The graph represents a network of 5,706 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 3/11/2023 5:00:36 PM. The network was obtained from Twitter on Sunday, 12 March 2023 at 08:16 UTC.
The tweets in the network were tweeted over the 1095-day, 10-hour, 38-minute period from Wednesday, 11 March 2020 at 14:22 UTC to Sunday, 12 March 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 : 5706
Unique Edges : 2443
Edges With Duplicates : 10768
Total Edges : 13211
Number of Edge Types : 9
Retweet : 4108
MentionsInRetweet : 4736
Replies to : 754
MentionsInReplyTo : 1991
Mentions : 362
Tweet : 1120
Quote : 67
MentionsInQuoteReply : 18
MentionsInQuote : 55
Self-Loops : 1322
Reciprocated Vertex Pair Ratio : 0.0100535106210475
Reciprocated Edge Ratio : 0.0199068871407931
Connected Components : 934
Single-Vertex Connected Components : 285
Maximum Vertices in a Connected Component : 2513
Maximum Edges in a Connected Component : 6617
Maximum Geodesic Distance (Diameter) : 19
Average Geodesic Distance : 6.615746
Graph Density : 0.000191351078696011
Modularity : 0.485185
NodeXL Version : 1.0.1.510
Data Import : The graph represents a network of 5,706 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 3/11/2023 5:00:36 PM. The network was obtained from Twitter on Sunday, 12 March 2023 at 08:16 UTC.
The tweets in the network were tweeted over the 1095-day, 10-hour, 38-minute period from Wednesday, 11 March 2020 at 14:22 UTC to Sunday, 12 March 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 : 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:
[3261] covid,19 [540] hijo,presidente [241] contra,covid [241] privilegios,poder [241] poder,hijo [235] 19,pandemic [227] 19,pandemia [223] presidente,recibió [209] oms,declara [205] pandemia,#soleimanivive Top Word Pairs in Tweet in G1:
[535] hijo,presidente [282] covid,19 [240] privilegios,poder [240] poder,hijo [222] presidente,recibió [186] medicamentos,contra [185] plena,pandemia [185] pandemia,medicamentos [185] recibió,plena [182] josé,ramón Top Word Pairs in Tweet in G2:
[229] covid,19 [133] join,group [133] 19,vaccination [133] restrictions,join [133] vaccination,covid [133] covid,travel [133] travel,restrictions [18] wake,#harvard [13] social,enforcement [12] systems,more Top Word Pairs in Tweet in G3:
[260] covid,19 [35] #الخليج_العربي,#التطبيع_خيانة [35] بلا,حدود [35] #المغرب_العربي,#الامة_المسلمة [35] #pylosophy,#sociologie [35] #كورونا,#المغرب [35] #covid__19,#الخليج_العربي [35] #phisics,#islam [35] #التطبيع_خيانة,#كورونا [35] #islam,#islamisme Top Word Pairs in Tweet in G4:
[116] covid,19 [45] disabling,event [45] expecting,covid [45] infections,mass [45] canada,announced [45] event,government [45] covid,infections [45] mass,disabling [45] investing,20m [45] canada,expecting Top Word Pairs in Tweet in G5:
[309] covid,19 [202] 19,pandemia [198] oms,declara [196] declara,covid [196] pandemia,#soleimanivive [189] vtvcanal8,oms [35] 20,nuevos [34] #sistemapatria,#carnetdelapatria [34] informe,covid [34] #atención,#sistemapatria Top Word Pairs in Tweet in G6:
[141] julian,assange [139] proxy,war [138] assange,still [138] know,julian [138] war,ukraine [138] still,jail [138] exposed,truth [138] truth,proxy [138] jail,exposed [137] kimdotcom,know Top Word Pairs in Tweet in G7:
[147] covid,19 [110] three,years [110] 19,pandemic [83] health,organization [83] ago,today [83] today,world [83] world,health [83] years,ago [83] pandemic,thank [83] declared,covid Top Word Pairs in Tweet in G8:
[67] #moderna,inc [67] inc,friday [67] backing,government [67] persuade,federal [67] federal,judge [67] government,#moderna [67] despite,backing [67] failed,persuade [67] friday,failed [66] rwmalonemd,despite Top Word Pairs in Tweet in G9:
[82] 金曜,米下院は中国の武漢研究所とコロナウイルスとの関連性の情報の機密解除をバイデン政権に要求する法案を419対0で可決 [81] oikawa_yukihisa,金曜 [20] covid,19の起源に関する下院の公聴会で [20] レッドフィールド氏は,機能獲得研究はリスクに見合わないとして非難しました [20] foxニュース,covid [20] 19の起源に関する下院の公聴会で,ウイルス学者である元cdcの所長であるロバート [20] ウイルス学者である元cdcの所長であるロバート,レッドフィールド氏は [19] kazuchancocone,foxニュース [19] 機能獲得研究はリスクに見合わないとして非難しました,我々は2019年の9月にはすでに感染が広がってい [6] 血栓症15,316件 Top Word Pairs in Tweet in G10:
[50] covid,19 [14] supporting,vitamin [14] vitamin,protection [14] mail,supporting [14] daily,mail [13] abridgen,daily [10] 19,vaccine [7] 19,infection [6] induced,myocarditis [5] healthbyjames,urgent Top Replied-To in Entire Graph:
Top Replied-To in G1:
Top Replied-To in G2:
Top Replied-To in G4:
Top Replied-To in G7:
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: