The graph represents a network of 1,144 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, 19 September 2019 at 14:15 UTC.
The requested start date was Thursday, 19 September 2019 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, 20-hour, 11-minute period from Thursday, 05 September 2019 at 00:11 UTC to Wednesday, 18 September 2019 at 20:22 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 : 1144
Unique Edges : 1788
Edges With Duplicates : 295
Total Edges : 2083
Number of Edge Types : 3
Replies to : 116
Mentions : 1761
Tweet : 206
Self-Loops : 206
Reciprocated Vertex Pair Ratio : 0.0165094339622642
Reciprocated Edge Ratio : 0.0324825986078886
Connected Components : 246
Single-Vertex Connected Components : 88
Maximum Vertices in a Connected Component : 281
Maximum Edges in a Connected Component : 643
Maximum Geodesic Distance (Diameter) : 12
Average Geodesic Distance : 4.231374
Graph Density : 0.00131845407435959
Modularity : 0.752548
NodeXL Version : 1.0.1.419
Top Domains
Top Word Pairs in Tweet in Entire Graph:
[170] social,graph [96] social,networks [96] social,network [82] online,social [72] network,analysis [70] hate,speech [69] process,investigating [69] investigating,social [69] social,structures [68] machine,learning Top Word Pairs in Tweet in G1:
[18] top,hashtags [13] social,network [11] nodexl,mikequindazzi [10] #ai,#iot [8] network,analysis [8] process,investigating [8] investigating,social [8] social,structures [8] structures,through [7] gt,gt Top Word Pairs in Tweet in G2:
[31] social,graph [20] social,networks [17] online,social [16] machine,learning [16] hate,speech [15] graph,machine [15] learning,identify [15] identify,hate [15] speech,online [8] social,network Top Word Pairs in Tweet in G3:
[11] 아티스트,페이지 [11] s,artist [11] artist,page [11] youtube,m [11] m,v [11] v,viewcount [11] viewcount,social [11] social,graph [10] page,https [10] https,t Top Word Pairs in Tweet in G4:
[41] organización,social [32] social,organization [23] organization,way [23] way,citizens [23] citizens,democratically [23] democratically,influence [23] influence,policy [23] policy,outcomes [23] outcomes,institutional [22] lflopezcalva,social Top Word Pairs in Tweet in G5:
[51] online,social [51] social,networks [38] graph,machine [38] machine,learning [38] learning,identify [38] identify,hate [38] hate,speech [38] speech,online [34] kdnuggets,graph [14] graph,#machinelearning Top Word Pairs in Tweet in G6:
[32] kpopradar_blip,victon1109 [32] victon1109,victonpt [32] victonpt,victonph [32] victonph,victonph1109 [32] victonph1109,victonxglobal [32] victonxglobal,vxgshop [32] vxgshop,vic7on1109 [32] vic7on1109,newworld_victon [32] newworld_victon,victon_th [32] victon_th,limsejun Top Word Pairs in Tweet in G7:
[35] social,graph [32] follow,friends [32] friends,ethereum [32] ethereum,free [32] free,social [32] graph,play [32] play,1 [32] 1,log [31] 3boxdb,follow [31] log,2 Top Word Pairs in Tweet in G8:
[11] #neo4j,#connecteddata [11] baffled,stupefied [11] stupefied,amazed [11] amazed,#neo4j [11] #neo4j,#graphdb [11] #graphdb,content [11] content,talks [11] talks,crazy [11] crazy,good [11] good,never Top Word Pairs in Tweet in G9:
[32] add,social [32] social,features [32] features,app [32] app,under [32] under,day [32] day,engage [32] engage,retain [32] retain,acquire [32] acquire,users [32] users,friend Top Word Pairs in Tweet in G10:
[59] researchers,use [59] use,social [59] social,network [59] network,analysis [59] analysis,sna [59] sna,process [59] process,investigating [59] investigating,social [59] social,structures [59] structures,through Top Replied-To in Entire Graph:
Top Replied-To in G1:
Top Replied-To in G3:
Top Mentioned in Entire Graph:
Top Mentioned in G1:
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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:
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Top Tweeters in G10: