The graph represents a network of 5,580 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 2/7/2023 5:00:35 PM. The network was obtained from Twitter on Wednesday, 08 February 2023 at 08:04 UTC.
The tweets in the network were tweeted over the 1053-day, 17-hour, 26-minute period from Saturday, 21 March 2020 at 07:33 UTC to Wednesday, 08 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 : 5580
Unique Edges : 1864
Edges With Duplicates : 10053
Total Edges : 11917
Number of Edge Types : 9
Retweet : 4357
MentionsInRetweet : 4752
MentionsInReplyTo : 965
Replies to : 436
Quote : 86
Mentions : 354
Tweet : 932
MentionsInQuote : 20
MentionsInQuoteReply : 15
Self-Loops : 1118
Reciprocated Vertex Pair Ratio : 0.00969827586206897
Reciprocated Edge Ratio : 0.0192102454642476
Connected Components : 781
Single-Vertex Connected Components : 242
Maximum Vertices in a Connected Component : 2658
Maximum Edges in a Connected Component : 6410
Maximum Geodesic Distance (Diameter) : 18
Average Geodesic Distance : 4.783707
Graph Density : 0.000180592737358027
Modularity : 0.476292
NodeXL Version : 1.0.1.510
Data Import : The graph represents a network of 5,580 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 2/7/2023 5:00:35 PM. The network was obtained from Twitter on Wednesday, 08 February 2023 at 08:04 UTC.
The tweets in the network were tweeted over the 1053-day, 17-hour, 26-minute period from Saturday, 21 March 2020 at 07:33 UTC to Wednesday, 08 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:
[4070] covid,19 [1055] 19,vaccine [571] healthbyjames,urgent [527] contra,covid [495] 100,000 [469] stéphane,bancel [468] vaccine,doses [460] doses,2019 [455] 000,covid [449] produced,100 Top Word Pairs in Tweet in G1:
[927] covid,19 [588] 19,vaccine [510] healthbyjames,urgent [379] 100,000 [374] moderna,ceo [372] company,produced [372] 2019,before [372] produced,100 [372] bancel,admits [372] 000,covid Top Word Pairs in Tweet in G2:
[343] meta,analysis [341] standard,evidence [341] evidence,based [341] based,reviews [341] gold,standard [341] analysis,conducted [341] considered,gold [341] institute,considered [341] conducted,cochran [341] cochran,institute Top Word Pairs in Tweet in G3:
[425] covid,19 [374] contra,covid [370] seguir,siendo [370] conscientes,salir [370] 19,debemos [370] debemos,seguir [370] venezuela,luchado [370] luchado,contra [370] siendo,conscientes [368] mippcivzla,venezuela Top Word Pairs in Tweet in G4:
[189] covid,19 [62] 19,vaccination [61] 19,vaccine [59] type,diabetes [59] onset,type [56] vaccination,means [56] rare,c19 [56] c19,vaccination [56] vaccination,rare [56] diabetes,covid Top Word Pairs in Tweet in G5:
[211] covid,19 [18] 19,vaccine [18] 19,pandemic [11] contra,covid [8] state,union [8] vaksin,booster [7] #covid,19 [7] yada,yada [6] safety,tips [5] #,# Top Word Pairs in Tweet in G6:
[212] covid,19 [212] high,school [212] experience,interrupted [212] young,high [212] school,experience [212] dicaprio,girlfriend [212] girlfriend,young [212] leonardo,dicaprio [212] interrupted,covid [211] rohitakadambi,leonardo Top Word Pairs in Tweet in G7:
[90] term,implications [90] positing,immense [90] gentleman,positing [90] immense,term [74] latest,report [73] rwmalonemd,responds [73] responds,latest [73] implications,rwmalonemd [72] project_veritas,gentleman [60] covid,19 Top Word Pairs in Tweet in G8:
[82] proxy,war [82] wouldn,know [82] russia,winning [82] war,russia [82] know,ukraine [82] agenda,wouldn [82] censorship,agenda [82] succeeded,censorship [82] ukraine,proxy [81] kimdotcom,succeeded Top Word Pairs in Tweet in G9:
[108] covid,19 [69] uti,72 [69] estudo,definitivo [69] internações,uti [69] eficácia,vitamina [69] definitivo,comprova [69] comprova,eficácia [69] redução,internações [69] vitamina,contra [69] contra,covid Top Word Pairs in Tweet in G10:
[88] covid,19 [42] 19,vaccine [30] questions,covid [30] martin,kulldorff [30] 19,commission [30] jay,bhattacharya [29] marty,makary [29] bhattacharya,martin [29] kulldorff,marty [29] makary,ram Top Replied-To in Entire Graph:
Top Replied-To in G1:
Top Replied-To in G2:
Top Replied-To in G4:
Top Replied-To in G7:
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: