The graph represents a network of 18,831 Twitter users whose recent tweets contained "bioweapon", 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 11:00 UTC.
The tweets in the network were tweeted over the 4-day, 20-hour, 56-minute period from Saturday, 18 April 2020 at 13:38 UTC to Thursday, 23 April 2020 at 10:35 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 : 18831
Unique Edges : 23975
Edges With Duplicates : 3612
Total Edges : 27587
Number of Edge Types : 5
Retweet : 10298
MentionsInRetweet : 5145
Tweet : 2012
Mentions : 5060
Replies to : 5072
Self-Loops : 2112
Reciprocated Vertex Pair Ratio : 0.00751943224062183
Reciprocated Edge Ratio : 0.0149266247379455
Connected Components : 1844
Single-Vertex Connected Components : 839
Maximum Vertices in a Connected Component : 14407
Maximum Edges in a Connected Component : 23203
Maximum Geodesic Distance (Diameter) : 17
Average Geodesic Distance : 5.440594
Graph Density : 6.72612106459521E-05
Modularity : 0.801596
NodeXL Version : 1.0.1.431
Data Import : The graph represents a network of 18,831 Twitter users whose recent tweets contained "bioweapon", 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 11:00 UTC.
The tweets in the network were tweeted over the 4-day, 20-hour, 56-minute period from Saturday, 18 April 2020 at 13:38 UTC to Thursday, 23 April 2020 at 10:35 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 : bioweapon
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:
[1656] covid,19 [1618] china,virus [1046] bioweapon,china [1000] wuhan,lab [935] made,bioweapon [931] developed,bioweapon [924] bioweapon,lab [922] taking,advantage [918] coronavirus,developed [917] china,using Top Word Pairs in Tweet in G1:
[161] bioweapon,attack [116] thanks,realdonaldtrump [116] realdonaldtrump,handling [116] handling,pandemic [116] pandemic,strongest [116] strongest,possible [116] possible,infrastructure [116] infrastructure,place [116] place,case [116] case,bioweapon Top Word Pairs in Tweet in G2:
[217] bioweapon,research [192] biological,weapons [186] intention,bioweapon [186] bioweapon,murder [186] murder,energy [186] energy,murder [186] murder,weapon [186] weapon,mutate [174] mutate,awake [174] viruses,biological Top Word Pairs in Tweet in G3:
[684] perpetualmaniac,drjudyamikovits [684] drjudyamikovits,#faucifraud [684] #faucifraud,well [684] well,liked [684] liked,dr [684] dr,mikovits [684] mikovits,returns [684] returns,favor [684] favor,destruction [684] destruction,book Top Word Pairs in Tweet in G4:
[832] developed,bioweapon [832] one,taking [831] coronavirus,developed [831] bioweapon,china [831] china,using [831] using,one [831] taking,advantage [831] advantage,situation [74] coronavirus,first [74] first,strike Top Word Pairs in Tweet in G5:
[726] bioweapon,lab [724] fauci,stated [724] stated,press [724] press,conference [724] conference,evidence [724] evidence,pet [724] pet,transfer [724] transfer,cv19 [724] cv19,human [724] human,potus Top Word Pairs in Tweet in G6:
[92] covid,19 [42] coronavirus,bioweapon [39] chinese,bioweapon [34] american,bioweapon [28] series,bioweapon [28] stop,time [28] china,iran [27] read,book [27] book,susquehanna [27] susquehanna,virus Top Word Pairs in Tweet in G7:
[1388] china,virus [696] covid,19 [694] youtube,shaping [694] shaping,reality [694] reality,covid [694] 19,china [694] virus,rules [694] rules,youtube [694] youtube,prevent [694] prevent,channels Top Word Pairs in Tweet in G8:
[230] #covid19,#coronavirus [226] fabricating,bioweapon [224] tuckercarlson,right [224] media,easily [224] easily,scripts [224] using,#covid19 [219] right,#chinesepropaganda [219] #chinesepropaganda,media [219] call,#ccpvirus [212] scripts,minds Top Word Pairs in Tweet in G9:
[519] wuhan,lab [463] manufactured,bioweapon [463] bioweapon,mixed [463] mixed,hiv [463] hiv,meant [463] meant,60 [463] 60,kill [463] kill,ratio [462] breaking,wuhan [462] lab,gates Top Word Pairs in Tweet in G10:
[386] over,world [384] bioweapon,know [383] people,keep [383] keep,debating [383] debating,whether [383] whether,#coronavirus [383] #coronavirus,bioweapon [383] know,answer [383] answer,wuhan [383] wuhan,residents Top Replied-To in Entire Graph:
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Top Mentioned in Entire Graph:
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Top Tweeters in Entire Graph:
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Top Tweeters in G10: