The graph represents a network of 2,902 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, 11 May 2022 at 03:50 UTC.
The requested start date was Wednesday, 11 May 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, 18-hour, 4-minute period from Wednesday, 27 April 2022 at 00:02 UTC to Tuesday, 10 May 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 : 2902
Unique Edges : 1523
Edges With Duplicates : 3991
Total Edges : 5514
Number of Edge Types : 5
Replies to : 306
Mentions : 954
Retweet : 1751
MentionsInRetweet : 2167
Tweet : 336
Self-Loops : 352
Reciprocated Vertex Pair Ratio : 0.00797077382929259
Reciprocated Edge Ratio : 0.0158154859967051
Connected Components : 430
Single-Vertex Connected Components : 150
Maximum Vertices in a Connected Component : 975
Maximum Edges in a Connected Component : 2313
Maximum Geodesic Distance (Diameter) : 13
Average Geodesic Distance : 3.11706
Graph Density : 0.000360506880989492
Modularity : 0.536799
NodeXL Version : 1.0.1.449
Data Import : The graph represents a network of 2,902 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, 11 May 2022 at 03:50 UTC.
The requested start date was Wednesday, 11 May 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, 18-hour, 4-minute period from Wednesday, 27 April 2022 at 00:02 UTC to Tuesday, 10 May 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:
[1560] social,graph [752] social,connections [748] graph,more [746] mapping,social [745] more,50 [745] 50,000 [745] 000,social [745] connections,quickly [745] quickly,reaching [745] reaching,#web3 Top Word Pairs in Tweet in G1:
[1028] social,graph [738] mapping,social [738] graph,more [738] more,50 [738] 50,000 [738] 000,social [738] social,connections [738] connections,quickly [738] quickly,reaching [738] reaching,#web3 Top Word Pairs in Tweet in G2:
[74] social,graph [55] powered,lens [54] pro,tip [54] tip,agree [54] agree,frontend's [54] frontend's,policy [54] policy,powered [54] lens,profile [54] profile,portable [54] portable,move Top Word Pairs in Tweet in G3:
[112] social,graph [29] social,media [24] graph,needs [13] tm,power [9] decentralized,social [9] arcgis,knowledge [8] graph,social [7] social,network [7] graph,protocol [7] social,networks Top Word Pairs in Tweet in G4:
[123] web3graph,next [123] next,generation [123] generation,event [123] event,driven [123] driven,social [123] social,graphs [123] graphs,#web3 [123] #web3,provides [123] provides,more [123] more,sophisticated Top Word Pairs in Tweet in G5:
[120] day,87 [120] 87,nfts [120] nfts,underrated [120] underrated,see [120] see,jpegs [120] jpegs,buidlers [120] buidlers,know [120] know,true [120] true,potential [120] potential,nfts Top Word Pairs in Tweet in G6:
[73] social,graph [19] decentralized,social [18] graph,protocol [12] web3,social [9] cyberconnecthq,building [9] graph,infrastructure [9] cyberconnecthq,decentralized [7] building,social [7] ownership,social [6] social,networks Top Word Pairs in Tweet in G7:
[70] tdatascience,graph [42] python,part [40] part,supervised [40] supervised,semi [40] semi,supervised [40] supervised,learning [40] learning,animadurkar [36] graph,machine [36] machine,learning [36] learning,python Top Word Pairs in Tweet in G8:
[47] realitygirlzine,graph [46] lespauljunior3,realitygirlzine [46] graph,cass [46] cass,review [46] review,gids [46] gids,sobering [46] internet,enabled [46] enabled,social [46] social,mania [46] mania,one Top Word Pairs in Tweet in G9:
[25] social,media [3] thing,social [2] making,money [2] money,social [2] media,business [2] business,spending [2] spending,sizable [2] sizable,amount [2] amount,time [2] pressure,social Top Word Pairs in Tweet in G10:
[17] mining,data [17] data,provided [17] provided,users [17] users,integrate [17] integrate,data [17] data,database [17] database,according [17] according,#web3graph [17] #web3graph,protocol [17] protocol,thus Top Replied-To in Entire Graph:
Top Replied-To in G1:
Top Replied-To in G2:
Top Replied-To in G6:
Top Replied-To in G8:
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: