The graph represents a network of 6,024 Twitter users whose recent tweets contained "Coronavirus", 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 12/29/2022 5:00:32 PM. The network was obtained from Twitter on Friday, 30 December 2022 at 09:52 UTC.
The tweets in the network were tweeted over the 1080-day, 13-hour, 42-minute period from Tuesday, 14 January 2020 at 11:18 UTC to Friday, 30 December 2022 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 : 6024
Unique Edges : 2713
Edges With Duplicates : 10026
Total Edges : 12739
Number of Edge Types : 9
Retweet : 3729
MentionsInRetweet : 4219
Replies to : 882
MentionsInReplyTo : 2084
Tweet : 1279
Mentions : 352
Quote : 84
MentionsInQuoteReply : 34
MentionsInQuote : 76
Self-Loops : 1673
Reciprocated Vertex Pair Ratio : 0.0209318028359217
Reciprocated Edge Ratio : 0.041005291005291
Connected Components : 1165
Single-Vertex Connected Components : 460
Maximum Vertices in a Connected Component : 1058
Maximum Edges in a Connected Component : 2293
Maximum Geodesic Distance (Diameter) : 31
Average Geodesic Distance : 8.269994
Graph Density : 0.000166691692469703
Modularity : 0.502905
NodeXL Version : 1.0.1.508
Data Import : The graph represents a network of 6,024 Twitter users whose recent tweets contained "Coronavirus", 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 12/29/2022 5:00:32 PM. The network was obtained from Twitter on Friday, 30 December 2022 at 09:52 UTC.
The tweets in the network were tweeted over the 1080-day, 13-hour, 42-minute period from Tuesday, 14 January 2020 at 11:18 UTC to Friday, 30 December 2022 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 : Coronavirus
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:
[334] covid,19 [281] heart,function [280] whole,week [280] guessing,heart [280] declining,over [280] probably,declining [280] week,time [280] over,whole [280] function,probably [279] lauramiers,guessing Top Word Pairs in Tweet in G1:
[102] covid,19 [38] #coronavirus,#covid19 [18] #covid19,#covid_19 [14] news,perfect [14] travellers,china [14] perfect,enemy [13] 12,29 [13] coronavirus,covid [12] coronavirus,china [11] változott,#coronavirus Top Word Pairs in Tweet in G2:
[275] heart,function [274] week,time [274] over,whole [274] probably,declining [274] function,probably [274] guessing,heart [274] declining,over [274] whole,week [273] lauramiers,guessing [15] covid,embrace Top Word Pairs in Tweet in G3:
[170] dévoile,rapport [170] rapport,major [170] membre,darpa [170] murphy,ancien [170] ecohealth,alliance [170] darpa,ecohealth [170] joseph,murphy [170] project,veritas [170] ancien,membre [170] veritas,dévoile Top Word Pairs in Tweet in G4:
[32] clarified',study [32] finds,worse [32] antibodies,mrna [32] worse,antibodies [32] mrna,boosters [32] study,finds [32] better,clarified' [32] moderna,better [31] tomfitton,'pfizer [31] 'pfizer,moderna Top Word Pairs in Tweet in G5:
[144] estadísticas,generales [144] estas,estadísticas [127] total,contagios [120] generales,total [114] coronavirus,venezuela [101] venezuela,estas [98] días,coronavirus [93] cercano,domicilio [93] acude,centro [93] trabajo,ponte Top Word Pairs in Tweet in G6:
[131] shut,fuck [131] tell,wrong [131] fuck,news [131] wrong,shut [131] news,organization [130] adamcarolla,tell [2] equissentially,rfsquared [2] mrna,experiments [2] never,virus [2] lost,faith Top Word Pairs in Tweet in G7:
[3] giddy_bunny,synyster63 [3] rushvilerocket,flattielover [3] missy8008135,rushvilerocket [3] slim90866101,missy8008135 [3] synyster63,slim90866101 [3] digimalice,pbunny000 [2] jkelleyk,jtmayes3 [2] neneynimus,lcs_big_mike [2] sasquatch4eva,rickeyh64219156 [2] rapidgator99,houseofgab Top Word Pairs in Tweet in G8:
[73] ただ悪化,日本のコロナウイルス死亡数がパンデミック開始以来最悪に [72] angama_market,ただ悪化 [28] インド,中国 [28] 中国,日本など4カ国からの入国者にコロナ検査義務付け [26] インドから見れば一緒と言う事で,インド [25] uwemon,インドから見れば一緒と言う事で [17] 12月28日のコロナ死者数過去最多415人,厚労省まとめ [17] 25,12月28日のコロナ死者数過去最多415人 [17] 救急搬送困難,過去最多6800件 [17] 厚労省まとめ,日本の直近1週間の人口あたりコロナ感染死者数世界最多 Top Word Pairs in Tweet in G9:
[56] covid,19死者数 [56] 19死者数,2日連続で最多更新したのか [55] sukunabikona7,covid [32] 1週間前の試算からほぼ倍増,英調査会社が試算 [32] 英調査会社が試算,mrnaワクチン打ってない [32] 中国の新型コロナ死者1日当たり約9000人,1週間前の試算からほぼ倍増 [32] mrnaワクチン打ってない,シノバックはある程度打ってるけど [31] シノバックはある程度打ってるけど,集団におけるオミクロン株の威力がよ [31] earl_covid19_tw,中国の新型コロナ死者1日当たり約9000人 [10] tigresseleanor,japan Top Word Pairs in Tweet in G10:
[65] 中国の新型コロナ死者1日当たり約9000人,英調査会社が試算 [62] reutersjapan,中国の新型コロナ死者1日当たり約9000人 [20] ミラノで大感染が広まったよね,日本も早く [20] 中国,日本など4カ国からの入国者にコロナ検査義務付け [20] 三年前も中国,ミラノで大感染が広まったよね [20] インド,中国 [19] takeuchikumiffy,三年前も中国 [16] reutersjapan,インド [7] 海外からの旅行者のpcr検査廃止,1月8日から [7] 中国,海外からの旅行者のpcr検査廃止 Top Replied-To in Entire Graph:
Top Replied-To in G2:
Top Replied-To in G3:
Top Replied-To in G4:
Top Replied-To in G6:
Top Replied-To in G7:
Top Replied-To in G8:
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: