The graph represents a network of 12,838 Twitter users whose recent tweets contained "#CES2022", 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 Wednesday, 05 January 2022 at 15:36 UTC.
The tweets in the network were tweeted over the 7-hour, 56-minute period from Wednesday, 05 January 2022 at 07:32 UTC to Wednesday, 05 January 2022 at 15:29 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 : 12841
Unique Edges : 28185
Edges With Duplicates : 33731
Total Edges : 61916
Number of Edge Types : 5
MentionsInRetweet : 35174
Mentions : 8831
Retweet : 15070
Replies to : 522
Tweet : 2319
Self-Loops : 2454
Reciprocated Vertex Pair Ratio : 0.0296595784080738
Reciprocated Edge Ratio : 0.0576104550086925
Connected Components : 904
Single-Vertex Connected Components : 572
Maximum Vertices in a Connected Component : 11090
Maximum Edges in a Connected Component : 59726
Maximum Geodesic Distance (Diameter) : 15
Average Geodesic Distance : 4.54549
Graph Density : 0.000202343011008595
Modularity : 0.412772
NodeXL Version : 1.0.1.449
Data Import : The graph represents a network of 12,838 Twitter users whose recent tweets contained "#CES2022", 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 Wednesday, 05 January 2022 at 15:36 UTC.
The tweets in the network were tweeted over the 7-hour, 56-minute period from Wednesday, 05 January 2022 at 07:32 UTC to Wednesday, 05 January 2022 at 15:29 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 : #CES2022
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 : In-Degree
Top Domains
Top Word Pairs in Tweet in Entire Graph:
[1722] bmwがボディカラーを変化できる車を発表したらしい,映像で見てもvfxにしか見えないな [1722] 映像で見てもvfxにしか見えないな,#ces2022 [1547] changing,car [1538] color,changing [1488] bmw,color [1487] car,vegas [1483] vegas,right [1478] right,#ces2022 [1337] #ces2022,#ces [1082] #ces,#ces2022 Top Word Pairs in Tweet in G1:
[383] 30,pst [320] live,twitter [290] #ces2022,keynote [284] #samsung,#ces2022 [283] #lenovoces,#ces2022 [278] together,#togetherfortomorrow [277] welcome,#samsung [277] keynote,watch [277] watch,official [277] official,video Top Word Pairs in Tweet in G2:
[1713] bmwがボディカラーを変化できる車を発表したらしい,映像で見てもvfxにしか見えないな [1713] 映像で見てもvfxにしか見えないな,#ces2022 [44] ソニー,自社でev参入 [44] 自社でev参入,suvの新型vision [44] suvの新型vision,sも披露 [44] sも披露,#ces2022 [19] クルマにfire,tvを搭載 [19] tvを搭載,amazonが車載展開を強化 [19] amazonが車載展開を強化,#ces2022 [17] meganex,メガーヌエックス Top Word Pairs in Tweet in G3:
[936] #ces2022,#ces [755] #javascript,#tensorflow [752] #flutter,#javascript [746] #machinelearning,#ai [722] #rstats,#reactjs [722] #reactjs,#iot [713] #linux,#serverless [710] #serverless,#flutter [698] #python,#rstats [688] #ai,#python Top Word Pairs in Tweet in G4:
[1405] bmw,color [1405] color,changing [1405] changing,car [1405] car,vegas [1405] vegas,right [1403] right,#ces2022 [12] booth,16761 [12] fuel,cell [8] sony,mobility [8] mobility,inc Top Word Pairs in Tweet in G5:
[93] ces,2022 [47] #ces,#ces2022 [18] playstation,vr2 [17] #ces2022,#ces [13] learn,more [10] consumer,electronics [10] #ces2022,#samsung [9] #ces2022,vegas [9] 2022,#ces2022 [9] 3080,ti Top Word Pairs in Tweet in G6:
[96] vision,02 [72] #ces,#ces2022 [70] innovation,mobility [70] mobility,sony's [70] sony's,vision [70] vision,#ces2022 [53] ソニー,ces [53] ces,2022でsuvモデル [53] 2022でsuvモデル,vision [53] 02,初公開 Top Word Pairs in Tweet in G7:
[176] teach,complex [176] complex,subjects [176] subjects,future [176] future,using [176] using,ar [176] ar,#ces2022 [135] runners,use [135] use,augmented [135] augmented,reality [135] reality,race Top Word Pairs in Tweet in G8:
[251] bakın,yanımda [251] yanımda,kim [251] kim,var [251] var,#togg [251] #togg,#ces2022 [164] tüketici,elektroniği [162] teknoloji,dünyasının [162] dünyasının,önemli [162] önemli,buluşma [162] buluşma,noktası Top Word Pairs in Tweet in G9:
[247] renk,değiştiren [226] bmw,renk [226] değiştiren,arabasını [226] arabasını,bugün [226] bugün,tüketicilere [226] tüketicilere,tanıtacak [226] tanıtacak,#ces2022 [29] #ces2022,tanıtılan [29] tanıtılan,bu [29] bu,traktörün Top Word Pairs in Tweet in G10:
[122] #ces2022,#ces [54] #tech,#innovation [50] #ces,#design [50] #design,#designthinking [50] #designthinking,#tech [49] #innovation,evankirstel [48] follow,list [44] #ces,ces [40] thx,trungtphan [32] #ces2022,under Top Replied-To in Entire Graph:
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Top Mentioned in Entire Graph:
Top Mentioned in G1:
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Top Tweeters in Entire Graph:
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Top Tweeters in G10: