The graph represents a network of 3,420 Twitter users whose tweets in the requested range contained "kaggle", or who were replied to or mentioned in those tweets. The network was obtained from the NodeXL Graph Server on Sunday, 25 December 2022 at 05:23 UTC.
The requested start date was Sunday, 25 December 2022 at 01:01 UTC and the maximum number of days (going backward) was 14.
The maximum number of tweets collected was 7,500.
The tweets in the network were tweeted over the 13-day, 23-hour, 5-minute period from Sunday, 11 December 2022 at 01:20 UTC to Sunday, 25 December 2022 at 00:26 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 : 3420
Unique Edges : 1750
Edges With Duplicates : 7064
Total Edges : 8814
Number of Edge Types : 5
MentionsInRetweet : 3349
Mentions : 617
Retweet : 2800
Tweet : 1465
Replies to : 583
Self-Loops : 1514
Reciprocated Vertex Pair Ratio : 0.0251282051282051
Reciprocated Edge Ratio : 0.0490245122561281
Connected Components : 572
Single-Vertex Connected Components : 393
Maximum Vertices in a Connected Component : 2494
Maximum Edges in a Connected Component : 7466
Maximum Geodesic Distance (Diameter) : 12
Average Geodesic Distance : 4.923759
Graph Density : 0.000341914550439665
Modularity : 0.435539
NodeXL Version : 1.0.1.508
Data Import : The graph represents a network of 3,420 Twitter users whose tweets in the requested range contained "kaggle", or who were replied to or mentioned in those tweets. The network was obtained from the NodeXL Graph Server on Sunday, 25 December 2022 at 05:23 UTC.
The requested start date was Sunday, 25 December 2022 at 01:01 UTC and the maximum number of days (going backward) was 14.
The maximum number of tweets collected was 7,500.
The tweets in the network were tweeted over the 13-day, 23-hour, 5-minute period from Sunday, 11 December 2022 at 01:20 UTC to Sunday, 25 December 2022 at 00:26 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 : GraphServerTwitterSearch
Graph Term : kaggle
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:
[441] machine,learning [405] learn,html [285] codechef,codefights [285] codeforces,coderbyte [285] coding,challenges [285] codefights,codeforces [284] sites,programmers [284] challenges,sites [284] programmers,atcoder [284] atcoder,codechef Top Word Pairs in Tweet in G1:
[75] さん,flowlight_ [75] nlpのコンテストを題材として実装を交えながらノウハウを紹介しています,来年2月2日出版予定です [75] upura0,さんと書きました [75] flowlight_,さん [75] さん,upura0 [75] の画像,nlp本を [75] 画像,nlpのコンテストを題材として実装を交えながらノウハウを紹介しています [75] kaggle,の画像 [75] iwiwi,さん [75] nlp本を,iwiwi Top Word Pairs in Tweet in G2:
[95] kaggleに挑む深層学習プログラミングの極意,ks情報科学専門書 [33] ks情報科学専門書,小嵜耕平 [33] 新着ランキング,kaggleに挑む深層学習プログラミングの極意 [33] 小嵜耕平,著 [24] 小嵜,耕平 [23] rna,degradation [23] data,science [21] machine,learning [21] kaggle,book [20] 商品価格,860円 Top Word Pairs in Tweet in G3:
[70] excited,announce [69] outstanding,papers [68] papers,reviewers [68] 500k,awards [68] sponsoring,500k [68] awards,outstanding [68] kaggle,sponsoring [68] reviewers,machine [68] announce,kaggle [68] re,excited Top Word Pairs in Tweet in G4:
[252] challenges,sites [252] codefights,codeforces [252] codechef,codefights [252] sites,programmers [252] codeforces,coderbyte [252] 15,coding [252] coderbyte,codewars [252] atcoder,codechef [252] programmers,atcoder [252] coding,challenges Top Word Pairs in Tweet in G5:
[65] problem,book [65] #featureengineering,practice [65] #machinelearning,problem [65] practice,approaching [65] approaching,#machinelearning [63] kirkdborne,#featureengineering [61] technical,ones [61] more,technical [61] started,yearly [61] yearly,review Top Word Pairs in Tweet in G6:
[238] mode,sql [238] exercises,until [238] 10,favorite [238] master,mode [238] until,master [238] favorite,websites [238] coding,exercises [236] datalemur,sql [178] practice,coding [178] websites,practice Top Word Pairs in Tweet in G7:
[390] learn,html [198] info,react [198] react,scrimba [198] html,css [198] javascript,javascript [198] scrimba,python [198] javascript,info [196] python,kaggle [196] kaggle,python [196] python,php Top Word Pairs in Tweet in G8:
[260] machine,learning [131] kaggle,learn [130] learn,core [130] core,ideas [130] first,models [130] ideas,machine [130] learning,build [130] learning,kaggle [130] intro,machine [130] build,first Top Word Pairs in Tweet in G9:
[138] ways,learn [138] vital,skills [138] kaggle,udacity [138] classpert,open2study [138] udacity,youtube [138] skills,free [138] learn,vital [138] free,2023 [138] 17,ways [138] youtube,coursera Top Word Pairs in Tweet in G10:
[53] machine,learning [26] data,science [24] اللي,بيدرسوا [24] science,او [24] او,أي [24] يكون,صديقكم [24] أي,حد [24] learning,او [24] حد,بيتعلم [24] مجتمع,خاص Top Replied-To in Entire Graph:
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Top Mentioned in Entire Graph:
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Top Tweeters in Entire Graph:
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