The graph represents a network of 2,719 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, 04 April 2021 at 04:25 UTC.
The requested start date was Sunday, 04 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, 20-hour, 5-minute period from Sunday, 21 March 2021 at 00:15 UTC to Saturday, 03 April 2021 at 20:21 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 : 2719
Unique Edges : 2069
Edges With Duplicates : 5605
Total Edges : 7674
Number of Edge Types : 5
Replies to : 569
Mentions : 712
Retweet : 2011
MentionsInRetweet : 2826
Tweet : 1556
Self-Loops : 1573
Reciprocated Vertex Pair Ratio : 0.0297118847539016
Reciprocated Edge Ratio : 0.0577091227047508
Connected Components : 749
Single-Vertex Connected Components : 545
Maximum Vertices in a Connected Component : 1619
Maximum Edges in a Connected Component : 6155
Maximum Geodesic Distance (Diameter) : 14
Average Geodesic Distance : 4.02146
Graph Density : 0.0004642608455853
Modularity : 0.40761
NodeXL Version : 1.0.1.444
Data Import : The graph represents a network of 2,719 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, 04 April 2021 at 04:25 UTC.
The requested start date was Sunday, 04 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, 20-hour, 5-minute period from Sunday, 21 March 2021 at 00:15 UTC to Saturday, 03 April 2021 at 20:21 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:
[317] machine,learning [184] natural,language [184] language,processing [172] list,favourite [170] learn,natural [170] processing,solving [170] solving,problems [170] problems,list [170] favourite,nlp [170] nlp,competitions Top Word Pairs in Tweet in G1:
[13] let's,started [13] started,kaggle [13] kaggle,#kaggle [13] #kaggle,#かぐるーど [11] kaggle,competition [11] kaggle,datathon [10] machine,learning [10] みんなからの匿名質問を募集中,こんな質問に答えてるよ [10] #質問箱,#匿名質問募集中 [10] kaggleコンペのために,データ分析の勉強をしています Top Word Pairs in Tweet in G2:
[62] kaggle,competition [51] machine,learning [40] kaggle,#1 [32] ph_singer,kaggle [31] phenomenal,talk [28] csv,competitions [27] know,people [27] people,prefer [27] prefer,personally [27] personally,wish Top Word Pairs in Tweet in G3:
[91] #100daysofcode,#python [88] #python,#kaggle [87] #365daysofcode,#100daysofcode [79] #analytics,#datascience [79] ソフトウェアエンジニアの採用基準インフレ問題,2013年頃までは牧歌的だったデータサイエンティスト採用がいつの間にやkaggleのメダル数とかarxiv発表論文数とかで競うようになったのと同じで [78] #datascience,#ai [78] tjo_datasci,ソフトウェアエンジニアの採用基準インフレ問題 [78] 2013年頃までは牧歌的だったデータサイエンティスト採用がいつの間にやkaggleのメダル数とかarxiv発表論文数とかで競うようになったのと同じで,人気が沸騰して志願者が殺到するようになったら自 [77] #bigdata,#analytics [73] df_christian,#365daysofcode Top Word Pairs in Tweet in G4:
[160] list,favourite [158] learn,natural [158] natural,language [158] language,processing [158] processing,solving [158] solving,problems [158] problems,list [158] favourite,nlp [158] nlp,competitions [157] abhi1thakur,learn Top Word Pairs in Tweet in G5:
[137] machine,learning [134] working,problems [134] problems,best [134] best,way [134] way,learn [134] learn,machine [134] learning,10 [134] 10,problems [134] problems,started [133] svpino,working Top Word Pairs in Tweet in G6:
[13] #kaggle,competition [12] top,10 [11] lauched,medal [11] weekly,kaggle [10] medal,true [10] true,kernel [10] kernel,true [10] true,data [10] data,types [10] pip,install Top Word Pairs in Tweet in G7:
[25] resources,order [24] capeandcode,resources [15] data,science [10] machine,learning [10] deep,learning [8] notebooks,deep [8] learning,tensorflow [8] tensorflow,theano [8] theano,caffe [8] caffe,keras Top Word Pairs in Tweet in G8:
[24] good,morning [24] morning,looking [24] looking,summer [24] summer,code [24] code,student [24] student,work [24] work,tree [24] tree,based [24] based,models [24] models,project Top Word Pairs in Tweet in G9:
[11] week,12 [11] video,games [11] games,sliced [9] #tidytuesday,week [9] 12,video [9] sliced,compared [9] compared,monthly [9] monthly,video [9] video,game [9] game,play Top Word Pairs in Tweet in G10:
[13] voy,preparar [13] preparar,episodio [13] episodio,software [13] software,monotema [13] monotema,torno [13] torno,competiciones [13] competiciones,aprendizaje [13] aprendizaje,automático [13] automático,kaggle [13] kaggle,etc Top Replied-To in Entire Graph:
Top Replied-To in G2:
Top Replied-To in G3:
Top Replied-To in G4:
Top Replied-To in G5:
Top Replied-To in G6:
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:
Top Tweeters in G7:
Top Tweeters in G8:
Top Tweeters in G9:
Top Tweeters in G10: