The graph represents a network of 8,577 Twitter users whose tweets in the requested range contained "fake news", or who were replied to or mentioned in those tweets. The network was obtained from the NodeXL Graph Server on Monday, 15 August 2022 at 01:05 UTC.
The requested start date was Monday, 15 August 2022 at 00:01 UTC and the maximum number of tweets (going backward in time) was 7,500.
The tweets in the network were tweeted over the 2-day, 0-hour, 26-minute period from Friday, 12 August 2022 at 01:42 UTC to Sunday, 14 August 2022 at 02:08 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 : 8577
Unique Edges : 5483
Edges With Duplicates : 11757
Total Edges : 17240
Number of Edge Types : 5
Retweet : 5582
MentionsInRetweet : 7233
Replies to : 1768
Mentions : 1785
Tweet : 872
Self-Loops : 896
Reciprocated Vertex Pair Ratio : 0.00241943288493177
Reciprocated Edge Ratio : 0.00482718671558216
Connected Components : 1202
Single-Vertex Connected Components : 242
Maximum Vertices in a Connected Component : 3531
Maximum Edges in a Connected Component : 9891
Maximum Geodesic Distance (Diameter) : 24
Average Geodesic Distance : 6.315655
Graph Density : 0.000140817206378043
Modularity : 0.549922
NodeXL Version : 1.0.1.502
Data Import : The graph represents a network of 8,577 Twitter users whose tweets in the requested range contained "fake news", or who were replied to or mentioned in those tweets. The network was obtained from the NodeXL Graph Server on Monday, 15 August 2022 at 01:05 UTC.
The requested start date was Monday, 15 August 2022 at 00:01 UTC and the maximum number of tweets (going backward in time) was 7,500.
The tweets in the network were tweeted over the 2-day, 0-hour, 26-minute period from Friday, 12 August 2022 at 01:42 UTC to Sunday, 14 August 2022 at 02:08 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 : GraphServerTwitterSearch
Graph Term : fake news
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:
[7055] fake,news [532] guilherme,pádua [417] essa,fake [388] uma,fake [367] contra,bolsonaro [290] mônica,bergamo [274] news,contra [273] fox,news [264] kimpaim,lula [213] alô,alexandre Top Word Pairs in Tweet in G1:
[1353] fake,news [245] guilherme,pádua [160] news,imprensa [145] uma,fake [144] contra,presidente [142] presidente,jairbolsonaro [139] ricaperrone,lavou [139] lavou,nossa [139] nossa,alma [139] alma,nesse Top Word Pairs in Tweet in G2:
[545] fake,news [64] news,eran [62] estado,emergencia [61] ministra,alguna [61] alguna,retractación [61] retractación,fake [61] news,difundió [61] difundió,muerte [61] muerte,denisse [61] denisse,cortés Top Word Pairs in Tweet in G3:
[588] fake,news [242] contra,bolsonaro [172] kimpaim,lula [151] news,contra [147] lula,já [147] já,subiu [147] subiu,tom [147] tom,intensidade [147] intensidade,fake [147] bolsonaro,sabe Top Word Pairs in Tweet in G4:
[411] fake,news [40] estava,divulgando [40] divulgando,fake [39] em,defesa [38] ao,vivo [36] news,ao [35] será,veremos [35] veremos,alguma [35] alguma,matéria [35] matéria,mídia Top Word Pairs in Tweet in G5:
[509] fake,news [184] alô,alexandre [181] inquérito,só [180] alexandre,alexandria [180] alexandria,tem [180] tem,pavor [180] pavor,fake [180] news,abriu [180] abriu,inquérito [180] só,pra Top Word Pairs in Tweet in G6:
[322] fake,news [45] uma,fake [39] publicou,uma [36] news,afirmando [36] afirmando,michelle [36] havia,almoçado [36] almoçado,esposa [36] esposa,ex [35] reportersalles,blogueira [35] blogueira,monicabergamo Top Word Pairs in Tweet in G7:
[274] fake,news [74] seanhannity,fake [59] edited,fake [59] seanhannity,warning [58] warning,see [55] see,twitter [55] twitter,edited [55] news,never [55] never,happened [55] happened,spliced Top Word Pairs in Tweet in G8:
[215] fake,news [8] news,fake [6] espalhando,fake [6] uma,fake [6] essa,fake [4] news,media [4] news,outlets [4] president,trump [4] trump,search [4] news,website Top Word Pairs in Tweet in G9:
[104] fake,news [95] ao,vivo [95] vivo,hoje [92] vai,acabar [89] lula,mentiu [89] mentiu,ao [89] hoje,dizendo [89] dizendo,presidente [89] presidente,bolsonaro [89] bolsonaro,vai Top Word Pairs in Tweet in G10:
[215] fake,news [55] coloca,os [55] os,pingos [46] uma,fake [44] discurso,odio [43] odio,fake [43] news,são [43] são,apenas [43] apenas,desculpas [43] desculpas,criadas 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 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 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: