The graph represents a network of 2,702 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 April 2021 at 04:24 UTC.
The requested start date was Sunday, 25 April 2021 at 00:01 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, 17-minute period from Sunday, 11 April 2021 at 00:23 UTC to Saturday, 24 April 2021 at 23:41 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 : 2702
Unique Edges : 2065
Edges With Duplicates : 5356
Total Edges : 7421
Number of Edge Types : 5
Replies to : 517
Retweet : 1887
MentionsInRetweet : 2706
Tweet : 1458
Mentions : 853
Self-Loops : 1468
Reciprocated Vertex Pair Ratio : 0.033292608430055
Reciprocated Edge Ratio : 0.0644398462902749
Connected Components : 710
Single-Vertex Connected Components : 535
Maximum Vertices in a Connected Component : 1642
Maximum Edges in a Connected Component : 6041
Maximum Geodesic Distance (Diameter) : 11
Average Geodesic Distance : 4.471245
Graph Density : 0.00046354517928086
Modularity : 0.424424
NodeXL Version : 1.0.1.445
Data Import : The graph represents a network of 2,702 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 April 2021 at 04:24 UTC.
The requested start date was Sunday, 25 April 2021 at 00:01 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, 17-minute period from Sunday, 11 April 2021 at 00:23 UTC to Saturday, 24 April 2021 at 23:41 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:
[199] step,step [199] challenge,kaggle [198] step,guide [198] guide,solve [197] solve,titanic [170] machine,learning [121] data,science [111] kaggle,notebooks [102] yesterday,prasoonpratham [102] prasoonpratham,posted Top Word Pairs in Tweet in G1:
[26] data,science [24] machine,learning [15] kaggle,#kaggle [14] started,kaggle [13] kaggle,competitions [13] let's,started [13] #kaggle,#かぐるーど [12] kaggle,masterclass [12] masterclass,build [11] course,kaggle Top Word Pairs in Tweet in G2:
[94] machine,learning [60] data,science [53] kaggle,notebooks [52] launched,way [52] way,share [52] share,kaggle [52] notebooks,website [52] website,blog [52] blog,embed [52] embed,entire Top Word Pairs in Tweet in G3:
[40] chezou,さんから4月23日発売予定の [40] さんから4月23日発売予定の,仕事ではじめる機械学習 [40] 仕事ではじめる機械学習,第2版 [40] 第2版,献本いただきました [40] 献本いただきました,kaggle [40] kaggle,master [40] master,になれたら仕事で機械学習してみたいので勉強します [40] になれたら仕事で機械学習してみたいので勉強します,機械学習基盤をきっちり学ばないと [39] higeponja,chezou [29] 新年度,gw Top Word Pairs in Tweet in G4:
[194] step,step [194] step,guide [194] guide,solve [193] solve,titanic [193] challenge,kaggle [100] yesterday,prasoonpratham [100] prasoonpratham,posted [100] posted,step [99] titanic,challenge [99] kaggle,thought Top Word Pairs in Tweet in G5:
[78] #kaggle,kaggledatasets [39] analysis,gt [39] gt,100 [39] 100,ml [39] ml,competitions [39] competitions,ml_contests [39] ml_contests,fav [39] fav,points [39] points,kaggle [39] kaggle,hosted Top Word Pairs in Tweet in G6:
[41] #30daychartchallenge,day [37] #tidytuesday,week [34] day,18 [34] 18,connections [34] connections,#30daychartchallenge [32] seeing,benefits [32] benefits,doing [32] doing,#dataviz [32] #dataviz,week [32] week,produce Top Word Pairs in Tweet in G7:
[14] awesome,tricks [14] tricks,best [14] best,practices [9] practices,kaggle [7] top,stories [7] stories,apr [7] apr,11 [7] 11,awesome [7] kaggle,deploy [7] deploy,machine Top Word Pairs in Tweet in G8:
[32] 三菱電機のds募集条件,kaggleが必須になってる [32] kaggleが必須になってる,今後は大手メーカーでもkaggle成果が要求されそう [31] kurin_2020,三菱電機のds募集条件 [17] 未経験から外コンのデータサイエンティストに,kaggle [17] kaggle,masterの転職物語 [17] masterの転職物語,resistance0108 [17] resistance0108,resistance0108 [17] resistance0108,#note [15] 転職記事書きました,みんな読んでください [15] みんな読んでください,未経験から外コンのデータサイエンティストに Top Word Pairs in Tweet in G9:
[56] causal,dags [56] dags,incredibly [56] incredibly,useful [56] useful,tool [56] tool,empirical [56] empirical,work [56] work,economics [56] economics,provide [56] provide,clear [56] clear,way Top Word Pairs in Tweet in G10:
[49] 2020,kaggle [49] kaggle,survey [49] survey,regression [49] regression,decision [49] decision,trees [49] trees,ensembles [49] ensembles,dominate [49] dominate,ml [49] ml,applications [48] pmddomingos,2020 Top Replied-To in Entire Graph:
Top Replied-To in G2:
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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:
Top Mentioned in G4:
Top Mentioned in G5:
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:
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Top Tweeters in G10: