The graph represents a network of 7,428 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 00:07 UTC.
The tweets in the network were tweeted over the 1-day, 14-hour, 1-minute period from Friday, 08 January 2021 at 08:54 UTC to Saturday, 09 January 2021 at 22:56 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 : 7428
Unique Edges : 39324
Edges With Duplicates : 70369
Total Edges : 109693
Number of Edge Types : 5
Retweet : 15195
MentionsInRetweet : 81323
Mentions : 11100
Replies to : 486
Tweet : 1589
Self-Loops : 1985
Reciprocated Vertex Pair Ratio : 0.031051359639325
Reciprocated Edge Ratio : 0.0602324207208982
Connected Components : 505
Single-Vertex Connected Components : 331
Maximum Vertices in a Connected Component : 6565
Maximum Edges in a Connected Component : 108606
Maximum Geodesic Distance (Diameter) : 11
Average Geodesic Distance : 3.231153
Graph Density : 0.00092028394267115
Modularity : 0.252179
NodeXL Version : 1.0.1.441
Data Import : The graph represents a network of 7,428 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 00:07 UTC.
The tweets in the network were tweeted over the 1-day, 14-hour, 1-minute period from Friday, 08 January 2021 at 08:54 UTC to Saturday, 09 January 2021 at 22:56 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:
[3596] #ai,#machinelearning [1832] #iot,#iiot [1647] gvalan,ipfconline1 [1565] shicooks,diioannid [1546] ipfconline1,shicooks [1446] kalydeoo,ym78200 [1406] pawlowskimario,mvollmer1 [1340] ym78200,nicochan33 [1216] #rstats,#reactjs [1184] deeplearn007,pawlowskimario Top Word Pairs in Tweet in G1:
[549] tune,live [539] digital,#ces2021 [388] ces,#ces2021 [343] jan,11 [301] 11,12 [301] 13,keynotes [287] general,motors [284] best,buy [283] buy,general [253] live,jan Top Word Pairs in Tweet in G2:
[1991] #ai,#machinelearning [1726] #iot,#iiot [1156] #rstats,#reactjs [887] #analytics,#ai [848] #linux,#serverless [609] #python,#rstats [604] #futureofwork,#ces2021 [594] #reactjs,#iot [588] #machinelearning,#ai [586] #ces2021,#ai Top Word Pairs in Tweet in G3:
[1505] #ai,#machinelearning [1075] gvalan,ipfconline1 [1018] shicooks,diioannid [1012] ipfconline1,shicooks [933] kalydeoo,ym78200 [859] ym78200,nicochan33 [850] pawlowskimario,mvollmer1 [761] deeplearn007,pawlowskimario [640] diioannid,dinisguarda [638] dinisguarda,kalydeoo Top Word Pairs in Tweet in G4:
[31] irmaraste,evirahealth [18] ces,2021 [17] next,week [15] week,#ces2021 [14] balancing,energy [14] energy,network [13] top,trends [13] #ai,#machinelearning [12] #ces2021,#tech [12] ces,#ces2021 Top Word Pairs in Tweet in G5:
[50] ces,2021 [14] next,week [11] lg,gram [11] consumer,electronics [10] 2021,#ces2021 [9] live,#ces2021 [8] week,#ces2021 [8] icce,2021 [7] january,11 [7] best,experiences Top Word Pairs in Tweet in G6:
[127] #tcl,#ces2021 [81] comment,below [55] #ces2021,#experiencemore [48] started,doing [48] doing,necessary [48] necessary,possible [48] possible,re [48] re,#poweringtheimpossible [48] #poweringtheimpossible,tune [48] tune,jan Top Word Pairs in Tweet in G7:
[58] #ces2021,#forthosewhodare [40] #rog,#ces2021 [31] ces,2021 [31] 12,janvier [30] january,12 [29] manquez,ces [29] 2021,12 [29] janvier,découvrir [29] découvrir,nouveautés [29] nouveautés,rog Top Word Pairs in Tweet in G8:
[9] ice,cream [9] coming,summer [9] summer,2021 [9] 2021,see [9] see,feel [9] feel,time [9] time,experience [9] experience,true [9] true,immersion [9] immersion,jz2000 Top Word Pairs in Tweet in G9:
[56] partir,domingo [56] domingo,pierdas [56] pierdas,cnn [56] cnn,español [56] español,nuestras [56] nuestras,plataformas [56] plataformas,digitales [56] digitales,cobertura [56] cobertura,evento [56] evento,tecnología Top Word Pairs in Tweet in G10:
[7] start,#cleantech [7] ampmetropole,maregionsud [7] maregionsud,cci_amp [7] cci_amp,amfrenchtech [6] #vendredilecture,#bonnesnouvelles [6] #bonnesnouvelles,régionales [6] régionales,#innovation [6] #innovation,amp [6] amp,#international [6] #international,découvrez 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 G6:
Top Replied-To in G7:
Top Replied-To in G8:
Top Replied-To in G10:
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 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: