The graph represents a network of 2,889 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, 07 December 2022 at 04:49 UTC.
The requested start date was Wednesday, 07 December 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, 58-minute period from Wednesday, 23 November 2022 at 01:08 UTC to Tuesday, 06 December 2022 at 18:06 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 : 2889
Unique Edges : 1777
Edges With Duplicates : 3632
Total Edges : 5409
Number of Edge Types : 5
Tweet : 496
Retweet : 1648
MentionsInRetweet : 2245
Replies to : 363
Mentions : 657
Self-Loops : 513
Reciprocated Vertex Pair Ratio : 0.0113012592831773
Reciprocated Edge Ratio : 0.0223499361430396
Connected Components : 539
Single-Vertex Connected Components : 225
Maximum Vertices in a Connected Component : 1355
Maximum Edges in a Connected Component : 3163
Maximum Geodesic Distance (Diameter) : 17
Average Geodesic Distance : 4.987562
Graph Density : 0.000375385093328501
Modularity : 0.56138
NodeXL Version : 1.0.1.508
Data Import : The graph represents a network of 2,889 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, 07 December 2022 at 04:49 UTC.
The requested start date was Wednesday, 07 December 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, 58-minute period from Wednesday, 23 November 2022 at 01:08 UTC to Tuesday, 06 December 2022 at 18:06 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:
[1626] social,graph [878] lens,protocol [795] web3,social [700] protocol,web3 [600] social,networks [569] networks,backed [569] graph,transforming [569] backed,brightest [569] transforming,social [568] guide,lens Top Word Pairs in Tweet in G1:
[570] lens,protocol [564] protocol,web3 [564] social,graph [559] lens,airdrop [559] backed,brightest [559] web3,social [559] guide,lens [559] airdrop,guide [559] graph,transforming [559] social,networks Top Word Pairs in Tweet in G2:
[336] social,graph [270] lens,protocol [177] web3,social [122] protocol,web3 [120] social,thesis [119] protocol,novel [119] novel,social [119] protocol,built [119] thesis,lens [119] built,stanikulechov Top Word Pairs in Tweet in G3:
[235] social,graph [41] state,cryptocurrency [41] cryptocurrency,nft [41] twitter,seen [41] nft,twitter [41] seen,social [30] social,media [27] graph,needs [20] tm,power [18] web3,social Top Word Pairs in Tweet in G4:
[44] social,graph [5] social,media [4] mastodon,server [3] those,agree [3] graph,upfront [3] live,run [3] giving,preference [3] share,social [3] twitter,except [3] queries,blog Top Word Pairs in Tweet in G5:
[80] graph,network [80] substreams,firehose [79] don,think [79] data,sources [79] network,integrates [79] networks,file [79] integrates,substreams [79] firehose,networks [79] sources,oracle [79] yanivgraph,graph Top Word Pairs in Tweet in G6:
[59] hope,re [59] wish,luck [59] social,meeting [59] meeting,graph [59] re,ready [59] go,social [59] luck,hope [59] graph,wish [58] orangebowl,go Top Word Pairs in Tweet in G7:
[56] social,graph [25] 2大web3,social [25] galxe,や [25] protocolについてメモ,φ [25] ー,cyberconnecthq [25] cyberconnecthq,では現在ユーザー数no [25] graph,protocolについてメモ [25] や,link3to [25] φ,ー [25] link3to,などのクレデンシャルデータ関連製品が人気 Top Word Pairs in Tweet in G8:
[55] easily,become [55] become,public [55] public,obviously [55] messages,secure [55] guys,everyone [55] secure,easily [55] knows,messages [55] yes,reply [55] everyone,knows [55] reply,guys Top Word Pairs in Tweet in G9:
[10] social,graph [6] web3,social [4] formation,highly [4] graph,sharing [4] referrals,users [4] social,referrals [4] users,establish [4] establish,monetize [4] community,formation [4] highly,leveraged Top Word Pairs in Tweet in G10:
[38] rates,highest [38] highest,rate [38] learn,prevention [38] prevention,longer [38] rate,30s [38] look,suicide [38] 30s,unemployment [38] longer,look [38] suicide,rates [37] unemployment,hig Top Replied-To in Entire Graph:
Top Replied-To in G2:
Top Replied-To in G4:
Top Replied-To in G5:
Top Replied-To in G7:
Top Replied-To in G9:
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:
Top Tweeters in G3:
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: