The graph represents a network of 5,710 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 2/10/2023 5:00:35 PM. The network was obtained from Twitter on Saturday, 11 February 2023 at 08:04 UTC.
The tweets in the network were tweeted over the 1051-day, 23-hour, 47-minute period from Thursday, 26 March 2020 at 01:12 UTC to Saturday, 11 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 : 5710
Unique Edges : 2142
Edges With Duplicates : 10293
Total Edges : 12435
Number of Edge Types : 9
Mentions : 440
Retweet : 4101
MentionsInRetweet : 4500
Tweet : 976
Replies to : 841
MentionsInReplyTo : 1450
Quote : 50
MentionsInQuoteReply : 20
MentionsInQuote : 57
Self-Loops : 1214
Reciprocated Vertex Pair Ratio : 0.0138722383969858
Reciprocated Edge Ratio : 0.0273648648648649
Connected Components : 918
Single-Vertex Connected Components : 290
Maximum Vertices in a Connected Component : 2657
Maximum Edges in a Connected Component : 6501
Maximum Geodesic Distance (Diameter) : 21
Average Geodesic Distance : 6.421796
Graph Density : 0.000181604060814046
Modularity : 0.487694
NodeXL Version : 1.0.1.510
Data Import : The graph represents a network of 5,710 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 2/10/2023 5:00:35 PM. The network was obtained from Twitter on Saturday, 11 February 2023 at 08:04 UTC.
The tweets in the network were tweeted over the 1051-day, 23-hour, 47-minute period from Thursday, 26 March 2020 at 01:12 UTC to Saturday, 11 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 : 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:
[4224] covid,19 [605] adds,covid [598] cdc,adds [521] 19,vaccine [442] 19,debemos [430] contra,covid [355] drsimonegold,breaking [354] government,agencies [353] agencies,requiring [353] schools,state Top Word Pairs in Tweet in G1:
[519] covid,19 [427] 19,debemos [259] contra,covid [231] conscientes,salir [231] debemos,seguir [231] luchado,contra [231] siendo,conscientes [231] seguir,siendo [231] venezuela,luchado [213] mippcivzla,venezuela Top Word Pairs in Tweet in G2:
[308] drsimonegold,breaking [305] government,agencies [305] senators,considering [305] considering,blocking [305] blocking,schools [305] breaking,georgia [305] state,local [305] agencies,requiring [305] local,government [305] schools,state Top Word Pairs in Tweet in G3:
[283] covid,19 [240] 19,shots [238] shots,list [238] vaccines,kids [238] cdc,adds [238] list,routine [238] adds,covid [238] routine,vaccines [238] adults,cnn [238] kids,adults Top Word Pairs in Tweet in G4:
[293] covid,19 [32] 19,vaccine [16] immunization,schedule [15] 19,pandemic [14] adds,covid [14] cdc,adds [14] contra,covid [13] 19,vaccines [11] penularan,covid [8] routine,immunization Top Word Pairs in Tweet in G5:
[279] covid,19 [255] cdc,adds [255] adds,covid [245] immunization,schedule [244] vaccine,routine [244] routine,immunization [244] 19,vaccine [244] schedule,children [244] children,adolescents [243] adolescents,video Top Word Pairs in Tweet in G6:
[381] covid,19 [157] certificate,paper [157] 19,vaccines [157] vaccines,covid [157] card,boosters [157] paper,card [157] boosters,exemption [157] 19,digital [157] qr,certificate [157] digital,qr Top Word Pairs in Tweet in G7:
[145] covid,19 [87] contra,covid [80] uti,72 [80] estudo,definitivo [80] internações,uti [80] eficácia,vitamina [80] definitivo,comprova [80] comprova,eficácia [80] redução,internações [80] vitamina,contra Top Word Pairs in Tweet in G8:
[99] covid,19 [44] intracerebral,bleed [44] thrombosis,intracerebral [44] man,developed [44] 33,year [44] 12,days [44] cerebral,sinus [44] old,man [44] year,old [44] sinus,venous Top Word Pairs in Tweet in G9:
[78] covid,19 [22] something,irregular [22] pfizer,director [22] women's,menstrual [22] undercover,video [22] claiming,something [22] happening,women's [22] irregular,happening [22] captured,pfizer [22] video,captured Top Word Pairs in Tweet in G10:
[49] kanekoathegreat,flashback [47] winner,developed [47] developed,ivermectin [47] ivermectin,discussing [47] flashback,youtube [47] prize,winner [47] ivermectin,treatment [47] censored,nobel [47] youtube,censored [47] nobel,prize Top Replied-To in Entire Graph:
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 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: