The graph represents a network of 7,653 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, 08 January 2021 at 19:56 UTC.
The tweets in the network were tweeted over the 1-day, 20-hour, 1-minute period from Wednesday, 06 January 2021 at 22:47 UTC to Friday, 08 January 2021 at 18:49 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 : 7654
Unique Edges : 35750
Edges With Duplicates : 56672
Total Edges : 92422
Number of Edge Types : 5
Retweet : 14453
MentionsInRetweet : 65359
Mentions : 9936
Tweet : 1859
Replies to : 815
Self-Loops : 2114
Reciprocated Vertex Pair Ratio : 0.0370917556465874
Reciprocated Edge Ratio : 0.0715303259227283
Connected Components : 592
Single-Vertex Connected Components : 417
Maximum Vertices in a Connected Component : 6748
Maximum Edges in a Connected Component : 91287
Maximum Geodesic Distance (Diameter) : 11
Average Geodesic Distance : 3.436963
Graph Density : 0.000790937431061856
Modularity : 0.265337
NodeXL Version : 1.0.1.441
Data Import : The graph represents a network of 7,653 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, 08 January 2021 at 19:56 UTC.
The tweets in the network were tweeted over the 1-day, 20-hour, 1-minute period from Wednesday, 06 January 2021 at 22:47 UTC to Friday, 08 January 2021 at 18:49 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:
[2828] #ai,#machinelearning [2203] #iot,#iiot [1156] #rstats,#reactjs [1120] #linux,#serverless [1096] #analytics,#ai [930] #ces2021,#futureofwork [924] gvalan,ipfconline1 [876] shicooks,diioannid [831] ipfconline1,shicooks [782] #serverless,#flutter Top Word Pairs in Tweet in G1:
[555] #lenovoces,#ces2021 [522] tune,live [490] digital,#ces2021 [325] jan,11 [264] #tcl,#ces2021 [253] general,motors [251] best,buy [251] buy,general [234] #ces2021,#experiencemore [230] 11,12 Top Word Pairs in Tweet in G2:
[2048] #iot,#iiot [1899] #ai,#machinelearning [1078] #rstats,#reactjs [1035] #linux,#serverless [1013] #analytics,#ai [755] #ces2021,#futureofwork [732] #serverless,#flutter [706] #reactjs,#iot [702] #python,#rstats [594] #machinelearning,#ai Top Word Pairs in Tweet in G3:
[883] #ai,#machinelearning [556] gvalan,ipfconline1 [537] shicooks,diioannid [499] ipfconline1,shicooks [329] ym78200,kalydeoo [317] pawlowskimario,mvollmer1 [310] ym78200,nicochan33 [303] kalydeoo,ym78200 [291] #machinelearning,#robotics [281] kalydeoo,nicochan33 Top Word Pairs in Tweet in G4:
[59] ces,2021 [22] next,week [16] week,#ces2021 [14] january,11 [12] 11,14 [12] تكشف,عن [9] one,week [9] #ces,#ces2021 [9] 2021,#ces2021 [9] consumer,electronics Top Word Pairs in Tweet in G5:
[150] far,take [150] take,vehicle [150] vehicle,technology [150] technology,#samsung [150] #samsung,#harman [150] #harman,#digitalcockpit [150] #digitalcockpit,#ces2021 [41] #thefirstlook,#ces2021 [28] ces,2021 [18] ハーマン,車を Top Word Pairs in Tweet in G6:
[240] ces,#ces2021 [120] january,11 [118] buy,xvg [118] #crypto,exchange [118] exchange,#verge [118] instant,#exchange [117] ahead,#ces2021 [116] #ces2021,many [116] many,people [116] people,wondering Top Word Pairs in Tweet in G7:
[25] #ar,#vr [18] #iot,#iiot [12] #innovation,#tech [11] apple,hyundai_global [11] arrival,bostondynamics [10] heading,#ces2021 [10] #ces2021,weekend [10] weekend,#apple [10] #apple,making [10] making,more Top Word Pairs in Tweet in G8:
[144] าเด,ม [74] ท,ว [74] neo,qled [74] micro,led [72] ว,samsung [72] samsung,ร [72] ร,นท [72] นท,อปของป [72] อปของป,น [72] น,จะใช Top Word Pairs in Tweet in G9:
[53] #ces2021,#forthosewhodare [37] january,12 [35] #forthosewhodare,#rog [34] 12,10 [34] 10,pst [22] #rog,#ces2021 [20] many,laptops [20] laptops,count [20] count,unveiling [20] unveiling,january Top Word Pairs in Tweet in G10:
[30] #ces2021,#ces [24] #ces,#ces2021 [19] accurate,1930 [19] 1930,drawing [19] drawing,'life [19] 'life,future' [19] future',#iot [19] #iot,#5g [19] #5g,#ai [19] #ai,#ces Top Replied-To in Entire Graph:
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Top Mentioned in Entire Graph:
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Top Tweeters in Entire Graph:
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Top Tweeters in G10: