The graph represents a network of 7,495 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 Sunday, 10 January 2021 at 02:13 UTC.
The tweets in the network were tweeted over the 1-day, 15-hour, 2-minute period from Friday, 08 January 2021 at 09:59 UTC to Sunday, 10 January 2021 at 01:02 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 : 7495
Unique Edges : 39742
Edges With Duplicates : 70281
Total Edges : 110023
Number of Edge Types : 5
Retweet : 15215
MentionsInRetweet : 81614
Replies to : 490
Mentions : 11110
Tweet : 1594
Self-Loops : 1975
Reciprocated Vertex Pair Ratio : 0.0312764329157772
Reciprocated Edge Ratio : 0.0606557697189837
Connected Components : 504
Single-Vertex Connected Components : 325
Maximum Vertices in a Connected Component : 6611
Maximum Edges in a Connected Component : 108897
Maximum Geodesic Distance (Diameter) : 11
Average Geodesic Distance : 3.227199
Graph Density : 0.000911683315965648
Modularity : 0.250011
NodeXL Version : 1.0.1.442
Data Import : The graph represents a network of 7,495 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 Sunday, 10 January 2021 at 02:13 UTC.
The tweets in the network were tweeted over the 1-day, 15-hour, 2-minute period from Friday, 08 January 2021 at 09:59 UTC to Sunday, 10 January 2021 at 01:02 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:
[3629] #ai,#machinelearning [1847] #iot,#iiot [1651] gvalan,ipfconline1 [1574] shicooks,diioannid [1564] ipfconline1,shicooks [1467] kalydeoo,ym78200 [1420] pawlowskimario,mvollmer1 [1351] ym78200,nicochan33 [1254] #rstats,#reactjs [1196] deeplearn007,pawlowskimario Top Word Pairs in Tweet in G1:
[2073] #ai,#machinelearning [1756] #iot,#iiot [1200] #rstats,#reactjs [872] #analytics,#ai [852] #linux,#serverless [612] #python,#rstats [599] #reactjs,#iot [598] #machinelearning,#ai [594] #futureofwork,#ces2021 [592] #5g,#futureofwork Top Word Pairs in Tweet in G2:
[555] tune,live [535] digital,#ces2021 [388] ces,#ces2021 [349] jan,11 [306] 11,12 [306] 12,13 [306] 13,keynotes [288] best,buy [287] buy,general [287] general,motors Top Word Pairs in Tweet in G3:
[1499] #ai,#machinelearning [1080] gvalan,ipfconline1 [1029] shicooks,diioannid [1023] ipfconline1,shicooks [953] kalydeoo,ym78200 [879] ym78200,nicochan33 [871] pawlowskimario,mvollmer1 [773] deeplearn007,pawlowskimario [660] diioannid,dinisguarda [658] dinisguarda,kalydeoo Top Word Pairs in Tweet in G4:
[56] ces,2021 [15] next,week [12] consumer,electronics [11] lg,gram [10] week,#ces2021 [10] 2021,#ces2021 [9] live,#ces2021 [8] electronics,show [8] icce,2021 [7] best,experiences Top Word Pairs in Tweet in G5:
[131] #tcl,#ces2021 [85] comment,below [56] #ces2021,#experiencemore [46] started,doing [46] doing,necessary [46] necessary,possible [46] possible,re [46] re,#poweringtheimpossible [46] #poweringtheimpossible,tune [46] tune,jan Top Word Pairs in Tweet in G6:
[20] ces,2021 [18] irmaraste,evirahealth [17] next,week [16] ahead,#ces2021 [15] #design,#innovation [14] looking,forward [14] #ces2021,#ces [13] really,proud [13] proud,beep_digital [13] beep_digital,team Top Word Pairs in Tweet in G7:
[80] test,conditions [80] conditions,success [80] success,change [80] change,way [80] #ces2021,techinsider [72] jeroenbartelse,enricomolinari [72] enricomolinari,ingliguori [72] ingliguori,globaliqx [72] globaliqx,exchange5g [72] exchange5g,fabriziobustama Top Word Pairs in Tweet in G8:
[11] ahead,#ces2021 [10] past,present [10] present,always [10] always,driving [10] driving,technology [10] technology,forward [10] forward,year [10] year,ahead [10] #ces2021,hear [10] hear,first Top Word Pairs in Tweet in G9:
[58] #ces2021,#forthosewhodare [39] #rog,#ces2021 [31] 12,janvier [29] manquez,ces [29] ces,2021 [29] 2021,12 [29] janvier,découvrir [29] découvrir,nouveautés [29] nouveautés,rog [29] rog,l'année Top Word Pairs in Tweet in G10:
[47] ces,2020 [46] ready,#ces2021 [45] one,year [45] year,ago [45] ago,amd [45] amd,redefined [45] redefined,excellence [45] excellence,gamers [45] gamers,creators [45] creators,ces 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 G5:
Top Replied-To in G6:
Top Replied-To in G8:
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: