The graph represents a network of 7,070 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 3/14/2023 5:00:36 PM. The network was obtained from Twitter on Wednesday, 15 March 2023 at 07:39 UTC.
The tweets in the network were tweeted over the 1071-day, 2-hour, 50-minute period from Tuesday, 07 April 2020 at 21:10 UTC to Wednesday, 15 March 2023 at 00:00 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 : 7070
Unique Edges : 4107
Edges With Duplicates : 10847
Total Edges : 14954
Number of Edge Types : 9
Replies to : 1339
MentionsInReplyTo : 2964
Retweet : 3797
MentionsInRetweet : 4846
Tweet : 1296
Mentions : 433
Quote : 143
MentionsInQuoteReply : 46
MentionsInQuote : 90
Self-Loops : 1587
Reciprocated Vertex Pair Ratio : 0.0257371960682876
Reciprocated Edge Ratio : 0.050182826881856
Connected Components : 1366
Single-Vertex Connected Components : 293
Maximum Vertices in a Connected Component : 2633
Maximum Edges in a Connected Component : 6690
Maximum Geodesic Distance (Diameter) : 23
Average Geodesic Distance : 8.062305
Graph Density : 0.00015869036330709
Modularity : 0.542972
NodeXL Version : 1.0.1.510
Data Import : The graph represents a network of 7,070 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 3/14/2023 5:00:36 PM. The network was obtained from Twitter on Wednesday, 15 March 2023 at 07:39 UTC.
The tweets in the network were tweeted over the 1071-day, 2-hour, 50-minute period from Tuesday, 07 April 2020 at 21:10 UTC to Wednesday, 15 March 2023 at 00:00 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:
[845] covid,19 [266] research,vax [266] yrs,research [258] long,covid [233] contra,covid [171] covid,vaccine [154] against,covid [139] common,cold [139] alyssa,milano [139] prize,stupid Top Word Pairs in Tweet in G1:
[84] robertkennedyjr,jimmy_dore [83] kanekoathegreat,robertkennedyjr [78] bill,gates [77] gates,made [77] talk,bill [77] lies,effectiveness [77] jimmy_dore,talk [77] spreading,lies [77] profit,spreading [77] made,profit Top Word Pairs in Tweet in G2:
[65] nuera,presidente [60] alvaro_delgado,10 [60] hijos,epn [60] aviones,marina [60] viajaron,aviones [60] epn,viajaron [60] 10,indignaste [60] alvaro,delgado [60] delgado,alvaro_delgado [60] marina,rumbo Top Word Pairs in Tweet in G3:
[90] covid,19 [10] 19,pandemic [9] long,covid [7] during,covid [6] 19,vaccine [5] covid,jabs [5] pandemia,covid [4] need,wordpress [4] #wordpress,#website [4] covid,vaccine Top Word Pairs in Tweet in G4:
[126] against,covid [125] mask,protect [125] wins,first [125] crochet,mask [125] alyssa,milano [125] prize,stupid [125] milano,wins [125] protect,against [125] wearing,crochet [125] first,prize Top Word Pairs in Tweet in G5:
[79] crise,covid [59] qu,après [59] révèlent,crise [59] files,révèlent [59] savait,ce [59] 80,ans [59] était,grave [59] lockdowm,files [59] ce,était [59] covid,savait Top Word Pairs in Tweet in G6:
[4] steveestrada11,bn7snortt [4] acrytearsmag,bivonacarol [4] miimaewest,acrytearsmag [4] joeybones07,steveestrada11 [4] bivonacarol,slinkescouse [4] slinkescouse,joeybones07 [3] waynegregory42,miimaewest [2] review,update [2] katgirlsc,hamradiojoe [2] kevinoler,caperloo5 Top Word Pairs in Tweet in G7:
[50] long,covid [14] covid,19 [10] covid,awareness [10] sars,cov [10] year,old [10] covid,patients [10] awareness,day [9] connell,describes [9] result,brain [9] ve,lost Top Word Pairs in Tweet in G8:
[77] never,forget [74] came,lab [74] covid,came [74] knew,covid [72] lab,funded [72] fauci,knew [72] funded,never [71] ronnyjacksontx,fauci [30] research,vax [30] yrs,research Top Word Pairs in Tweet in G9:
[25] covid,19 [23] long,covid [13] emerging,long [13] mentioning,covid [13] covid,cohort [13] main,tips [13] cohort,avoid [13] one,main [13] doctor,presenting [13] tips,emerging Top Word Pairs in Tweet in G10:
[39] covid,19 [36] anders,tegnell [36] sweden's,chief [36] chief,epidemiologist [36] tegnell,april [36] different,covid [36] april,2020 [36] explaining,sweden [36] epidemiologist,anders [36] following,different Top Replied-To in Entire Graph:
Top Replied-To in G1:
Top Replied-To in G2:
Top Replied-To in G4:
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Top Replied-To in G6:
Top Replied-To in G7:
Top Replied-To in G8:
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Top Replied-To in G10:
Top Mentioned in Entire Graph:
Top Mentioned in G1:
Top Mentioned in G2:
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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: