The graph represents a network of 1,312 Twitter users whose recent tweets contained "#CES2020", 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 Thursday, 14 November 2019 at 14:24 UTC.
The tweets in the network were tweeted over the 8-day, 22-hour, 13-minute period from Tuesday, 05 November 2019 at 15:59 UTC to Thursday, 14 November 2019 at 14:13 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 : 1312
Unique Edges : 2872
Edges With Duplicates : 1100
Total Edges : 3972
Self-Loops : 442
Reciprocated Vertex Pair Ratio : 0.037164487267722
Reciprocated Edge Ratio : 0.0716655607166556
Connected Components : 228
Single-Vertex Connected Components : 142
Maximum Vertices in a Connected Component : 712
Maximum Edges in a Connected Component : 2871
Maximum Geodesic Distance (Diameter) : 11
Average Geodesic Distance : 3.906353
Graph Density : 0.00175229298059571
Modularity : 0.630235
NodeXL Version : 1.0.1.421
Data Import : The graph represents a network of 1,312 Twitter users whose recent tweets contained "#CES2020", 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 Thursday, 14 November 2019 at 14:24 UTC.
The tweets in the network were tweeted over the 8-day, 22-hour, 13-minute period from Tuesday, 05 November 2019 at 15:59 UTC to Thursday, 14 November 2019 at 14:13 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 : TwitterSearch
Graph Term : #CES2020
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 : Followers
Vertex Alpha : Followers
Top Domains
Top Word Pairs in Tweet in Entire Graph:
[178] ces,2020 [156] innovation,award [152] #ces2020,innovation [140] innovation,awards [86] 2020,innovation [78] #tech,#ces2020 [77] 9,rules [77] rules,#innovation [77] #innovation,#disruption [77] #disruption,#startups Top Word Pairs in Tweet in G1:
[74] ces,2020 [50] innovation,awards [41] vegas,january [30] innovation,award [30] 2020,innovation [29] awards,honoree [26] check,out [25] new,york [25] #ces2020,innovation [24] stay,tuned Top Word Pairs in Tweet in G2:
[60] award,winning [59] winning,46 [59] 46,new [59] new,products [59] products,including [59] including,3 [59] 3,best [59] best,innovations [59] innovations,display [59] display,#ces2020 Top Word Pairs in Tweet in G3:
[51] haroldsinnott,paula_piccard [48] #ai,#robotics [48] #robotics,stars [48] stars,next [48] next,#ces2020 [48] #iot,#smarthome [48] ces,2morrowknight [47] #ces2020,#iot [47] #smarthome,ces [47] 2morrowknight,fisher85m Top Word Pairs in Tweet in G4:
[60] #ces2020,innovation [44] innovation,award [27] groundbreaking,features [27] features,performance [27] performance,world [27] world,class [27] class,design [27] design,proud [27] proud,announce [27] announce,#zenfone6 Top Word Pairs in Tweet in G5:
[13] pour,#ces2020 [12] https,t [12] t,co [10] avec,angerstech [10] janvier,prochain [8] #ces2020,#startup [6] il,reste [6] reste,encore [6] encore,des [6] des,places Top Word Pairs in Tweet in G6:
[77] 9,rules [77] rules,#innovation [77] #innovation,#disruption [77] #disruption,#startups [77] #startups,#ecosystem [77] #ecosystem,#strategy [77] #strategy,#engineering [77] #engineering,#fintech [77] #fintech,#digitalmarketing [77] #digitalmarketing,fisher85m Top Word Pairs in Tweet in G7:
[35] leadership,#quickpitch [25] #quickpitch,#jpm2020 [25] #jpm2020,#ces2020 [18] business,model [18] apply,11 [18] 11,22 [18] present,ideas [18] ideas,jnjinnovation [18] #quickpitch,#ces2020 [17] #innovators,time Top Word Pairs in Tweet in G8:
[28] product,#ces2020 [25] pitch,product [15] chance,pitch [11] p,g [11] enter,#pgvinnovationchallenge [11] #pgvinnovationchallenge,ll [11] ll,chance [10] calling,entrepreneurs [10] entrepreneurs,startups [10] startups,visionaries Top Word Pairs in Tweet in G9:
[12] see,#ces2020 [12] #ces2020,january [12] january,7 [12] 7,10 [12] 10,2020 [12] 2020,early [12] early,bird [12] bird,price [12] price,100 [12] 100,price Top Word Pairs in Tweet in G10:
[22] #jpm20,#ces2020 [20] #hcldr,#jpm20 [13] powerful,panel [13] panel,sponsored [13] sponsored,navvispophealth [13] navvispophealth,live [13] live,flaacos [13] flaacos,annual [13] annual,conference [13] conference,impressive Top Replied-To in Entire Graph:
Top Replied-To in G1:
Top Replied-To in G3:
Top Replied-To in G5:
Top Replied-To in G9:
Top Mentioned in Entire Graph:
Top Mentioned in G1:
Top Mentioned in G2:
Top Mentioned in G3:
Top Mentioned in G4:
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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:
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Top Tweeters in G7:
Top Tweeters in G8:
Top Tweeters in G9:
Top Tweeters in G10: