The graph represents a network of 5,883 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 Sunday, 02 January 2022 at 19:10 UTC.
The tweets in the network were tweeted over the 2-day, 3-hour, 21-minute period from Friday, 31 December 2021 at 14:55 UTC to Sunday, 02 January 2022 at 18:16 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 : 5883
Unique Edges : 31464
Edges With Duplicates : 67190
Total Edges : 98654
Number of Edge Types : 5
Retweet : 16211
MentionsInRetweet : 69822
Mentions : 9735
Replies to : 1937
Tweet : 949
Self-Loops : 1309
Reciprocated Vertex Pair Ratio : 0.0294010448305188
Reciprocated Edge Ratio : 0.0571226248082143
Connected Components : 368
Single-Vertex Connected Components : 236
Maximum Vertices in a Connected Component : 5024
Maximum Edges in a Connected Component : 97562
Maximum Geodesic Distance (Diameter) : 13
Average Geodesic Distance : 3.36149
Graph Density : 0.00122428729371561
Modularity : 0.229184
NodeXL Version : 1.0.1.449
Data Import : The graph represents a network of 5,883 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 Sunday, 02 January 2022 at 19:10 UTC.
The tweets in the network were tweeted over the 2-day, 3-hour, 21-minute period from Friday, 31 December 2021 at 14:55 UTC to Sunday, 02 January 2022 at 18:16 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:
[4580] #ces2022,#ces [3150] #100daysofcode,#flutter [2430] #tensorflow,#javascript [2317] #ces,ces [2154] #bigdata,#analytics [1857] #rstats,#reactjs [1843] #python,#javascript [1824] #javascript,#tensorflow [1807] #javascript,#marketing [1772] #machinelearning,#ai Top Word Pairs in Tweet in G1:
[3550] #ces2022,#ces [2924] #100daysofcode,#flutter [2313] #tensorflow,#javascript [2052] #bigdata,#analytics [1971] #ces,ces [1782] #python,#javascript [1762] #rstats,#reactjs [1747] #javascript,#tensorflow [1714] #javascript,#marketing [1672] #machinelearning,#ai Top Word Pairs in Tweet in G2:
[703] #ces2022,#ces [555] #ai,#machinelearning [537] #ces2022,cc [453] margaretsiegien,pawlowskimario [384] pawlowskimario,mvollmer1 [363] kalydeoo,ym78200 [347] ym78200,nicochan33 [332] gvalan,ipfconline1 [308] nicochan33,chboursin [307] mvollmer1,gvalan Top Word Pairs in Tweet in G3:
[289] tune,live [230] #ces,ces [225] #ces2022,#ces [154] #ces2022,join [152] visionary,leaders [142] future,technology [125] countdown,#ces2022 [123] samsung,more [122] #ces2022,tune [122] live,january Top Word Pairs in Tweet in G4:
[488] much,more [486] follow,stay [486] stay,tuned [486] #tcl_miniled,technology [486] technology,much [486] more,we've [486] we've,prepared [486] prepared,past [486] past,years [486] years,mark Top Word Pairs in Tweet in G5:
[117] #lenovoces,#ces2022 [101] total,number [71] #ces2022,lenovo [55] number,x [48] lenovo,total [43] samsung,pm1743 [43] pm1743,pcie [42] perks,job [42] job,going [42] going,save Top Word Pairs in Tweet in G6:
[55] #tensorflow,#javascript [54] #ces2022,#ces [53] #100daysofcode,#flutter [51] #javascript,#marketing [48] #vr,#ar [45] #ces,#countdown [45] #sierraspace,#dreamchaser [41] #coding,#tensorflow [39] #ces,#digitaltransformation [38] #ces,ces Top Word Pairs in Tweet in G7:
[37] ces,2022 [11] #ces,#ces2022 [10] day,early [9] #ces2022,#ces [7] #ces2022,vegas [7] one,day [6] learn,more [5] consumer,electronics [5] #ces2022,see [5] vegas,#ces2022 Top Word Pairs in Tweet in G8:
[244] podrás,ganar [242] 04,01 [242] nuestro,nuevo [242] nuevo,galaxy [165] #samsung,#ces2022 [163] evento,directo [163] directo,#samsung [162] ganar,nuestro [162] galaxy,quieres [162] quieres,hacer Top Word Pairs in Tweet in G9:
[28] spirosmargaris,jimmarous [26] #ces2022,spirosmargaris [24] enricomolinari,psb_dc [24] #neobanks,#finserv [24] psb_dc,leimer [22] 2021,#fintech [22] #fintech,roundup [22] roundup,top [22] top,20 [22] 20,independent Top Word Pairs in Tweet in G10:
[62] #ces2022,cc [37] #ai,#machinelearning [30] cc,deeplearn007 [19] #machinelearning,#ces2022 [12] #machinelearning,#deeplearning [11] deeplearn007,jblefevre60 [10] deeplearn007,spirosmargaris [10] deeplearn007,ahier [9] deeplearn007,kirkdborne [9] #ai,#ces2022 Top Replied-To in Entire Graph:
Top Replied-To in G1:
Top Replied-To in G2:
Top Replied-To in G3:
Top Replied-To in G5:
Top Replied-To in G6:
Top Replied-To in G8:
Top Replied-To in G9:
Top Mentioned in Entire Graph:
Top Mentioned in G1:
Top Mentioned in G2:
Top Mentioned in G3:
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Top Mentioned in G5:
Top Mentioned in G6:
Top Mentioned in G7:
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: