The graph represents a network of 6,360 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 21:39 UTC.
The tweets in the network were tweeted over the 1-day, 4-hour, 48-minute period from Sunday, 02 January 2022 at 15:45 UTC to Monday, 03 January 2022 at 20:34 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 : 6383
Unique Edges : 28559
Edges With Duplicates : 68036
Total Edges : 96595
Number of Edge Types : 5
Mentions : 12189
Replies to : 1980
Retweet : 15016
MentionsInRetweet : 65720
Tweet : 1690
Self-Loops : 2133
Reciprocated Vertex Pair Ratio : 0.0431208188925606
Reciprocated Edge Ratio : 0.0826765569463761
Connected Components : 653
Single-Vertex Connected Components : 446
Maximum Vertices in a Connected Component : 5302
Maximum Edges in a Connected Component : 95261
Maximum Geodesic Distance (Diameter) : 13
Average Geodesic Distance : 3.564176
Graph Density : 0.000953105566322091
Modularity : 0.228461
NodeXL Version : 1.0.1.449
Data Import : The graph represents a network of 6,360 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 21:39 UTC.
The tweets in the network were tweeted over the 1-day, 4-hour, 48-minute period from Sunday, 02 January 2022 at 15:45 UTC to Monday, 03 January 2022 at 20:34 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 : Betweenness Centrality
Top Domains
Top Word Pairs in Tweet in Entire Graph:
[4047] #ces2022,#ces [2416] #100daysofcode,#flutter [2094] #python,#rstats [2086] #coding,#100daysofcode [2024] #rstats,#reactjs [1987] #javascript,#tensorflow [1961] #machinelearning,#ai [1956] #reactjs,#iot [1915] #tensorflow,#javascript [1914] #serverless,#flutter Top Word Pairs in Tweet in G1:
[2912] #ces2022,#ces [2210] #100daysofcode,#flutter [1914] #python,#rstats [1880] #coding,#100daysofcode [1867] #rstats,#reactjs [1839] #javascript,#tensorflow [1803] #reactjs,#iot [1783] #machinelearning,#ai [1768] #serverless,#flutter [1733] #flutter,#javascript Top Word Pairs in Tweet in G2:
[950] #ces2022,#ces [681] #ces,#ces2022 [604] #ai,#machinelearning [554] bankofthewest,wai_bnpp [521] #ces2022,cc [506] margaretsiegien,pawlowskimario [483] kalydeoo,ym78200 [476] ym78200,nicochan33 [464] jblefevre60,nicochan33 [431] nicochan33,chboursin Top Word Pairs in Tweet in G3:
[257] #lenovoces,#ces2022 [223] total,number [177] #ces2022,lenovo [110] lenovo,total [91] number,total [72] number,#lenovoces [63] plastic,bottle [58] ces,2022 [56] lenovo,join [49] #ces2022,announcements Top Word Pairs in Tweet in G4:
[78] ces,2022 [36] #ces,#ces2022 [17] learn,more [17] #ces2022,#ces [11] 2022,#ces2022 [10] trends,watch [9] neo,g8 [9] #samsung,#ces2022 [9] tech,trends [9] back,#ces2022 Top Word Pairs in Tweet in G5:
[82] #ces,#ces2022 [74] #ces2022,#nft [55] #nft,#samsung [48] #samsung,#lazylions [38] world,first [37] 2022,tv [36] ceo,prof [36] prof,amnonshashua [36] samsung,announced [35] announced,2022 Top Word Pairs in Tweet in G6:
[252] stay,tuned [252] #tcl_miniled,technology [250] follow,stay [250] technology,much [250] much,more [250] more,we've [250] we've,prepared [250] prepared,past [250] past,years [250] years,mark Top Word Pairs in Tweet in G7:
[112] #ces2022,cc [101] #ai,#machinelearning [56] #ces2022,#ces [55] #emergingtech,#innovation [53] many,thanks [51] thanks,antgrasso [43] #machinelearning,#ai [42] gt,gt [40] #machinelearning,#ces2022 [35] #ai,#python Top Word Pairs in Tweet in G8:
[24] concept,nyx [17] salon,tech [16] nyx,#ces2022 [13] imagine,future [13] future,gaming [13] gaming,concept [13] #ces2022,explore [13] explore,favorite [13] favorite,games [13] games,full Top Word Pairs in Tweet in G9:
[11] ceo,cristianoamon [11] meet,virtual [11] par,ampmetropole [10] #ces,#ces2022 [10] virtual,self [10] self,#ces2022 [9] preview,#ces2022 [9] #ces2022,stellantis [9] stellantis,booth [9] l'édition,laprovence Top Word Pairs in Tweet in G10:
[15] outdoor,cam [13] #ces2022,meeteve [12] thread,enabled [11] time,#ces2022 [9] immediate,availability [9] ces,2022 [9] go,#ces2022 [8] samsung's,#ces2022 [8] #ces2022,monitor [8] monitor,collection Top Replied-To in Entire Graph:
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Top Mentioned in Entire Graph:
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Top Tweeters in Entire Graph:
Top Tweeters in G1:
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Top Tweeters in G10: