The graph represents a network of 2,118 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, 23 September 2020 at 04:02 UTC.
The requested start date was Wednesday, 23 September 2020 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, 13-hour, 57-minute period from Wednesday, 09 September 2020 at 01:50 UTC to Tuesday, 22 September 2020 at 15:47 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 : 2118
Unique Edges : 1309
Edges With Duplicates : 2010
Total Edges : 3319
Number of Edge Types : 5
Retweet : 894
MentionsInRetweet : 1162
Tweet : 303
Mentions : 690
Replies to : 270
Self-Loops : 316
Reciprocated Vertex Pair Ratio : 0.0191339375629406
Reciprocated Edge Ratio : 0.0375494071146245
Connected Components : 439
Single-Vertex Connected Components : 135
Maximum Vertices in a Connected Component : 289
Maximum Edges in a Connected Component : 797
Maximum Geodesic Distance (Diameter) : 11
Average Geodesic Distance : 3.011199
Graph Density : 0.000451402223914237
Modularity : 0.612282
NodeXL Version : 1.0.1.440
Data Import : The graph represents a network of 2,118 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, 23 September 2020 at 04:02 UTC.
The requested start date was Wednesday, 23 September 2020 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, 13-hour, 57-minute period from Wednesday, 09 September 2020 at 01:50 UTC to Tuesday, 22 September 2020 at 15:47 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:
[273] graph,irresponsible [273] irresponsible,'what [273] 'what,if' [273] if',speculation [273] speculation,again [273] again,future [273] future,scenario [273] scenario,projections [273] projections,contested [272] fox_claire,graph Top Word Pairs in Tweet in G1:
[272] graph,irresponsible [272] irresponsible,'what [272] 'what,if' [272] if',speculation [272] speculation,again [272] again,future [272] future,scenario [272] scenario,projections [272] projections,contested [271] fox_claire,graph Top Word Pairs in Tweet in G2:
[44] social,graph [17] social,media [12] graph,social [9] social,distancing [8] open,graph [8] graph,databases [7] interest,graph [6] crashed,due [6] due,coronavirus [6] coronavirus,leads Top Word Pairs in Tweet in G3:
[44] graph,databases [33] databases,dummies [23] graph,database [17] introducing,graph [16] re,excited [16] excited,announce [16] book,exploring [16] exploring,basics [15] basics,#graphdatabases [14] machine,learning Top Word Pairs in Tweet in G4:
[51] latent,graph [27] graph,neural [27] neural,networks [27] networks,manifold [27] manifold,learning [27] learning,mmbronstein [24] graph,learning [24] learning,perspective [24] perspective,old [24] old,problems Top Word Pairs in Tweet in G5:
[2] stevenm95164330,xbasslichtie [2] xbasslichtie,swanage123 [2] swanage123,baz__17 [2] baz__17,sammyboy1610 [2] sammyboy1610,daviec66 [2] daviec66,audiokid3 [2] audiokid3,countofdown [2] countofdown,theeurogirl Top Word Pairs in Tweet in G7:
[52] labor,day [52] social,media [33] graph,tweet [33] everyone,know [27] one,labor [27] day,graph [27] tweet,social [27] media,send [27] send,everyone [26] davidsirota,one Top Word Pairs in Tweet in G8:
[17] #registros,sociales [15] sistemas,#protecciónsocial [14] deben,mejorar [13] sociales,sistemas [12] países,#américalatina [12] #américalatina,#caribe [12] #caribe,deben [12] covid,19 [11] mejorar,#registros [10] #temporarybasicincome,within Top Word Pairs in Tweet in G9:
[41] ngo,legitimately [41] legitimately,cared [41] cared,migrants [41] migrants,especially [41] especially,ones [41] ones,already [41] already,secondary [41] secondary,safe [41] safe,country [41] country,turkey Top Word Pairs in Tweet in G10:
[25] sweden,destroyed [25] destroyed,covid [25] covid,replaced [25] replaced,immigration [25] immigration,destroyed [25] destroyed,sweden [25] sweden,favorite [25] favorite,headline [25] headline,reporters [24] chrchristensen,sweden Top Replied-To in Entire Graph:
Top Replied-To in G5:
Top Replied-To in G6:
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: