The graph represents a network of 2,780 Twitter users whose recent tweets contained "#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 Monday, 11 January 2021 at 05:26 UTC.
The tweets in the network were tweeted over the 7-day, 12-hour, 15-minute period from Sunday, 03 January 2021 at 16:55 UTC to Monday, 11 January 2021 at 05:11 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 : 2780
Unique Edges : 6828
Edges With Duplicates : 4470
Total Edges : 11298
Number of Edge Types : 5
Retweet : 2505
MentionsInRetweet : 6354
Tweet : 952
Mentions : 1365
Replies to : 122
Self-Loops : 1009
Reciprocated Vertex Pair Ratio : 0.0324266380812006
Reciprocated Edge Ratio : 0.0628163530175211
Connected Components : 462
Single-Vertex Connected Components : 265
Maximum Vertices in a Connected Component : 1791
Maximum Edges in a Connected Component : 9969
Maximum Geodesic Distance (Diameter) : 12
Average Geodesic Distance : 3.642146
Graph Density : 0.0009973309585509
Modularity : 0.477476
NodeXL Version : 1.0.1.442
Data Import : The graph represents a network of 2,780 Twitter users whose recent tweets contained "#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 Monday, 11 January 2021 at 05:26 UTC.
The tweets in the network were tweeted over the 7-day, 12-hour, 15-minute period from Sunday, 03 January 2021 at 16:55 UTC to Monday, 11 January 2021 at 05:11 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 : #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 : Betweenness Centrality
Top Domains
Top Word Pairs in Tweet in Entire Graph:
[823] #ces,#ces2021 [716] #ces2021,#ces [291] ces,2021 [152] #ar,#vr [143] ces,#ces2021 [131] next,week [122] nothing,#ces [121] pawlowskimario,#ces [121] #ai,#machinelearning [121] #ces,ready Top Word Pairs in Tweet in G1:
[148] #ces,#ces2021 [140] #ces2021,#ces [115] #ai,#machinelearning [112] pawlowskimario,#ces [110] margaretsiegien,nicochan33 [98] #ces,#techtrends [91] nicochan33,jblefevre60 [86] rwang0,margaretsiegien [83] cnet,pawlowskimario [75] nicochan33,rwang0 Top Word Pairs in Tweet in G2:
[209] #ces2021,#ces [124] ces,#ces2021 [91] 2021,going [89] year,always [89] always,brings [89] brings,opportunities [89] opportunities,2021 [89] going,add [89] add,many [89] many,team Top Word Pairs in Tweet in G3:
[36] ces,2021 [36] #ces,2021 [22] #ces,#ces2021 [21] #ces2021,#ces [13] virtual,#ces [9] mini,led [9] led,tv [8] virtual,ces [7] 2021,#ces [7] #lg,launch Top Word Pairs in Tweet in G4:
[255] #ces,#ces2021 [85] yay,drone [85] drone,delivery [85] delivery,coming [85] coming,#ces [85] #ces2021,#drones [56] more,gadgets [53] gadgets,nothing [53] nothing,#ces [53] #ces2021,#relaxation Top Word Pairs in Tweet in G5:
[147] #ces,#ces2021 [95] #ces2021,#ces [90] #ces,ready [54] #ces2021,begins [54] begins,nothing [54] nothing,#ces [47] ces,2021 [26] thinkreality,a3 [24] digital,trends [23] lenovo,thinkreality Top Word Pairs in Tweet in G6:
[86] #ces2021,#ces [73] #ces,#ces2021 [51] #ar,#vr [41] #ai,#ces [33] accurate,1930 [33] 1930,drawing [33] drawing,'life [33] 'life,future' [33] future',#iot [33] #iot,#5g Top Word Pairs in Tweet in G7:
[41] ces,2021 [39] #ces,#ces2021 [31] #ces2021,#ces [12] heading,#ces2021 [12] #ces2021,weekend [12] weekend,#apple [12] #apple,making [12] making,more [12] more,headlines [12] headlines,brand Top Word Pairs in Tweet in G8:
[35] immersive,#emergingtech [35] #emergingtech,gigadgets_ [35] gigadgets_,mt [35] mt,fabriziobustama [35] fabriziobustama,#futureofwork [35] #futureofwork,#ces2021 [35] #ces2021,#5g [35] #5g,#iot [35] #iot,#ar [35] #ar,#vr Top Word Pairs in Tweet in G9:
[23] #ces2021,#ces [13] #ces21,#ces [12] ice,cream [10] samsung's,packaging [10] packaging,going [10] going,green [10] green,turn [10] turn,packaging [10] packaging,home [10] home,decor Top Word Pairs in Tweet in G10:
[26] sony,series [26] series,series [26] series,crystal [26] crystal,led [26] led,microled [26] microled,sony [26] sony,#sony [26] #sony,#microled [26] #microled,#ces21 [26] #ces21,#ces Top Replied-To in Entire Graph:
Top Replied-To in G1:
Top Replied-To in G2:
Top Replied-To in G4:
Top Replied-To in G5:
Top Replied-To in G6:
Top Replied-To in G9:
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: