The graph represents a network of 10,641 Twitter users whose recent tweets contained "#ces2021", 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, 12 January 2021 at 17:02 UTC.
The tweets in the network were tweeted over the 13-hour, 51-minute period from Tuesday, 12 January 2021 at 01:36 UTC to Tuesday, 12 January 2021 at 15:27 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 : 10641
Unique Edges : 30315
Edges With Duplicates : 37017
Total Edges : 67332
Number of Edge Types : 5
Mentions : 10400
Retweet : 13068
Tweet : 3694
MentionsInRetweet : 39708
Replies to : 462
Self-Loops : 3927
Reciprocated Vertex Pair Ratio : 0.0314396663310801
Reciprocated Edge Ratio : 0.0609626861509287
Connected Components : 1322
Single-Vertex Connected Components : 954
Maximum Vertices in a Connected Component : 8559
Maximum Edges in a Connected Component : 64502
Maximum Geodesic Distance (Diameter) : 12
Average Geodesic Distance : 4.196266
Graph Density : 0.00031671015712385
Modularity : 0.370685
NodeXL Version : 1.0.1.442
Data Import : The graph represents a network of 10,641 Twitter users whose recent tweets contained "#ces2021", 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, 12 January 2021 at 17:02 UTC.
The tweets in the network were tweeted over the 13-hour, 51-minute period from Tuesday, 12 January 2021 at 01:36 UTC to Tuesday, 12 January 2021 at 15:27 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 : #ces2021
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:
[1382] #ai,#machinelearning [1189] #ces2021,#ces [1174] #iot,#iiot [1108] ces,2021 [957] #rstats,#reactjs [861] #analytics,#ai [810] #ces,#ces2021 [803] #linux,#serverless [575] #serverless,#flutter [564] #ai,#iot Top Word Pairs in Tweet in G1:
[267] #ces2021,#ces [260] ces,#ces2021 [189] #ces2021,today [188] ces,2021 [173] #ces,#ces2021 [147] ceo,dr [146] dr,lisasu [108] more,#ces2021 [100] #ces2021,virtual [97] vergecurrency,xvg Top Word Pairs in Tweet in G2:
[1269] #ai,#machinelearning [902] #iot,#iiot [724] #rstats,#reactjs [649] #analytics,#ai [603] #linux,#serverless [515] kalydeoo,ym78200 [458] shicooks,diioannid [433] #ces2021,#ces [424] #ai,#iot [414] #serverless,#flutter Top Word Pairs in Tweet in G3:
[136] ces,2021 [83] #ces2021,ギズモード [83] ギズモード,ジャパン [43] #ces,#ces2021 [32] #ces2021,#ces [30] 2021,#ces2021 [30] lg,rollable [29] thinkpad,x1 [26] x1,titanium [24] titanium,yoga Top Word Pairs in Tweet in G4:
[316] next,decade [310] 3d,print [309] 17,tech [309] tech,next [309] decade,ai [309] ai,iot [309] iot,blockchain [309] blockchain,3d [309] print,5g [309] 5g,autonomous Top Word Pairs in Tweet in G5:
[185] ces,2021 [125] #ces2021,#ces [117] #usa,#linux [117] #linux,#uk [117] #uk,#javascript [117] #javascript,#fintech [117] #femtech,#100daysofcode [117] #100daysofcode,#frenchtech [117] #frenchtech,#france [115] #womenwhocode,#rstats Top Word Pairs in Tweet in G6:
[47] ソニーのドローン,airpeak [43] ソニー,ces [43] ces,2021にてps5期待作のラインナップを披露 [43] 2021にてps5期待作のラインナップを披露,ghostwire [43] ghostwire,tokyo [43] tokyo,は2021年 [43] は2021年,project [43] project,athia [43] athia,#ソニー [43] #ソニー,#ps5 Top Word Pairs in Tweet in G7:
[69] #ces,#ces2021 [57] ces,2021 [54] press,conference [46] learn,more [45] better,normal [42] bespoke,door [42] door,flex [38] #ces2021,#arcade1up [37] more,great [37] great,details Top Word Pairs in Tweet in G8:
[29] #frenchiot,groupelaposte [26] cette,édition [20] 100,ligne [19] ces,2021 [19] cette,année [19] #ces2021,direct [18] #ces2021,c'est [18] businessfrance,lafrenchtech [17] c'est,parti [17] participez,l'#innovationweek Top Word Pairs in Tweet in G9:
[108] small,mighty [108] mighty,elevate [108] elevate,creativity [108] creativity,airpeak [108] airpeak,made [108] made,professional [108] professional,content [108] content,creators [108] creators,storytellers [108] storytellers,taking Top Word Pairs in Tweet in G10:
[129] ces,2021 [129] 2021,rog [129] rog,launch [129] launch,event [129] 12,10am [129] 10am,pst [129] win,rog [129] game,voucher [129] #rog,#ces2021 [129] #ces2021,#ces Top Replied-To in Entire Graph:
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Top Mentioned in Entire Graph:
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Top Tweeters in Entire Graph:
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Top Tweeters in G10: