionsInRetweet : 2340
Self-Loops : 4371
Reciprocated Vertex Pair Ratio : 0.00403310287031217
Reciprocated Edge Ratio : 0.00803380458031196
Connected Components : 2581
Single-Vertex Connected Components : 1294
Maximum Vertices in a Connected Component : 11082
Maximum Edges in a Connected Component : 20908
Maximum Geodesic Distance (Diameter) : 20
Average Geodesic Distance : 6.057296
Graph Density : 7.24365615716668E-05
Modularity : 0.678244
NodeXL Version : 1.0.1.447
Data Import : The graph represents a network of 16,268 Twitter users whose recent tweets contained "Biden", 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 09:59 UTC.
The tweets in the network were tweeted over the 2-hour, 16-minute period from Wednesday, 22 December 2021 at 06:44 UTC to Wednesday, 22 December 2021 at 09:01 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 : Biden
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:
[3819] joe,biden [1912] president,biden [1056] biden,administration [613] going,die [594] don,know [587] over,next [579] everyone,unvaccinated [577] know,idea [577] idea,everyone [577] unvaccinated,going Top Word Pairs in Tweet in G1:
[842] joe,biden [265] supposed,having [236] press,conference [226] president,biden [173] having,press [145] biden,supposed [136] biden,admin [134] conference,right [126] admin,focused [123] shut,down Top Word Pairs in Tweet in G2:
[532] president,biden [209] pres,biden [175] joe,biden [171] millions,americans [169] approval,ratings [167] biden,made [167] made,solution [167] solution,pandemic [167] pandemic,widely [167] widely,available Top Word Pairs in Tweet in G3:
[653] joe,biden [508] going,die [479] don,know [479] know,idea [479] idea,everyone [479] everyone,unvaccinated [479] unvaccinated,going [479] die,over [479] over,next [479] next,12 Top Word Pairs in Tweet in G4:
[261] joe,biden [84] covid,19 [74] biden,administration [69] president,biden [44] omicron,surge [41] 500,million [38] build,back [36] back,better [35] york,times [34] white,house Top Word Pairs in Tweet in G5:
[148] joe,biden [88] president,biden [65] working,class [62] right,idiots [62] idiots,pushing [62] pushing,#bidenisafailure [62] #bidenisafailure,reality [62] reality,president [62] biden,turned [62] turned,around Top Word Pairs in Tweet in G6:
[396] student,loan [341] loan,payment [340] payment,pause [321] extending,student [320] considering,extending [319] breaking,biden [319] biden,reportedly [319] reportedly,considering [319] pause,pressure [319] pressure,working Top Word Pairs in Tweet in G7:
[305] president,biden [218] fox,news [217] making,money [217] money,peddling [217] peddling,lies [216] lies,killing [193] thank,biden [186] breaking,president [186] biden,calls [186] calls,fox Top Word Pairs in Tweet in G8:
[348] biden,administration [341] democratic,party [340] administration,democratic [340] party,whole [340] whole,absolutely [340] absolutely,dogshit [340] dogshit,yes [340] yes,republicans [340] republicans,demons [340] demons,democrats Top Word Pairs in Tweet in G9:
[239] joe,biden [93] genocide,yemen [93] yemen,continues [93] continues,fully [93] fully,supported [93] supported,joe [74] joe,manchin [46] went,fox [46] send,message [46] message,joe Top Word Pairs in Tweet in G10:
[124] corporate,donations [124] biden's,agenda [118] president,biden's [116] pac,surged [116] surged,fought [116] fought,president [115] donations,sen_joemanchin [115] sen_joemanchin,leadership [115] leadership,pac [115] agenda,filings Top Replied-To in Entire Graph:
Top Replied-To in G1:
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Top Replied-To in G10:
Top Mentioned in Entire Graph:
Top Mentioned in G1:
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Top Tweeters in Entire Graph:
Top Tweeters in G1:
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Top Tweeters in G9:
Top Tweeters in G10: