The graph represents a network of 14,792 Twitter users whose recent tweets contained "#WEF19", or who were replied to or mentioned in those tweets, taken from a data set limited to a maximum of 18,000 tweets. The network was obtained from Twitter on Tuesday, 22 January 2019 at 20:31 UTC.
The tweets in the network were tweeted over the 3-hour, 27-minute period from Tuesday, 22 January 2019 at 16:36 UTC to Tuesday, 22 January 2019 at 20:03 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 : 14792
Unique Edges : 23202
Edges With Duplicates : 8116
Total Edges : 31318
Self-Loops : 1671
Reciprocated Vertex Pair Ratio : 0.0169297456448843
Reciprocated Edge Ratio : 0.0332958018336818
Connected Components : 481
Single-Vertex Connected Components : 267
Maximum Vertices in a Connected Component : 13759
Maximum Edges in a Connected Component : 30122
Maximum Geodesic Distance (Diameter) : 12
Average Geodesic Distance : 4.21291
Graph Density : 0.000113662295699017
Modularity : 0.641295
NodeXL Version : 1.0.1.408
Top Domains
Top Word Pairs in Tweet in Entire Graph:
[1530] david,attenborough [1524] sir,david [1396] wef19,davos [1344] president,bolsonaro [1319] make,difference [1287] d,powerto [1264] powerto,make [1216] thanks,bofa_news [953] looking,forward [914] more,wef19 Top Word Pairs in Tweet in G1:
[603] david,attenborough [575] sir,david [430] one,thing [422] attenborough,one [422] thing,everyone [422] everyone,help [422] help,planet [413] secpompeo,wef [406] statedept,secpompeo [340] read,more Top Word Pairs in Tweet in G2:
[1262] make,difference [1241] d,powerto [1224] powerto,make [1184] thanks,bofa_news [868] difference,comes [868] looking,forward [868] forward,learning [868] learning,more [868] more,wef19 [855] wef19,thanks Top Word Pairs in Tweet in G3:
[438] mercerchats,megachat [382] megachat,wef19 [142] davos2019,wef2019 [137] davos19,wef19 [118] mercerchats,wef19 [118] ai,automation [105] wef2019,davos19 [82] a22,ai [70] wef19,futureofwork [69] futureofwork,mercerchats Top Word Pairs in Tweet in G4:
[858] wrap,brazilian [858] brazilian,president [858] president,bolsonaro [858] bolsonaro,spoke [858] spoke,less [858] less,15 [858] 15,minutes [858] minutes,big [858] big,fail [858] fail,entire Top Word Pairs in Tweet in G5:
[47] davos,wef19 [36] digital,technology [33] wef19,davos [32] area,benefit [32] benefit,improved [32] improved,digital [32] technology,next [32] next,10 [32] 10,years [32] years,digitaldirections Top Word Pairs in Tweet in G6:
[133] leaders,behaving [133] behaving,children [133] children,thankfully [133] thankfully,children [133] children,stepping [133] stepping,up [133] up,leading [133] leading,watch [132] greenpeace,leaders [132] watch,gretathunb Top Word Pairs in Tweet in G7:
[118] united,states [69] experts,walk [69] walk,around [69] around,claiming [69] claiming,experts [69] experts,demonstrate [69] demonstrate,expertise [69] expertise,through [69] through,questions [69] questions,ask Top Word Pairs in Tweet in G8:
[457] president,bolsonaro [420] brazil,president [420] bolsonaro,disappoints [420] disappoints,w [420] w,speech [420] speech,wef19 [420] wef19,davos [420] davos,crowd [420] crowd,fin [420] fin,mkts Top Word Pairs in Tweet in G9:
[103] crisis,humanitaria [96] lenin,moreno [65] hemos,apelado [65] apelado,gobierno [65] gobierno,venezolano [65] venezolano,solucione [65] solucione,crisis [65] humanitaria,hemos [65] hemos,tenido [65] tenido,picos Top Word Pairs in Tweet in G10:
[313] vote,reutersdavos [313] reutersdavos,poll [303] poll,below [279] below,sponsored [248] issue,tackled [241] pressing,global [241] global,issue [240] tackled,davos [240] davos,vote [239] reuters,pressing Top Replied-To in Entire Graph:
Top Replied-To in G1:
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Top Replied-To in G5:
Top Replied-To in G6:
Top Replied-To in G9:
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 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:
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Top Tweeters in G4:
Top Tweeters in G5:
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Top Tweeters in G7:
Top Tweeters in G8:
Top Tweeters in G9:
Top Tweeters in G10: