The graph represents a network of 2,061 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 Monday, 20 February 2023 at 16:20 UTC.
The tweets in the network were tweeted over the 10-day, 3-hour, 5-minute period from Friday, 10 February 2023 at 13:00 UTC to Monday, 20 February 2023 at 16:05 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 : 2061
Unique Edges : 5430
Edges With Duplicates : 5318
Total Edges : 10748
Number of Edge Types : 5
Tweet : 479
Retweet : 2223
MentionsInRetweet : 6195
Mentions : 1793
Replies to : 58
Self-Loops : 756
Reciprocated Vertex Pair Ratio : 0.0342156229825694
Reciprocated Edge Ratio : 0.066167290886392
Connected Components : 270
Single-Vertex Connected Components : 125
Maximum Vertices in a Connected Component : 1322
Maximum Edges in a Connected Component : 9502
Maximum Geodesic Distance (Diameter) : 12
Average Geodesic Distance : 3.968642
Graph Density : 0.00150930597362954
Modularity : 0.411276
NodeXL Version : 1.0.1.510
Data Import : The graph represents a network of 2,061 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 Monday, 20 February 2023 at 16:20 UTC.
The tweets in the network were tweeted over the 10-day, 3-hour, 5-minute period from Friday, 10 February 2023 at 13:00 UTC to Monday, 20 February 2023 at 16:05 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:
[800] #tech,#ces2023 [744] #innovation,#tech [504] #ces,#ces2023 [428] #datascience,#bigdata [331] #innovation,#technology [318] #ai,#datascience [306] #100daysofcode,#coding [306] #technology,#digital [301] #bigdata,#flutter [295] #machinelearning,#ces Top Word Pairs in Tweet in G1:
[735] #tech,#ces2023 [670] #innovation,#tech [221] jblefevre60,frronconi [211] frronconi,curieuxexplorer [187] #robotics,#robots [167] curieuxexplorer,nicochan33 [162] #ces2023,#futureofwork [157] #artificialintelligence,#ai [146] eli_krumova,khulood_almani [142] nicochan33,eli_krumova Top Word Pairs in Tweet in G2:
[25] coolest,tech [23] watch,replays [16] missed,#ces2023 [15] more,catch [15] #ces2023,watch [15] much,more [15] vr,much [15] catch,coolest [15] tech,missed [15] ai,vr Top Word Pairs in Tweet in G3:
[105] retail,industrial [105] #mediatekgenio700,smart [105] smart,retail [105] built,power [105] products,6nm [105] demo,mediatek's [105] iot,chipset [105] genio,700 [105] mediatek's,booth [105] home,smart Top Word Pairs in Tweet in G4:
[296] #ces,#ces2023 [292] #datascience,#bigdata [272] #ai,#datascience [269] #innovation,#technology [266] #technology,#digital [265] #digital,#ai [265] #ces2023,#nft [264] #machinelearning,#ces [260] #100daysofcode,#coding [258] #womenintech,#fintech Top Word Pairs in Tweet in G5:
[86] mined,stmartinspress [86] time,spend [86] cobalt,batteries [86] automakers,gather [86] kind,hellscape [86] models,evs [86] hellscape,cobalt [86] much,time [86] #ces2023,proudly [86] discussing,kind Top Word Pairs in Tweet in G6:
[38] ces,2023 [38] #ces2023,#asuslaptop [38] #asusblog,#ces2023 [30] gt,gt [22] asus,zenbook [22] light,asus [22] #asuslaptop,#zenbook [22] three,thin [22] zenbook,laptops [22] laptops,creators Top Word Pairs in Tweet in G7:
[39] #tech,#ces2023 [37] #innovation,#tech [24] anand_narang,hakomtimeseries [24] hakomtimeseries,darshan_h_sheth [20] adamsconsulting,lyakovet [20] lyakovet,avataverse [15] avataverse,softclouds [15] softclouds,balaji_sandiego [14] #metaverse,#futureofwork [14] darshan_h_sheth,adamsconsulting Top Word Pairs in Tweet in G8:
[10] #innovation,#tech [9] #tech,#technology [8] #ces2023,#ces23 [8] planes,drive [8] #technology,#technews [8] tractors,size [8] size,cars [8] houses,size [8] size,houses [8] cars,fly Top Word Pairs in Tweet in G9:
[41] glasses,soon [41] apple,glasses [41] #ai,#chatgpt [41] #vr,#ai [41] #ces2023,#apple [41] #chatgpt,#nft [41] #apple,#keynote [41] soon,#ar [41] #web3,#ces2023 [41] #nft,#web3 Top Word Pairs in Tweet in G10:
[3] ensure,vibrant [3] reappointed,president [3] president,thrilled [3] continue,working [3] being,reappointed [3] #ces2023,last [3] tech,sector [3] forward,continue [3] vibrant,tech [3] working,protect Top Replied-To in Entire Graph:
Top Replied-To in G1:
Top Replied-To in G4:
Top Replied-To in G6:
Top Replied-To in G8:
Top Mentioned in Entire Graph:
Top Mentioned in G1:
Top Mentioned in G2:
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: