The graph represents a network of 6,147 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 Sunday, 03 January 2021 at 21:35 UTC.
The tweets in the network were tweeted over the 4-day, 4-hour, 50-minute period from Wednesday, 30 December 2020 at 16:00 UTC to Sunday, 03 January 2021 at 20:50 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 : 6147
Unique Edges : 45909
Edges With Duplicates : 94231
Total Edges : 140140
Number of Edge Types : 5
Retweet : 15312
MentionsInRetweet : 111158
Mentions : 11459
Replies to : 1370
Tweet : 841
Self-Loops : 1113
Reciprocated Vertex Pair Ratio : 0.0283397480180269
Reciprocated Edge Ratio : 0.0551174805265431
Connected Components : 196
Single-Vertex Connected Components : 131
Maximum Vertices in a Connected Component : 5817
Maximum Edges in a Connected Component : 139768
Maximum Geodesic Distance (Diameter) : 11
Average Geodesic Distance : 2.998864
Graph Density : 0.00165489386799632
Modularity : 0.232498
NodeXL Version : 1.0.1.441
Data Import : The graph represents a network of 6,147 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 Sunday, 03 January 2021 at 21:35 UTC.
The tweets in the network were tweeted over the 4-day, 4-hour, 50-minute period from Wednesday, 30 December 2020 at 16:00 UTC to Sunday, 03 January 2021 at 20:50 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:
[4499] #ai,#machinelearning [2017] gvalan,ipfconline1 [1920] ipfconline1,shicooks [1789] shicooks,diioannid [1662] kalydeoo,ym78200 [1419] #iot,#iiot [1299] pawlowskimario,mvollmer1 [1215] win,surprise [1209] chance,win [1195] spirosmargaris,deeplearn007 Top Word Pairs in Tweet in G1:
[2521] #ai,#machinelearning [1297] #iot,#iiot [942] #analytics,#ai [746] gvalan,ipfconline1 [726] kalydeoo,ym78200 [725] #linux,#serverless [717] ipfconline1,shicooks [674] #ai,#bigdata [661] shicooks,diioannid [630] #ces2021,#futureofwork Top Word Pairs in Tweet in G2:
[1953] #ai,#machinelearning [1260] gvalan,ipfconline1 [1193] ipfconline1,shicooks [1119] shicooks,diioannid [924] kalydeoo,ym78200 [784] pawlowskimario,mvollmer1 [710] spirosmargaris,deeplearn007 [696] ym78200,nicochan33 [611] deeplearn007,pawlowskimario [589] mvollmer1,gvalan Top Word Pairs in Tweet in G3:
[1181] win,surprise [1171] chance,win [1048] #lenovoces,announcements [1047] until,#lenovoces [1047] #ces2021,full [1047] full,ts [1047] ts,cs [1046] below,chance [739] #lenovoces,#ces2021 [700] comment,answer Top Word Pairs in Tweet in G4:
[270] ces,#ces2021 [159] voicelife_inc,vergecurrency [152] vergecurrency,xvg [129] january,11 [114] 11,2021 [89] #xvg,xvg [85] #vergepay,#ces2021 [70] wireless,charge [62] see,#ces2021 [62] learn,more Top Word Pairs in Tweet in G5:
[214] #digitaltransformation,#ces2021 [214] #ces2021,#futureofwork [213] #happynewyear,#happynewyear2021 [211] world,year [211] year,world [211] world,fine [211] fine,happy [211] happy,iii5i5iii [211] iii5i5iii,#happynewyear [211] #happynewyear2021,#2020biterken Top Word Pairs in Tweet in G6:
[28] ces,2021 [9] شركة,lg [9] lg,ستستعرض [9] في,حدث [9] حدث,#ces2021 [7] 11,14 [6] #ces2021,#ces [6] lg,display [6] transparent,oled [6] شاشة,oled Top Word Pairs in Tweet in G7:
[55] january,13 [52] 13,9am [42] save,date [42] 9am,pst [27] #asus,#beahead [23] stand,crowd [23] crowd,see [23] see,things [23] things,differently [23] differently,ahead Top Word Pairs in Tweet in G8:
[25] #ces2021,#ces [22] #ces,#ces2021 [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 G9:
[9] mypov,left [9] left,nothing [9] nothing,untouched [9] untouched,fr [9] fr,hypocritical [9] hypocritical,poiticians [9] poiticians,#lockdowns [9] #lockdowns,salesforce [9] salesforce,slackhq [9] slackhq,#futureofsoftware Top Word Pairs in Tweet in G10:
[2] lenovo,answer [2] answer,titanium 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 G4:
Top Replied-To in G7:
Top Replied-To in G10:
Top Mentioned in Entire Graph:
Top Mentioned in G1:
Top Mentioned in G2:
Top Mentioned in G3:
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Top Mentioned in G5:
Top Mentioned in G6:
Top Mentioned in G7:
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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: