The graph represents a network of 5,736 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 2/8/2023 5:00:34 PM. The network was obtained from Twitter on Thursday, 09 February 2023 at 08:04 UTC.
The tweets in the network were tweeted over the 1061-day, 5-hour, 42-minute period from Saturday, 14 March 2020 at 19:18 UTC to Thursday, 09 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 : 5736
Unique Edges : 2723
Edges With Duplicates : 10016
Total Edges : 12739
Number of Edge Types : 9
Retweet : 3971
MentionsInRetweet : 4687
Replies to : 678
MentionsInReplyTo : 1688
Tweet : 1159
Mentions : 411
Quote : 97
MentionsInQuote : 34
MentionsInQuoteReply : 14
Self-Loops : 1376
Reciprocated Vertex Pair Ratio : 0.0106847984458475
Reciprocated Edge Ratio : 0.0211436809226333
Connected Components : 997
Single-Vertex Connected Components : 373
Maximum Vertices in a Connected Component : 2659
Maximum Edges in a Connected Component : 7089
Maximum Geodesic Distance (Diameter) : 16
Average Geodesic Distance : 5.061697
Graph Density : 0.000189780143215155
Modularity : 0.502707
NodeXL Version : 1.0.1.510
Data Import : The graph represents a network of 5,736 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 2/8/2023 5:00:34 PM. The network was obtained from Twitter on Thursday, 09 February 2023 at 08:04 UTC.
The tweets in the network were tweeted over the 1061-day, 5-hour, 42-minute period from Saturday, 14 March 2020 at 19:18 UTC to Thursday, 09 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:
[4451] covid,19 [1047] 19,vaccine [485] healthbyjames,urgent [380] 19,vaccines [308] end,covid [274] bill,end [270] vaccine,mandate [253] 100,000 [233] united,states [232] stéphane,bancel Top Word Pairs in Tweet in G1:
[703] covid,19 [497] 19,vaccine [452] healthbyjames,urgent [199] dropped,broke [199] contact,experienced [199] close,contact [199] 15,personnel [199] urgent,vile [199] vaccine,sinovac [199] broke,15 Top Word Pairs in Tweet in G2:
[349] covid,19 [251] end,covid [250] bill,end [232] vaccine,mandate [210] 19,vaccine [204] united,states [201] passed,house [200] air,passed [200] mandate,visitors [200] visitors,united Top Word Pairs in Tweet in G3:
[368] covid,19 [26] 19,vaccine [15] 19,pandemic [15] contra,covid [14] 19,treatment [13] one,shot [13] treatment,shows [13] shot,covid [13] shows,promise [12] kemenkumham,jateng Top Word Pairs in Tweet in G4:
[166] covid,19 [64] 19,vaccines [60] birx,admitted [60] deborah,birx [60] 22,2022 [60] protect,against [60] knew,covid [60] dr,deborah [60] going,protect [60] admitted,july Top Word Pairs in Tweet in G5:
[177] covid,19 [162] repnancymace,calls [162] 19,repnancymace [162] twitter,censored [162] truthful,information [162] stanford,harvard [162] harvard,sharing [162] censored,doctors [162] sharing,truthful [162] information,covid Top Word Pairs in Tweet in G6:
[87] covid,19 [68] true,catastrophic [68] finding,immense [68] catastrophic,pfizer [68] immense,drop [68] utterly,inexcusable [68] drop,fertility [68] pfizer,utterly [68] inexcusable,finding [67] fertility,vaccin Top Word Pairs in Tweet in G7:
[200] covid,19 [94] public,health [92] misinformation,covid [92] 19,spread [92] spread,officials [92] workers,around [92] officials,public [92] health,workers [92] world,harmful [92] around,world Top Word Pairs in Tweet in G8:
[230] covid,19 [79] contra,covid [73] 19,#patriagrandeescaribe [56] compartimos,informe [56] #sistemapatria,#carnetdelapatria [56] #atención,#sistemapatria [56] informe,covid [56] #carnetdelapatria,compartimos [44] medidas,protección [42] protección,contra Top Word Pairs in Tweet in G9:
[331] covid,19 [202] taking,vaccine [202] without,taking [113] 19,vaccines [102] card,without [102] qr,certificate [102] digital,qr [102] certificate,paper [102] 19,digital [102] paper,card Top Word Pairs in Tweet in G10:
[102] pandemia,covid [97] conseguiu,acesso [97] acesso,às [97] atas,reuniões [97] combate,pandemia [97] às,atas [97] pública,conseguiu [96] reuniões,revelam [96] revelam,detalhes [96] detalhes,combate Top Replied-To in Entire Graph:
Top Replied-To in G1:
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Top Replied-To in G5:
Top Replied-To in G6:
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Top Replied-To in G9:
Top Mentioned in Entire Graph:
Top Mentioned in G1:
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Top Mentioned in G7:
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Top Mentioned in G9:
Top Mentioned in G10:
Top Tweeters in Entire Graph:
Top Tweeters in G1:
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Top Tweeters in G3:
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Top Tweeters in G5:
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Top Tweeters in G10: