The graph represents a network of 4,647 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, 22 May 2022 at 04:24 UTC.
The requested start date was Sunday, 22 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 12-day, 6-hour, 12-minute period from Monday, 09 May 2022 at 17:47 UTC to Sunday, 22 May 2022 at 00:00 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 : 4647
Unique Edges : 3257
Edges With Duplicates : 13165
Total Edges : 16422
Number of Edge Types : 5
Tweet : 1579
Retweet : 4759
MentionsInRetweet : 7117
Mentions : 1920
Replies to : 1047
Self-Loops : 1736
Reciprocated Vertex Pair Ratio : 0.025110572121558
Reciprocated Edge Ratio : 0.048990953375087
Connected Components : 600
Single-Vertex Connected Components : 436
Maximum Vertices in a Connected Component : 3699
Maximum Edges in a Connected Component : 15138
Maximum Geodesic Distance (Diameter) : 11
Average Geodesic Distance : 4.074756
Graph Density : 0.000332793545444869
Modularity : 0.36002
NodeXL Version : 1.0.1.449
Data Import : The graph represents a network of 4,647 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, 22 May 2022 at 04:24 UTC.
The requested start date was Sunday, 22 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 12-day, 6-hour, 12-minute period from Monday, 09 May 2022 at 17:47 UTC to Sunday, 22 May 2022 at 00:00 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:
[1001] data,science [510] data,analyst [496] analyst,portfolio [468] data,set [439] #ai,#machinelearning [427] found,amazing [427] amazing,data [421] set,kaggle [421] science,starting [419] kaggle,things Top Word Pairs in Tweet in G1:
[152] #bigdata,#analytics [136] kaggle,book [103] data,science [90] #iot,#iiot [86] #ai,#machinelearning [83] #datascience,#ai [81] #analytics,#datascience [74] data,analysis [73] #machinelearning,#iot [71] kaggle,dataset Top Word Pairs in Tweet in G2:
[27] machine,learning [19] kaggle,#kaggle [16] course,kaggle [16] data,science [15] started,kaggle [13] let's,started [13] #kaggle,#かぐるーど [11] kaggle,competitions [10] kaggle,で [10] learning,course Top Word Pairs in Tweet in G3:
[60] pfnではkagglerを積極採用中です,現実世界の困難な課題を機械学習を使って一緒に解決しませんか [60] 現実世界の困難な課題を機械学習を使って一緒に解決しませんか,grandmaster [60] grandmaster,masterも多数在籍 [60] masterも多数在籍,スキルを磨くべく業務としてkaggleに参加 [60] スキルを磨くべく業務としてkaggleに参加,社内スパコンを使って優勝した仲間もいます [59] preferred_jp,pfnではkagglerを積極採用中です [28] fashion,recommendations [26] personalized,fashion [24] ついにkaggle,competitions [24] competitions,grandmasterになれました Top Word Pairs in Tweet in G4:
[341] data,science [339] data,set [339] set,kaggle [338] found,amazing [338] amazing,data [338] kaggle,things [338] things,need [338] need,data [337] prthgo,found [337] science,starting Top Word Pairs in Tweet in G5:
[456] data,analyst [456] analyst,portfolio [228] portfolio,monumental [228] monumental,hiring [228] hiring,process [228] process,places [228] places,host [228] host,data [227] aakriiti_sharma,data [99] github,repo Top Word Pairs in Tweet in G6:
[250] speedup,pandas [250] pandas,dataframe [250] dataframe,operations [250] operations,share [250] share,one [250] one,kaggle [250] kaggle,tricks [250] tricks,fast [250] fast,experimentation [250] experimentation,convert Top Word Pairs in Tweet in G7:
[56] data,science [37] code,comments [32] super,cool [32] cool,comp [32] comp,kaggle [32] kaggle,hosted [32] hosted,googleai [32] googleai,purpose [32] purpose,challenge [32] challenge,figure Top Word Pairs in Tweet in G8:
[84] create,train [60] deep,learning [56] told,create [56] train,deep [56] learning,model [56] model,entirely [56] entirely,scratch [56] scratch,apply [55] jeremyphoward,told [43] buying,high Top Word Pairs in Tweet in G9:
[200] data,science [188] learn,ml [188] ml,data [188] science,read [188] read,tweets [188] tweets,watch [188] watch,videos [188] videos,start [188] start,building [188] building,learn Top Word Pairs in Tweet in G10:
[346] #ai,#machinelearning [320] #machinelearning,#analytics [293] #analytics,#kaggle [240] #kaggle,#science [200] #milkit,milk_it_bsc [196] milk,#milkit [194] milk_it_bsc,#ai [174] achine,ntelligence [169] ntelligence,aunch [160] milk,achine Top Replied-To in Entire Graph:
Top Replied-To in G1:
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Top Replied-To in G10:
Top Mentioned in Entire Graph:
Top Mentioned in G1:
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Top Mentioned in G10:
Top Tweeters in Entire Graph:
Top Tweeters in G1:
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Top Tweeters in G10: