The graph represents a network of 6,106 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 3/9/2023 5:00:36 PM. The network was obtained from Twitter on Friday, 10 March 2023 at 08:04 UTC.
The tweets in the network were tweeted over the 1085-day, 17-hour, 56-minute period from Thursday, 19 March 2020 at 07:03 UTC to Friday, 10 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 : 6106
Unique Edges : 2536
Edges With Duplicates : 10009
Total Edges : 12545
Number of Edge Types : 9
Retweet : 4049
MentionsInRetweet : 4556
Tweet : 1205
Mentions : 428
MentionsInQuote : 33
MentionsInReplyTo : 1440
Quote : 84
Replies to : 675
MentionsInQuoteReply : 75
Self-Loops : 1534
Reciprocated Vertex Pair Ratio : 0.0123352483947279
Reciprocated Edge Ratio : 0.0243698881655817
Connected Components : 1192
Single-Vertex Connected Components : 390
Maximum Vertices in a Connected Component : 1704
Maximum Edges in a Connected Component : 4051
Maximum Geodesic Distance (Diameter) : 20
Average Geodesic Distance : 6.938611
Graph Density : 0.000160715162352896
Modularity : 0.510042
NodeXL Version : 1.0.1.510
Data Import : The graph represents a network of 6,106 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 3/9/2023 5:00:36 PM. The network was obtained from Twitter on Friday, 10 March 2023 at 08:04 UTC.
The tweets in the network were tweeted over the 1085-day, 17-hour, 56-minute period from Thursday, 19 March 2020 at 07:03 UTC to Friday, 10 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:
[4261] covid,19 [470] robert,redfield [320] cdc,director [315] dr,fauci [313] dr,robert [227] anthony,fauci [219] pandemia,covid [219] contra,covid [217] 19,pandemic [216] director,dr Top Word Pairs in Tweet in G1:
[369] covid,19 [26] 19,pandemic [20] during,covid [15] 19,vaccines [12] #bersamajuara,#rkgolkar [12] contra,covid [11] 19,vaccine [9] visits,suicidal [9] shows,more [9] more,pediatric Top Word Pairs in Tweet in G2:
[176] anthony,fauci [176] dr,anthony [173] dr,robert [165] cdc,director [161] tucker,carlson [161] robert,redfield [158] talks,cdc [158] saying,dr [158] fauci,deliberately [158] deliberately,covered Top Word Pairs in Tweet in G3:
[243] covid,19 [156] dr,fauci [153] responsible,covid [153] 19,covering [151] evidence,against [151] fauci,continues [151] mount,knew [151] knew,responsible [151] covering,origins [151] against,dr Top Word Pairs in Tweet in G4:
[248] covid,19 [151] 76,contagios [151] 19,últimos [151] oms,redujeron [151] #chávezsiemprechávez,oms [151] 28,días [151] cifras,elevadas [151] redujeron,76 [151] últimos,28 [151] contagios,covid Top Word Pairs in Tweet in G5:
[209] covid,19 [167] day,arguing [167] came,china [167] matter,slice [167] line,matter [167] 19,happened [167] spend,day [167] happened,bottom [167] slice,came [167] bottom,line Top Word Pairs in Tweet in G6:
[98] covid,19 [60] 19,ce [55] pierre,chaillot [55] ce,révèlent [54] révèlent,chiffres [50] livres,propulser [50] propulser,tête [50] tête,ventes [50] chaillot,decoder_l [50] ventes,pierre Top Word Pairs in Tweet in G7:
[153] covid,19 [148] pandemia,covid [148] 19,muestra [148] irrefutable,funcionamiento [148] sistema,salud [148] nuestro,sistema [148] muestra,irrefutable [148] salud,colombianos [148] funcionamiento,nuestro [147] alvarouribevel,pandemia Top Word Pairs in Tweet in G8:
[136] media,lies [133] covid,19 [132] biggest,media [129] years,covid [129] jan,'insurrection' [129] 'insurrection','safe [129] few,years [129] last,few [129] 19,jan [129] lies,last Top Word Pairs in Tweet in G9:
[115] covid,19 [90] congresso,considera [90] 'culpado',encobrir [90] fauci,'culpado' [90] 19,jornal [90] encobrir,teoria [90] vazamento,laboratório [90] laboratório,covid [90] teoria,vazamento [90] considera,fauci Top Word Pairs in Tweet in G10:
[72] former,cdc [69] dr,fauci [68] dr,robert [68] robert,redfield [67] denies,intentionally [67] loop,discussions [67] fauci,denies [67] cdc,dr [67] intentionally,keeping [67] keeping,former 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 G7:
Top Replied-To in G8:
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: