The graph represents a network of 2,919 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 Wednesday, 23 December 2020 at 09:46 UTC.
The tweets in the network were tweeted over the 8-day, 8-hour, 51-minute period from Tuesday, 15 December 2020 at 00:32 UTC to Wednesday, 23 December 2020 at 09:24 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 : 2919
Unique Edges : 17131
Edges With Duplicates : 19094
Total Edges : 36225
Number of Edge Types : 5
Retweet : 4445
MentionsInRetweet : 27758
Mentions : 3258
Replies to : 82
Tweet : 682
Self-Loops : 771
Reciprocated Vertex Pair Ratio : 0.0435965954077593
Reciprocated Edge Ratio : 0.0835506662240979
Connected Components : 323
Single-Vertex Connected Components : 209
Maximum Vertices in a Connected Component : 2370
Maximum Edges in a Connected Component : 35552
Maximum Geodesic Distance (Diameter) : 10
Average Geodesic Distance : 3.078677
Graph Density : 0.00247591997879225
Modularity : 0.300826
NodeXL Version : 1.0.1.441
Data Import : The graph represents a network of 2,919 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 Wednesday, 23 December 2020 at 09:46 UTC.
The tweets in the network were tweeted over the 8-day, 8-hour, 51-minute period from Tuesday, 15 December 2020 at 00:32 UTC to Wednesday, 23 December 2020 at 09:24 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:
[1052] #ai,#machinelearning [357] #iot,#5g [334] spirosmargaris,haroldsinnott [325] shicooks,diioannid [309] shicooks,mvollmer1 [298] labordeolivier,kalydeoo [271] tewoz,curieuxexplorer [266] #ai,#iot [258] #robotics,#ces2021 [258] #iot,#iiot Top Word Pairs in Tweet in G1:
[212] ces,#ces2021 [131] digital,#ces2021 [130] vergecurrency,xvg [116] ces,2021 [113] stay,tuned [108] voice,life [105] xvg,#ces2021 [90] innovation,awards [82] sooo,xvg [82] #ces2021,stay Top Word Pairs in Tweet in G2:
[778] #ai,#machinelearning [306] spirosmargaris,haroldsinnott [288] shicooks,diioannid [223] ym78200,kalydeoo [218] gvalan,ipfconline1 [208] kalydeoo,nicochan33 [192] #machinelearning,#robotics [189] diioannid,shicooks [185] ym78200,nicochan33 [172] ipfconline1,shicooks Top Word Pairs in Tweet in G3:
[230] #iot,#5g [190] #ai,#iot [188] #iot,#iiot [177] #ces2021,#futureofwork [158] #digitaltransformation,#futureofwork [154] #futureofwork,#ces2021 [143] #ces2021,#100daysofcode [139] #5g,#ces2021 [137] #ai,#machinelearning [132] #digitaltransformation,#ces2021 Top Word Pairs in Tweet in G4:
[33] ces,2021 [26] upcoming,sessions [19] technology,help [17] 11,14 [17] learn,more [16] help,build [16] build,more [16] more,resilient [16] resilient,future [16] future,find Top Word Pairs in Tweet in G5:
[174] labordeolivier,kalydeoo [161] tewoz,curieuxexplorer [108] #ai,#machinelearning [105] shicooks,mvollmer1 [105] mvollmer1,haroldsinnott [104] kalydeoo,frronconi [104] frronconi,pascal_bornet [104] pascal_bornet,shicooks [99] haroldsinnott,damien_cabadi [98] #machinelearning,#engineering Top Word Pairs in Tweet in G6:
[5] 2021,health [5] health,populi [5] populi,trendcast [5] trendcast,#healthcare [5] #healthcare,forecast [5] forecast,#pandemic [5] #pandemic,#selfcare [5] #selfcare,rebirth [5] rebirth,love [5] love,#publichealth Top Word Pairs in Tweet in G7:
[19] billie,fará [19] fará,uma [19] uma,performance [19] performance,exclusiva [19] exclusiva,#ces2021 [19] #ces2021,acontecerá [19] acontecerá,os [19] os,dias [19] dias,11 [19] 11,14 Top Word Pairs in Tweet in G8:
[5] 13,startups [4] 100,numérique [4] #breakingnews,#khiko [4] #khiko,go4iot [4] go4iot,route [4] route,#ces2021 [4] #ces2021,digital [4] digital,11 [4] 11,14 [4] 14,janvier Top Word Pairs in Tweet in G9:
[8] spatial,reality [8] reality,display [6] honored,win [6] win,#ces2021 [6] #ces2021,best [6] best,innovation [6] innovation,award [6] award,spatial [6] display,learn [3] join,online Top Word Pairs in Tweet in G10:
[13] public,bèta [7] 11,14 [7] 14,january [7] january,exhibitor [7] exhibitor,#ces2021 [7] #ces2021,joining [7] joining,rvo_nederland [7] rvo_nederland,digital [7] digital,mission [7] mission,promote Top Replied-To in Entire Graph:
Top Replied-To in G1:
Top Replied-To in G2:
Top Replied-To in G3:
Top Replied-To in G5:
Top Replied-To in G6:
Top Mentioned in Entire Graph:
Top Mentioned in G1:
Top Mentioned in G2:
Top Mentioned in G3:
Top Mentioned in G4:
Top Mentioned in G5:
Top Mentioned in G6:
Top Mentioned in G8:
Top Mentioned in G9:
Top Mentioned in G10:
Top Tweeters in Entire Graph:
Top Tweeters in G1:
Top Tweeters in G2:
Top Tweeters in G3:
Top Tweeters in G4:
Top Tweeters in G5:
Top Tweeters in G6:
Top Tweeters in G7:
Top Tweeters in G8:
Top Tweeters in G9:
Top Tweeters in G10: