The graph represents a network of 18,245 Twitter users whose recent tweets contained "Biden virus", 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 Saturday, 11 September 2021 at 01:27 UTC.
The tweets in the network were tweeted over the 1-day, 2-hour, 55-minute period from Thursday, 09 September 2021 at 21:51 UTC to Saturday, 11 September 2021 at 00:46 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 : 18245
Unique Edges : 20833
Edges With Duplicates : 631
Total Edges : 21464
Number of Edge Types : 5
Retweet : 14866
MentionsInRetweet : 1782
Replies to : 1692
Tweet : 1658
Mentions : 1466
Self-Loops : 1711
Reciprocated Vertex Pair Ratio : 0.00240741689289556
Reciprocated Edge Ratio : 0.00480327031170158
Connected Components : 1732
Single-Vertex Connected Components : 1001
Maximum Vertices in a Connected Component : 14662
Maximum Edges in a Connected Component : 18069
Maximum Geodesic Distance (Diameter) : 23
Average Geodesic Distance : 5.634231
Graph Density : 5.87931723491955E-05
Modularity : 0.866061
NodeXL Version : 1.0.1.446
Data Import : The graph represents a network of 18,245 Twitter users whose recent tweets contained "Biden virus", 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 Saturday, 11 September 2021 at 01:27 UTC.
The tweets in the network were tweeted over the 1-day, 2-hour, 55-minute period from Thursday, 09 September 2021 at 21:51 UTC to Saturday, 11 September 2021 at 00:46 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 virus
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:
[3311] 100,workers [3195] mandate,employers [3125] joe,biden [2874] more,100 [2831] employers,more [2825] workers,require [2561] survival,rate [2531] virus,99 [2504] 99,survival [2459] people,called Top Word Pairs in Tweet in G1:
[2214] irony,people [2214] people,called [2214] called,trump [2214] trump,dictator [2214] dictator,supporting [2214] supporting,biden [2214] biden,telling [2214] telling,private [2214] private,business [2214] business,federal Top Word Pairs in Tweet in G2:
[1361] joe,biden [1349] mandate,employers [1349] employers,more [1349] more,100 [1349] 100,workers [1349] workers,require [1347] president,joe [1345] biden,mandate [1345] require,covid [1345] covid,vaccinations Top Word Pairs in Tweet in G3:
[716] shut,down [714] down,virus [654] virus,going [647] biden,shut [646] going,private [646] private,businesses [646] businesses,2022 [646] 2022,2024 [646] 2024,ad [250] joe,biden Top Word Pairs in Tweet in G4:
[739] president,biden [572] biden,leader [572] leader,needed [572] needed,start [572] start,pandemic [572] pandemic,potus [572] potus,knows [572] knows,seriousness [572] seriousness,virus [572] virus,combat Top Word Pairs in Tweet in G5:
[139] joe,biden [64] president,biden [62] war,unvaccinated [59] becomes,war [57] war,virus [54] virus,becomes [53] covid,19 [43] 100,workers [42] vaccine,mandates [40] more,100 Top Word Pairs in Tweet in G6:
[873] mandate,employers [873] 100,workers [873] workers,require [872] employers,more [872] more,100 [870] rules,mandate [870] require,vaccinated [870] vaccinated,test [870] test,virus [870] virus,weekly Top Word Pairs in Tweet in G7:
[618] joe,biden [615] fight,against [606] pres,joe [598] biden,urges [598] urges,unity [598] unity,fight [598] against,delta [598] delta,variant [598] variant,tools [598] tools,combat Top Word Pairs in Tweet in G8:
[592] biden,vaccine [592] vaccine,mandate [592] mandate,hardly [592] hardly,mandate [592] mandate,option [592] option,testing [592] testing,once [592] once,week [592] week,virus [592] virus,anybody Top Word Pairs in Tweet in G9:
[1167] bully,pulpit [778] used,bully [778] pulpit,push [394] biden,made [394] made,mistakes [389] president,power [389] power,bully [389] pulpit,trump [389] trump,used [389] push,wrong Top Word Pairs in Tweet in G10:
[461] mandate,employers [461] 100,workers [452] biden,mandate [452] vaccinations,weekly [452] weekly,virus [452] virus,tests [448] million,americans [445] many,100 [445] 100,million [439] employers,100 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: