The graph represents a network of 5,817 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 2/16/2023 5:00:35 PM. The network was obtained from Twitter on Friday, 17 February 2023 at 08:03 UTC.
The tweets in the network were tweeted over the 1079-day, 23-hour, 6-minute period from Wednesday, 04 March 2020 at 01:53 UTC to Friday, 17 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 : 5817
Unique Edges : 2058
Edges With Duplicates : 9703
Total Edges : 11761
Number of Edge Types : 9
Retweet : 4248
MentionsInRetweet : 4642
Replies to : 453
MentionsInReplyTo : 795
Tweet : 1020
Mentions : 431
Quote : 70
MentionsInQuoteReply : 66
MentionsInQuote : 36
Self-Loops : 1238
Reciprocated Vertex Pair Ratio : 0.0116834838024429
Reciprocated Edge Ratio : 0.0230971128608924
Connected Components : 980
Single-Vertex Connected Components : 346
Maximum Vertices in a Connected Component : 2475
Maximum Edges in a Connected Component : 5764
Maximum Geodesic Distance (Diameter) : 19
Average Geodesic Distance : 4.722418
Graph Density : 0.000168924550935585
Modularity : 0.492267
NodeXL Version : 1.0.1.510
Data Import : The graph represents a network of 5,817 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 2/16/2023 5:00:35 PM. The network was obtained from Twitter on Friday, 17 February 2023 at 08:03 UTC.
The tweets in the network were tweeted over the 1079-day, 23-hour, 6-minute period from Wednesday, 04 March 2020 at 01:53 UTC to Friday, 17 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:
[4263] covid,19 [1245] 19,vaccine [622] university,mandates [622] france,germany [622] mandates,covid [622] denmark,university [622] norway,sweden [622] germany,norway [622] britain,france [622] sweden,denmark Top Word Pairs in Tweet in G1:
[594] covid,19 [561] 19,vaccine [533] britain,france [533] denmark,university [533] norway,sweden [533] university,mandates [533] mandates,covid [533] sweden,denmark [533] germany,norway [533] france,germany Top Word Pairs in Tweet in G2:
[308] covid,19 [21] 19,vaccine [14] fort,detrick [13] protection,against [13] 19,infection [12] against,covid [11] study,finds [11] 10,months [11] united,states [11] against,reinfection Top Word Pairs in Tweet in G3:
[375] covid,19 [344] 19,vaccine [302] mrna,covid [299] alert,mrna [299] vaccine,safety [299] health,alert [297] people,possible [297] florida,department [297] many,people [297] share,many Top Word Pairs in Tweet in G4:
[314] covid,19 [249] potentially,harmful [249] barium,cobalt [249] cesium,barium [249] 19,injections [249] injections,cesium [249] extensive,lab [249] cobalt,iron [249] substances,covid [249] lab,analysis Top Word Pairs in Tweet in G5:
[279] covid,19 [187] florida,saw [187] saw,700 [187] 700,increase [184] safe,effective [184] event,reports [184] 19,vaccinations [184] flsurgeongen,florida [184] adverse,event [184] vaccinations,sound Top Word Pairs in Tweet in G6:
[175] covid,19 [126] 19,vaccine [113] mrna,covid [106] vaccine,safety [106] health,alert [106] alert,mrna [90] florida,issues [90] safety,let's [90] fl,state [90] let's,clear Top Word Pairs in Tweet in G7:
[148] covid,19 [138] raptalksk,covid [5] trayvon,martin [4] lives,matter [4] movement,gen [4] zennials,trayvon [4] matter,movement [4] martin,beginning [4] gen,covid [4] beginning,black Top Word Pairs in Tweet in G8:
[110] covid,19 [70] 19,vaccines [69] 700,increase [68] reports,release [68] agency,reports [68] reports,following [68] vaers,reports [68] florida,health [68] increase,vaers [68] following,700 Top Word Pairs in Tweet in G9:
[85] tratado,declarou [85] assinaram,tratado [85] 000,médicos [85] injeções,terapia [85] declarou,os [85] médicos,cientistas [85] 17,000 [85] os,dados [85] terapia,genética [85] confirmam,injeções Top Word Pairs in Tweet in G10:
[61] covid,19 [25] effective,rolling [25] months,old [25] 19,vaccines [25] rolling,covid [25] babies,months [25] doubling,down [25] vaccines,babies [25] ireland,doubling [25] safe,effective Top Replied-To in Entire Graph:
Top Replied-To in G1:
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:
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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: