The graph represents a network of 1,364 Twitter users whose recent tweets contained "#ces2022 OR @CES", 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 Monday, 01 November 2021 at 15:53 UTC.
The tweets in the network were tweeted over the 8-day, 13-hour, 25-minute period from Sunday, 24 October 2021 at 01:59 UTC to Monday, 01 November 2021 at 15:25 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 : 1364
Unique Edges : 4409
Edges With Duplicates : 15458
Total Edges : 19867
Number of Edge Types : 5
Retweet : 3549
Tweet : 79
MentionsInRetweet : 13023
Replies to : 518
Mentions : 2698
Self-Loops : 519
Reciprocated Vertex Pair Ratio : 0.0264402031167922
Reciprocated Edge Ratio : 0.0515182531559195
Connected Components : 55
Single-Vertex Connected Components : 33
Maximum Vertices in a Connected Component : 1260
Maximum Edges in a Connected Component : 19735
Maximum Geodesic Distance (Diameter) : 8
Average Geodesic Distance : 3.290601
Graph Density : 0.00315308434258568
Modularity : 0.222584
NodeXL Version : 1.0.1.447
Graph Gallery URL : https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=265259
Data Import : The graph represents a network of 1,364 Twitter users whose recent tweets contained "#ces2022 OR @CES", 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 Monday, 01 November 2021 at 15:53 UTC.
The tweets in the network were tweeted over the 8-day, 13-hour, 25-minute period from Sunday, 24 October 2021 at 01:59 UTC to Monday, 01 November 2021 at 15:25 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 : #ces2022 OR @CES
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:
[3159] #linux,#insurtech [3157] #frenchtech,#flutter [3156] betamoroney,enilev [3137] #100daysofcode,#javascript [3137] #javascript,#frenchtech [3133] #ces2022,#socialmedia [3124] #bigdata,#100daysofcode [3115] enilev,evasmartai [2939] #datascience,#finserv [2816] #technology,#ces2022 Top Word Pairs in Tweet in G1:
[70] software,power [70] power,ces [53] ces,2022 [53] event,software [41] news,websummit [39] trade,show [37] 200,000 [37] 000,attendees [35] little,news [35] websummit,event Top Word Pairs in Tweet in G2:
[2446] #linux,#insurtech [2445] #frenchtech,#flutter [2442] betamoroney,enilev [2429] #100daysofcode,#javascript [2429] #javascript,#frenchtech [2428] #ces2022,#socialmedia [2420] #bigdata,#100daysofcode [2405] enilev,evasmartai [2274] #datascience,#finserv [2166] #technology,#ces2022 Top Word Pairs in Tweet in G3:
[105] cc,ces [58] #datascience,#finserv [58] #bigdata,#100daysofcode [58] #100daysofcode,#javascript [58] #javascript,#frenchtech [58] #frenchtech,#flutter [58] #linux,#insurtech [58] #ces2022,#socialmedia [58] betamoroney,enilev [58] enilev,evasmartai Top Word Pairs in Tweet in G4:
[654] betamoroney,enilev [653] #linux,#insurtech [652] #frenchtech,#flutter [650] enilev,evasmartai [648] #100daysofcode,#javascript [648] #javascript,#frenchtech [645] #ces2022,#socialmedia [644] #bigdata,#100daysofcode [605] #datascience,#finserv [597] #technology,#ces2022 Top Word Pairs in Tweet in G5:
[10] consumerreports,ces [8] jagograhakjago,consumerreports [8] please,help [5] jagograhakjago,ces [5] ces,consumerreports [4] ces,jagograhakjago [3] delivery,boy [3] jiomart_support,jiomart_india [3] jiomart_india,jiomart [3] mojopizzas,jagograhakjago Top Word Pairs in Tweet in G6:
[75] shi4tech,gvalan [48] envie,découvrir [48] découvrir,meilleur [48] meilleur,l'innovation [48] l'innovation,l'occasion [48] l'occasion,#ces2022 [48] #ces2022,faire [48] faire,crochet [48] crochet,par [48] par,#siliconvalley Top Word Pairs in Tweet in G7:
[5] unaloficial,udistrital [5] universidadean,universidaduptc [3] udistrital,uniandes [3] uniandes,comunidadupn [3] comunidadupn,uis [3] uis,uexternado [3] uexternado,unijaveriana [3] unijaveriana,udemedellin_ [3] udemedellin_,icesi [3] icesi,udecartagena Top Word Pairs in Tweet in G8:
[9] ces,2022 [5] galaxy,s21 [5] s21,fe [4] samsung,galaxy [2] trade,gov [2] #ces2022,#ces [2] #samsung,#galaxys21fe [2] launch,ces Top Word Pairs in Tweet in G9:
[2] drmikeryan,msuzman [2] msuzman,jeancase [2] jeancase,trevormundel [2] trevormundel,juliofdrezende [2] juliofdrezende,suedhellmann [2] suedhellmann,iisd_sdgs [2] iisd_sdgs,stephenminas [2] stephenminas,bankimooncentre [2] bankimooncentre,nancy_marangu [2] nancy_marangu,scheafferoo 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 G5:
Top Replied-To in G6:
Top Replied-To in G7:
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 G7:
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: