The graph represents a network of 23,254 Twitter users whose recent tweets contained "Propaganda", 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 Friday, 23 April 2021 at 07:01 UTC.
The tweets in the network were tweeted over the 5-hour, 11-minute period from Friday, 23 April 2021 at 01:12 UTC to Friday, 23 April 2021 at 06:24 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 : 23254
Unique Edges : 28530
Edges With Duplicates : 2403
Total Edges : 30933
Number of Edge Types : 5
MentionsInRetweet : 6046
Mentions : 5178
Retweet : 11500
Tweet : 3598
Replies to : 4611
Self-Loops : 3679
Reciprocated Vertex Pair Ratio : 0.00618849938499385
Reciprocated Edge Ratio : 0.0123008748137678
Connected Components : 4978
Single-Vertex Connected Components : 2133
Maximum Vertices in a Connected Component : 7192
Maximum Edges in a Connected Component : 12862
Maximum Geodesic Distance (Diameter) : 33
Average Geodesic Distance : 9.484798
Graph Density : 4.84109063134542E-05
Modularity : 0.870148
NodeXL Version : 1.0.1.445
Data Import : The graph represents a network of 23,254 Twitter users whose recent tweets contained "Propaganda", 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 Friday, 23 April 2021 at 07:01 UTC.
The tweets in the network were tweeted over the 5-hour, 11-minute period from Friday, 23 April 2021 at 01:12 UTC to Friday, 23 April 2021 at 06:24 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 : Propaganda
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:
[2322] भ,य [1569] य,क [1557] र,भ [1555] क,य [1553] ब,र [1551] र,ट [1548] ज,ब [1068] propaganda,website [843] ल,ग [830] ल,फ Top Word Pairs in Tweet in G1:
[156] essa,propaganda [74] uma,propaganda [69] fazendo,propaganda [55] fazer,propaganda [51] propaganda,doril [40] garoto,propaganda [37] propaganda,above [34] propaganda,oscar [31] propaganda,enganosa [31] luciano,huck Top Word Pairs in Tweet in G2:
[2046] भ,य [1368] य,क [1368] क,य [1364] ज,ब [1364] ब,र [1364] र,भ [1364] र,ट [969] propaganda,website [707] फ,ल [701] य,ज Top Word Pairs in Tweet in G3:
[498] propaganda,network [497] white,supremacist [496] fox,news [493] supremacist,propaganda [492] option,exclude [486] network,fox [485] customers,option [485] exclude,white [485] news,packages [485] packages,make Top Word Pairs in Tweet in G4:
[174] mocked,darkhabutt [174] darkhabutt,dalda [174] dalda,dibba [174] dibba,act [174] act,wrong [174] wrong,turned [174] turned,villain [174] villain,no1 [174] no1,once [174] once,again Top Word Pairs in Tweet in G5:
[507] starting,chosoyuki [507] chosoyuki,propaganda [507] propaganda,#jujutsukaisen Top Word Pairs in Tweet in G6:
[80] tepjf,desecha [80] desecha,nueva [80] nueva,apelación [80] apelación,pan [80] pan,contra [80] contra,expresiones [80] expresiones,amlo [80] amlo,proyecto [80] proyecto,magistrado [80] magistrado,luis Top Word Pairs in Tweet in G7:
[98] ghante,wait [90] भ,य [66] stunning,propaganda [66] propaganda,instagram [66] instagram,influencers [66] influencers,rejoicing [66] rejoicing,indians [66] indians,dying [66] dying,using [66] using,hinduphobic Top Word Pairs in Tweet in G8:
[147] maioria,compra [134] propaganda,bts [132] os,armys [132] armys,indo [132] indo,pra [132] pra,frente [132] frente,luis [132] luis,vuitton [132] vuitton,tirar [132] tirar,foto Top Word Pairs in Tweet in G9:
[53] once,again [50] white,supremacist [48] again,ll [48] ll,remind [48] remind,everyone [48] everyone,meghan [48] meghan,mccain [48] mccain,husband [48] husband,owns [48] owns,propaganda Top Word Pairs in Tweet in G10:
[50] absolutely,disgusting [50] disgusting,propaganda [50] propaganda,sick [50] sick,core [50] core,inhuman [46] dear,bolly [46] bolly,dawood [46] dawood,capable [46] capable,paying [46] paying,vaccine 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 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 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: