The graph represents a network of 4,665 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, 29 May 2022 at 04:24 UTC.
The requested start date was Sunday, 29 May 2022 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, 2-hour, 40-minute period from Sunday, 15 May 2022 at 16:23 UTC to Saturday, 28 May 2022 at 19:03 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 : 4665
Unique Edges : 2975
Edges With Duplicates : 13285
Total Edges : 16260
Number of Edge Types : 5
MentionsInRetweet : 7236
Mentions : 1632
Replies to : 963
Retweet : 4828
Tweet : 1601
Self-Loops : 1790
Reciprocated Vertex Pair Ratio : 0.0234762979683973
Reciprocated Edge Ratio : 0.0458756065284517
Connected Components : 672
Single-Vertex Connected Components : 494
Maximum Vertices in a Connected Component : 3572
Maximum Edges in a Connected Component : 14832
Maximum Geodesic Distance (Diameter) : 11
Average Geodesic Distance : 3.986572
Graph Density : 0.000312581006326077
Modularity : 0.362474
NodeXL Version : 1.0.1.449
Data Import : The graph represents a network of 4,665 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, 29 May 2022 at 04:24 UTC.
The requested start date was Sunday, 29 May 2022 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, 2-hour, 40-minute period from Sunday, 15 May 2022 at 16:23 UTC to Saturday, 28 May 2022 at 19:03 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:
[865] data,science [784] machine,learning [564] #ai,#machinelearning [441] data,set [440] found,amazing [440] amazing,data [438] set,kaggle [429] kaggle,things [428] things,need [428] need,data Top Word Pairs in Tweet in G1:
[180] kaggle,notebook [172] #bigdata,#analytics [138] kaggle,competitions [135] #ai,#machinelearning [126] winning,solutions [120] solutions,past [119] updated,kaggle [119] notebook,check [119] check,winning [119] past,kaggle Top Word Pairs in Tweet in G2:
[32] kaggle,competitions [20] winning,solutions [20] solutions,kaggle [19] data,science [16] machine,learning [15] kaggle,#kaggle [14] course,kaggle [14] jpx,tokyo [14] tokyo,stock [14] stock,exchange Top Word Pairs in Tweet in G3:
[344] machine,learning [301] start,machine [301] learning,hands [301] hands,tutorial [301] tutorial,goes [301] goes,straight [301] straight,coding [301] coding,intro [301] intro,machine [300] 0xbnomial,start Top Word Pairs in Tweet in G4:
[367] data,science [355] found,amazing [355] amazing,data [355] data,set [355] set,kaggle [355] kaggle,things [355] things,need [355] need,data [354] prthgo,found [354] science,starting Top Word Pairs in Tweet in G5:
[36] kaggle,grandmaster [35] 人工知能学会の第85回人工知能セミナー,2022 [35] 2022,11 [35] 11,機械学習コンテストの潮流と上位解法 [35] 機械学習コンテストの潮流と上位解法,で [35] で,kaggle関連のお話をする機会を頂きました [35] kaggle関連のお話をする機会を頂きました,私から全体像の話題を提供しつつ [35] 私から全体像の話題を提供しつつ,kaggle [34] upura0,人工知能学会の第85回人工知能セミナー [34] grandmaster,のお二人に頻出の手法や過去コンテス Top Word Pairs in Tweet in G6:
[86] random,forests [86] forests,such [86] such,great [86] great,tool [86] tool,know [86] know,really [86] really,work [86] work,interactive [86] interactive,notebook [85] jeremyphoward,random Top Word Pairs in Tweet in G7:
[249] free,certifications [249] certifications,software [249] software,engineering [249] engineering,python [249] python,ml [249] ml,ds [249] ds,ai [246] denicmarko,free [16] machine,learning [11] quick,recap Top Word Pairs in Tweet in G8:
[137] machine,learning [126] learning,cloud [126] cloud,#kaggle [125] ruchi798,machine [107] data,science [43] break,data [43] science,learning [43] learning,resources [43] resources,side [42] ruchi798,break Top Word Pairs in Tweet in G9:
[416] #ai,#machinelearning [373] #machinelearning,#analytics [347] #analytics,#kaggle [269] #kaggle,#science [228] milk,#milkit [227] #milkit,milk_it_bsc [220] milk_it_bsc,#ai [218] achine,ntelligence [212] ntelligence,aunch [209] milk,achine Top Word Pairs in Tweet in G10:
[88] data,science [80] looking,practical [80] practical,data [80] science,books [80] books,ace [80] ace,interview [80] interview,nicksinghtech [80] nicksinghtech,ml [80] ml,rasbt [80] rasbt,kaggle 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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