The graph represents a network of 5,714 Twitter users whose recent tweets contained "COVID-19", or who were replied to, mentioned, retweeted or quoted in those tweets, taken from a data set limited to a maximum of 5,000 tweets, tweeted between 3/26/2006 12:00:00 AM and 3/6/2023 5:00:36 PM. The network was obtained from Twitter on Tuesday, 07 March 2023 at 08:05 UTC.
The tweets in the network were tweeted over the 1095-day, 4-hour, 55-minute period from Friday, 06 March 2020 at 20:05 UTC to Tuesday, 07 March 2023 at 01:00 UTC.
There is an edge for each "replies-to" relationship in a tweet, an edge for each "mentions" relationship in a tweet, an edge for each "retweet" relationship in a tweet, an edge for each "quote" relationship in a tweet, an edge for each "mention in retweet" relationship in a tweet, an edge for each "mention in reply-to" relationship in a tweet, an edge for each "mention in quote" relationship in a tweet, an edge for each "mention in quote reply-to" relationship in a tweet, and a self-loop edge for each tweet that is not from above.
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 : 5714
Unique Edges : 2324
Edges With Duplicates : 10268
Total Edges : 12592
Number of Edge Types : 9
Retweet : 4219
MentionsInRetweet : 5063
Tweet : 939
Replies to : 747
MentionsInReplyTo : 1121
Quote : 64
MentionsInQuote : 76
Mentions : 348
MentionsInQuoteReply : 15
Self-Loops : 1217
Reciprocated Vertex Pair Ratio : 0.00889474551144787
Reciprocated Edge Ratio : 0.0176326530612245
Connected Components : 871
Single-Vertex Connected Components : 260
Maximum Vertices in a Connected Component : 2510
Maximum Edges in a Connected Component : 6630
Maximum Geodesic Distance (Diameter) : 28
Average Geodesic Distance : 6.999968
Graph Density : 0.000187629721062458
Modularity : 0.49903
NodeXL Version : 1.0.1.510
Data Import : The graph represents a network of 5,714 Twitter users whose recent tweets contained "COVID-19", or who were replied to, mentioned, retweeted or quoted in those tweets, taken from a data set limited to a maximum of 5,000 tweets, tweeted between 3/26/2006 12:00:00 AM and 3/6/2023 5:00:36 PM. The network was obtained from Twitter on Tuesday, 07 March 2023 at 08:05 UTC.
The tweets in the network were tweeted over the 1095-day, 4-hour, 55-minute period from Friday, 06 March 2020 at 20:05 UTC to Tuesday, 07 March 2023 at 01:00 UTC.
There is an edge for each "replies-to" relationship in a tweet, an edge for each "mentions" relationship in a tweet, an edge for each "retweet" relationship in a tweet, an edge for each "quote" relationship in a tweet, an edge for each "mention in retweet" relationship in a tweet, an edge for each "mention in reply-to" relationship in a tweet, an edge for each "mention in quote" relationship in a tweet, an edge for each "mention in quote reply-to" relationship in a tweet, and a self-loop edge for each tweet that is not from above.
Layout Algorithm : The graph was laid out using the Harel-Koren Fast Multiscale layout algorithm.
Graph Source : TwitterSearch2
Graph Term : COVID-19
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:
[3693] covid,19 [333] robert,barnes [332] contract,between [331] attorney,robert [331] vigilantfox,attorney [331] pfizer,contract [331] barnes_law,time [331] recognize,lied [331] time,trump [331] lied,pfizer Top Word Pairs in Tweet in G1:
[331] contract,between [330] robert,barnes [330] trump,recognize [330] pfizer,contract [330] recognize,lied [330] attorney,robert [330] vigilantfox,attorney [330] barnes,barnes_law [330] lied,pfizer [330] barnes_law,time Top Word Pairs in Tweet in G2:
[310] covid,19 [238] 19,#somoslosdechávez [238] hospitalizados,covid [238] mejora,hospitalizados [238] terapia,anticoagulantes [238] anticoagulantes,mejora [191] vtvcanal8,terapia [65] contra,covid [63] 19,silicio [63] armas,contra Top Word Pairs in Tweet in G3:
[251] covid,19 [20] contra,covid [17] judicial,watch [14] 19,pandemic [9] treatment,covid [9] scientists,group [9] group,recommended [9] british,physicians [9] ivermectin,preventions [9] nih,director Top Word Pairs in Tweet in G4:
[145] stéphane,bancel [132] moderna_tx,stéphane [114] 100,000 [105] 000,doses [101] company,manufactured [101] confessed,company [100] manufactured,100 [91] forward,confessed [91] come,forward [91] ceo,moderna_tx Top Word Pairs in Tweet in G5:
[160] covid,19 [126] lab,leak [126] 19,lab [126] leak,theory [125] due,being [125] cnn,told [125] theory,due [125] trump,talking [125] told,staff [125] breaking,cnn Top Word Pairs in Tweet in G6:
[98] patbr0dy,breaking [82] covid,19 [81] give,emergency [81] emergency,use [81] use,authorization [81] breaking,fauci [81] authorization,covid [81] 19,vaccine [81] fauci,give [81] vaccine,health Top Word Pairs in Tweet in G7:
[143] covid,19 [70] sars,cov [38] emerging,evidence [38] evidence,suggests [34] finally,emerging [34] cdc,finally [27] virus,causes [27] causes,covid [26] cov,virus [25] 19,lasting Top Word Pairs in Tweet in G8:
[63] anthony,fauci [55] dr,anthony [52] fauci,funded [51] funded,gain [51] jim,jordan [51] function,research [51] gain,function [49] fauci's,emails [49] #3,jim [49] jordan,breaks Top Word Pairs in Tweet in G9:
[90] piece,news [90] news,probably [90] another,massive [90] ten,likes [90] disappear,twitterhole [90] likes,disappear [90] cow,huge [90] holy,cow [90] massive,holy [90] probably,ten Top Word Pairs in Tweet in G10:
[103] never,infected [103] 19,past [103] past,years [103] infected,covid [103] covid,19 [103] mfs,never [102] redlightning420,mfs Top Replied-To in Entire Graph:
Top Replied-To in G1:
Top Replied-To in G4:
Top Replied-To in G6:
Top Replied-To in G7:
Top Replied-To in G8:
Top Replied-To in G9:
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 G8:
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: