The graph represents a network of 2,476 Twitter users whose recent tweets contained "#CES2022 OR #CES22 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 Tuesday, 23 November 2021 at 04:19 UTC.
The tweets in the network were tweeted over the 8-day, 14-hour, 53-minute period from Sunday, 14 November 2021 at 12:03 UTC to Tuesday, 23 November 2021 at 02:57 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 : 2476
Unique Edges : 9639
Edges With Duplicates : 42061
Total Edges : 51700
Number of Edge Types : 5
Retweet : 11094
MentionsInRetweet : 33845
Mentions : 5624
Replies to : 890
Tweet : 247
Self-Loops : 1207
Reciprocated Vertex Pair Ratio : 0.0343639921722114
Reciprocated Edge Ratio : 0.0664446798849705
Connected Components : 109
Single-Vertex Connected Components : 73
Maximum Vertices in a Connected Component : 2251
Maximum Edges in a Connected Component : 51433
Maximum Geodesic Distance (Diameter) : 8
Average Geodesic Distance : 3.061259
Graph Density : 0.00215629640508477
Modularity : 0.15791
NodeXL Version : 1.0.1.447
Data Import : The graph represents a network of 2,476 Twitter users whose recent tweets contained "#CES2022 OR #CES22 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 Tuesday, 23 November 2021 at 04:19 UTC.
The tweets in the network were tweeted over the 8-day, 14-hour, 53-minute period from Sunday, 14 November 2021 at 12:03 UTC to Tuesday, 23 November 2021 at 02:57 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 #CES22 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:
[7672] #linux,#insurtech [7656] #100daysofcode,#javascript [7642] #bigdata,#100daysofcode [7474] #finserv,#bigdata [7156] #datascience,#finserv [7066] betamoroney,enilev [6966] #ehealth,#datascience [6908] enilev,evasmartai [6124] #javascript,#frenchtech [6124] #frenchtech,#flutter Top Word Pairs in Tweet in G1:
[321] #linux,#insurtech [318] #100daysofcode,#javascript [317] #bigdata,#100daysofcode [307] #ces2022,#socialmedia [306] #finserv,#bigdata [291] betamoroney,enilev [287] #ehealth,#datascience [281] #datascience,#finserv [271] enilev,evasmartai [261] #javascript,#frenchtech Top Word Pairs in Tweet in G2:
[7335] #linux,#insurtech [7322] #100daysofcode,#javascript [7304] #bigdata,#100daysofcode [7152] #finserv,#bigdata [6862] #datascience,#finserv [6757] betamoroney,enilev [6652] #ehealth,#datascience [6620] enilev,evasmartai [5853] #javascript,#frenchtech [5853] #frenchtech,#flutter Top Word Pairs in Tweet in G3:
[246] #machinelearning,#ai [240] #iot,#iiot [234] #rstats,#reactjs [213] #reactjs,#iot [209] #analytics,#machinelearning [191] #javascript,#tensorflow [180] #ai,#python [171] #linux,#serverless [165] #ces2022,#iot [162] #serverless,#flutter Top Word Pairs in Tweet in G4:
[18] consumerreports,ces [15] jagograhakjago,consumerreports [10] amazon,amazonin [10] flipkart,flipkartsupport [10] flipkartsupport,jeffbezos [10] jeffbezos,amazonuk [8] finminindia,pmoindia [7] amazonhelp,amazon [7] ces,finminindia [7] pmoindia,cybercrimecid Top Word Pairs in Tweet in G5:
[21] ces,2022 [13] innovation,awards [10] 2022,innovation [7] #ces,#ces2022 [6] wi,fi [4] ces,innovation [3] #ces2022,#ces [3] smk,electronics [3] named,ces [3] awards,honoree Top Word Pairs in Tweet in G6:
[99] प,य [99] ज,ञप [99] ञप,त [68] #rstats,#reactjs [68] #reactjs,#iot [68] #iot,#iiot [67] #analytics,#machinelearning [67] #machinelearning,#ai [66] #ai,#python [66] #python,#rstats Top Word Pairs in Tweet in G7:
[2] statedept,secblinken [2] secblinken,hillaryclinton [2] hillaryclinton,vp [2] vp,realncis [2] realncis,intrepidmuseum [2] intrepidmuseum,navy [2] navy,xmenmovies [2] xmenmovies,startrek [2] startrek,xtina [2] xtina,opry Top Word Pairs in Tweet in G8:
[9] ces,2022 [9] 2022,innovation [9] vuzix,shield [8] innovation,awards [7] proud,announce [7] announce,vuzix [7] shield,named [7] named,honoree [7] honoree,multiple [7] multiple,ces Top Word Pairs in Tweet in G9:
[19] unveiling,leopard [19] leopard,fully [19] fully,autonomous [19] autonomous,concept [19] concept,vehicle [19] vehicle,leverages [19] leverages,ultra [19] ultra,modular [19] modular,ev [19] ev,platform Top Word Pairs in Tweet in G10:
[9] rueda,prensa [8] #ces2022,ingridmotta [8] ingridmotta,heberto74 [7] analisis,rueda [7] prensa,previa [7] previa,#ces2022 [7] innovation,awards [7] awards,honoree [6] wi,fi [6] 4x,speed Top Replied-To in Entire Graph:
Top Replied-To in G1:
Top Replied-To in G2:
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Top Replied-To in G4:
Top Replied-To in G7:
Top Replied-To in G8:
Top Replied-To in G9:
Top Replied-To in G10:
Top Mentioned in Entire Graph:
Top Mentioned in G1:
Top Mentioned in G2:
Top Mentioned in G3:
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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: