The graph represents a network of 6,264 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 Sunday, 02 January 2022 at 07:03 UTC.
The tweets in the network were tweeted over the 2-day, 9-hour, 37-minute period from Thursday, 30 December 2021 at 19:54 UTC to Sunday, 02 January 2022 at 05:31 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 : 6264
Unique Edges : 33919
Edges With Duplicates : 69214
Total Edges : 103133
Number of Edge Types : 5
Retweet : 16242
MentionsInRetweet : 74127
Replies to : 1619
Tweet : 962
Mentions : 10183
Self-Loops : 1357
Reciprocated Vertex Pair Ratio : 0.0290414297319253
Reciprocated Edge Ratio : 0.0564436550226959
Connected Components : 333
Single-Vertex Connected Components : 210
Maximum Vertices in a Connected Component : 5669
Maximum Edges in a Connected Component : 102478
Maximum Geodesic Distance (Diameter) : 12
Average Geodesic Distance : 3.6652
Graph Density : 0.00116240977387723
Modularity : 0.234002
NodeXL Version : 1.0.1.449
Data Import : The graph represents a network of 6,264 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 Sunday, 02 January 2022 at 07:03 UTC.
The tweets in the network were tweeted over the 2-day, 9-hour, 37-minute period from Thursday, 30 December 2021 at 19:54 UTC to Sunday, 02 January 2022 at 05:31 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:
[3968] #ces2022,#ces [2400] #100daysofcode,#flutter [2108] #ces,ces [2030] #tensorflow,#javascript [1803] #javascript,#tensorflow [1761] #rstats,#reactjs [1760] #machinelearning,#ai [1732] #flutter,#javascript [1701] #bigdata,#analytics [1660] #reactjs,#iot Top Word Pairs in Tweet in G1:
[1092] #ces2022,#ces [694] #ai,#machinelearning [626] margaretsiegien,pawlowskimario [525] kalydeoo,ym78200 [511] #ces2022,cc [497] nicochan33,chboursin [479] pawlowskimario,mvollmer1 [478] ipfconline1,diioannid [469] gvalan,ipfconline1 [407] mvollmer1,gvalan Top Word Pairs in Tweet in G2:
[2715] #ces2022,#ces [2255] #100daysofcode,#flutter [1972] #tensorflow,#javascript [1740] #javascript,#tensorflow [1698] #ces,ces [1694] #rstats,#reactjs [1669] #machinelearning,#ai [1668] #flutter,#javascript [1635] #bigdata,#analytics [1603] #python,#rstats Top Word Pairs in Tweet in G3:
[485] soon,come [483] much,more [481] follow,stay [481] stay,tuned [481] #tcl_miniled,technology [481] technology,much [481] more,we've [481] we've,prepared [481] prepared,past [481] past,years Top Word Pairs in Tweet in G4:
[134] samsung,pm1743 [134] pm1743,pcie [133] perks,job [133] job,going [133] going,save [133] save,demo [133] demo,#ces2022 [133] #ces2022,table [133] table,share [133] share,everyone Top Word Pairs in Tweet in G5:
[376] podrás,ganar [371] 04,01 [371] nuestro,nuevo [371] nuevo,galaxy [263] #samsung,#ces2022 [262] evento,directo [262] directo,#samsung [261] ganar,nuestro [261] galaxy,quieres [261] quieres,hacer Top Word Pairs in Tweet in G6:
[42] ces,2022 [11] #ces,#ces2022 [11] #ces2022,#ces [11] day,early [9] one,day [8] big,question [8] question,#ces2022 [8] #ces2022,year [8] year,global [8] global,events Top Word Pairs in Tweet in G7:
[106] #ces2022,#ces [44] labordeolivier,frronconi [29] #ces,#ces2022 [29] haroldsinnott,spirosmargaris [26] labordeolivier,sebbourguignon [26] #tech,#ces2022 [26] spirosmargaris,nicochan33 [25] nicochan33,ipfconline1 [24] jblefevre60,sallyeaves [24] #vr,#ar Top Word Pairs in Tweet in G8:
[67] #ai,#machinelearning [39] farming,let's [39] let's,go [39] go,2022 [39] 2022,#ai [39] #machinelearning,#robotics [39] #robotics,#iot [39] #iot,#ces2022 [39] #ces2022,#datascience [39] #datascience,#ml Top Word Pairs in Tweet in G9:
[35] #sierraspace,#dreamchaser [34] #ces,#countdown [31] sierra,space [31] space,building [31] building,next [31] next,generation [31] generation,space [31] space,transportation [31] transportation,systems [31] systems,space Top Word Pairs in Tweet in G10:
[32] #portuma,#portoken [30] #portoken,#por [30] #por,#ces2022 [25] few,days [25] days,left [25] left,until [25] until,portumacom [25] portumacom,leaves [25] leaves,vegas [25] vegas,ready 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 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 G4:
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: