The graph represents a network of 6,914 Twitter users whose recent tweets contained "citizenlab", 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 Monday, 29 November 2021 at 21:08 UTC.
The tweets in the network were tweeted over the 8-day, 6-hour, 32-minute period from Sunday, 21 November 2021 at 14:26 UTC to Monday, 29 November 2021 at 20:59 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 : 7053
Unique Edges : 20245
Edges With Duplicates : 1391
Total Edges : 21636
Number of Edge Types : 5
Mentions : 1103
Replies to : 304
Retweet : 6727
MentionsInRetweet : 13285
Tweet : 217
Self-Loops : 221
Reciprocated Vertex Pair Ratio : 0.00184448111833803
Reciprocated Edge Ratio : 0.00368217054263566
Connected Components : 54
Single-Vertex Connected Components : 28
Maximum Vertices in a Connected Component : 6914
Maximum Edges in a Connected Component : 21339
Maximum Geodesic Distance (Diameter) : 8
Average Geodesic Distance : 2.118236
Graph Density : 0.000414976501955577
Modularity : 0.21004
NodeXL Version : 1.0.1.447
Data Import : The graph represents a network of 6,914 Twitter users whose recent tweets contained "citizenlab", 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 Monday, 29 November 2021 at 21:08 UTC.
The tweets in the network were tweeted over the 8-day, 6-hour, 32-minute period from Sunday, 21 November 2021 at 14:26 UTC to Monday, 29 November 2021 at 20:59 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 : citizenlab
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:
[5881] nso,group [5518] citizenlab,พบว [5454] ร,บอ [5454] ได,ร [5453] งเต,อนว [5453] ท,ได [5453] ร,บการสน [5453] บการสน,บสน [5453] าถ,งข [5453] งข,อม Top Word Pairs in Tweet in G1:
[4517] nso,group [4515] ร,บอ [4515] ได,ร [4514] งเต,อนว [4514] ท,ได [4514] ร,บการสน [4514] บการสน,บสน [4514] าถ,งข [4514] งข,อม [4514] อม,ลในม Top Word Pairs in Tweet in G2:
[972] citizenlab,พบว [959] nso,group [906] ผมได,ร [906] ร,บอ [906] บอ,เมลแจ [906] เมลแจ,งเต [906] งเต,อนว [906] อนว,าแฮกเกอร [906] าแฮกเกอร,ท [906] ท,ได Top Word Pairs in Tweet in G3:
[317] nso,group [234] citizenlab,amnestytech [142] pegasus,spyware [133] great,work [131] work,citizenlab [130] apple,resmi [130] resmi,menggugat [130] menggugat,nso [130] group,perusahaan [130] perusahaan,asal Top Word Pairs in Tweet in G4:
[4] network,media [4] media,economy [4] rogers,shaw [4] combined,revenue [3] internet,media [3] media,sectors [3] revenue,network [3] last,year [3] online,video [2] data,analysis Top Word Pairs in Tweet in G5:
[5] cybersecurity,co [5] co,xsbqeairz7 [5] xsbqeairz7,trinsic [5] trinsic,eff [5] eff,brugesgroup [5] brugesgroup,utsa [5] utsa,fletcherschool [5] fletcherschool,uniofyork [5] uniofyork,publicdiplomacy [5] publicdiplomacy,oiioxford Top Word Pairs in Tweet in G6:
[6] citizenlab,looking [6] full,stack [6] stack,engineer [6] engineer,govtech [6] product,designer [6] govtech,apply [6] remote,job [5] designer,govtech [5] tech,lead [5] lead,govtech Top Word Pairs in Tweet in G7:
[7] après,révélations [5] ont,été [5] impact,après [5] mois,après [4] par,fbdnstories [3] enquête,mediapart [3] plainte,contre [3] pouvez,relire [3] impact,suite [3] après,l'enquête Top Word Pairs in Tweet in G8:
[30] nso,group [20] informe,2020 [20] 2020,citizenlab [20] citizenlab,2020 [20] 2020,detectó [20] detectó,gobierno [20] gobierno,salvador [20] salvador,clientes [20] clientes,circles [20] circles,ende Top Word Pairs in Tweet in G9:
[11] abelinochicasr,nsanabria7 [6] rodrigogu55,abelinochicasr [5] nso,group [4] iluminado,profundo [4] jonatha31965951,abelinochicasr [3] don,iluminado [3] faro,beiioso [3] nsanabria7,persona [3] detectar,software [3] software,pegasus Top Word Pairs in Tweet in G10:
[14] 60,minutes [14] minutes,archive [14] archive,nso [14] nso,group's [14] group's,pegasus [14] pegasus,ผ [14] ผ,าน [14] าน,youtube [14] youtube,คล [14] คล,ปว 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 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:
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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:
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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: