The graph represents a network of 5,704 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 1/11/2023 5:00:34 PM. The network was obtained from Twitter on Thursday, 12 January 2023 at 11:14 UTC.
The tweets in the network were tweeted over the 1071-day, 15-hour, 3-minute period from Wednesday, 05 February 2020 at 09:56 UTC to Thursday, 12 January 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 : 5704
Unique Edges : 2097
Edges With Duplicates : 9954
Total Edges : 12051
Number of Edge Types : 9
Tweet : 1076
Replies to : 814
MentionsInReplyTo : 1597
Retweet : 3835
MentionsInRetweet : 4205
Mentions : 338
Quote : 72
MentionsInQuoteReply : 92
MentionsInQuote : 22
Self-Loops : 1378
Reciprocated Vertex Pair Ratio : 0.0190493468795356
Reciprocated Edge Ratio : 0.0373865052519138
Connected Components : 951
Single-Vertex Connected Components : 376
Maximum Vertices in a Connected Component : 1021
Maximum Edges in a Connected Component : 2191
Maximum Geodesic Distance (Diameter) : 16
Average Geodesic Distance : 4.046166
Graph Density : 0.000172671847375425
Modularity : 0.485586
NodeXL Version : 1.0.1.508
Data Import : The graph represents a network of 5,704 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 1/11/2023 5:00:34 PM. The network was obtained from Twitter on Thursday, 12 January 2023 at 11:14 UTC.
The tweets in the network were tweeted over the 1071-day, 15-hour, 3-minute period from Wednesday, 05 February 2020 at 09:56 UTC to Thursday, 12 January 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 : 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:
[927] private,schools [925] went,private [925] 157m,went [925] loans,157m [924] schools,state [924] schools,nothing [924] state,schools [924] coronavirus,loans [633] horrific,more [633] nothing,horrific Top Word Pairs in Tweet in G1:
[623] schools,state [623] went,private [623] loans,157m [623] 157m,went [623] private,schools [623] state,schools [623] schools,nothing [623] coronavirus,loans [622] horrific,more [622] more,evidence Top Word Pairs in Tweet in G2:
[495] 34現在,救急をはじめ [495] 今日の死者数が初めて500人を超えて,520人に達しています [495] 報道があまり伝えない状況が続いています,特に救急の悲鳴は [495] 520人に達しています,18 [495] 特に救急の悲鳴は,第7波でもここまでのはなかった気が [495] 医療からは悲痛な叫びを多く見ますが,報道があまり伝えない状況が続いています [495] 18,34現在 [495] 救急をはじめ,医療からは悲痛な叫びを多く見ますが [494] triangle24,今日の死者数が初めて500人を超えて [5] アメリカで広がっているxbb,5は感染力が強く Top Word Pairs in Tweet in G3:
[78] covid,19 [30] #coronavirus,#covid19 [17] #covid19,#covid_19 [12] until,around [12] total,cases [11] 19,vaccine [11] változott,#coronavirus [11] variant,xbb [11] száma,világon [11] total,deaths Top Word Pairs in Tweet in G4:
[278] loans,157m [278] coronavirus,loans [278] state,schools [278] schools,state [278] 157m,went [278] went,private [278] private,schools [278] schools,nothing [267] nothing,opendemocracy [266] jimfitznews,coronavirus Top Word Pairs in Tweet in G5:
[178] covid,19 [118] cleveland,clinic [61] booster,shot [60] mrna,vaccines [59] increase,risk [59] vaccine,medrxiv [59] 19,each [59] disease,2019 [59] 51,000 [59] 000,cleveland Top Word Pairs in Tweet in G6:
[138] cause,heart [138] heart,complications [138] cardiologists,increasingly [138] coronavirus,infections [138] complications,lead [138] concerned,coronavirus [138] increasingly,concerned [138] lead,sudden [138] infections,cause [137] sudden,card Top Word Pairs in Tweet in G7:
[116] tuvo,noticia [116] causada,nuevo [116] oms,tuvo [116] covid,19 [116] conocido,sars [116] sars,cov [116] cov,oms [116] coronavirus,conocido [116] 19,enfermedad [116] nuevo,coronavirus Top Word Pairs in Tweet in G8:
[75] covid,death [75] coding,death [75] death,small [75] detectable,amount [75] hospitals,coding [75] small,detectable [75] remember,hospitals [75] death,covid [74] tex2_a,remember [74] amount,coronav Top Word Pairs in Tweet in G9:
[59] inconvenient,little [59] scientists,worked [59] vaccines,decades [59] little,fact [59] hundreds,scientists [59] anti,vaxxers [59] worked,mrna [59] mrna,vaccines [59] fact,anti [59] vaxxers,hundreds Top Word Pairs in Tweet in G10:
[63] 米,コロナの [62] コロナの,公衆衛生上の緊急事態 [62] 公衆衛生上の緊急事態,宣言を延長 [58] reutersjapan,米 [53] １,５ [53] ｘｂｂ,１ [53] オミクロン派生,ｘｂｂ [53] 感染拡大を主導か,ｗｈｏ [53] ５,感染拡大を主導か [50] reutersjapan,オミクロン派生 Top Replied-To in Entire Graph:
Top Replied-To in G2:
Top Replied-To in G5:
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: