The graph represents a network of 3,747 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 Friday, 25 December 2020 at 17:12 UTC.
The tweets in the network were tweeted over the 8-day, 2-hour, 19-minute period from Thursday, 17 December 2020 at 14:25 UTC to Friday, 25 December 2020 at 16:44 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 : 3747
Unique Edges : 30418
Edges With Duplicates : 51802
Total Edges : 82220
Number of Edge Types : 5
Retweet : 8597
Mentions : 5547
MentionsInRetweet : 67263
Tweet : 710
Replies to : 103
Self-Loops : 876
Reciprocated Vertex Pair Ratio : 0.0333376809703926
Reciprocated Edge Ratio : 0.0645242723348396
Connected Components : 290
Single-Vertex Connected Components : 177
Maximum Vertices in a Connected Component : 3216
Maximum Edges in a Connected Component : 81553
Maximum Geodesic Distance (Diameter) : 10
Average Geodesic Distance : 2.778256
Graph Density : 0.00282219012440777
Modularity : 0.204096
NodeXL Version : 1.0.1.441
Data Import : The graph represents a network of 3,747 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 Friday, 25 December 2020 at 17:12 UTC.
The tweets in the network were tweeted over the 8-day, 2-hour, 19-minute period from Thursday, 17 December 2020 at 14:25 UTC to Friday, 25 December 2020 at 16:44 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 : Betweenness Centrality
Top Domains
Top Word Pairs in Tweet in Entire Graph:
[2649] #ai,#machinelearning [1091] shicooks,diioannid [761] kalydeoo,ym78200 [756] ym78200,nicochan33 [737] gvalan,ipfconline1 [700] ipfconline1,shicooks [662] #iot,#5g [588] #machinelearning,#robotics [556] #robotics,#ces2021 [541] pawlowskimario,mvollmer1 Top Word Pairs in Tweet in G1:
[755] #ai,#machinelearning [367] pierrepinna,#ces2021 [326] ces,#ces2021 [312] #iot,#5g [284] vergecurrency,xvg [279] ym78200,#ces2021 [265] #machinelearning,cc [256] #ai,#iot [222] #futureofwork,#ces2021 [214] #iot,#iiot Top Word Pairs in Tweet in G2:
[1425] #ai,#machinelearning [604] shicooks,diioannid [420] gvalan,ipfconline1 [399] #machinelearning,#robotics [395] kalydeoo,ym78200 [382] labordeolivier,kalydeoo [380] ym78200,nicochan33 [365] #robotics,#ces2021 [365] ipfconline1,shicooks [344] shicooks,mvollmer1 Top Word Pairs in Tweet in G3:
[437] #ai,#machinelearning [316] shicooks,diioannid [254] ym78200,nicochan33 [237] kalydeoo,ym78200 [232] ipfconline1,shicooks [208] gvalan,ipfconline1 [165] diioannid,dinisguarda [161] dinisguarda,kalydeoo [152] spirosmargaris,deeplearn007 [148] pawlowskimario,mvollmer1 Top Word Pairs in Tweet in G4:
[64] nicochan33,paula_piccard [52] #iot,#ai [44] #ai,#5g [42] #5g,#ces2021 [42] louisserge,fabriziobustama [40] #iot,#5g [40] fabriziobustama,arlenenewbigg [40] arlenenewbigg,rickking16 [38] #ai,#iot [37] pierrepinna,hadel Top Word Pairs in Tweet in G5:
[27] ces,2021 [25] upcoming,sessions [20] learn,more [19] technology,help [15] help,build [15] build,more [15] more,resilient [15] resilient,future [15] future,find [15] find,during Top Word Pairs in Tweet in G6:
[31] #panasonicces,2021 [31] 2021,#東京 [31] #東京,vol [29] #ces,#ces2021 [23] #ces2021,discover [23] discover,french [23] french,companies [23] bf_techservices,ces [20] rt's,follow [14] co,znfpv4kxhy Top Word Pairs in Tweet in G7:
[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 G8:
[2] appreciation,agingtech [2] agingtech,aging20 [2] aging20,aarpilabs [2] aarpilabs,9to5mac [2] 9to5mac,bestwatchapps [2] bestwatchapps,tdohrmann [2] tdohrmann,avantguardmon [2] avantguardmon,medicalguardian [2] medicalguardian,electroniccare [2] electroniccare,chrissyfarr Top Word Pairs in Tweet in G9:
[3] tv,mini [3] mini,led [3] #innovation,#miniled [3] #miniled,#tv [3] #display,#uhdtv [3] #ces2021,#ultrahd [3] #ultrahd,#hdr [3] #hdr,#4k [3] #4k,#audiovidéo [3] #audiovidéo,#téléviseur Top Word Pairs in Tweet in G10:
[13] samsung's,#ces2021 [13] #ces2021,event [13] event,set [13] set,jan [13] jan,6th [13] 6th,fun 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 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 G8:
Top Mentioned in G9:
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: