The graph represents a network of 4,643 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, 27 December 2020 at 17:14 UTC.
The tweets in the network were tweeted over the 8-day, 9-hour, 33-minute period from Saturday, 19 December 2020 at 06:55 UTC to Sunday, 27 December 2020 at 16:29 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 : 4643
Unique Edges : 43714
Edges With Duplicates : 92053
Total Edges : 135767
Number of Edge Types : 5
Retweet : 13860
MentionsInRetweet : 112494
Replies to : 226
Mentions : 8381
Tweet : 806
Self-Loops : 1055
Reciprocated Vertex Pair Ratio : 0.0284074957888827
Reciprocated Edge Ratio : 0.0552456023613315
Connected Components : 231
Single-Vertex Connected Components : 144
Maximum Vertices in a Connected Component : 4215
Maximum Edges in a Connected Component : 135253
Maximum Geodesic Distance (Diameter) : 9
Average Geodesic Distance : 2.649489
Graph Density : 0.0027194138897738
Modularity : 0.196798
NodeXL Version : 1.0.1.441
Data Import : The graph represents a network of 4,643 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, 27 December 2020 at 17:14 UTC.
The tweets in the network were tweeted over the 8-day, 9-hour, 33-minute period from Saturday, 19 December 2020 at 06:55 UTC to Sunday, 27 December 2020 at 16:29 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:
[4920] #ai,#machinelearning [2098] shicooks,diioannid [1641] ipfconline1,shicooks [1628] gvalan,ipfconline1 [1282] ym78200,nicochan33 [1280] kalydeoo,ym78200 [1260] spirosmargaris,haroldsinnott [1219] ym78200,kalydeoo [1166] #iot,#5g [1090] kalydeoo,nicochan33 Top Word Pairs in Tweet in G1:
[2098] #ai,#machinelearning [796] #ai,#iot [775] #futureofwork,#ces2021 [760] shicooks,diioannid [754] #iot,#5g [665] #iot,#iiot [570] gvalan,ipfconline1 [561] ipfconline1,shicooks [509] #100daysofcode,#python [461] ym78200,nicochan33 Top Word Pairs in Tweet in G2:
[1651] #ai,#machinelearning [1096] shicooks,diioannid [887] ipfconline1,shicooks [867] gvalan,ipfconline1 [662] spirosmargaris,haroldsinnott [632] ym78200,nicochan33 [612] ym78200,kalydeoo [604] kalydeoo,ym78200 [560] kalydeoo,nicochan33 [512] haroldsinnott,gvalan Top Word Pairs in Tweet in G3:
[1142] #ai,#machinelearning [594] pierrepinna,#ces2021 [430] ym78200,#ces2021 [427] #machinelearning,cc [418] ces,#ces2021 [377] vergecurrency,xvg [338] cc,deeplearn007 [325] #machinelearning,#deeplearning [287] cc,jblefevre60 [275] january,11 Top Word Pairs in Tweet in G4:
[19] ces,2021 [10] learn,more [10] 11,14 [8] upcoming,sessions [8] innovation,awards [8] digital,#ces2021 [7] technology,help [6] january,11 [6] innovation,award [6] 2021,#ces2021 Top Word Pairs in Tweet in G5:
[49] #100daysofcode,#python [47] #100daysofmlcode,#javascript [45] #javascript,#reactjs [43] #reactjs,#serverless [27] #womenwhocode,#100daysofcode [25] #digitaltransformation,#futureofwork [25] #futureofwork,#5g [25] #programming,#coding [24] top,20 [24] 20,websites Top Word Pairs in Tweet in G6:
[13] intel,spreads [13] spreads,holiday [13] holiday,cheer [13] cheer,#merrychristmas2020 [13] #merrychristmas2020,#happyholidays [13] #happyholidays,#merrychristmas [13] #merrychristmas,mt [13] mt,seattlelte [13] seattlelte,carstenbkk [13] carstenbkk,#tech 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:
[8] ces,2021 [6] oneplus,8t [6] 8t,concept [6] concept,color [6] color,changing [6] changing,design [6] design,company [6] company,second [6] second,concept [6] concept,phone Top Word Pairs in Tweet in G9:
[6] john,deere [6] deere,honoured [6] honoured,ces [6] ces,x [6] x,series [6] series,combines [6] combines,robotics [6] robotics,category [6] category,#ces2021 [6] #ces2021,#robotics Top Word Pairs in Tweet in G10:
[4] participeront,#ces2021 [3] 11,14 [3] 13,#startup [3] frenchtechbdx,cci_inter_na [3] 100,numérique [2] attendiez,voici [2] voici,13 [2] #startup,nvelleaquitaine [2] nvelleaquitaine,#teamnaqui [2] #teamnaqui,participeront 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 G9:
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: