The graph represents a network of 6,890 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, 10 January 2021 at 20:03 UTC.
The tweets in the network were tweeted over the 1-day, 10-hour, 29-minute period from Saturday, 09 January 2021 at 08:28 UTC to Sunday, 10 January 2021 at 18:58 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 : 6890
Unique Edges : 41566
Edges With Duplicates : 79839
Total Edges : 121405
Number of Edge Types : 5
Retweet : 15732
Tweet : 1345
Mentions : 11292
MentionsInRetweet : 92279
Replies to : 757
Self-Loops : 1751
Reciprocated Vertex Pair Ratio : 0.0293371483071054
Reciprocated Edge Ratio : 0.0570020199025258
Connected Components : 316
Single-Vertex Connected Components : 190
Maximum Vertices in a Connected Component : 6253
Maximum Edges in a Connected Component : 120563
Maximum Geodesic Distance (Diameter) : 11
Average Geodesic Distance : 3.093039
Graph Density : 0.00113689584434579
Modularity : 0.242989
NodeXL Version : 1.0.1.442
Data Import : The graph represents a network of 6,890 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, 10 January 2021 at 20:03 UTC.
The tweets in the network were tweeted over the 1-day, 10-hour, 29-minute period from Saturday, 09 January 2021 at 08:28 UTC to Sunday, 10 January 2021 at 18:58 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:
[4147] #ai,#machinelearning [1995] gvalan,ipfconline1 [1904] shicooks,diioannid [1891] ipfconline1,shicooks [1846] kalydeoo,ym78200 [1748] #iot,#iiot [1695] pawlowskimario,mvollmer1 [1602] ym78200,nicochan33 [1514] deeplearn007,pawlowskimario [1323] #rstats,#reactjs Top Word Pairs in Tweet in G1:
[435] digital,#ces2021 [395] tune,live [366] ces,2021 [347] ces,#ces2021 [302] #iot,#iiot [283] jan,11 [282] #ai,#machinelearning [247] #rstats,#reactjs [241] 11,12 [241] 13,keynotes Top Word Pairs in Tweet in G2:
[2156] #ai,#machinelearning [1382] #iot,#iiot [1039] #rstats,#reactjs [776] #analytics,#ai [766] #linux,#serverless [711] gvalan,ipfconline1 [679] kalydeoo,ym78200 [667] shicooks,diioannid [665] ipfconline1,shicooks [645] pawlowskimario,mvollmer1 Top Word Pairs in Tweet in G3:
[1693] #ai,#machinelearning [1230] gvalan,ipfconline1 [1185] shicooks,diioannid [1173] ipfconline1,shicooks [1119] kalydeoo,ym78200 [992] pawlowskimario,mvollmer1 [988] ym78200,nicochan33 [938] deeplearn007,pawlowskimario [813] nicochan33,chboursin [795] diioannid,dinisguarda Top Word Pairs in Tweet in G4:
[145] #tcl,#ces2021 [102] comment,below [88] #experiencemore,#tcl [83] #ces2021,#2daystogo [57] mini,led [55] #2daystogo,guess [55] guess,planned [55] planned,#tclces2021 [55] #tclces2021,improve [55] improve,home Top Word Pairs in Tweet in G5:
[32] ces,2021 [8] lg,gram [7] 2021,#ces2021 [6] next,week [6] january,2021 [6] thinkreality,a3 [5] #ces,#ces2021 [5] #oled,#ces2021 [5] first,virtual [5] virtual,ces Top Word Pairs in Tweet in G6:
[79] ces,2020 [77] one,year [77] year,ago [77] ago,amd [77] amd,redefined [77] redefined,excellence [77] excellence,gamers [77] gamers,creators [77] creators,ces [77] 2020,ready Top Word Pairs in Tweet in G7:
[92] 20,years [49] imagine,robots [49] robots,next [49] next,decade [49] decade,#ces2021 [46] last,20 [46] years,software [46] software,ate [46] ate,world [46] world,next Top Word Pairs in Tweet in G8:
[89] cnn,español [89] plataformas,digitales [89] digitales,cobertura [89] cobertura,evento [89] evento,tecnología [89] tecnología,grande [89] grande,mundo [89] mundo,guillermo [89] guillermo,arduino [89] arduino,contará Top Word Pairs in Tweet in G9:
[53] long,takes [53] takes,read [53] read,terms [53] terms,service [53] service,companies [53] companies,#ces2021 [53] #ces2021,doctorow [53] doctorow,#privacy [53] #privacy,#dataprotection [53] #dataprotection,davemichels Top Word Pairs in Tweet in G10:
[48] レノボ,5つの仮想モニタを表示できるスマートグラス [48] 5つの仮想モニタを表示できるスマートグラス,thinkreality [48] thinkreality,a3 [48] a3,#ces2021 [48] #ces2021,#lenovo [2] ハーマン,車を [2] 車を,第3の居住空間 [2] 第3の居住空間,にするコンセプト [2] にするコンセプト,ゲームや動画編集を快適に [2] ゲームや動画編集を快適に,#ハーマン 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 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 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: