The graph represents a network of 4 991 Twitter users whose recent tweets contained "(covid OR corona) ((china OR chinese) OR (russia)) disinformation", 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 Tuesday, 07 April 2020 at 07:33 UTC.
The tweets in the network were tweeted over the 7-day, 19-hour, 14-minute period from Monday, 30 March 2020 at 11:54 UTC to Tuesday, 07 April 2020 at 07:08 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 : 5019
Unique Edges : 5709
Edges With Duplicates : 10145
Total Edges : 15854
Number of Edge Types : 5
Replies to : 292
Tweet : 9976
Mentions : 746
Retweet : 3359
MentionsInRetweet : 1481
Self-Loops : 9987
Reciprocated Vertex Pair Ratio : 0,00532012474775271
Reciprocated Edge Ratio : 0,0105839416058394
Connected Components : 395
Single-Vertex Connected Components : 227
Maximum Vertices in a Connected Component : 3916
Maximum Edges in a Connected Component : 6938
Maximum Geodesic Distance (Diameter) : 20
Average Geodesic Distance : 5,659522
Graph Density : 0,000217586880495806
Modularity : 0,336521
NodeXL Version : 1.0.1.429
Data Import : The graph represents a network of 4 991 Twitter users whose recent tweets contained "(covid OR corona) ((china OR chinese) OR (russia)) disinformation", 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 Tuesday, 07 April 2020 at 07:33 UTC.
The tweets in the network were tweeted over the 7-day, 19-hour, 14-minute period from Monday, 30 March 2020 at 11:54 UTC to Tuesday, 07 April 2020 at 07:08 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 : (covid OR corona) ((china OR chinese) OR (russia)) disinformation
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:
[2782] covid,19 [1105] communist,party [1012] disinformation,campaign [992] responsible,global [991] using,global [985] #covidー19,pandemic [985] dangerous,disinformation [984] #putin,amp [984] amp,#china [984] #china,communist Top Word Pairs in Tweet in G1:
[962] communist,party [959] #putin,amp [959] amp,#china [959] #china,communist [959] party,using [959] using,global [959] global,#covidー19 [959] #covidー19,pandemic [959] pandemic,spread [959] spread,dangerous Top Word Pairs in Tweet in G2:
[408] covid,19 [408] disinformation,campaign [407] china,disinformation [404] compelling,talk [404] talk,yangjianli001 [404] yangjianli001,discussed [404] discussed,holding [404] holding,china [404] china,accountable [404] accountable,role Top Word Pairs in Tweet in G3:
[297] current,director [297] director,truly [297] truly,disgrace [297] disgrace,dignity [297] dignity,resign [297] resign,enabling [297] enabling,china [297] china,dangerous [297] dangerous,covid [297] covid,disinformation Top Word Pairs in Tweet in G4:
[207] examples,russia's [207] russia's,covid [207] covid,related [207] related,disinformation [207] disinformation,troops [207] troops,lithuania [207] lithuania,spreading [207] spreading,covid [207] covid,pandemic [207] pandemic,bacteriological Top Word Pairs in Tweet in G5:
[595] covid,19 [141] ビジネス短信,ジェトロ [123] bbc,news [69] coronavirus,disease [67] march,2020 [65] 2020,03 [64] coronavirus,covid [45] 2019,covid [44] afpbb,news [44] disease,2019 Top Word Pairs in Tweet in G6:
[200] covid,19 [118] russian,style [92] campaigns,commenced [92] commenced,early [92] early,january [90] 19,disinformation [90] disinformation,campaigns [89] chinese,covid [88] january,stanford [79] social,media Top Word Pairs in Tweet in G7:
[141] spreading,#covid19 [141] #covid19,#disinformation [141] #disinformation,china [141] china,timely [141] timely,informed [141] informed,world [141] world,covid [141] covid,19 [141] 19,china [141] china,forbid Top Word Pairs in Tweet in G8:
[144] kremlin,uses [144] uses,corona [144] corona,crisis [144] crisis,undermine [144] undermine,nato [144] nato,amp [144] amp,eu [144] eu,russia [144] russia,corona [144] corona,virus Top Word Pairs in Tweet in G9:
[91] began,november [91] november,2019 [91] 2019,#china [91] #china,#russia [91] #russia,efforts [91] efforts,muddy [91] muddy,collective [91] collective,waters [91] waters,surrounding [91] surrounding,#covid19 Top Word Pairs in Tweet in G10:
[115] check,video [115] video,facts [115] facts,true [115] true,disinformation [115] disinformation,always [115] always,information [115] information,verified [115] verified,sources [115] sources,ecdc_eu [115] ecdc_eu,useful Top Replied-To in Entire Graph:
Top Replied-To in G1:
Top Replied-To in G4:
Top Replied-To in G5:
Top Replied-To in G6:
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 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: