The graph represents a network of 3,315 Twitter users whose recent tweets contained "#CES2023", 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 Tuesday, 07 February 2023 at 15:18 UTC.
The tweets in the network were tweeted over the 9-day, 17-hour, 29-minute period from Saturday, 28 January 2023 at 21:10 UTC to Tuesday, 07 February 2023 at 14:39 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 : 3315
Unique Edges : 8117
Edges With Duplicates : 8400
Total Edges : 16517
Number of Edge Types : 5
Retweet : 3251
MentionsInRetweet : 9114
Mentions : 3276
Tweet : 780
Replies to : 96
Self-Loops : 1046
Reciprocated Vertex Pair Ratio : 0.0320597277119016
Reciprocated Edge Ratio : 0.0621276595744681
Connected Components : 438
Single-Vertex Connected Components : 220
Maximum Vertices in a Connected Component : 2314
Maximum Edges in a Connected Component : 15045
Maximum Geodesic Distance (Diameter) : 14
Average Geodesic Distance : 4.635572
Graph Density : 0.000855641453461752
Modularity : 0.429772
NodeXL Version : 1.0.1.510
Data Import : The graph represents a network of 3,315 Twitter users whose recent tweets contained "#CES2023", 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 Tuesday, 07 February 2023 at 15:18 UTC.
The tweets in the network were tweeted over the 9-day, 17-hour, 29-minute period from Saturday, 28 January 2023 at 21:10 UTC to Tuesday, 07 February 2023 at 14:39 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 : #CES2023
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:
[931] #tech,#ces2023 [890] #innovation,#tech [493] #ces,#ces2023 [381] #datascience,#bigdata [312] jblefevre60,frronconi [292] #ai,#ml [287] frronconi,curieuxexplorer [276] #ces2023,#ces [224] #coding,#100daysofcode [203] #innovation,#technology Top Word Pairs in Tweet in G1:
[860] #tech,#ces2023 [841] #innovation,#tech [308] jblefevre60,frronconi [285] frronconi,curieuxexplorer [277] #ai,#ml [213] #datascience,#bigdata [191] #ces,#ces2023 [187] #ces2023,#ces [160] #coding,#100daysofcode [153] haroldsinnott,xbond49 Top Word Pairs in Tweet in G2:
[34] ces,2023 [23] #ces,#ces2023 [22] #ar,#vr [19] learn,more [18] build,shenanigans [18] shenanigans,watch [18] plus,cavin [18] #ai,amd [18] future,#ai [18] dr,lisasu Top Word Pairs in Tweet in G3:
[42] legion,pro [42] lenovo,legion [40] laptop,#giveaway [40] pro,gaming [40] #giveaway,#ces2023 [40] gaming,laptop [37] enter,win [37] win,lenovo [18] ces,2023 [13] #ces,#ces2023 Top Word Pairs in Tweet in G4:
[27] #ces2023,par [27] institut,etudes [27] par,institut [22] stratégie,communication [18] etudes,cisionfrance [18] analyse,#ces2023 [17] #ces,#ces2023 [16] media,créer [16] engagement,réseaux [16] communication,obtenir Top Word Pairs in Tweet in G5:
[144] stmartinspress,freedom_fund [144] cobalt,batteries [144] batteries,mined [144] hellscape,cobalt [144] freedom_fund,cnnfreedom [143] #ces2023,proudly [143] much,time [143] gather,#ces2023 [143] spend,discussing [143] automakers,gather Top Word Pairs in Tweet in G6:
[80] retrofit,solution [57] model,make [57] regardless,model [57] make,year [52] reality,regardless [52] introduction,retrofit [52] solution,entering [52] ride,becomes [52] 2019,introduction [52] revolutionary,adding Top Word Pairs in Tweet in G7:
[52] #ces2023,#asuslaunchevent [35] #asus,#ces2023 [33] learn,more [30] ces,2023 [29] #ces2023,#asuslaptop [28] operations,click [28] ensure,greener [28] help,ensure [28] asus,reaffirmed [28] reaffirmed,commitment Top Word Pairs in Tweet in G8:
[49] #medicalresearch,#surgeons [49] #surgeons,#ces2023 [49] #health,#doctors [49] #doctors,#medicalresearch [45] eliminate,brain [45] brain,tumors [45] need,chemotherapy [45] wireless,implant [45] fascinating,wireless [45] chemotherapy,#health Top Word Pairs in Tweet in G9:
[71] glasses,soon [71] apple,glasses [71] #ai,#chatgpt [71] #vr,#ai [71] #ces2023,#apple [71] #chatgpt,#nft [71] #apple,#keynote [71] soon,#ar [71] #web3,#ces2023 [71] #nft,#web3 Top Word Pairs in Tweet in G10:
[9] #ces2023,#ces [8] futurumresearch's,danielnewmanuv [8] #qualcomm,#snapdragon [8] ces,2023 [6] forbes,article [6] featured,forbes [6] tech,recent [6] recent,ces [6] automotive,tech [6] #automotive,#qualcomm Top Replied-To in Entire Graph:
Top Replied-To in G1:
Top Replied-To in G2:
Top Replied-To in G4:
Top Replied-To in G5:
Top Replied-To in G6:
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:
Top Mentioned in G4:
Top Mentioned in G5:
Top Mentioned in G6:
Top Mentioned in G7:
Top Mentioned in G8:
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: