The graph represents a network of 6,090 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 3/12/2023 5:00:36 PM. The network was obtained from Twitter on Monday, 13 March 2023 at 08:05 UTC.
The tweets in the network were tweeted over the 1097-day, 8-hour, 6-minute period from Tuesday, 10 March 2020 at 15:54 UTC to Monday, 13 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 : 6090
Unique Edges : 2948
Edges With Duplicates : 10287
Total Edges : 13235
Number of Edge Types : 9
Retweet : 3911
MentionsInRetweet : 4642
Mentions : 388
Replies to : 947
MentionsInReplyTo : 1913
Tweet : 1294
Quote : 94
MentionsInQuoteReply : 11
MentionsInQuote : 35
Self-Loops : 1628
Reciprocated Vertex Pair Ratio : 0.0142360012654223
Reciprocated Edge Ratio : 0.0280723643169058
Connected Components : 1085
Single-Vertex Connected Components : 337
Maximum Vertices in a Connected Component : 2530
Maximum Edges in a Connected Component : 6541
Maximum Geodesic Distance (Diameter) : 27
Average Geodesic Distance : 8.805341
Graph Density : 0.000172914035673902
Modularity : 0.510679
NodeXL Version : 1.0.1.510
Data Import : The graph represents a network of 6,090 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 3/12/2023 5:00:36 PM. The network was obtained from Twitter on Monday, 13 March 2023 at 08:05 UTC.
The tweets in the network were tweeted over the 1097-day, 8-hour, 6-minute period from Tuesday, 10 March 2020 at 15:54 UTC to Monday, 13 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:
[4065] covid,19 [272] 19,pandemic [268] 19,vaccines [202] vaccines,covid [200] digital,qr [200] qr,certificate [200] 19,digital [200] paper,card [200] certificate,paper [197] without,taking Top Word Pairs in Tweet in G1:
[529] covid,19 [206] 19,vaccines [197] 19,digital [197] paper,card [197] certificate,paper [197] digital,qr [197] vaccines,covid [197] qr,certificate [195] without,taking [193] click,link Top Word Pairs in Tweet in G2:
[303] covid,19 [22] contra,covid [15] 19,vaccine [13] glenn,close [12] positive,covid [10] 19,pandemic [10] vacinal,contra [10] importância,completar [10] testing,positive [10] ciclo,vacinal Top Word Pairs in Tweet in G3:
[245] covid,19 [155] preaching,choir [155] choir,couple [155] well,aware [155] pandemic,global [155] workforce,well [155] 19,pandemic [155] aware,preaching [155] global,workforce [155] ongoing,covid Top Word Pairs in Tweet in G4:
[82] hijo,presidente [58] covid,19 [43] lópez,beltrán [43] josé,ramón [43] ramón,lópez [39] recibió,trato [37] presidente,recibió [36] privilegios,poder [36] poder,hijo [33] presidente,lópez Top Word Pairs in Tweet in G5:
[116] 見てー,静岡市立静岡病院のhpが更新されてる [116] 一般の患者さん及び職員などが常時マスクを着用して,新型コロナウイルス感染症の発生を抑える効果は認められていません [116] 静岡市立静岡病院のhpが更新されてる,すごく踏み込んだ内容 [116] すごく踏み込んだ内容,一般の患者さん及び職員などが常時マスクを着用して [116] だって,さすが岩井先生 [116] 新型コロナウイルス感染症の発生を抑える効果は認められていません,だって [115] wotakumame,見てー [41] すでにcovid,19は終わってるよねと [41] 19は終わってるよねと,政府対策本部と基本的対処方針が違法であることの確認を求める国を被告とした訴訟です [41] 記念すべき3,13一発目の投稿はこれがよかった Top Word Pairs in Tweet in G6:
[93] covid,19 [60] february,11 [56] 11,2020 [48] drtedros,allowed [48] early,february [48] played,drtedros [48] imagine,different [48] allowed,early [48] pandemic,played [48] different,pandemic Top Word Pairs in Tweet in G7:
[116] bancel,come [116] forward,confessed [116] moderna,stéphane [116] 000,doses [116] confessed,company [116] ceo,moderna [116] company,manufactured [116] come,forward [116] manufactured,100 [116] 100,000 Top Word Pairs in Tweet in G8:
[85] inflation,cost [85] crypto,crashing [85] cost,living [85] told,crypto [85] going,bust [85] stablecoins,imploding [85] living,crisis [85] exchanges,going [85] bust,stablecoins [85] imploding,global Top Word Pairs in Tweet in G9:
[96] covid,19 [95] joe,biden [90] 19,bioweapon [89] biden,guilty [89] mistake,joe [89] fauci,obama [89] make,mistake [89] obama,authorized [89] authorized,start [89] start,covid Top Word Pairs in Tweet in G10:
[118] covid,19 [37] 2020,beginning [37] dr,yan [37] pm,voice [37] yan,truth [37] truth,covid [37] 19,jan [37] voice,dr [37] beginning,investigation [37] jan,2020 Top Replied-To in Entire Graph:
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Top Replied-To in G6:
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Top Replied-To in G10:
Top Mentioned in Entire Graph:
Top Mentioned in G1:
Top Mentioned in G2:
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Top Mentioned in G6:
Top Mentioned in G7:
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Top Mentioned in G10:
Top Tweeters in Entire Graph:
Top Tweeters in G1:
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Top Tweeters in G3:
Top Tweeters in G4:
Top Tweeters in G5:
Top Tweeters in G6:
Top Tweeters in G7:
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Top Tweeters in G9:
Top Tweeters in G10: