The graph represents a network of 1,576 Twitter users whose recent tweets contained "dfrlab", 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 Wednesday, 08 June 2022 at 22:29 UTC.
The tweets in the network were tweeted over the 8-day, 5-hour, 41-minute period from Tuesday, 31 May 2022 at 14:03 UTC to Wednesday, 08 June 2022 at 19:45 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 : 1576
Unique Edges : 4871
Edges With Duplicates : 2861
Total Edges : 7732
Number of Edge Types : 5
Retweet : 1547
Mentions : 1631
MentionsInRetweet : 4145
Replies to : 325
Tweet : 84
Self-Loops : 87
Reciprocated Vertex Pair Ratio : 0.0350341358246497
Reciprocated Edge Ratio : 0.0676965804547822
Connected Components : 33
Single-Vertex Connected Components : 15
Maximum Vertices in a Connected Component : 1367
Maximum Edges in a Connected Component : 6998
Maximum Geodesic Distance (Diameter) : 6
Average Geodesic Distance : 2.484495
Graph Density : 0.00232092498589961
Modularity : 0.491479
NodeXL Version : 1.0.1.449
Data Import : The graph represents a network of 1,576 Twitter users whose recent tweets contained "dfrlab", 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 Wednesday, 08 June 2022 at 22:29 UTC.
The tweets in the network were tweeted over the 8-day, 5-hour, 41-minute period from Tuesday, 31 May 2022 at 14:03 UTC to Wednesday, 08 June 2022 at 19:45 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 : dfrlab
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:
[210] anti,refugee [203] human,rights [198] channels,spreading [198] spreading,anti [194] identified,27 [188] open,summit [185] 360,open [180] attempt,shift [180] shift,public [180] public,opinion Top Word Pairs in Tweet in G1:
[89] dfrlab's,#360os [67] dfrlab,#360os [52] main,stage [48] open,summit [45] 360,open [45] #360os,dfrlab [40] social,media [39] human,rights [38] contested,realities [37] day,one Top Word Pairs in Tweet in G2:
[110] 2014,russia [110] russia,trying [110] trying,dehumanize [110] dehumanize,ukrainians [110] ukrainians,portray [110] portray,country [110] country,one [110] one,right [110] right,exist' [110] exist',dfrlab's Top Word Pairs in Tweet in G3:
[190] anti,refugee [186] channels,spreading [186] spreading,anti [183] identified,27 [171] attempt,shift [171] shift,public [171] public,opinion [150] polish,language [146] 27,polish [146] language,#telegram Top Word Pairs in Tweet in G4:
[126] mariaressa,rightscon [121] 360,open [121] open,summit [120] human,rights [108] democratic,approaches [108] digital,world [107] approaches,digital [98] rightscon,dfrlab's [98] dfrlab's,360 [98] summit,june Top Word Pairs in Tweet in G5:
[134] supporting,african [123] pan,africanism [67] africanism,mean [67] mean,uncritically [67] uncritically,supporting [67] african,dictator [67] dictator,means [67] means,supporting [67] african,people [67] people,many Top Word Pairs in Tweet in G6:
[14] sudtwittforum,amnestyar [14] amnestyar,joebiden [14] joebiden,unarabic [14] unarabic,volkerperthes [14] volkerperthes,fcdoarabic [14] fcdoarabic,francediplo_ar [14] francediplo_ar,usabilaraby [14] usabilaraby,senateforeign [14] senateforeign,ablinken [14] ablinken,intlcrimcourt Top Word Pairs in Tweet in G7:
[8] alovefarmer,misc_fbi_victim [8] misc_fbi_victim,jungmanlaura [8] jungmanlaura,fab4screamie [8] fab4screamie,ednarosse6 [8] ednarosse6,jbminatra [8] jbminatra,krick0604 [8] krick0604,circlesspinning [8] circlesspinning,marybittel1 [8] marybittel1,msvernestyne [8] msvernestyne,ellenkolb Top Word Pairs in Tweet in G8:
[10] dfrlab,annual [10] open,source [10] source,tools [8] war,ukraine [7] honoured,moderate [7] moderate,lead [7] lead,session [7] session,dfrlab [7] annual,#360os [7] #360os,topic Top Word Pairs in Tweet in G9:
[2] analizy,dfrlab [2] dfrlab,wynika [2] wynika,że [2] że,dezinformacja [2] dezinformacja,temat [2] temat,wojny [2] wojny,ukrainie [2] ukrainie,jest [2] jest,szerzona [2] szerzona,telegramie Top Word Pairs in Tweet in G10:
[20] civil,society [18] counterpartint,accountlab [17] int_idea,counterpartint [16] discuss,opportunities [16] opportunities,examples [16] examples,resources [16] resources,available [16] available,civil [16] society,engage [16] engage,#summitfordemocracy Top Replied-To in Entire Graph:
Top Replied-To in G1:
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Top Replied-To in G8:
Top Replied-To in G9:
Top Replied-To in G10:
Top Mentioned in Entire Graph:
Top Mentioned in G1:
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Top Mentioned in G3:
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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:
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Top Tweeters in G9:
Top Tweeters in G10: