The graph represents a network of 24,392 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, 29 April 2022 at 13:42 UTC.
The tweets in the network were tweeted over the 3-hour, 22-minute period from Friday, 29 April 2022 at 09:18 UTC to Friday, 29 April 2022 at 12:41 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 : 24392
Unique Edges : 27484
Edges With Duplicates : 2644
Total Edges : 30128
Number of Edge Types : 5
Replies to : 6267
Mentions : 6477
Retweet : 11466
MentionsInRetweet : 3503
Tweet : 2415
Self-Loops : 2520
Reciprocated Vertex Pair Ratio : 0.0074176034258622
Reciprocated Edge Ratio : 0.0147259754061029
Connected Components : 3882
Single-Vertex Connected Components : 1090
Maximum Vertices in a Connected Component : 11045
Maximum Edges in a Connected Component : 16127
Maximum Geodesic Distance (Diameter) : 30
Average Geodesic Distance : 8.849825
Graph Density : 4.42864263992336E-05
Modularity : 0.880549
NodeXL Version : 1.0.1.449
Data Import : The graph represents a network of 24,392 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, 29 April 2022 at 13:42 UTC.
The tweets in the network were tweeted over the 3-hour, 22-minute period from Friday, 29 April 2022 at 09:18 UTC to Friday, 29 April 2022 at 12:41 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 Color : In-Degree
Vertex Radius : In-Degree
Vertex Alpha : In-Degree
Top Domains
Top Word Pairs in Tweet in Entire Graph:
[2450] ministry,truth [2299] governance,board [2295] disinformation,governance [2254] propaganda,arm [2213] biden,administration [2212] dictatorship,propaganda [2205] arm,ministry [2195] administration,formally [2195] formally,joined [2195] joined,ranks Top Word Pairs in Tweet in G1:
[2226] ministry,truth [2153] propaganda,arm [2147] disinformation,governance [2145] governance,board [2136] biden,administration [2135] dictatorship,propaganda [2135] administration,formally [2135] formally,joined [2135] joined,ranks [2135] creation,called Top Word Pairs in Tweet in G2:
[45] la,propaganda [39] propaganda,de [28] de,propaganda [26] russian,propaganda [24] de,la [19] ministry,truth [17] propaganda,enganosa [16] propaganda,machine [14] state,propaganda [14] propaganda,arm Top Word Pairs in Tweet in G3:
[313] de,la [294] los,pinos [271] de,los [268] de,operaciones [266] presidente,de [266] de,cuba [266] cuba,sus [266] sus,funcionarios [251] por,el [249] la,dictadura Top Word Pairs in Tweet in G4:
[199] la,propaganda [123] la,russia [117] russia,multa [117] multa,la [117] la,società [117] società,madre [117] madre,di [117] di,facebook [117] facebook,meta [117] meta,propaganda Top Word Pairs in Tweet in G5:
[94] war,propaganda [90] watch,nfl [86] remember,call [86] call,propaganda [86] propaganda,coincides [86] coincides,push [86] push,militarily [86] militarily,intensify [86] intensify,involvement [86] involvement,war Top Word Pairs in Tweet in G6:
[41] united,states [41] propaganda,platform [40] wrong,twitter [40] twitter,chinese [40] chinese,ambassador [40] ambassador,united [40] states,blocked [40] blocked,comments [40] comments,china [40] china,official Top Word Pairs in Tweet in G7:
[387] channel,propaganda [386] tuckercarlson,shame [386] shame,attacking [386] attacking,nonsense [386] nonsense,spreading [386] spreading,disinformation [386] disinformation,news [386] news,channel [386] propaganda,responsible [386] responsible,countless Top Word Pairs in Tweet in G8:
[136] minister,propaganda [130] propaganda,review [130] review,misinformation [77] ministry,truth [48] ministry,propaganda [30] governance,board [29] disinformation,governance [23] propaganda,ministries [23] ministries,novel [23] novel,ministry Top Word Pairs in Tweet in G9:
[39] mit,propaganda [38] sollten,sich [38] damit,dass [37] die,#kriegstreiber [37] #kriegstreiber,twitterer [37] twitterer,sollten [37] sich,besser [37] besser,mit [37] propaganda,russischen [37] russischen,tv Top Word Pairs in Tweet in G10:
[43] es,ist [42] für,die [42] es,geht [41] geht,nicht [41] nicht,diskurs [40] ist,wieder [40] wieder,bezeichnend [40] bezeichnend,für [40] für,#illner [40] #illner,dass 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 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:
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Top Tweeters in G5:
Top Tweeters in G6:
Top Tweeters in G7:
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Top Tweeters in G9:
Top Tweeters in G10: