The graph represents a network of 22,316 Twitter users whose recent tweets contained "misinformation", 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, 11 February 2020 at 15:15 UTC.
The tweets in the network were tweeted over the 1-day, 6-hour, 13-minute period from Monday, 10 February 2020 at 08:10 UTC to Tuesday, 11 February 2020 at 14:23 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 : 22316
Unique Edges : 25652
Edges With Duplicates : 3271
Total Edges : 28923
Number of Edge Types : 5
Retweet : 8108
Replies to : 4395
Mentions : 6990
Tweet : 1846
MentionsInRetweet : 7584
Self-Loops : 1894
Reciprocated Vertex Pair Ratio : 0.00689710162261292
Reciprocated Edge Ratio : 0.0136997149192271
Connected Components : 3001
Single-Vertex Connected Components : 1004
Maximum Vertices in a Connected Component : 12475
Maximum Edges in a Connected Component : 18317
Maximum Geodesic Distance (Diameter) : 25
Average Geodesic Distance : 7.743319
Graph Density : 5.07167394196982E-05
Modularity : 0.859286
NodeXL Version : 1.0.1.423
Data Import : The graph represents a network of 22,316 Twitter users whose recent tweets contained "misinformation", 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, 11 February 2020 at 15:15 UTC.
The tweets in the network were tweeted over the 1-day, 6-hour, 13-minute period from Monday, 10 February 2020 at 08:10 UTC to Tuesday, 11 February 2020 at 14:23 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 : misinformation
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:
[2217] amit,malviya [1438] video,misinformation [1437] far,right [1416] misinformation,twitter [1398] people,twitter [1393] make,people [1392] made,video [1392] twitter,hate [1392] short,thread [1391] back,made Top Word Pairs in Tweet in G1:
[2185] amit,malviya [1253] bjp,cell [1084] false,claims [1053] dangerous,ripple [1053] ripple,effect [1023] misinformation,promoted [1023] echoed,party [1023] party,members [1023] members,supporters [1023] giving,rise Top Word Pairs in Tweet in G2:
[1380] misinformation,twitter [1379] back,made [1379] made,video [1379] video,misinformation [1379] twitter,video [1379] video,noted [1379] noted,attacks [1379] attacks,seemed [1379] seemed,inauthentic [1379] inauthentic,accounts Top Word Pairs in Tweet in G3:
[100] spreading,misinformation [83] twittersupport,twitter [82] bts_twt,twittersupport [66] engaged,direct [66] direct,harrassment [66] using,twitter [66] twitter,spamming [66] spamming,encouraging [66] encouraging,hate [66] hate,spreading Top Word Pairs in Tweet in G4:
[70] spreading,misinformation [55] spread,misinformation [53] social,media [53] online,misinformation [32] cyborgs,trolls [32] trolls,bots [31] bots,guide [31] guide,online [28] misinformation,spread [26] fake,news Top Word Pairs in Tweet in G5:
[518] working,google [517] sorry,remove [517] remove,video [517] video,woman [517] woman,falling [517] falling,building [517] building,during [517] during,#coronavirus [517] #coronavirus,quarantine [517] quarantine,#china Top Word Pairs in Tweet in G6:
[610] lionel,messi [610] messi,doesn [610] doesn,well [610] well,argentina [610] argentina,kids [610] kids,live [610] live,misinformation [610] misinformation,years [610] years,history [610] history,replete Top Word Pairs in Tweet in G7:
[79] lot,misinformation [68] misinformation,regarding [67] regarding,doctor's [67] doctor's,letters [67] letters,lieu [67] lieu,ones [67] ones,berniesanders [66] spreading,misinformation [65] berniesanders,released [65] released,small Top Word Pairs in Tweet in G8:
[141] skeptical,science [136] climate,scientists [135] science,doubles [135] doubles,down [135] down,issues [135] issues,chilling [135] chilling,threat [135] threat,climate [135] scientists,emphasizing [135] emphasizing,role Top Word Pairs in Tweet in G9:
[148] exploring,legal [148] legal,options [148] options,stop [148] stop,misinformation [147] california,republican [147] republican,party [147] party,endorsed [147] endorsed,proposition [147] proposition,13 [147] 13,march Top Word Pairs in Tweet in G10:
[180] oil,sector [110] climate,action [90] kenney,set [90] set,30m [90] 30m,yr [90] yr,outfit [90] outfit,debunk [90] debunk,misinformation [90] misinformation,critical [90] critical,oil Top Replied-To in Entire Graph:
Top Replied-To in G1:
Top Replied-To in G2:
Top Replied-To in G3:
Top Replied-To in G4:
Top Replied-To in G5:
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:
Top Mentioned in G3:
Top Mentioned in G4:
Top Mentioned in G5:
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: