The graph represents a network of 6,980 Twitter users whose recent tweets contained "COVID", 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 3/3/2023 5:00:35 PM. The network was obtained from Twitter on Saturday, 04 March 2023 at 08:24 UTC.
The tweets in the network were tweeted over the 1088-day, 9-hour, 6-minute period from Tuesday, 10 March 2020 at 15:54 UTC to Saturday, 04 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 : 6980
Unique Edges : 3368
Edges With Duplicates : 10757
Total Edges : 14125
Number of Edge Types : 9
Retweet : 3884
MentionsInRetweet : 4654
Replies to : 1173
MentionsInReplyTo : 2183
Tweet : 1451
Quote : 142
Mentions : 476
MentionsInQuoteReply : 91
MentionsInQuote : 71
Self-Loops : 1736
Reciprocated Vertex Pair Ratio : 0.0208723189866129
Reciprocated Edge Ratio : 0.0408911449520587
Connected Components : 1374
Single-Vertex Connected Components : 308
Maximum Vertices in a Connected Component : 2587
Maximum Edges in a Connected Component : 6289
Maximum Geodesic Distance (Diameter) : 33
Average Geodesic Distance : 11.179149
Graph Density : 0.000145586164962345
Modularity : 0.531959
NodeXL Version : 1.0.1.510
Data Import : The graph represents a network of 6,980 Twitter users whose recent tweets contained "COVID", 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 3/3/2023 5:00:35 PM. The network was obtained from Twitter on Saturday, 04 March 2023 at 08:24 UTC.
The tweets in the network were tweeted over the 1088-day, 9-hour, 6-minute period from Tuesday, 10 March 2020 at 15:54 UTC to Saturday, 04 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
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:
[1056] covid,19 [275] covid,vaccine [171] covid,origins [145] cpi,covid [142] long,covid [139] andrey,botikov [117] people,died [108] covid,times [108] origins,covid [107] sputnik,covid Top Word Pairs in Tweet in G1:
[84] covid,19 [13] primer,caso [13] caso,covid [9] covid,vaccine [8] long,covid [7] during,covid [6] contra,covid [6] covid,argentina [6] bill,gates [5] lab,leak Top Word Pairs in Tweet in G2:
[66] dr,peterson [66] peterson,pierre [66] immune,response [65] covid,jab [65] study,shows [65] term,dr [65] protein,responsible [65] shows,covid [65] bringing,babies [65] mounts,immune Top Word Pairs in Tweet in G3:
[56] laboratórios,armas [56] 26,laboratórios [56] ucrânia,eram [56] os,26 [35] covid,19 [33] tesouro,eua [33] eua,os [33] armas,biologicass [33] ex,subsecret [33] confissão,ex Top Word Pairs in Tweet in G4:
[82] covid,19 [64] vacuna,sputnik [64] crear,vacuna [64] sputnik,covid [62] científico,ruso [62] ayudó,crear [62] ruso,ayudó [62] 'muerto,estrangulado [62] 19,encontrado [62] encontrado,'muerto Top Word Pairs in Tweet in G5:
[39] russian,scientist [39] scientist,helped [39] vaccine,found [39] helped,create [39] strangled,death [39] covid,vaccine [39] create,covid [39] found,strangled [29] heart,attacks [29] attacks,strokes Top Word Pairs in Tweet in G6:
[52] president,biden [51] hearing,question [51] question,#covid [51] upon,hearing [51] origin,whether [51] away,upon [51] #covid,origin [51] going,speak [51] speak,turned [51] breaking,president Top Word Pairs in Tweet in G7:
[66] covid,origins [65] question,covid [65] xi,before [65] immediately,runs [65] check,president [65] hears,one [65] away,needs [65] biden,hears [65] needs,check [65] president,xi Top Word Pairs in Tweet in G8:
[98] safety,key [98] gas,mask [98] myself,dying [98] 1st,wear [98] covid,times [98] wear,leather [98] prevent,myself [98] times,tell [98] tell,prevent [98] dying,1st Top Word Pairs in Tweet in G9:
[31] covid,19 [13] simple,pfizer [13] pfizer,simple [10] reveal,majority [10] 2022,libertycounsel [10] cdc,data [10] safe,effective [10] news,staff [10] majority,covid [10] atest,cdc Top Word Pairs in Tweet in G10:
[23] eat,help [15] covid,19 [10] help,scheme [8] rishi,sunak's [7] covid,vaccine [6] covid,cases [6] kept,quiet [5] knew,eat [5] spread,covid [5] life,kept Top Replied-To in Entire Graph:
Top Replied-To in G2:
Top Replied-To in G3:
Top Replied-To in G4:
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: