The graph represents a network of 6,941 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 Tuesday, 05 January 2021 at 19:20 UTC.
The tweets in the network were tweeted over the 2-day, 5-hour, 12-minute period from Sunday, 03 January 2021 at 13:13 UTC to Tuesday, 05 January 2021 at 18:25 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 : 6941
Unique Edges : 36881
Edges With Duplicates : 79772
Total Edges : 116653
Number of Edge Types : 5
Replies to : 2852
Retweet : 13931
Mentions : 12587
MentionsInRetweet : 86304
Tweet : 979
Self-Loops : 1267
Reciprocated Vertex Pair Ratio : 0.0385370494059546
Reciprocated Edge Ratio : 0.0742141061370856
Connected Components : 323
Single-Vertex Connected Components : 218
Maximum Vertices in a Connected Component : 6381
Maximum Edges in a Connected Component : 116043
Maximum Geodesic Distance (Diameter) : 9
Average Geodesic Distance : 3.217945
Graph Density : 0.00106519461895175
Modularity : 0.246789
NodeXL Version : 1.0.1.441
Data Import : The graph represents a network of 6,941 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 Tuesday, 05 January 2021 at 19:20 UTC.
The tweets in the network were tweeted over the 2-day, 5-hour, 12-minute period from Sunday, 03 January 2021 at 13:13 UTC to Tuesday, 05 January 2021 at 18:25 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:
[3202] #ai,#machinelearning [1855] #lenovoces,#ces2021 [1588] win,surprise [1582] chance,win [1475] until,#lenovoces [1475] #lenovoces,announcements [1474] full,ts [1474] ts,cs [1473] #ces2021,full [1334] days,until Top Word Pairs in Tweet in G1:
[1814] #lenovoces,#ces2021 [1517] win,surprise [1510] chance,win [1410] until,#lenovoces [1410] #lenovoces,announcements [1409] full,ts [1409] ts,cs [1407] #ces2021,full [1267] days,until [1267] announcements,begin Top Word Pairs in Tweet in G2:
[1626] #ai,#machinelearning [999] #iot,#iiot [586] #analytics,#ai [522] #ces2021,#futureofwork [488] kalydeoo,ym78200 [480] gvalan,ipfconline1 [460] pawlowskimario,margaretsiegien [451] ipfconline1,shicooks [440] #linux,#serverless [413] #iot,#5g Top Word Pairs in Tweet in G3:
[1525] #ai,#machinelearning [575] gvalan,ipfconline1 [575] ipfconline1,shicooks [526] kalydeoo,ym78200 [450] shicooks,diioannid [420] ym78200,nicochan33 [348] #machinelearning,#robotics [326] pawlowskimario,mvollmer1 [322] haroldsinnott,gvalan [316] pierrepinna,#ces2021 Top Word Pairs in Tweet in G4:
[392] ces,#ces2021 [238] vergecurrency,xvg [201] january,11 [191] voicelife_inc,vergecurrency [163] 11,2021 [151] #xvg,xvg [146] #wireless,#charging [117] add,many [117] many,team [117] team,members Top Word Pairs in Tweet in G5:
[132] january,11 [127] 11,tune [127] tune,samsung [127] samsung,virtual [127] virtual,#ces2021 [127] #ces2021,press [127] press,conference [127] conference,find [127] find,samsung's [127] samsung's,suggestions Top Word Pairs in Tweet in G6:
[32] ces,2021 [10] january,11 [10] next,week [8] biggest,trends [8] trends,watch [8] شركة,lg [8] lg,ستستعرض [8] في,حدث [8] حدث,#ces2021 [8] #dell,brings Top Word Pairs in Tweet in G7:
[23] #ces,#ces2021 [16] #ces2021,#ces [11] accurate,1930 [11] 1930,drawing [11] drawing,'life [11] 'life,future' [11] future',#iot [11] #iot,#5g [11] #5g,#ai [11] #ai,#ces Top Word Pairs in Tweet in G8:
[20] ces,preview [17] preview,event [16] ces,2021 [12] samsung,présente [12] présente,écran [12] écran,oled [12] oled,pc [12] pc,portable [12] portable,#ces2021 [12] #ces2021,annonce Top Word Pairs in Tweet in G9:
[11] #choosefrance,#frenchtech [11] 11,14 [7] befc,together [7] together,power [7] power,future [7] future,nature [7] tritant,#ces2021 [7] #ces2021,#choosefrance [7] participation,#ces2021 [7] félicitations,aux Top Word Pairs in Tweet in G10:
[35] lg,世界初の画面から音が出る折り曲げ可能oledディスプレイ [35] 世界初の画面から音が出る折り曲げ可能oledディスプレイ,#lg [35] #lg,#ces2021 [9] 今日の人気記事,lg 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: