The graph represents a network of 7,483 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 Saturday, 09 January 2021 at 18:27 UTC.
The tweets in the network were tweeted over the 1-day, 16-hour, 25-minute period from Friday, 08 January 2021 at 00:12 UTC to Saturday, 09 January 2021 at 16:37 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 : 7483
Unique Edges : 37874
Edges With Duplicates : 69672
Total Edges : 107546
Number of Edge Types : 5
Retweet : 15224
MentionsInRetweet : 78983
Mentions : 11278
Replies to : 484
Tweet : 1577
Self-Loops : 1948
Reciprocated Vertex Pair Ratio : 0.033486594864689
Reciprocated Edge Ratio : 0.064803152805428
Connected Components : 527
Single-Vertex Connected Components : 348
Maximum Vertices in a Connected Component : 6598
Maximum Edges in a Connected Component : 106451
Maximum Geodesic Distance (Diameter) : 11
Average Geodesic Distance : 3.310363
Graph Density : 0.000879227166001111
Modularity : 0.236369
NodeXL Version : 1.0.1.442
Data Import : The graph represents a network of 7,483 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 Saturday, 09 January 2021 at 18:27 UTC.
The tweets in the network were tweeted over the 1-day, 16-hour, 25-minute period from Friday, 08 January 2021 at 00:12 UTC to Saturday, 09 January 2021 at 16:37 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:
[3423] #ai,#machinelearning [2019] #iot,#iiot [1378] gvalan,ipfconline1 [1311] shicooks,diioannid [1284] ipfconline1,shicooks [1248] #rstats,#reactjs [1148] kalydeoo,ym78200 [1140] pawlowskimario,mvollmer1 [1114] ym78200,nicochan33 [974] #linux,#serverless Top Word Pairs in Tweet in G1:
[661] tune,live [619] digital,#ces2021 [346] jan,11 [336] 12,13 [331] #iot,#iiot [330] general,motors [329] 11,12 [329] 13,keynotes [326] best,buy [326] buy,general Top Word Pairs in Tweet in G2:
[2018] #ai,#machinelearning [1575] #iot,#iiot [975] #rstats,#reactjs [767] #linux,#serverless [732] #analytics,#ai [610] #serverless,#flutter [609] #reactjs,#iot [584] #python,#rstats [549] #machinelearning,#ai [547] #futureofwork,#ces2021 Top Word Pairs in Tweet in G3:
[1171] #ai,#machinelearning [821] gvalan,ipfconline1 [768] shicooks,diioannid [757] ipfconline1,shicooks [651] kalydeoo,ym78200 [605] ym78200,nicochan33 [587] pawlowskimario,mvollmer1 [505] deeplearn007,pawlowskimario [437] nicochan33,chboursin [385] diioannid,dinisguarda Top Word Pairs in Tweet in G4:
[141] test,conditions [141] conditions,success [141] success,change [141] change,way [141] #ces2021,techinsider [86] mt,jblefevre60 [82] 1st,#hyperloop [82] #hyperloop,test [82] way,#travel [82] #travel,#ces2021 Top Word Pairs in Tweet in G5:
[53] ces,2021 [17] next,week [12] consumer,electronics [11] lg,gram [10] 2021,#ces2021 [9] week,#ces2021 [9] live,#ces2021 [9] تكشف,عن [8] learn,more [7] #ces2021,virtual Top Word Pairs in Tweet in G6:
[152] far,take [152] take,vehicle [152] vehicle,technology [152] technology,#samsung [152] #samsung,#harman [152] #harman,#digitalcockpit [152] #digitalcockpit,#ces2021 [18] press,conference [18] ll,#ces2021 [18] #ces2021,#neon Top Word Pairs in Tweet in G7:
[125] #tcl,#ces2021 [79] #ces2021,#experiencemore [66] comment,below [52] mini,led [52] technology,#tcl [39] tcl_tv_global,mini [35] gts,2e [31] led,technology [29] follow,stay [28] display,technologies Top Word Pairs in Tweet in G8:
[59] #ces2021,#forthosewhodare [36] #rog,#ces2021 [31] 12,janvier [31] #forthosewhodare,#rog [30] january,12 [29] manquez,ces [29] ces,2021 [29] 2021,12 [29] janvier,découvrir [29] découvrir,nouveautés Top Word Pairs in Tweet in G9:
[17] #ar,#vr [11] #technology,#ces2021 [9] mbux,hyperscreen [9] #vr,#mr [9] #iot,#iiot [8] #ces2021,#ces [8] mercedesbenz,mbenzes_prensa [8] mbenzes_prensa,mbenzespana [8] mbenzespana,mercedeseq [8] mercedeseq,#mercedes Top Word Pairs in Tweet in G10:
[11] quelles,tendances [11] tendances,tech [11] tech,#ces2021 [11] #ces2021,lutter [11] lutter,contre [11] contre,menaces [11] menaces,invisibles [11] invisibles,garantir [11] garantir,sécurité [11] sécurité,globale Top Replied-To in Entire Graph:
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Top Mentioned in Entire Graph:
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Top Tweeters in Entire Graph:
Top Tweeters in G1:
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Top Tweeters in G10: