The graph represents a network of 3,784 Twitter users whose tweets in the requested range contained "social graph", or who were replied to or mentioned in those tweets. The network was obtained from the NodeXL Graph Server on Wednesday, 23 November 2022 at 04:50 UTC.
The requested start date was Wednesday, 23 November 2022 at 01:01 UTC and the maximum number of days (going backward) was 14.
The maximum number of tweets collected was 7,500.
The tweets in the network were tweeted over the 6-day, 20-hour, 37-minute period from Tuesday, 15 November 2022 at 21:08 UTC to Tuesday, 22 November 2022 at 17:45 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 : 3784
Unique Edges : 1743
Edges With Duplicates : 5249
Total Edges : 6992
Number of Edge Types : 5
Retweet : 2477
MentionsInRetweet : 3099
Tweet : 427
Replies to : 356
Mentions : 633
Self-Loops : 438
Reciprocated Vertex Pair Ratio : 0.00615700359158543
Reciprocated Edge Ratio : 0.0122386537480877
Connected Components : 560
Single-Vertex Connected Components : 255
Maximum Vertices in a Connected Component : 774
Maximum Edges in a Connected Component : 1546
Maximum Geodesic Distance (Diameter) : 11
Average Geodesic Distance : 2.633241
Graph Density : 0.000273980794239725
Modularity : 0.557105
NodeXL Version : 1.0.1.508
Data Import : The graph represents a network of 3,784 Twitter users whose tweets in the requested range contained "social graph", or who were replied to or mentioned in those tweets. The network was obtained from the NodeXL Graph Server on Wednesday, 23 November 2022 at 04:50 UTC.
The requested start date was Wednesday, 23 November 2022 at 01:01 UTC and the maximum number of days (going backward) was 14.
The maximum number of tweets collected was 7,500.
The tweets in the network were tweeted over the 6-day, 20-hour, 37-minute period from Tuesday, 15 November 2022 at 21:08 UTC to Tuesday, 22 November 2022 at 17:45 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 : GraphServerTwitterSearch
Graph Term : social graph
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:
[1096] social,graph [785] network,effects [782] follow,graph [779] friend,graph [778] twitter,built [777] graph,friend [777] built,follow [776] break,twitter [776] incredibly,hard [776] effects,incredibly Top Word Pairs in Tweet in G1:
[773] network,effects [773] follow,graph [772] graph,friend [772] built,follow [772] break,twitter [772] twitter,built [772] friend,graph [772] incredibly,hard [772] effects,incredibly [772] hard,break Top Word Pairs in Tweet in G2:
[525] social,security [524] graph,showing [524] showing,low [524] effect,showing [524] low,social [524] side,effect [524] security,benefits [524] benefits,unintended [524] unintended,side [523] bestforbritain,graph Top Word Pairs in Tweet in G3:
[236] social,graph [56] seen,social [56] twitter,seen [56] state,cryptocurrency [56] nft,twitter [56] cryptocurrency,nft [21] social,media [12] graph,needs [12] business,process [11] twitter,social Top Word Pairs in Tweet in G4:
[51] social,graph [46] lensprotocol,lens [42] fabriguespe,devrel [42] future,fabriguespe [42] build,dapps [42] decentralised,future [42] devrel,engineer [42] dapps,drive [42] drive,decentralised [42] engineer,lensprotocol Top Word Pairs in Tweet in G5:
[110] one,comprehensive [110] anywhere,world [110] country,one [110] proud,live [110] nets,anywhere [110] comprehensive,safety [110] jeremy,hunt [110] live,country [110] safety,nets [110] hunt,proud Top Word Pairs in Tweet in G6:
[100] according,graph [100] hour,take [100] hour,next [100] next,hour [100] take,advantage [100] slow,down [100] down,during [100] during,hour [100] advantage,start [100] usually,slow Top Word Pairs in Tweet in G7:
[158] lens,protocol [88] social,graph [79] web3,social [78] graph,protocol [78] social,thesis [77] protocol,novel [77] protocol,web3 [77] novel,social [77] thesis,lens [77] protocol,built Top Word Pairs in Tweet in G8:
[73] social,graph [44] decentralized,social [39] cyberconnecthq,link3to [38] strategic,partnership [38] link3to,mirgamefi [38] mirgamefi,reached [38] reached,strategic [38] #cyberconnect,decentralized [38] partnership,#cyberconnect [37] defi_eagle,cyberconnecthq Top Word Pairs in Tweet in G9:
[75] social,graph [59] download,contain [59] lists,followers [59] graph,lists [59] followers,followees [59] twitter,data [59] contain,social [59] warning,twitter [59] data,download [58] marcan42,warning Top Word Pairs in Tweet in G10:
[51] social,graph [42] mastodon,migration [42] thing,great [42] migration,holes [42] holes,tearing [42] graph,twitter [42] great,mastodon [42] annoying,thing [42] tearing,social [41] cstross,annoying Top Replied-To in Entire Graph:
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Top Mentioned in Entire Graph:
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Top Tweeters in Entire Graph:
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