The graph represents a network of 1,233 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, 19 January 2022 at 05:05 UTC.
The requested start date was Wednesday, 19 January 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, 15-hour, 56-minute period from Wednesday, 05 January 2022 at 01:42 UTC to Tuesday, 18 January 2022 at 17:38 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 : 1233
Unique Edges : 912
Edges With Duplicates : 888
Total Edges : 1800
Number of Edge Types : 5
Tweet : 225
Retweet : 337
MentionsInRetweet : 510
Mentions : 512
Replies to : 216
Self-Loops : 228
Reciprocated Vertex Pair Ratio : 0.0096830985915493
Reciprocated Edge Ratio : 0.019180470793374
Connected Components : 338
Single-Vertex Connected Components : 106
Maximum Vertices in a Connected Component : 106
Maximum Edges in a Connected Component : 275
Maximum Geodesic Distance (Diameter) : 8
Average Geodesic Distance : 2.623974
Graph Density : 0.000755074203979313
Modularity : 0.66087
NodeXL Version : 1.0.1.447
Data Import : The graph represents a network of 1,233 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, 19 January 2022 at 05:05 UTC.
The requested start date was Wednesday, 19 January 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, 15-hour, 56-minute period from Wednesday, 05 January 2022 at 01:42 UTC to Tuesday, 18 January 2022 at 17:38 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:
[306] social,graph [171] social,media [69] cleverest,bit [69] bit,wordle [69] wordle,social [69] media,presence [69] presence,best [69] best,thing [69] thing,wordle [69] wordle,graphic Top Word Pairs in Tweet in G1:
[76] social,graph [34] graph,needs [26] social,media [23] tm,power [21] social,network [14] graph,based [14] based,recommendation [14] recommendation,system [14] system,neptune [14] neptune,ml Top Word Pairs in Tweet in G2:
[69] cleverest,bit [69] bit,wordle [69] wordle,social [69] social,media [69] media,presence [69] presence,best [69] best,thing [69] thing,wordle [69] wordle,graphic [69] graphic,design Top Word Pairs in Tweet in G3:
[3] roarbro,quisitive6 [3] fridgeboris,michael80789776 [3] fibbymcfibface,rupert_lescott [3] rupert_lescott,joelbaccas [3] joelbaccas,randykite [3] randykite,andrewknight226 [3] andrewknight226,nigethugrug [3] nigethugrug,free_wales [3] free_wales,mralignit [3] suastusa,petraspics66 Top Word Pairs in Tweet in G4:
[55] social,graph [24] graph,protocol [18] web3,social [14] official,projectgalaxyhq [14] projectgalaxyhq,integrated [14] integrated,api [14] api,part [14] part,social [14] protocol,family [14] family,check Top Word Pairs in Tweet in G5:
[2] dointhebiz1,kushty9 [2] kushty9,carmic3 [2] carmic3,isthisab0t [2] isthisab0t,pjnichols [2] pjnichols,omisan63879530 [2] omisan63879530,scotfax [2] scotfax,olongmarvin [2] olongmarvin,incubatorman [2] incubatorman,mossway Top Word Pairs in Tweet in G6:
[27] 2022,decentralized [27] decentralized,id [27] id,system [27] system,watch [27] watch,list [27] list,collab_land_ [27] collab_land_,proof [27] proof,discord [27] discord,gleamapp [27] gleamapp,proof Top Word Pairs in Tweet in G7:
[25] recommendation,system [25] system,neptune [22] #ai,#machinelearning [21] neptune,#bigdata [21] #bigdata,#analytics [21] #analytics,#datascience [21] #datascience,#ai [21] #machinelearning,#iot [21] #iot,#iiot [21] #iiot,#pytorch Top Word Pairs in Tweet in G8:
[23] spain,government [23] government,increased [23] increased,jobs [23] jobs,each [23] each,private [23] private,sector [23] sector,job [23] job,created [23] created,crisis [23] crisis,boost Top Word Pairs in Tweet in G9:
[21] social,graph [11] likes,comments [10] desoprotocol,cdixon [10] cdixon,key [10] key,social [10] graph,big [10] big,reason [10] reason,storing [10] storing,social [10] social,content Top Word Pairs in Tweet in G10:
[11] machine,learning [9] graph,machine [9] learning,python [9] python,part [9] part,unsupervised [9] unsupervised,learning [9] learning,animadurkar [6] tdatascience,graph [5] knowledge,graph [3] graph,database Top Replied-To in Entire Graph:
Top Replied-To in G3:
Top Replied-To in G4:
Top Replied-To in G5:
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: