The graph represents a network of 3,660 Twitter users whose recent tweets contained "#CES2021", 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 Thursday, 24 December 2020 at 18:41 UTC.
The tweets in the network were tweeted over the 8-day, 9-hour, 44-minute period from Wednesday, 16 December 2020 at 08:25 UTC to Thursday, 24 December 2020 at 18:10 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 : 3660
Unique Edges : 26716
Edges With Duplicates : 41477
Total Edges : 68193
Number of Edge Types : 5
Retweet : 7467
Tweet : 753
Mentions : 4927
MentionsInRetweet : 54935
Replies to : 111
Self-Loops : 893
Reciprocated Vertex Pair Ratio : 0.0364506516569846
Reciprocated Edge Ratio : 0.0703374571644305
Connected Components : 324
Single-Vertex Connected Components : 202
Maximum Vertices in a Connected Component : 3087
Maximum Edges in a Connected Component : 67482
Maximum Geodesic Distance (Diameter) : 10
Average Geodesic Distance : 2.911923
Graph Density : 0.00257124807906845
Modularity : 0.246171
NodeXL Version : 1.0.1.441
Data Import : The graph represents a network of 3,660 Twitter users whose recent tweets contained "#CES2021", 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 Thursday, 24 December 2020 at 18:41 UTC.
The tweets in the network were tweeted over the 8-day, 9-hour, 44-minute period from Wednesday, 16 December 2020 at 08:25 UTC to Thursday, 24 December 2020 at 18:10 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 : #CES2021
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:
[2172] #ai,#machinelearning [887] shicooks,diioannid [639] ym78200,nicochan33 [607] kalydeoo,ym78200 [599] #iot,#5g [548] gvalan,ipfconline1 [504] ipfconline1,shicooks [474] #robotics,#ces2021 [442] #ai,#iot [441] #machinelearning,#robotics Top Word Pairs in Tweet in G1:
[395] #ai,#machinelearning [364] #iot,#5g [309] ces,#ces2021 [292] #ai,#iot [273] #iot,#iiot [271] vergecurrency,xvg [217] #digitaltransformation,#futureofwork [213] #futureofwork,#ces2021 [206] #100daysofcode,#python [205] #ces2021,#futureofwork Top Word Pairs in Tweet in G2:
[1564] #ai,#machinelearning [745] shicooks,diioannid [534] ym78200,nicochan33 [519] kalydeoo,ym78200 [466] gvalan,ipfconline1 [428] ipfconline1,shicooks [375] #machinelearning,#robotics [351] shicooks,mvollmer1 [347] pawlowskimario,mvollmer1 [341] #robotics,#ces2021 Top Word Pairs in Tweet in G3:
[203] #ai,#machinelearning [96] pierrepinna,#ces2021 [84] ym78200,#ces2021 [80] #machinelearning,cc [56] #iot,#5g [46] cc,jblefevre60 [44] jblefevre60,pierrepinna [40] shicooks,diioannid [40] #deeplearning,cc [38] jblefevre60,ym78200 Top Word Pairs in Tweet in G4:
[34] ces,2021 [26] upcoming,sessions [20] technology,help [19] learn,more [17] 11,14 [16] help,build [16] build,more [16] more,resilient [16] resilient,future [16] future,find Top Word Pairs in Tweet in G5:
[24] ianljones98,shicooks [23] #ces,#ces2021 [20] #holograms,rooftop [20] rooftop,restaurant [20] restaurant,shanxi [20] shanxi,lsjngs [20] lsjngs,#ar [20] #ar,#digital [20] #digital,#mixedreality [20] #mixedreality,#ces Top Word Pairs in Tweet in G6:
[11] mobile,#tech [11] #tech,detect [11] detect,hidden [11] hidden,cameras [11] cameras,uniladtech [11] uniladtech,nicochan33 [11] nicochan33,#innovation [11] #innovation,#iot [11] #iot,#spyware [11] #spyware,#tech Top Word Pairs in Tweet in G7:
[6] 11,14 [5] participeront,#ces2021 [5] 13,startups [4] #breakingnews,#khiko [4] #khiko,go4iot [4] go4iot,route [4] route,#ces2021 [4] #ces2021,digital [4] digital,11 [4] 14,janvier Top Word Pairs in Tweet in G8:
[19] billie,fará [19] fará,uma [19] uma,performance [19] performance,exclusiva [19] exclusiva,#ces2021 [19] #ces2021,acontecerá [19] acontecerá,os [19] os,dias [19] dias,11 [19] 11,14 Top Word Pairs in Tweet in G9:
[16] #ces2021,direct [16] 13,14 [16] 14,amp [16] amp,15 [16] 15,janvier [15] participez,l'#innovationweek [15] janvier,après [15] après,midis [15] midis,thématiques [15] thématiques,800 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 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 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: