The graph represents a network of 5,518 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 3/16/2023 5:00:36 PM. The network was obtained from Twitter on Friday, 17 March 2023 at 07:03 UTC.
The tweets in the network were tweeted over the 1095-day, 19-hour, 30-minute period from Monday, 16 March 2020 at 04:30 UTC to Friday, 17 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 : 5518
Unique Edges : 2363
Edges With Duplicates : 10052
Total Edges : 12415
Number of Edge Types : 9
Retweet : 4458
MentionsInRetweet : 5729
Mentions : 217
Replies to : 469
MentionsInReplyTo : 734
Tweet : 652
Quote : 59
MentionsInQuote : 33
MentionsInQuoteReply : 64
Self-Loops : 825
Reciprocated Vertex Pair Ratio : 0.00769467528470299
Reciprocated Edge Ratio : 0.015271838729383
Connected Components : 650
Single-Vertex Connected Components : 171
Maximum Vertices in a Connected Component : 3457
Maximum Edges in a Connected Component : 8791
Maximum Geodesic Distance (Diameter) : 16
Average Geodesic Distance : 4.730069
Graph Density : 0.000215091867681317
Modularity : 0.505611
NodeXL Version : 1.0.1.510
Data Import : The graph represents a network of 5,518 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 3/16/2023 5:00:36 PM. The network was obtained from Twitter on Friday, 17 March 2023 at 07:03 UTC.
The tweets in the network were tweeted over the 1095-day, 19-hour, 30-minute period from Monday, 16 March 2020 at 04:30 UTC to Friday, 17 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-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:
[2699] covid,19 [1029] felt,during [1029] emotions,felt [1021] two,years [868] increased,risk [868] 'face',#jimin [849] giant,evidence [848] pharmaceutical,giant [848] suggesting,increased [848] evidence,suggesting Top Word Pairs in Tweet in G1:
[799] evidence,suggesting [799] giant,evidence [799] suggesting,increased [799] pharmaceutical,giant [786] increased,risk [781] project_veritas,breaking [781] pfizer,documents [781] reveal,pharmaceutical [781] confidential,pfizer [781] documents,reveal Top Word Pairs in Tweet in G2:
[891] felt,during [891] emotions,felt [891] two,years [746] honestly,expressed [746] 'face',#jimin [746] news,album [746] various,emotions [746] #jimin,honestly [746] album,'face' [746] expressed,various Top Word Pairs in Tweet in G3:
[223] covid,19 [110] cuarentena,covid [110] destaca,recuperación [110] normalidad,cuarentena [110] recuperación,normalidad [110] presidente,maduro [110] maduro,destaca [104] partidopsuv,presidente [85] pueblo,cumplió [63] inicio,cuarentena Top Word Pairs in Tweet in G4:
[266] covid,19 [64] 19,vaccines [53] taking,vaccine [53] without,taking [53] vaccine,click [53] boosters,exemption [53] card,boosters [53] qr,certificate [53] digital,qr [53] click,link Top Word Pairs in Tweet in G5:
[158] covid,19 [15] pandemia,covid [12] 19,pandemic [10] gobierno,desastre [10] seguridad,social [10] trabajadores,pandemia [10] amlo,desmanteló [10] social,negó [10] negó,apoyar [10] futuro,pobres Top Word Pairs in Tweet in G6:
[99] covid,19 [85] patented,covid [85] biometric,tests [85] rothschilds,patented [85] 2015,2017 [85] updated,years [85] 19,biometric [85] both,filed [85] proof,rothschilds [85] 2017,both Top Word Pairs in Tweet in G7:
[123] emotions,felt [123] felt,during [122] covid,19 [113] two,years [113] 19,pandemic [112] during,covid [112] jimin's,album [112] pandemic,more [112] album,face [103] more,two Top Word Pairs in Tweet in G8:
[136] emociones,sintió [136] álbum,solitario [136] diversas,emociones [132] expresó,honestamente [132] honestamente,diversas [129] #jimin,expresó [94] 'face',#jimin [91] solitario,'face' [88] info,álbum [83] nicolle971_,info Top Word Pairs in Tweet in G9:
[43] council,health [43] unsafe,human [43] human,use [43] #covidvaccines,unsafe [43] 2022,#courageousdiscourse [43] use,june [43] health,declared [43] june,11 [43] world,council [43] declared,#covidvaccines Top Word Pairs in Tweet in G10:
[232] อ,ลบ [116] ญก,บ [116] เผช,ญก [116] covid,19 [116] บอกเล,าการเผช [116] ม,face [116] jimin,แสดงความร [116] าการเผช,ญหน [116] บ,covid [116] นเวลา,ป Top Replied-To in Entire Graph:
Top Replied-To in G1:
Top Replied-To in G3:
Top Replied-To in G4:
Top Replied-To in G6:
Top Replied-To in G9:
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: