The graph represents a network of 6,460 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, 04 January 2021 at 21:29 UTC.
The tweets in the network were tweeted over the 2-day, 12-hour, 31-minute period from Saturday, 02 January 2021 at 08:07 UTC to Monday, 04 January 2021 at 20:39 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 : 6460
Unique Edges : 42656
Edges With Duplicates : 89504
Total Edges : 132160
Number of Edge Types : 5
Retweet : 14591
MentionsInRetweet : 102619
Mentions : 11763
Tweet : 774
Replies to : 2413
Self-Loops : 1036
Reciprocated Vertex Pair Ratio : 0.0345242519155563
Reciprocated Edge Ratio : 0.0667442099141323
Connected Components : 237
Single-Vertex Connected Components : 157
Maximum Vertices in a Connected Component : 6061
Maximum Edges in a Connected Component : 131735
Maximum Geodesic Distance (Diameter) : 9
Average Geodesic Distance : 3.095472
Graph Density : 0.00140112172182047
Modularity : 0.239874
NodeXL Version : 1.0.1.441
Data Import : The graph represents a network of 6,460 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, 04 January 2021 at 21:29 UTC.
The tweets in the network were tweeted over the 2-day, 12-hour, 31-minute period from Saturday, 02 January 2021 at 08:07 UTC to Monday, 04 January 2021 at 20:39 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:
[3826] #ai,#machinelearning [1764] win,surprise [1755] chance,win [1619] #lenovoces,announcements [1619] full,ts [1619] ts,cs [1618] until,#lenovoces [1618] #ces2021,full [1616] below,chance [1572] #lenovoces,#ces2021 Top Word Pairs in Tweet in G1:
[1703] win,surprise [1693] chance,win [1563] #lenovoces,announcements [1563] full,ts [1563] ts,cs [1562] until,#lenovoces [1562] #ces2021,full [1560] below,chance [1537] #lenovoces,#ces2021 [1318] days,until Top Word Pairs in Tweet in G2:
[2329] #ai,#machinelearning [914] gvalan,ipfconline1 [889] ipfconline1,shicooks [816] kalydeoo,ym78200 [791] shicooks,diioannid [640] ym78200,nicochan33 [612] pawlowskimario,mvollmer1 [548] spirosmargaris,deeplearn007 [505] #machinelearning,#deeplearning [503] ym78200,kalydeoo Top Word Pairs in Tweet in G3:
[1322] #ai,#machinelearning [591] kalydeoo,ym78200 [536] #iot,#iiot [486] gvalan,ipfconline1 [481] #iot,#5g [452] pawlowskimario,margaretsiegien [450] ipfconline1,shicooks [420] #ces2021,#futureofwork [406] shicooks,diioannid [372] #ai,#ces2021 Top Word Pairs in Tweet in G4:
[294] ces,#ces2021 [162] vergecurrency,xvg [121] #xvg,xvg [116] voicelife_inc,vergecurrency [109] add,many [109] many,team [109] team,members [109] partners,help [109] help,expand [109] expand,focus Top Word Pairs in Tweet in G5:
[113] january,11 [113] 11,tune [113] tune,samsung [113] samsung,virtual [113] virtual,#ces2021 [113] #ces2021,press [113] press,conference [113] conference,find [113] find,samsung's [113] samsung's,suggestions Top Word Pairs in Tweet in G6:
[291] #iot,#iiot [224] #analytics,#ai [175] #linux,#serverless [160] #ai,#machinelearning [151] #reactjs,#serverless [141] #javascript,#reactjs [129] #ces2021,#futureofwork [128] #100daysofmlcode,#javascript [128] #100daysofcode,#python [126] #ai,#bigdata Top Word Pairs in Tweet in G7:
[23] ces,2021 [10] شركة,lg [10] lg,ستستعرض [10] في,حدث [10] حدث,#ces2021 [8] قابلة,للانحناء [7] مخصصة,للألعاب [7] شاشة,oled [6] ستستعرض,شاشة [6] oled,مخصصة Top Word Pairs in Tweet in G8:
[32] #ces,#ces2021 [24] #ces2021,#ces [16] accurate,1930 [16] 1930,drawing [16] drawing,'life [16] 'life,future' [16] future',#iot [16] #iot,#5g [16] #5g,#ai [16] #ai,#ces Top Word Pairs in Tweet in G9:
[4] congrats,year's [4] year's,npd [4] npd,consumer [4] consumer,electronics [4] electronics,industry [4] industry,performance [4] performance,award [4] award,winners [4] winners,samsungus [4] samsungus,hp Top Word Pairs in Tweet in G10:
[4] until,#lenovoces [4] #lenovoces,announcements [4] below,chance [4] chance,win [4] win,surprise [4] #ces2021,full [4] full,ts [4] ts,cs [3] #lenovoces,#ces2021 [3] agileveron,vinodupreti1 Top Replied-To in Entire Graph:
Top Replied-To in G1:
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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 G9:
Top Tweeters in G10: