The graph represents a network of 8,149 Twitter users whose tweets in the requested range contained "Coronavirus", or who were replied to or mentioned in those tweets. The network was obtained from the NodeXL Graph Server on Wednesday, 30 November 2022 at 09:45 UTC.
The requested start date was Wednesday, 30 November 2022 at 01:01 UTC and the maximum number of days (going backward) was 14.
The maximum number of tweets collected was 7,500.
The tweets in the network were tweeted over the 4-day, 1-hour, 24-minute period from Friday, 25 November 2022 at 11:00 UTC to Tuesday, 29 November 2022 at 12:25 UTC.
Additional tweets that were mentioned in this data set were also collected from prior time periods. These tweets may expand the complete time period of the data.
There is an edge for each "replies-to" relationship in a tweet, an edge for each "mentions" relationship in a tweet, and a self-loop edge for each tweet that is not a "replies-to" or "mentions".
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 : 8149
Unique Edges : 3547
Edges With Duplicates : 12162
Total Edges : 15709
Number of Edge Types : 5
Retweet : 5443
MentionsInRetweet : 6009
Replies to : 580
Mentions : 1535
Tweet : 2142
Self-Loops : 2280
Reciprocated Vertex Pair Ratio : 0.00519006873334269
Reciprocated Edge Ratio : 0.0103265420039073
Connected Components : 1835
Single-Vertex Connected Components : 817
Maximum Vertices in a Connected Component : 1137
Maximum Edges in a Connected Component : 2563
Maximum Geodesic Distance (Diameter) : 19
Average Geodesic Distance : 6.130088
Graph Density : 0.000107924852976108
Modularity : 0.494725
NodeXL Version : 1.0.1.508
Data Import : The graph represents a network of 8,149 Twitter users whose tweets in the requested range contained "Coronavirus", or who were replied to or mentioned in those tweets. The network was obtained from the NodeXL Graph Server on Wednesday, 30 November 2022 at 09:45 UTC.
The requested start date was Wednesday, 30 November 2022 at 01:01 UTC and the maximum number of days (going backward) was 14.
The maximum number of tweets collected was 7,500.
The tweets in the network were tweeted over the 4-day, 1-hour, 24-minute period from Friday, 25 November 2022 at 11:00 UTC to Tuesday, 29 November 2022 at 12:25 UTC.
Additional tweets that were mentioned in this data set were also collected from prior time periods. These tweets may expand the complete time period of the data.
There is an edge for each "replies-to" relationship in a tweet, an edge for each "mentions" relationship in a tweet, and a self-loop edge for each tweet that is not a "replies-to" or "mentions".
Layout Algorithm : The graph was laid out using the Harel-Koren Fast Multiscale layout algorithm.
Graph Source : GraphServerTwitterSearch
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:
[648] covid,19 [607] domicilio,lugar [607] centro,inmunización [607] lugar,trabajo [607] inmunización,cercano [607] acude,centro [607] cercano,domicilio [606] trabajo,ponte [605] #prevención,acude [593] ponte,vacuna Top Word Pairs in Tweet in G1:
[138] covid,19 [39] #coronavirus,#covid19 [26] casos,coronavirus [19] #covid19,#coronavirus [17] online,#math [17] #math,#tutoring [17] nuovi,casi [16] zero,covid [16] 11,2022 [16] coronavirus,pandemic Top Word Pairs in Tweet in G2:
[583] acude,centro [583] cercano,domicilio [583] #prevención,acude [583] centro,inmunización [583] lugar,trabajo [583] trabajo,ponte [583] domicilio,lugar [583] inmunización,cercano [570] ponte,vacuna [547] vtvcanal8,#prevención Top Word Pairs in Tweet in G3:
[161] sars,cov [159] quelle,agréable [159] entendant,france [159] france,culture [159] affirmer,génome [159] génome,sars [159] biologiste,affirmer [159] culture,biologiste [159] surprise,entendant [159] agréable,surprise Top Word Pairs in Tweet in G4:
[220] special,report [220] private,eye [220] eye,special [218] once,again [218] chance,read [218] michelle,mone [218] another,chance [218] ppe,medpro [218] medpro,hit [218] again,another Top Word Pairs in Tweet in G5:
[59] 中国の反,ゼロコロナ [59] デモに連帯,東京など海外12都市でも集会 [59] ゼロコロナ,デモに連帯 [57] reutersjapan,中国の反 [52] 中国コロナデモ,白い紙が抵抗の象徴に [52] 白い紙が抵抗の象徴に,名門大学など異例の広がり [48] reutersjapan,中国コロナデモ [47] 英政府,bbc記者への対応巡り中国大使を呼び出し [47] bbc記者への対応巡り中国大使を呼び出し,現地紙 [46] reutersjapan,英政府 Top Word Pairs in Tweet in G6:
[131] salud,ninguneo [131] impresentable,hizo [131] hizo,negocios [131] ninguneo,coronavirus [131] negocios,salud [131] apoyó,encerrar [131] encerrar,obedeció [131] coronavirus,apoyó [131] homenajearon,impresentable [130] luisgasulla,homenajearon Top Word Pairs in Tweet in G7:
[97] faire,vacciner [97] cadeaux,aux [97] villes,offrir [97] vacciner,contre [97] offrir,cadeaux [97] aux,jeunes [97] encourageait,villes [97] jeunes,inciter [97] rappel,gouvernement [97] gouvernement,encourageait Top Word Pairs in Tweet in G8:
[147] partir,23 [147] 2022,twitter [147] twitter,não [147] mais,aplicando [147] 23,novembro [147] aplicando,política [147] informações,enganosas [147] novembro,2022 [147] política,informações [147] não,mais Top Word Pairs in Tweet in G9:
[11] grand,princess [10] cruise,ship [9] expectancy,australia [9] japan,country [9] australia,third [9] monaco,japan [9] life,expectancy [9] highest,world [9] behind,monaco [9] world,behind Top Word Pairs in Tweet in G10:
[86] 詳細は下記urlより,#新型コロナウイルス [84] #新型コロナウイルス,#covid19 [80] 北海道11月の死者,今日までで465人 [79] mama_melaleuca,北海道11月の死者 [14] 2人死亡,詳細は下記urlより [9] 近距離公共交通機関におけるマスク着用義務,ハンブルク市において [9] 9人死亡,埼玉県 [9] ハンブルク市において,近距離公共交通機関内では [9] マスク着用義務が適用されています,6歳以上の乗客全員にたいして [9] 近距離公共交通機関内では,マスク着用義務が適用されています Top Replied-To in Entire Graph:
Top Replied-To in G3:
Top Replied-To in G5:
Top Replied-To in G7:
Top Replied-To in G9:
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: