The graph represents a network of 6,228 Twitter users whose recent tweets contained "#CES2022", 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, 03 January 2022 at 20:05 UTC.
The tweets in the network were tweeted over the 1-day, 5-hour, 35-minute period from Sunday, 02 January 2022 at 13:30 UTC to Monday, 03 January 2022 at 19:05 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 : 6228
Unique Edges : 28389
Edges With Duplicates : 65528
Total Edges : 93917
Number of Edge Types : 5
Retweet : 15143
Mentions : 10363
Tweet : 1526
MentionsInRetweet : 64916
Replies to : 1969
Self-Loops : 1940
Reciprocated Vertex Pair Ratio : 0.039291196509843
Reciprocated Edge Ratio : 0.0756115257048093
Connected Components : 600
Single-Vertex Connected Components : 412
Maximum Vertices in a Connected Component : 5256
Maximum Edges in a Connected Component : 92771
Maximum Geodesic Distance (Diameter) : 14
Average Geodesic Distance : 3.554295
Graph Density : 0.000995107080762408
Modularity : 0.230509
NodeXL Version : 1.0.1.449
Data Import : The graph represents a network of 6,228 Twitter users whose recent tweets contained "#CES2022", 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, 03 January 2022 at 20:05 UTC.
The tweets in the network were tweeted over the 1-day, 5-hour, 35-minute period from Sunday, 02 January 2022 at 13:30 UTC to Monday, 03 January 2022 at 19:05 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 : #CES2022
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:
[4115] #ces2022,#ces [2601] #100daysofcode,#flutter [2156] #python,#rstats [2133] #coding,#100daysofcode [2073] #tensorflow,#javascript [2066] #rstats,#reactjs [2015] #javascript,#tensorflow [1994] #reactjs,#iot [1984] #machinelearning,#ai [1963] #bigdata,#analytics Top Word Pairs in Tweet in G1:
[2979] #ces2022,#ces [2386] #100daysofcode,#flutter [1946] #python,#rstats [1901] #coding,#100daysofcode [1881] #rstats,#reactjs [1873] #tensorflow,#javascript [1841] #javascript,#tensorflow [1814] #reactjs,#iot [1781] #machinelearning,#ai [1768] #serverless,#flutter Top Word Pairs in Tweet in G2:
[966] #ces2022,#ces [645] #ces,#ces2022 [565] #ai,#machinelearning [499] bankofthewest,wai_bnpp [492] margaretsiegien,pawlowskimario [492] #ces2022,cc [441] ym78200,nicochan33 [436] jblefevre60,nicochan33 [429] kalydeoo,ym78200 [397] nicochan33,chboursin Top Word Pairs in Tweet in G3:
[283] #lenovoces,#ces2022 [234] total,number [188] #ces2022,lenovo [129] number,x [110] lenovo,total [101] x,total [78] number,#lenovoces [61] lenovo,join [59] lenovo,#lenovoces [57] ces,2022 Top Word Pairs in Tweet in G4:
[70] ces,2022 [30] #ces,#ces2022 [16] #ces2022,#ces [15] learn,more [11] #samsung,#ces2022 [10] 2022,#ces2022 [10] neo,g8 [10] samsung,2022 [9] odyssey,neo [9] trends,watch Top Word Pairs in Tweet in G5:
[82] #ces,#ces2022 [72] #ces2022,#nft [54] #nft,#samsung [48] #samsung,#lazylions [39] 2022,tv [36] samsung,announced [36] world,first [35] announced,2022 [35] tv,lineup [35] lineup,include Top Word Pairs in Tweet in G6:
[277] stay,tuned [277] #tcl_miniled,technology [275] follow,stay [275] technology,much [275] much,more [275] more,we've [275] we've,prepared [275] prepared,past [275] past,years [275] years,mark Top Word Pairs in Tweet in G7:
[128] #ces2022,cc [106] #ai,#machinelearning [43] #machinelearning,#ai [42] #ces2022,#ces [41] #machinelearning,#ces2022 [41] many,thanks [40] thanks,antgrasso [36] gt,gt [32] #ai,#python [32] #machinelearning,#deeplearning Top Word Pairs in Tweet in G8:
[24] concept,nyx [17] #ces,#ces2022 [16] nyx,#ces2022 [15] salon,tech [13] imagine,future [13] future,gaming [13] gaming,concept [13] #ces2022,explore [13] explore,favorite [13] favorite,games Top Word Pairs in Tweet in G9:
[50] #ces,#ces2022 [39] #ces2022,#ces [37] #innovation,#ai [30] #tech,#technology [29] future,smartphones [29] smartphones,transparent [29] transparent,devices [29] devices,#smartphone [29] #smartphone,#iot [29] #iot,#100daysofcode Top Word Pairs in Tweet in G10:
[12] par,ampmetropole [11] ceo,cristianoamon [9] l'édition,laprovence [9] meet,virtual [8] preview,#ces2022 [8] #ces2022,stellantis [8] stellantis,booth [8] january,2022 [8] virtual,self [8] self,#ces2022 Top Replied-To in Entire Graph:
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Top Replied-To in G10:
Top Mentioned in Entire Graph:
Top Mentioned in G1:
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Top Tweeters in Entire Graph:
Top Tweeters in G1:
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Top Tweeters in G3:
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Top Tweeters in G10: