The graph represents a network of 5,765 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, 02 January 2021 at 21:25 UTC.
The tweets in the network were tweeted over the 4-day, 14-hour, 41-minute period from Tuesday, 29 December 2020 at 05:45 UTC to Saturday, 02 January 2021 at 20:26 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 : 5765
Unique Edges : 47161
Edges With Duplicates : 98526
Total Edges : 145687
Number of Edge Types : 5
Retweet : 15460
MentionsInRetweet : 117477
Mentions : 10932
Tweet : 1054
Replies to : 764
Self-Loops : 1380
Reciprocated Vertex Pair Ratio : 0.0272784943962783
Reciprocated Edge Ratio : 0.0531082750102923
Connected Components : 249
Single-Vertex Connected Components : 172
Maximum Vertices in a Connected Component : 5375
Maximum Edges in a Connected Component : 145252
Maximum Geodesic Distance (Diameter) : 10
Average Geodesic Distance : 2.963152
Graph Density : 0.0019005424704464
Modularity : 0.225439
NodeXL Version : 1.0.1.441
Data Import : The graph represents a network of 5,765 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, 02 January 2021 at 21:25 UTC.
The tweets in the network were tweeted over the 4-day, 14-hour, 41-minute period from Tuesday, 29 December 2020 at 05:45 UTC to Saturday, 02 January 2021 at 20:26 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:
[4452] #ai,#machinelearning [2074] gvalan,ipfconline1 [2022] ipfconline1,shicooks [1902] shicooks,diioannid [1682] kalydeoo,ym78200 [1441] #iot,#iiot [1261] spirosmargaris,deeplearn007 [1223] pawlowskimario,mvollmer1 [1136] ym78200,nicochan33 [1004] deeplearn007,pawlowskimario Top Word Pairs in Tweet in G1:
[2206] #ai,#machinelearning [1465] gvalan,ipfconline1 [1411] ipfconline1,shicooks [1354] shicooks,diioannid [1137] kalydeoo,ym78200 [865] pawlowskimario,mvollmer1 [820] spirosmargaris,deeplearn007 [776] ym78200,nicochan33 [703] deeplearn007,pawlowskimario [679] mvollmer1,gvalan Top Word Pairs in Tweet in G2:
[2158] #ai,#machinelearning [1252] #iot,#iiot [838] #analytics,#ai [680] #linux,#serverless [614] pierrepinna,#ces2021 [597] gvalan,ipfconline1 [596] ipfconline1,shicooks [537] shicooks,diioannid [531] kalydeoo,ym78200 [527] #ai,#iot Top Word Pairs in Tweet in G3:
[522] win,surprise [519] chance,win [446] until,#lenovoces [446] #lenovoces,announcements [446] comment,answer [446] answer,below [446] below,chance [446] #ces2021,full [446] full,ts [446] ts,amp Top Word Pairs in Tweet in G4:
[325] #digitaltransformation,#ces2021 [311] #ces2021,#futureofwork [248] #happynewyear,#happynewyear2021 [204] #futureofwork,#iot [183] world,year [183] year,world [183] world,fine [183] fine,happy [183] happy,iii5i5iii [183] iii5i5iii,#happynewyear Top Word Pairs in Tweet in G5:
[27] ces,2021 [18] mini,led [12] qned,mini [9] 11,14 [7] #ces2021,#ces [6] learn,more [5] virtual,#ces2021 [5] led,tvs [5] january,2021 [5] olivier,laborde Top Word Pairs in Tweet in G6:
[36] exclusive,sneak [36] sneak,peek [36] peek,next [35] january,13 [33] #ces2021,#ces [33] #ces,#forthosewhodare [33] #forthosewhodare,#rog [30] save,date [30] 13,9am [30] 9am,pst Top Word Pairs in Tweet in G7:
[10] first,look [9] mini,led [7] wherever,world [7] world,re [7] re,invited [7] invited,first [7] look,screen [7] screen,vision [7] vision,begins [7] begins,stay Top Word Pairs in Tweet in G8:
[29] participez,l'#innovationweek [29] #ces2021,direct [29] direct,100 [29] 100,ligne [29] ligne,13 [29] 15,janvier [29] janvier,après [29] après,midis [29] midis,thématiques [29] thématiques,800 Top Word Pairs in Tweet in G9:
[24] people's,republic [24] republic,china [24] china,recognizes [24] recognizes,taiwan [24] taiwan,taiwan [24] taiwan,china [24] china,curious [24] curious,thing [24] thing,see [24] see,ctatech Top Word Pairs in Tweet in G10:
[5] ces,2021 [4] each,january [4] score,attention [3] ces,#ces2021 [3] virtual,digital [3] innovators,score [3] digital,#ces2021 [2] economic,calamity [2] january,vegas [2] vegas,hundreds Top Replied-To in Entire Graph:
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Top Replied-To in G7:
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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 G5:
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Top Tweeters in G7:
Top Tweeters in G8:
Top Tweeters in G9:
Top Tweeters in G10: