The graph represents a network of 5,573 Twitter users whose recent tweets contained "vaccine OR vaccination", 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 2/12/2023 5:00:35 PM. The network was obtained from Twitter on Monday, 13 February 2023 at 02:58 UTC.
The tweets in the network were tweeted over the 1335-day, 21-hour, 56-minute period from Tuesday, 18 June 2019 at 03:03 UTC to Monday, 13 February 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 : 5573
Unique Edges : 2058
Edges With Duplicates : 11563
Total Edges : 13621
Number of Edge Types : 9
Retweet : 4030
MentionsInRetweet : 4531
Replies to : 1349
MentionsInReplyTo : 2610
Mentions : 144
Tweet : 676
MentionsInQuoteReply : 96
Quote : 128
MentionsInQuote : 57
Self-Loops : 823
Reciprocated Vertex Pair Ratio : 0.01882876204596
Reciprocated Edge Ratio : 0.0369615832363213
Connected Components : 530
Single-Vertex Connected Components : 119
Maximum Vertices in a Connected Component : 3996
Maximum Edges in a Connected Component : 10315
Maximum Geodesic Distance (Diameter) : 16
Average Geodesic Distance : 5.153376
Graph Density : 0.000221300808211677
Modularity : 0.476007
NodeXL Version : 1.0.1.510
Data Import : The graph represents a network of 5,573 Twitter users whose recent tweets contained "vaccine OR vaccination", 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 2/12/2023 5:00:35 PM. The network was obtained from Twitter on Monday, 13 February 2023 at 02:58 UTC.
The tweets in the network were tweeted over the 1335-day, 21-hour, 56-minute period from Tuesday, 18 June 2019 at 03:03 UTC to Monday, 13 February 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 : vaccine OR vaccination
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:
[774] covid,19 [631] gain,function [619] strains,boost [619] distractions,pfizer [619] pfizer,admitting [619] covid,strains [619] function,covid [619] good,distractions [619] admitting,gain [619] boost,profits Top Word Pairs in Tweet in G1:
[543] function,covid [543] gain,function [543] sure,good [543] boost,profits [543] balloons,sure [543] good,distractions [543] admitting,gain [543] pfizer,admitting [543] strains,boost [543] covid,strains Top Word Pairs in Tweet in G2:
[377] covid,19 [189] 19,vaccines [188] exemption,letters [188] vaccine,click [188] paper,card [188] taking,vaccine [188] 19,digital [188] boosters,exemption [188] qr,certificate [188] without,taking Top Word Pairs in Tweet in G3:
[198] covid,19 [98] 19,vaccines [95] digital,qr [95] certificate,paper [95] vaccines,covid [95] card,boosters [95] 19,digital [95] paper,card [95] boosters,exemption [95] qr,certificate Top Word Pairs in Tweet in G4:
[159] aaron,siri [150] covid,vaccines [149] behind,hepatitis [149] hepatitis,vaccine [149] vaccine,newborns [149] siri,exposes [149] data,behind [149] safety,data [149] exposes,lack [149] shocking,aaron Top Word Pairs in Tweet in G5:
[203] vaccine,took [197] clapton,sleep [197] eric,clapton [197] shook,around [197] sleep,pain [197] took,immune [197] system,shook [197] immune,system [197] pain,vaccine [193] jamiesale,eric Top Word Pairs in Tweet in G6:
[109] alarming,cancer [109] signals,vaccine [109] rollout,coming [109] coming,'left [109] 'left,right' [109] vaccine,rollout [109] cancer,signals [109] call,gyn [109] right',call [108] gyn,shar Top Word Pairs in Tweet in G7:
[141] pain,vaccine [141] immune,system [140] system,shook [140] shook,around [140] vaccine,took [140] took,immune [140] eric,clapton [140] clapton,sleep [140] sleep,pain [136] atensnut,eric Top Word Pairs in Tweet in G8:
[78] children,vaccinated [78] brazil,lula [78] states,citizens [78] citizens,vaccinated [78] benefits,children [78] state,benefits [78] receive,state [78] lula,states [78] vaccinated,receive [77] vaccinated,sup Top Word Pairs in Tweet in G9:
[27] covid,vaccine [19] mccullough,speaks [19] denisrancourt,peter [19] care,vaccine [19] bizarre,mass [19] speaks,bizarre [19] psychology,vaccinated [19] vaccine,deaths [19] peter,mccullough [19] mass,psychology Top Word Pairs in Tweet in G10:
[75] vaccines,work [57] attorney,aaronsirisg [57] lead,attorney [37] thousands,paid [37] checks,believe [37] work,despite [37] paid,twitter [37] twitter,blue [37] believe,vaccines [37] blue,checks Top Replied-To in Entire Graph:
Top Replied-To in G2:
Top Replied-To in G3:
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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:
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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:
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Top Tweeters in G7:
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Top Tweeters in G9:
Top Tweeters in G10: