The graph represents a network of 24,737 Twitter users whose recent tweets contained "'hack' OR 'COVID-19' OR 'Coronavirus'", or who were replied to or mentioned in those tweets, taken from a data set limited to a maximum of 18,000 tweets. The network was obtained from Twitter on Thursday, 23 April 2020 at 16:17 UTC.
The tweets in the network were tweeted over the 3-minute period from Thursday, 23 April 2020 at 14:52 UTC to Thursday, 23 April 2020 at 14:55 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 : 24737
Unique Edges : 26640
Edges With Duplicates : 3981
Total Edges : 30621
Number of Edge Types : 5
Replies to : 1247
Retweet : 10658
Tweet : 7754
Mentions : 5563
MentionsInRetweet : 5399
Self-Loops : 7833
Reciprocated Vertex Pair Ratio : 0.00110263714049435
Reciprocated Edge Ratio : 0.00220284534189995
Connected Components : 6464
Single-Vertex Connected Components : 2316
Maximum Vertices in a Connected Component : 8696
Maximum Edges in a Connected Component : 13330
Maximum Geodesic Distance (Diameter) : 36
Average Geodesic Distance : 9.600083
Graph Density : 3.56107178958608E-05
Modularity : 0.791415
NodeXL Version : 1.0.1.431
Data Import : The graph represents a network of 24,737 Twitter users whose recent tweets contained "'hack' OR 'COVID-19' OR 'Coronavirus'", or who were replied to or mentioned in those tweets, taken from a data set limited to a maximum of 18,000 tweets. The network was obtained from Twitter on Thursday, 23 April 2020 at 16:17 UTC.
The tweets in the network were tweeted over the 3-minute period from Thursday, 23 April 2020 at 14:52 UTC to Thursday, 23 April 2020 at 14:55 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 : TwitterSearch
Graph Term : hack' OR 'COVID-19' OR '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:
[7379] covid,19 [739] oldest,brother [696] died,coronavirus [607] brother,don [606] don,reed [598] reed,died [564] air,force [545] coronavirus,tuesday [545] tuesday,evening [545] evening,joined Top Word Pairs in Tweet in G1:
[876] covid,19 [39] #covid19,#coronavirus [39] 19,pandemic [37] during,covid [33] coronavirus,crisis [30] coronavirus,pandemic [28] #coronavirus,tous [28] tous,positifs [25] #coronavirus,#covid19 [24] #covid,19 Top Word Pairs in Tweet in G2:
[246] covid,19 [110] 26,million [94] action,coronavirus [93] please,study [93] study,closely [93] closely,saved [93] saved,many [93] many,lives [93] lives,fast [93] fast,action Top Word Pairs in Tweet in G3:
[604] died,coronavirus [579] brother,don [574] oldest,brother [574] don,reed [568] reed,died [520] coronavirus,tuesday [520] tuesday,evening [520] evening,joined [520] joined,air [520] air,force Top Word Pairs in Tweet in G4:
[205] covid,19 [103] ह,ए [101] त,ह [98] सत,य [98] य,पन [93] य,क [84] क,त [81] न,य [72] ल,ए [64] श,र Top Word Pairs in Tweet in G5:
[117] covid,19 [51] hong,kong [30] coronavirus,pandemic [22] pro,democracy [21] congress,investigate [20] petition,congress [20] role,covid [20] 19,outbreak [19] 19,pandemic [19] coronavirus,cases Top Word Pairs in Tweet in G6:
[164] क,र [162] क,स [85] ह,न [84] च,ह [84] ह,ए [82] व,ल [81] ल,भ [81] रत,स [81] क,प [81] प,र Top Word Pairs in Tweet in G7:
[102] covid,19 [55] novo,coronavírus [46] ele,faleceu [44] painel,monitoramento [44] monitoramento,#coronavírus [44] #coronavírus,anunciei [44] anunciei,já [44] já,temos [44] temos,285 [44] 285,ações Top Word Pairs in Tweet in G8:
[32] covid,19 [19] way,forward [17] during,coronavirus [17] france,becomes [17] becomes,latest [17] latest,country [17] country,ban [17] ban,firms [17] firms,registered [17] registered,offshore Top Word Pairs in Tweet in G9:
[93] coronavirus,response [57] alex,azar [53] #youcantmakethisup,department [53] department,trumpsters [53] trumpsters,emptied [53] emptied,government [53] government,ruthlessly [53] ruthlessly,secretary [53] secretary,hhs [53] hhs,alex Top Word Pairs in Tweet in G10:
[53] covid,19 [22] trump,praised [19] coronavirus,pandemic [15] #covid19,#coronavirus [13] malaria,deaths [13] deaths,sub [13] sub,saharan [13] saharan,africa [13] africa,double [13] double,year Top Replied-To in Entire Graph:
Top Replied-To in G1:
Top Replied-To in G2:
Top Replied-To in G3:
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Top Replied-To in G6:
Top Replied-To in G7:
Top Replied-To in G8:
Top Replied-To in G9:
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 G5:
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Top Mentioned in G7:
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Top Mentioned in G10:
Top Tweeters in Entire Graph:
Top Tweeters in G1:
Top Tweeters in G2:
Top Tweeters in G3:
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Top Tweeters in G5:
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Top Tweeters in G9:
Top Tweeters in G10: