The graph represents a network of 1,724 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, 22 June 2022 at 03:49 UTC.
The requested start date was Wednesday, 22 June 2022 at 00:01 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, 5-minute period from Wednesday, 08 June 2022 at 01:18 UTC to Tuesday, 21 June 2022 at 17:23 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 : 1724
Unique Edges : 1331
Edges With Duplicates : 1859
Total Edges : 3190
Number of Edge Types : 5
Retweet : 826
MentionsInRetweet : 1290
Replies to : 251
Mentions : 541
Tweet : 282
Self-Loops : 285
Reciprocated Vertex Pair Ratio : 0.0101988781234064
Reciprocated Edge Ratio : 0.0201918223119637
Connected Components : 356
Single-Vertex Connected Components : 131
Maximum Vertices in a Connected Component : 401
Maximum Edges in a Connected Component : 1161
Maximum Geodesic Distance (Diameter) : 11
Average Geodesic Distance : 3.708797
Graph Density : 0.000666901872172989
Modularity : 0.597252
NodeXL Version : 1.0.1.449
Data Import : The graph represents a network of 1,724 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, 22 June 2022 at 03:49 UTC.
The requested start date was Wednesday, 22 June 2022 at 00:01 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, 5-minute period from Wednesday, 08 June 2022 at 01:18 UTC to Tuesday, 21 June 2022 at 17:23 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:
[680] social,graph [198] people,graph [198] graph,big [198] big,fan [198] fan,visual [198] visual,representations [198] representations,data [198] data,using [198] using,'people [198] 'people,graph' Top Word Pairs in Tweet in G1:
[198] people,graph [198] graph,big [198] big,fan [198] fan,visual [198] visual,representations [198] representations,data [198] data,using [198] using,'people [198] 'people,graph' [198] graph',easy Top Word Pairs in Tweet in G2:
[123] social,graph [36] term,social [36] graph,really [36] really,started [36] started,taking [36] taking,facebook's [36] facebook's,first [36] first,f8 [36] f8,conference [36] conference,2007 Top Word Pairs in Tweet in G3:
[105] social,graph [29] social,media [29] graph,needs [25] tm,power [18] social,network [10] decentralized,social [9] open,graph [7] data,social [6] lens,protocol [6] media,platforms Top Word Pairs in Tweet in G4:
[144] social,graph [56] decentralized,social [56] web3,social [50] blockworks_,thrilled [50] thrilled,welcome [50] welcome,lensprotocol [50] lensprotocol,partner [50] partner,#lens [50] #lens,web3 [49] digital_diary1,blockworks_ Top Word Pairs in Tweet in G5:
[48] social,graph [41] thecryptoblade,relationlabs [20] relation,labs [17] value,explorer [16] data,ownership [15] explorer,web3 [14] multi,chain [14] web3,social [14] ic,one [14] one,ic Top Word Pairs in Tweet in G6:
[44] tiktok,exec [44] exec,facebook [44] facebook,social [44] social,platform [44] platform,ve [44] ve,built [44] built,algorithms [44] algorithms,based [44] based,social [44] social,graph Top Word Pairs in Tweet in G7:
[3] announcing,verida [3] verida,#graphhack2022 [3] #graphhack2022,bounty [3] bounty,winners [3] winners,congratulations [3] congratulations,social [3] social,3k [3] 3k,verifirearm [3] verifirearm,health [3] health,wellness Top Word Pairs in Tweet in G8:
[14] computational,fabric [14] fabric,graph [14] graph,neural [14] neural,networks [14] networks,mmbronstein [13] graphgps,navigating [13] navigating,graph [13] graph,transformers [13] transformers,michael [13] michael,galkin Top Word Pairs in Tweet in G9:
[22] social,graph [15] general,misconception [15] misconception,desoc [15] desoc,intended [15] intended,make [15] make,visible [15] visible,social [15] graph,public [15] public,panopticon [15] panopticon,way Top Word Pairs in Tweet in G10:
[21] day,finally [21] finally,come [21] come,starmen [21] starmen,re [21] re,thrilled [21] thrilled,launch [21] launch,#sographdotxyz [21] #sographdotxyz,landing [21] landing,fasten [21] fasten,seatbelt Top Replied-To in Entire Graph:
Top Replied-To in G2:
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Top Mentioned in Entire Graph:
Top Mentioned in G1:
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Top Tweeters in Entire Graph:
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Top Tweeters in G10: