The graph represents a network of 3,780 Twitter users whose recent tweets contained "kaggle", or who were replied to, mentioned, retweeted or quoted in those tweets, taken from a data set limited to a maximum of 5,000 tweets, tweeted between 3/26/2006 12:00:00 AM and 3/4/2023 5:00:36 PM. The network was obtained from Twitter on Sunday, 05 March 2023 at 05:22 UTC.
The tweets in the network were tweeted over the 4114-day, 7-hour, 28-minute period from Monday, 28 November 2011 at 17:26 UTC to Sunday, 05 March 2023 at 00:54 UTC.
There is an edge for each "replies-to" relationship in a tweet, an edge for each "mentions" relationship in a tweet, an edge for each "retweet" relationship in a tweet, an edge for each "quote" relationship in a tweet, an edge for each "mention in retweet" relationship in a tweet, an edge for each "mention in reply-to" relationship in a tweet, an edge for each "mention in quote" relationship in a tweet, an edge for each "mention in quote reply-to" relationship in a tweet, and a self-loop edge for each tweet that is not from above.
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 : 3780
Unique Edges : 1890
Edges With Duplicates : 9070
Total Edges : 10960
Number of Edge Types : 9
Retweet : 2621
MentionsInRetweet : 3373
Mentions : 457
MentionsInReplyTo : 1721
Replies to : 1251
Tweet : 1341
Quote : 122
MentionsInQuote : 55
MentionsInQuoteReply : 19
Self-Loops : 1822
Reciprocated Vertex Pair Ratio : 0.0505591798695247
Reciprocated Edge Ratio : 0.0962519405633178
Connected Components : 779
Single-Vertex Connected Components : 544
Maximum Vertices in a Connected Component : 2525
Maximum Edges in a Connected Component : 8778
Maximum Geodesic Distance (Diameter) : 15
Average Geodesic Distance : 4.135264
Graph Density : 0.00031565417911012
Modularity : 0.367269
NodeXL Version : 1.0.1.510
Data Import : The graph represents a network of 3,780 Twitter users whose recent tweets contained "kaggle", or who were replied to, mentioned, retweeted or quoted in those tweets, taken from a data set limited to a maximum of 5,000 tweets, tweeted between 3/26/2006 12:00:00 AM and 3/4/2023 5:00:36 PM. The network was obtained from Twitter on Sunday, 05 March 2023 at 05:22 UTC.
The tweets in the network were tweeted over the 4114-day, 7-hour, 28-minute period from Monday, 28 November 2011 at 17:26 UTC to Sunday, 05 March 2023 at 00:54 UTC.
There is an edge for each "replies-to" relationship in a tweet, an edge for each "mentions" relationship in a tweet, an edge for each "retweet" relationship in a tweet, an edge for each "quote" relationship in a tweet, an edge for each "mention in retweet" relationship in a tweet, an edge for each "mention in reply-to" relationship in a tweet, an edge for each "mention in quote" relationship in a tweet, an edge for each "mention in quote reply-to" relationship in a tweet, and a self-loop edge for each tweet that is not from above.
Layout Algorithm : The graph was laid out using the Harel-Koren Fast Multiscale layout algorithm.
Graph Source : TwitterSearch2
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:
[376] machine,learning [319] free,certifications [318] software,engineering [317] python,ml [317] ml,ds [317] certifications,software [317] ds,ai [315] engineering,python [314] denicmarko,free [282] officially,passed Top Word Pairs in Tweet in G1:
[209] public,datasets [208] 200k,public [207] passed,200k [207] officially,passed [206] we've,officially [205] kaggle,we've [83] kaggle,dataset [82] #nasa,turbofan [82] conduct,predictive [82] using,#nasa Top Word Pairs in Tweet in G2:
[44] data,science [41] machine,learning [26] course,kaggle [23] kaggle,book [22] kaggle,competition [21] データ分析競技,実践ガイド [21] book,データ分析競技 [19] winning,models [19] models,world [19] accelerated,#datascience Top Word Pairs in Tweet in G3:
[66] kaggle,models [48] kaggle,competition [41] imho,still [41] potential,imho [41] long,maintained [41] maintained,valuable [41] kaggle,educational [41] aspect,kaggle [41] educational,potential [41] valuable,aspect Top Word Pairs in Tweet in G4:
[300] free,certifications [300] software,engineering [300] certifications,software [300] ml,ds [300] python,ml [300] ds,ai [298] engineering,python [297] denicmarko,free [2] ai,kaggle [2] officially,passed Top Word Pairs in Tweet in G5:
[164] machine,learning [70] data,science [50] passed,200k [50] officially,passed [48] learning,skills [48] hone,machine [48] publicly,available [48] looking,dataset [47] kaggle,officially [47] dataset,hone Top Word Pairs in Tweet in G6:
[32] 本日3月1日付でkaggle,grandmasterの小嵜耕平 [32] が入社いたしました,#ristkaggleteam [32] #ristkaggleteam,はgrandmaster7名 [32] 入社速報,本日3月1日付でkaggle [32] grandmasterの小嵜耕平,smly [32] smly,が入社いたしました [31] はgrandmaster7名,master [31] rist201681,入社速報 [17] kaggle,news [15] language,recognition Top Word Pairs in Tweet in G7:
[74] #bigdata,#analytics [72] #iot,#iiot [61] #analytics,#datascience [58] #python,#rstats [44] data,analysis [42] #iiot,#pytorch [42] #pytorch,#python [41] #rstats,#tensorflow [40] #tensorflow,#java [38] #ai,#machinelearning Top Word Pairs in Tweet in G8:
[64] sign,language [29] kaggle,competition [28] check,kaggle [27] help,make [27] more,accessible [27] language,more [27] #mlolympiad,2023 [27] make,sign [26] accessible,training [26] time,sign Top Word Pairs in Tweet in G9:
[82] top,websites [82] websites,learn [81] javascript,freecodecamp [81] freecodecamp,org [80] damn_coder,top [80] free,html [80] css,w3schools [80] w3schools,javascript [80] learn,skills [80] org,sql Top Word Pairs in Tweet in G10:
[75] sql,datalemur [75] until,master [75] master,mode [75] practice,coding [75] sql,leetcode [75] websites,practice [75] datalemur,sql [75] coding,exercises [75] exercises,until [75] mode,sql Top Replied-To in Entire Graph:
Top Replied-To in G1:
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 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: