The graph represents a network of 7,133 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 Monday, 11 January 2021 at 02:52 UTC.
The tweets in the network were tweeted over the 1-day, 8-hour, 34-minute period from Saturday, 09 January 2021 at 17:13 UTC to Monday, 11 January 2021 at 01:48 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 : 7133
Unique Edges : 39368
Edges With Duplicates : 71731
Total Edges : 111099
Number of Edge Types : 5
Retweet : 15587
MentionsInRetweet : 83262
Replies to : 840
Tweet : 1490
Mentions : 9920
Self-Loops : 1803
Reciprocated Vertex Pair Ratio : 0.0315885575167377
Reciprocated Edge Ratio : 0.0612425511829606
Connected Components : 320
Single-Vertex Connected Components : 194
Maximum Vertices in a Connected Component : 6558
Maximum Edges in a Connected Component : 110365
Maximum Geodesic Distance (Diameter) : 10
Average Geodesic Distance : 3.18257
Graph Density : 0.00099949764662896
Modularity : 0.250812
NodeXL Version : 1.0.1.442
Data Import : The graph represents a network of 7,133 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 Monday, 11 January 2021 at 02:52 UTC.
The tweets in the network were tweeted over the 1-day, 8-hour, 34-minute period from Saturday, 09 January 2021 at 17:13 UTC to Monday, 11 January 2021 at 01:48 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:
[3577] #ai,#machinelearning [1667] gvalan,ipfconline1 [1598] shicooks,diioannid [1582] ipfconline1,shicooks [1558] #iot,#iiot [1518] pawlowskimario,mvollmer1 [1485] kalydeoo,ym78200 [1372] deeplearn007,pawlowskimario [1311] ym78200,nicochan33 [1227] #rstats,#reactjs Top Word Pairs in Tweet in G1:
[2002] #ai,#machinelearning [1449] #iot,#iiot [1143] #rstats,#reactjs [978] #analytics,#ai [830] #linux,#serverless [722] #machinelearning,#iot [717] #ces2021,#ai [549] gvalan,ipfconline1 [535] #serverless,#flutter [520] shicooks,diioannid Top Word Pairs in Tweet in G2:
[336] ces,#ces2021 [235] ces,2021 [168] voicelife_inc,vergecurrency [151] ahead,ces [132] light,saber [130] #ces2021,ready [128] #ai,#machinelearning [115] vergecurrency,xvg [114] digital,#ces2021 [114] button,re Top Word Pairs in Tweet in G3:
[1422] #ai,#machinelearning [1085] gvalan,ipfconline1 [1049] shicooks,diioannid [1033] ipfconline1,shicooks [958] pawlowskimario,mvollmer1 [956] kalydeoo,ym78200 [916] deeplearn007,pawlowskimario [872] ym78200,nicochan33 [810] diioannid,dinisguarda [810] dinisguarda,kalydeoo Top Word Pairs in Tweet in G4:
[202] 20,years [102] reality,ar [101] last,20 [101] years,software [101] software,ate [101] ate,world [101] world,next [101] next,20 [101] years,ai [101] ai,eat Top Word Pairs in Tweet in G5:
[143] #tcl,#ces2021 [89] comment,below [80] #lenovoces,#ces2021 [74] #experiencemore,#tcl [73] thinkreality,a3 [70] #ces2021,#2daystogo [63] smart,glasses [61] versatile,smart [61] #ces2021,#experiencemore [57] more,#lenovoces Top Word Pairs in Tweet in G6:
[134] ces,2021 [126] tg0info,one [126] one,five [126] five,nominated [126] nominated,ces [126] 2021,'last [126] 'last,gadget [126] gadget,standing' [126] standing',award [126] award,product Top Word Pairs in Tweet in G7:
[25] ces,2021 [7] #ces2021,#ces [5] #ces2021,twitter [5] twitter,nodexl [5] nodexl,sna [5] sna,map [5] map,report [5] january,2021 [5] #ces,#ces2021 [5] 2021,#ces2021 Top Word Pairs in Tweet in G8:
[80] ces,2020 [79] one,year [79] year,ago [79] ago,amd [78] amd,redefined [78] redefined,excellence [78] excellence,gamers [78] gamers,creators [78] creators,ces [78] 2020,ready Top Word Pairs in Tweet in G9:
[86] cnn,español [86] plataformas,digitales [86] digitales,cobertura [86] cobertura,evento [86] evento,tecnología [86] tecnología,grande [86] grande,mundo [86] mundo,guillermo [86] guillermo,arduino [86] arduino,contará Top Word Pairs in Tweet in G10:
[17] french,tech [17] tech,polynésie [11] #ces2021,2020 [11] 2020,#tech4islandsawards [11] #tech4islandsawards,laureates [11] laureates,french [11] polynésie,#tech4islands [11] #tech4islands,booth [11] booth,come [11] come,meet Top Replied-To in Entire Graph:
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Top Replied-To in G5:
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Top Replied-To in G10:
Top Mentioned in Entire Graph:
Top Mentioned in G1:
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Top Tweeters in Entire Graph:
Top Tweeters in G1:
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Top Tweeters in G10: