The graph represents a network of 2,098 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, 01 July 2020 at 04:16 UTC.
The requested start date was Wednesday, 01 July 2020 at 00:01 UTC and the maximum number of days (going backward) was 14.
The maximum number of tweets collected was 5,000.
The tweets in the network were tweeted over the 13-day, 21-hour, 49-minute period from Wednesday, 17 June 2020 at 01:42 UTC to Tuesday, 30 June 2020 at 23:31 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 : 2098
Unique Edges : 1342
Edges With Duplicates : 2055
Total Edges : 3397
Number of Edge Types : 5
Replies to : 301
Tweet : 280
Retweet : 930
MentionsInRetweet : 1330
Mentions : 556
Self-Loops : 288
Reciprocated Vertex Pair Ratio : 0.014792899408284
Reciprocated Edge Ratio : 0.0291545189504373
Connected Components : 475
Single-Vertex Connected Components : 154
Maximum Vertices in a Connected Component : 264
Maximum Edges in a Connected Component : 839
Maximum Geodesic Distance (Diameter) : 8
Average Geodesic Distance : 2.983347
Graph Density : 0.000467779791640243
Modularity : 0.615083
NodeXL Version : 1.0.1.437
Data Import : The graph represents a network of 2,098 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, 01 July 2020 at 04:16 UTC.
The requested start date was Wednesday, 01 July 2020 at 00:01 UTC and the maximum number of days (going backward) was 14.
The maximum number of tweets collected was 5,000.
The tweets in the network were tweeted over the 13-day, 21-hour, 49-minute period from Wednesday, 17 June 2020 at 01:42 UTC to Tuesday, 30 June 2020 at 23:31 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:
[217] social,graph [202] social,distancing [143] mps,touch [143] touch,voters [143] economic,values [143] values,graph [143] graph,share [142] people,sharing [142] sharing,cons [142] cons,mps Top Word Pairs in Tweet in G1:
[39] social,graph [27] social,distancing [23] social,media [17] open,graph [10] graph,social [8] meta,data [7] social,distance [6] mask,social [6] add,facebook [6] facebook,open Top Word Pairs in Tweet in G2:
[142] economic,values [141] people,sharing [141] sharing,cons [141] cons,mps [141] mps,touch [141] touch,voters [141] voters,over [141] over,economic [141] values,graph [141] graph,share Top Word Pairs in Tweet in G3:
[105] neural,networks [102] graph,neural [68] expressive,power [68] power,graph [68] lehman,test [67] test,mmbronstein [61] networks,weisefeiler [61] weisefeiler,lehman [56] tdatascience,expressive [23] graph,data Top Word Pairs in Tweet in G4:
[60] cases,graph [60] graph,steep [60] steep,high [60] high,think [60] think,feasible [60] feasible,time [53] today,more [53] more,20k [53] 20k,cases [38] harsh16962868,drrpnishank Top Word Pairs in Tweet in G5:
[69] social,graph [68] big,part [68] part,friction [68] removed,don [68] don,need [68] need,account [68] account,app [68] app,social [68] graph,use [67] friction,zoom Top Word Pairs in Tweet in G6:
[62] holy,much [62] much,more [62] more,right [62] right,woman [62] woman,gdp [62] gdp,one [62] one,part [62] part,measurement [62] measurement,measure [62] measure,happiness Top Word Pairs in Tweet in G7:
[50] graph,feels [50] feels,talk [50] talk,conservative [50] conservative,americans [50] americans,basic [50] basic,social [50] social,services [49] dannyodwyer,graph Top Word Pairs in Tweet in G8:
[57] lovely,followers [57] followers,sent [57] sent,graph [57] graph,re [57] re,#covid [57] #covid,cases [57] cases,rising [57] rising,rapidly [57] rapidly,know [57] know,many Top Word Pairs in Tweet in G9:
[62] graph,powered [58] machine,learning [54] powered,machine [52] learning,essential [52] essential,excerpts [52] excerpts,alessandronegro [52] alessandronegro,manningbooks [52] manningbooks,download [52] download,book [52] book,excerpt 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 G10:
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: