The graph represents a network of 2,837 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 Thursday, 12 December 2019 at 19:31 UTC.
The requested start date was Thursday, 12 December 2019 at 01:01 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, 22-hour, 57-minute period from Thursday, 28 November 2019 at 01:56 UTC to Thursday, 12 December 2019 at 00:53 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 : 2837
Unique Edges : 4324
Edges With Duplicates : 275
Total Edges : 4599
Number of Edge Types : 3
Mentions : 4272
Replies to : 141
Tweet : 186
Self-Loops : 186
Reciprocated Vertex Pair Ratio : 0.00422832980972516
Reciprocated Edge Ratio : 0.00842105263157895
Connected Components : 269
Single-Vertex Connected Components : 77
Maximum Vertices in a Connected Component : 1369
Maximum Edges in a Connected Component : 1965
Maximum Geodesic Distance (Diameter) : 8
Average Geodesic Distance : 2.042592
Graph Density : 0.000531337608560663
Modularity : 0.685991
NodeXL Version : 1.0.1.422
Data Import : The graph represents a network of 2,837 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 Thursday, 12 December 2019 at 19:31 UTC.
The requested start date was Thursday, 12 December 2019 at 01:01 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, 22-hour, 57-minute period from Thursday, 28 November 2019 at 01:56 UTC to Thursday, 12 December 2019 at 00:53 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:
[1362] #factcheck,homelessness [1362] homelessness,going [1362] going,down [1362] toxic,combination [1362] combination,spiralling [1362] spiralling,rents [1362] rents,freeze [1362] freeze,#housingbenefit [1360] down,toxic [1360] #housingbenefit,nowhere Top Word Pairs in Tweet in G1:
[1357] #factcheck,homelessness [1357] homelessness,going [1357] going,down [1357] down,toxic [1357] toxic,combination [1357] combination,spiralling [1357] spiralling,rents [1357] rents,freeze [1357] freeze,#housingbenefit [1357] #housingbenefit,nowhere Top Word Pairs in Tweet in G2:
[243] artist,youtube [243] youtube,viewcount [243] viewcount,social [243] social,graph [243] graph,youtube [243] youtube,instagram [243] instagram,twitter [243] twitter,fan [243] fan,cafe [243] cafe,facebook Top Word Pairs in Tweet in G3:
[169] kpopradar_blip,ateezofficial [169] ateezofficial,ateez_spain [169] ateez_spain,ateez_global [169] ateez_global,ateezcostarica [169] ateezcostarica,ateezud [169] ateezud,ateez_charts [169] ateez_charts,dreamcatcher_ph [169] dreamcatcher_ph,dreamcatcherus_ [169] dreamcatcherus_,myk [23] kpopradar_blip,#dreamcatcher's Top Word Pairs in Tweet in G4:
[62] graph,tells [62] tells,using [62] using,#socialmedia [58] #socialmedia,#technology [55] wef,graph [13] located,social [13] social,network [13] network,use [13] use,nodexl [13] nodexl,understand Top Word Pairs in Tweet in G5:
[23] social,graph [16] social,media [4] open,graph [4] social,network [4] graph,social [3] social,networks [3] graph,theory [3] facebook,social [3] measuring,social [3] social,bias Top Word Pairs in Tweet in G6:
[23] living,free [23] free,violence [23] violence,human [23] human,right [23] right,fundamental [23] fundamental,functioning [23] functioning,allows [23] allows,women [23] women,pursue [23] pursue,lives Top Word Pairs in Tweet in G7:
[7] #neo4j,#graphdatabase [7] dive,#cypher [7] #cypher,widely [7] widely,deployed [7] deployed,graph [7] graph,query [7] query,language [7] language,kickstart [7] kickstart,journey [7] journey,#graphmodeling Top Word Pairs in Tweet in G8:
[26] social,networks [16] graph,#machinelearning [16] #machinelearning,identify [16] identify,hate [16] hate,speech [16] speech,online [16] online,social [16] networks,#kdn [15] kdnuggets,graph [12] exponential,random Top Word Pairs in Tweet in G9:
[20] graph,economic [20] economic,impact [20] impact,chile's [20] chile's,protests [20] protests,wild [20] wild,business [19] jpspinetto,graph Top Word Pairs in Tweet in G10:
[16] social,graph [15] interactive,social [15] graph,shows [15] shows,cybernetics [15] cybernetics,connects [15] connects,computing [15] computing,counterculture [15] counterculture,design [15] design,featuring [15] featuring,long Top Replied-To in Entire Graph:
Top Replied-To in G1:
Top Replied-To in G2:
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 G6:
Top Mentioned in G7:
Top Mentioned in G8:
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Top Mentioned in G10:
Top Tweeters in Entire Graph:
Top Tweeters in G1:
Top Tweeters in G2:
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Top Tweeters in G5:
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Top Tweeters in G9:
Top Tweeters in G10: