The graph represents a network of 3,462 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, 09 September 2020 at 04:05 UTC.
The requested start date was Wednesday, 09 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 11-day, 13-hour, 25-minute period from Friday, 28 August 2020 at 02:08 UTC to Tuesday, 08 September 2020 at 15:33 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 : 3462
Unique Edges : 727
Edges With Duplicates : 5609
Total Edges : 6336
Number of Edge Types : 5
Retweet : 2720
MentionsInRetweet : 2822
Tweet : 217
Mentions : 386
Replies to : 191
Self-Loops : 225
Reciprocated Vertex Pair Ratio : 0.00301659125188537
Reciprocated Edge Ratio : 0.00601503759398496
Connected Components : 324
Single-Vertex Connected Components : 90
Maximum Vertices in a Connected Component : 2297
Maximum Edges in a Connected Component : 4666
Maximum Geodesic Distance (Diameter) : 8
Average Geodesic Distance : 2.380395
Graph Density : 0.000277499999582707
Modularity : 0.44004
NodeXL Version : 1.0.1.440
Data Import : The graph represents a network of 3,462 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, 09 September 2020 at 04:05 UTC.
The requested start date was Wednesday, 09 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 11-day, 13-hour, 25-minute period from Friday, 28 August 2020 at 02:08 UTC to Tuesday, 08 September 2020 at 15:33 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:
[2412] social,media [2284] labor,day [1846] everyone,know [1845] graph,tweet [1714] day,graph [1712] one,labor [1712] tweet,social [1712] media,send [1712] send,everyone [1711] davidsirota,one Top Word Pairs in Tweet in G1:
[1808] labor,day [1808] social,media [1807] graph,tweet [1807] everyone,know [1680] one,labor [1680] day,graph [1680] tweet,social [1680] media,send [1680] send,everyone [1679] davidsirota,one Top Word Pairs in Tweet in G2:
[468] social,media [468] labor,day [433] forward,graph [433] graph,family [433] family,friends [433] friends,social [433] media,feeds [433] feeds,labor [433] day,remind [433] remind,everyone Top Word Pairs in Tweet in G3:
[33] social,graph [19] social,media [10] covid,19 [9] social,distancing [9] open,graph [9] graph,meta [9] meta,tags [8] optimize,open [8] tags,wordpress [8] wordpress,#socialmediamarketing Top Word Pairs in Tweet in G4:
[48] registros,sociales [43] países,#lac [31] inclusion,requires [31] requires,capacity [31] capacity,rapidly [31] rapidly,expanding [31] expanding,#cashtransfers [31] #cashtransfers,partially [31] partially,mitigated [31] mitigated,impact Top Word Pairs in Tweet in G5:
[30] graph,algorithms [26] build,recommendation [26] recommendation,system [26] system,graph [26] graph,database [26] database,using [26] using,latent [26] latent,factor [26] factor,model [26] model,changran Top Word Pairs in Tweet in G6:
[56] social,media [53] media,boosted [53] boosted,conspiracy [53] conspiracy,theories [51] theories,one [50] one,graph [50] graph,measures [50] measures,rothschild [50] rothschild,common [50] common,name Top Word Pairs in Tweet in G7:
[8] interview,robert [8] robert,allison [8] best,blog [8] blog,archives [7] graph,technology [7] business,users [7] users,minute [7] minute,interview [7] allison,kineviz [6] graph,data Top Word Pairs in Tweet in G8:
[33] lincolnsbible,pernicious [33] pernicious,part [33] part,russia [33] russia,malign [33] malign,actors [33] actors,access [33] access,broader [33] broader,social [33] social,connections [32] zevshalev,lincolnsbible Top Word Pairs in Tweet in G9:
[28] b4,built [28] built,massive [28] massive,infra [28] infra,2013 [28] 2013,16 [28] 16,building [28] building,infra [28] infra,base [28] base,schools [28] schools,under Top Word Pairs in Tweet in G10:
[23] shown,graph [23] graph,boone [23] boone,county [23] county,experienced [23] experienced,increased [23] increased,spread [23] spread,covid [23] covid,19 [23] 19,virus [23] virus,last Top Replied-To in Entire Graph:
Top Replied-To in G6:
Top Replied-To in G7:
Top Replied-To in G8:
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: