The graph represents a network of 5,209 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, 22 December 2021 at 06:12 UTC.
The tweets in the network were tweeted over the 2-day, 14-hour, 10-minute period from Sunday, 19 December 2021 at 15:19 UTC to Wednesday, 22 December 2021 at 05:29 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 : 5217
Unique Edges : 35405
Edges With Duplicates : 77667
Total Edges : 113072
Number of Edge Types : 5
Mentions : 11707
Replies to : 1495
Retweet : 16123
MentionsInRetweet : 82672
Tweet : 1075
Self-Loops : 1496
Reciprocated Vertex Pair Ratio : 0.0344400555140386
Reciprocated Edge Ratio : 0.066586856010568
Connected Components : 397
Single-Vertex Connected Components : 272
Maximum Vertices in a Connected Component : 4589
Maximum Edges in a Connected Component : 112361
Maximum Geodesic Distance (Diameter) : 11
Average Geodesic Distance : 2.981961
Graph Density : 0.00178039937862415
Modularity : 0.222993
NodeXL Version : 1.0.1.449
Data Import : The graph represents a network of 5,209 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, 22 December 2021 at 06:12 UTC.
The tweets in the network were tweeted over the 2-day, 14-hour, 10-minute period from Sunday, 19 December 2021 at 15:19 UTC to Wednesday, 22 December 2021 at 05:29 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 : Betweenness Centrality
Top Domains
Top Word Pairs in Tweet in Entire Graph:
[2717] #datascience,#bigdata [2429] #nodejs,#django [2370] #ces2022,#ces [2329] #coding,#100daysofcode [2176] #bot,#nodejs [2151] #ai,#machinelearning [2138] #devops,#flutter [2124] #flutter,#100daysofcode [1972] #python,#javascript [1791] #tech,#innovation Top Word Pairs in Tweet in G1:
[950] #ai,#machinelearning [673] margaretsiegien,pawlowskimario [661] kalydeoo,ym78200 [656] #ces2022,#ces [575] ym78200,nicochan33 [540] pawlowskimario,margaretsiegien [539] mvollmer1,gvalan [525] gvalan,ipfconline1 [455] pawlowskimario,mvollmer1 [364] shi4tech,diioannid Top Word Pairs in Tweet in G2:
[2589] #datascience,#bigdata [2296] #nodejs,#django [2094] #coding,#100daysofcode [2051] #flutter,#100daysofcode [2040] #bot,#nodejs [2019] #devops,#flutter [1866] #python,#javascript [1712] #tech,#innovation [1679] #ces2022,#ces [1650] #bigdata,#analytics Top Word Pairs in Tweet in G3:
[28] look,ahead [28] ahead,samsung [28] samsung,keynote [28] keynote,address [28] address,#ces2022 [28] #ces2022,key [28] key,topics [28] topics,technological [28] technological,trends [28] trends,presented Top Word Pairs in Tweet in G4:
[44] ces,2022 [17] preview,future [17] future,advanced [17] advanced,electrification [17] cabin,technology [17] technology,autonomy [17] autonomy,connectivity [15] looking,forward [15] future,transportation [14] #ces,#ces2022 Top Word Pairs in Tweet in G5:
[43] vegas,jan [42] electronics,show [41] consumer,technology [41] technology,association [41] association,consumer [41] consumer,electronics [41] show,going [41] going,forward [41] forward,vegas [41] jan,reuters Top Word Pairs in Tweet in G6:
[68] many,thanks [57] #digitaltransformation,#ces2022 [42] thanks,alvinfoo [41] #worklife,#motivation [41] #motivation,#futureofwork [41] #futureofwork,#leadership [41] #leadership,#worklifebalance [40] #ces2022,many [36] #tuesdaythoughts,normal [36] normal,life Top Word Pairs in Tweet in G7:
[23] mobileye,ceo [23] ceo,prof [23] prof,amnonshashua [18] don,miss [16] learn,more [16] more,next [16] next,intel [16] intel,watch [16] watch,vp [16] vp,gregorymbryant Top Word Pairs in Tweet in G8:
[29] save,date [27] #tclinspiregreatness,soon [27] soon,come [27] come,#ces2022 [27] #ces2022,livestream [27] stay,tuned [24] 19,30 [21] date,follow [19] calendar,start [19] start,countdown Top Word Pairs in Tweet in G9:
[37] thx,pascal_bornet [37] bringing,attention [37] attention,#ces2022 [25] #funny,#lol [23] #ces2022,#video [23] #video,#editing [23] #editing,#videoediting [23] #illusion,#magic [23] #deepfakes,#funny [22] fake,news Top Word Pairs in Tweet in G10:
[8] learn,more [6] bringing,future [6] future,mobility [6] mobility,ces [6] ces,includes [6] includes,safer [6] safer,connected [6] connected,more [6] more,inclusive [6] inclusive,transportation Top Replied-To in Entire Graph:
Top Replied-To in G1:
Top Replied-To in G2:
Top Replied-To in G3:
Top Replied-To in G4:
Top Replied-To in G5:
Top Replied-To in G7:
Top Replied-To in G8:
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: