The graph represents a network of 1,196 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, 16 December 2020 at 05:02 UTC.
The requested start date was Wednesday, 16 December 2020 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, 18-hour, 5-minute period from Wednesday, 02 December 2020 at 01:41 UTC to Tuesday, 15 December 2020 at 19:47 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 : 1196
Unique Edges : 784
Edges With Duplicates : 844
Total Edges : 1628
Number of Edge Types : 5
Tweet : 208
Retweet : 345
MentionsInRetweet : 430
Mentions : 409
Replies to : 236
Self-Loops : 210
Reciprocated Vertex Pair Ratio : 0.0205761316872428
Reciprocated Edge Ratio : 0.0403225806451613
Connected Components : 320
Single-Vertex Connected Components : 90
Maximum Vertices in a Connected Component : 122
Maximum Edges in a Connected Component : 359
Maximum Geodesic Distance (Diameter) : 6
Average Geodesic Distance : 2.604088
Graph Density : 0.000694084885462
Modularity : 0.628044
NodeXL Version : 1.0.1.441
Data Import : The graph represents a network of 1,196 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, 16 December 2020 at 05:02 UTC.
The requested start date was Wednesday, 16 December 2020 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, 18-hour, 5-minute period from Wednesday, 02 December 2020 at 01:41 UTC to Tuesday, 15 December 2020 at 19:47 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:
[265] social,graph [188] 12,2020 [157] social,media [102] 2020,00 [94] nene,social [94] graph,date [94] weibo,硬糖少女303 [94] 硬糖少女303,郑乃馨 [91] nenecharts,nene [86] 2020,18 Top Word Pairs in Tweet in G1:
[54] social,graph [25] graph,needs [19] social,media [19] tm,power [10] power,big [10] big,data [10] data,social [9] social,network [7] graph,data [7] open,graph Top Word Pairs in Tweet in G2:
[88] social,media [44] trying,spread [44] media,well [44] well,team [44] team,techie [44] techie,graph [44] graph,infosys [44] infosys,professional [44] professional,digital [44] digital,marketing Top Word Pairs in Tweet in G3:
[188] 12,2020 [102] 2020,00 [94] nene,social [94] social,graph [94] graph,date [94] weibo,硬糖少女303 [94] 硬糖少女303,郑乃馨 [91] nenecharts,nene [86] 2020,18 [51] 00,00 Top Word Pairs in Tweet in G4:
[52] again,show [52] show,excellent [52] excellent,video [52] video,councils [52] councils,mislead [52] mislead,residents [52] residents,outside [52] outside,ltns [52] ltns,graph [52] graph,show Top Word Pairs in Tweet in G5:
[22] graph,data [11] graph,database [9] data,science [9] white,paper [9] #graphcast,featuring [9] featuring,chat [9] ceo,founder [9] founder,emil [9] emil,eifrem [9] eifrem,future Top Word Pairs in Tweet in G6:
[35] graph,exact [35] exact,opposite [35] opposite,see [35] see,less [35] less,weeks [35] weeks,before [35] before,restrictions [35] restrictions,eased [35] eased,allow [34] benkentish,graph Top Word Pairs in Tweet in G8:
[12] green,party [12] party,social [12] social,graph [8] graph,includes [8] parties,clickable [8] clickable,facebook [7] release,green [7] includes,local [7] local,parties [7] facebook,groups Top Word Pairs in Tweet in G9:
[4] prevalencia,algunas [4] algunas,principales [4] principales,enfermedades [4] enfermedades,transmisibles [4] transmisibles,#américalatina [4] #américalatina,#caribe [4] #caribe,dejado [3] abordar,#covid19 [3] #covid19,sindemia [3] sindemia,invita Top Word Pairs in Tweet in G10:
[6] fang,leveraging [5] ngnvnhng,preslav_nakov [5] leveraging,#social [5] #social,context [5] context,#fakenews [5] #fakenews,#detection [5] #detection,using [5] using,#graph [5] #graph,representation [5] representation,ngnvnhng Top Replied-To in Entire Graph:
Top Replied-To in G2:
Top Replied-To in G5:
Top Replied-To in G7:
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Top Mentioned in Entire Graph:
Top Mentioned in G1:
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Top Mentioned in G4:
Top Mentioned in G5:
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Top Mentioned in G10:
Top Tweeters in Entire Graph:
Top Tweeters in G1:
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Top Tweeters in G10: