The graph represents a network of 10,545 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 17:35 UTC.
The tweets in the network were tweeted over the 12-hour, 58-minute period from Tuesday, 12 January 2021 at 03:11 UTC to Tuesday, 12 January 2021 at 16:10 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 : 10545
Unique Edges : 30294
Edges With Duplicates : 37741
Total Edges : 68035
Number of Edge Types : 5
Tweet : 3761
Retweet : 12821
MentionsInRetweet : 40056
Mentions : 10905
Replies to : 492
Self-Loops : 3998
Reciprocated Vertex Pair Ratio : 0.0327987285074411
Reciprocated Edge Ratio : 0.0635142697257974
Connected Components : 1362
Single-Vertex Connected Components : 1003
Maximum Vertices in a Connected Component : 8458
Maximum Edges in a Connected Component : 65292
Maximum Geodesic Distance (Diameter) : 13
Average Geodesic Distance : 4.160524
Graph Density : 0.000321441959490039
Modularity : 0.365094
NodeXL Version : 1.0.1.442
Data Import : The graph represents a network of 10,545 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 17:35 UTC.
The tweets in the network were tweeted over the 12-hour, 58-minute period from Tuesday, 12 January 2021 at 03:11 UTC to Tuesday, 12 January 2021 at 16:10 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:
[1412] #ai,#machinelearning [1203] #iot,#iiot [1155] #ces2021,#ces [1106] ces,2021 [992] #rstats,#reactjs [868] #analytics,#ai [833] #linux,#serverless [782] #ces,#ces2021 [591] #serverless,#flutter [539] kalydeoo,ym78200 Top Word Pairs in Tweet in G1:
[188] #ces,#ces2021 [177] #ces2021,#ces [170] ces,2021 [169] ces,#ces2021 [125] #ces2021,today [114] places,watch [114] watch,ces [113] twitter,youtube [112] youtube,linkedin [111] linkedin,facebook Top Word Pairs in Tweet in G2:
[1283] #ai,#machinelearning [916] #iot,#iiot [744] #rstats,#reactjs [646] #analytics,#ai [624] #linux,#serverless [531] kalydeoo,ym78200 [486] shicooks,diioannid [432] #ces2021,#ces [427] #serverless,#flutter [422] gvalan,ipfconline1 Top Word Pairs in Tweet in G3:
[138] ces,2021 [83] #ces2021,ギズモード [83] ギズモード,ジャパン [43] #ces,#ces2021 [33] #ces2021,#ces [28] 2021,#ces2021 [26] thinkpad,x1 [26] 電子ペーパーっぽいカラー画面,バックライトがないタブレット [26] バックライトがないタブレット,nxtpaper [26] nxtpaper,#ces2021 Top Word Pairs in Tweet in G4:
[281] next,decade [277] 3d,print [276] 17,tech [276] tech,next [276] decade,ai [276] ai,iot [276] iot,blockchain [276] blockchain,3d [276] print,5g [276] 5g,autonomous Top Word Pairs in Tweet in G5:
[160] ceo,dr [160] high,performance [159] dr,lisasu [159] performance,computing [156] welcome,#ces2021 [105] computing,graphics [105] graphics,solutions [105] solutions,portfolio [104] #ces2021,today [104] amd,high Top Word Pairs in Tweet in G6:
[200] #ces2021,#ces [158] ces,2021 [104] during,ces [65] #ces,#ces2021 [57] learn,more [42] #qualcomm,#ces2021 [42] #lenovoces,#ces2021 [41] 50,faster [40] more,#lenovoces [39] qualcomm,unveiled Top Word Pairs in Tweet in G7:
[42] learn,more [41] press,conference [38] bespoke,door [38] door,flex [36] #ces,#ces2021 [33] better,normal [31] #ces2021,here's [31] cabinets,#ces2021 [30] ces,2021 [30] arcade1up,unveiled Top Word Pairs in Tweet in G8:
[44] ソニーのドローン,airpeak [36] ゴーグルじゃなく丸メガネ,スチームパンク風味なパナソニックのvrメガネ [36] スチームパンク風味なパナソニックのvrメガネ,#ces2021 [33] #ミライsony,#sonyces [33] ソニー,ces [33] ces,2021にてps5期待作のラインナップを披露 [33] 2021にてps5期待作のラインナップを披露,ghostwire [33] ghostwire,tokyo [33] tokyo,は2021年 [33] は2021年,project Top Word Pairs in Tweet in G9:
[269] #iot,#iiot [230] #rstats,#reactjs [206] #analytics,#ai [195] #linux,#serverless [153] #serverless,#flutter [140] #reactjs,#iot [112] #javascript,#fintech [111] #ar,#vr [109] #femtech,#100daysofcode [108] #usa,#linux Top Word Pairs in Tweet in G10:
[29] #frenchiot,groupelaposte [26] cette,édition [21] 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 Replied-To in Entire Graph:
Top Replied-To in G1:
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Top Replied-To in G8:
Top Replied-To in G9:
Top Replied-To in G10:
Top Mentioned in Entire Graph:
Top Mentioned in G1:
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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:
Top Tweeters in G2:
Top Tweeters in G3:
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Top Tweeters in G5:
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Top Tweeters in G9:
Top Tweeters in G10: