The graph represents a network of 12,922 Twitter users whose recent tweets contained "#CES2022 OR #CES OR @CES", 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, 12 January 2022 at 18:05 UTC.
The tweets in the network were tweeted over the 2-day, 1-hour, 25-minute period from Monday, 10 January 2022 at 14:46 UTC to Wednesday, 12 January 2022 at 16:11 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 : 12922
Unique Edges : 34949
Edges With Duplicates : 28683
Total Edges : 63632
Number of Edge Types : 5
Tweet : 3083
Retweet : 13641
Mentions : 10644
MentionsInRetweet : 35237
Replies to : 1027
Self-Loops : 3402
Reciprocated Vertex Pair Ratio : 0.0323661856514175
Reciprocated Edge Ratio : 0.0627029170487497
Connected Components : 1474
Single-Vertex Connected Components : 904
Maximum Vertices in a Connected Component : 10172
Maximum Edges in a Connected Component : 60099
Maximum Geodesic Distance (Diameter) : 15
Average Geodesic Distance : 4.422601
Graph Density : 0.000241661191572407
Modularity : 0.453883
NodeXL Version : 1.0.1.449
Data Import : The graph represents a network of 12,922 Twitter users whose recent tweets contained "#CES2022 OR #CES OR @CES", 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, 12 January 2022 at 18:05 UTC.
The tweets in the network were tweeted over the 2-day, 1-hour, 25-minute period from Monday, 10 January 2022 at 14:46 UTC to Wednesday, 12 January 2022 at 16:11 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 OR #CES OR @CES
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:
[1827] #ces,#ces2022 [1315] #lenovoces,#ces2022 [1174] #ces2022,#ces [1094] learn,more [916] more,#lenovoces [888] ces,2022 [864] د,خلود [797] #bigdata,#analytics [732] #tensorflow,#javascript [669] المركز,الثالث Top Word Pairs in Tweet in G1:
[307] ces,2022 [120] #ces,#ces2022 [99] #ces2022,#ces [90] ces,lvcva [86] time,lt [82] #cowayces,#ces [79] ces,bts_twt [77] #코웨이,#cowayces [75] bts_twt,#코웨이 [67] coway,booth Top Word Pairs in Tweet in G2:
[886] #ces2022,#ces [885] #ces,#ces2022 [726] #bigdata,#analytics [669] #tensorflow,#javascript [567] #datascience,#bigdata [537] #python,#tensorflow [504] #100daysofcode,#flutter [491] #ai,#machinelearning [414] #python,#javascript [398] #javascript,#marketing Top Word Pairs in Tweet in G3:
[1274] #lenovoces,#ces2022 [893] more,#lenovoces [856] learn,more [360] lenovothinkpad,x1 [321] amd,ryzen [262] 12th,gen [252] gen,intel [245] compostable,packaging [240] communications,bar [239] next,gen Top Word Pairs in Tweet in G4:
[148] ces,2022 [111] #ces2022,ギズモード [111] ギズモード,ジャパン [40] これバッテリー充電の理想系では,好きに組み立てるモジュール充電ボード [40] 好きに組み立てるモジュール充電ボード,pwrboard [40] pwrboard,#ces2022 [38] #ces,#ces2022 [38] 古いスマホやタブレットを再活用,スマートホームのハブや防犯カメラにする [38] スマートホームのハブや防犯カメラにする,adriano [38] adriano,#ces2022 Top Word Pairs in Tweet in G5:
[595] #ces,#ces2022 [573] #samsung,made [573] made,tv [573] tv,disappear [573] disappear,samsung's [573] samsung's,#freestyle [573] #freestyle,projector [573] projector,smart [573] smart,tv [573] tv,smart Top Word Pairs in Tweet in G6:
[788] د,خلود [587] المركز,الثالث [587] على,مستوى [587] مستوى,العالم [587] العالم,في [587] الحدث,التقني [587] التقني,العالمي [587] العالمي,#ces2022 [586] ضمن,أفضل [586] أفضل,32 Top Word Pairs in Tweet in G7:
[344] pawlowskimario,margaretsiegien [340] future,lives [340] lives,infused [340] infused,#6g [340] #6g,powered [340] powered,#mixedreality [340] #mixedreality,very [340] very,high [340] high,speed [340] speed,200 Top Word Pairs in Tweet in G8:
[128] human,reach [109] 8th,january [109] january,2022 [109] 2022,#hisense [109] #hisense,unveil [109] unveil,premium [109] premium,product [109] product,lineup [109] lineup,#ces2022 [109] #ces2022,more Top Word Pairs in Tweet in G9:
[196] yerli,araba [118] #togg,#ces2022 [102] #unutmatürkiye,#togg [98] #oynakali,#yavsakali [98] #yavsakali,#unutmatürkiye [98] #ces2022,yıl [98] yıl,2015 [98] 2015,bakan [98] bakan,koltugunda [98] koltugunda,otururken Top Word Pairs in Tweet in G10:
[28] ix,flow [26] #ces,#ces2022 [19] #zmss,#nfts [18] usa,today [17] #autoindustry,#automobileindustry [16] bmw,ix [15] #ces2022,complete [14] #ces2022,bmw [14] consumer,electronics [14] electronics,show Top Replied-To in Entire Graph:
Top Replied-To in G1:
Top Replied-To in G2:
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Top Replied-To in G5:
Top Replied-To in G6:
Top Replied-To in G7:
Top Replied-To in G8:
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:
Top Tweeters in G2:
Top Tweeters in G3:
Top Tweeters in G4:
Top Tweeters in G5:
Top Tweeters in G6:
Top Tweeters in G7:
Top Tweeters in G8:
Top Tweeters in G9:
Top Tweeters in G10: