The graph represents a network of 4,716 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, 30 November 2022 at 04:51 UTC.
The requested start date was Wednesday, 30 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 13-day, 16-hour, 13-minute period from Wednesday, 16 November 2022 at 01:35 UTC to Tuesday, 29 November 2022 at 17:48 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 : 4716
Unique Edges : 2736
Edges With Duplicates : 6236
Total Edges : 8972
Number of Edge Types : 5
Retweet : 2874
MentionsInRetweet : 3892
Tweet : 667
Replies to : 561
Mentions : 978
Self-Loops : 686
Reciprocated Vertex Pair Ratio : 0.0093841642228739
Reciprocated Edge Ratio : 0.0185938407902382
Connected Components : 795
Single-Vertex Connected Components : 363
Maximum Vertices in a Connected Component : 1882
Maximum Edges in a Connected Component : 4537
Maximum Geodesic Distance (Diameter) : 15
Average Geodesic Distance : 6.072882
Graph Density : 0.000232191668083292
Modularity : 0.571091
NodeXL Version : 1.0.1.508
Data Import : The graph represents a network of 4,716 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, 30 November 2022 at 04:51 UTC.
The requested start date was Wednesday, 30 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 13-day, 16-hour, 13-minute period from Wednesday, 16 November 2022 at 01:35 UTC to Tuesday, 29 November 2022 at 17:48 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:
[1706] social,graph [822] network,effects [817] follow,graph [813] friend,graph [812] twitter,built [811] built,follow [811] graph,friend [810] incredibly,hard [810] hard,break [810] break,twitter Top Word Pairs in Tweet in G1:
[806] network,effects [806] follow,graph [805] graph,friend [805] built,follow [805] break,twitter [805] twitter,built [805] friend,graph [805] incredibly,hard [805] effects,incredibly [805] hard,break Top Word Pairs in Tweet in G2:
[408] lens,protocol [393] social,graph [233] web3,social [178] social,thesis [178] graph,protocol [177] protocol,novel [177] thesis,lens [177] crypto_mckenna,lens [177] protocol,web3 [177] built,stanikulechov Top Word Pairs in Tweet in G3:
[360] social,graph [93] state,cryptocurrency [93] cryptocurrency,nft [93] twitter,seen [93] nft,twitter [93] seen,social [34] social,media [24] graph,needs [21] decentralized,social [20] web3,social Top Word Pairs in Tweet in G4:
[274] social,security [273] graph,showing [273] showing,low [273] effect,showing [273] low,social [273] side,effect [273] security,benefits [273] benefits,unintended [273] unintended,side [272] bestforbritain,graph Top Word Pairs in Tweet in G5:
[76] social,graph [13] account,portability [13] accountability,users [13] portability,person [13] online,identity [13] identity,owned [13] person,online [13] owned,corporations [13] corporations,accountability [12] bluesky,account Top Word Pairs in Tweet in G6:
[110] comprehensive,safety [110] nets,anywhere [110] anywhere,world [110] jeremy,hunt [110] live,country [110] safety,nets [110] hunt,proud [110] one,comprehensive [110] proud,live [110] country,one Top Word Pairs in Tweet in G7:
[75] social,graph [43] mastodon,migration [43] thing,great [43] migration,holes [43] holes,tearing [43] graph,twitter [43] great,mastodon [43] annoying,thing [43] tearing,social [42] cstross,annoying Top Word Pairs in Tweet in G8:
[99] social,graph [52] decentralized,social [40] cyberconnecthq,link3to [39] #cyberconnect,decentralized [39] partnership,#cyberconnect [39] strategic,partnership [39] reached,strategic [39] mirgamefi,reached [39] link3to,mirgamefi [38] defi_eagle,cyberconnecthq Top Word Pairs in Tweet in G9:
[102] according,graph [102] hour,take [102] hour,next [102] next,hour [102] take,advantage [102] slow,down [102] down,during [102] during,hour [102] advantage,start [102] usually,slow Top Word Pairs in Tweet in G10:
[77] social,graph [64] monetize,day [63] day,one [63] graph,content [62] content,monetize [61] world,creators [61] creators,owned [61] owned,social [61] imagine,world [60] one,depende 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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