The graph represents a network of 3,448 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, 12 June 2022 at 04:23 UTC.
The requested start date was Sunday, 12 June 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, 23-hour, 56-minute period from Sunday, 29 May 2022 at 00:04 UTC to Sunday, 12 June 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 : 3448
Unique Edges : 2645
Edges With Duplicates : 8864
Total Edges : 11509
Number of Edge Types : 5
Tweet : 1653
Retweet : 3115
MentionsInRetweet : 4479
Mentions : 1451
Replies to : 811
Self-Loops : 1756
Reciprocated Vertex Pair Ratio : 0.0270788912579957
Reciprocated Edge Ratio : 0.0527299148847831
Connected Components : 663
Single-Vertex Connected Components : 506
Maximum Vertices in a Connected Component : 2399
Maximum Edges in a Connected Component : 10107
Maximum Geodesic Distance (Diameter) : 12
Average Geodesic Distance : 4.068778
Graph Density : 0.0004052920694346
Modularity : 0.359661
NodeXL Version : 1.0.1.449
Data Import : The graph represents a network of 3,448 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, 12 June 2022 at 04:23 UTC.
The requested start date was Sunday, 12 June 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, 23-hour, 56-minute period from Sunday, 29 May 2022 at 00:04 UTC to Sunday, 12 June 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:
[872] ãƒ,ム[576] machine,learning [403] learn,programming [272] data,science [202] 10,websites [202] websites,learn [201] programming,freeðÿ [201] kaggle,✠[200] wanna,learn [200] programming,10 Top Word Pairs in Tweet in G1:
[152] #bigdata,#analytics [152] #analytics,#datascience [152] #deeplearning,#machinelearning [143] machine,learning [122] #machinelearning,#datascience [114] #iot,#iiot [113] #datascience,#100daysofmlcode [109] #100daysofmlcode,#python [103] #datascience,#ai [102] #bigdata,#datascience Top Word Pairs in Tweet in G2:
[254] ãƒ,ム[40] ù,ø [36] ø,ù [30] ø,ø [28] machine,learning [27] ç,æ [25] æ,ç [24] ç,ç [24] ãƒ,ペã [24] ù,ù Top Word Pairs in Tweet in G3:
[152] ãƒ,ム[95] achine,ntelligence [95] ntelligence,aunch [93] aunch,nowledge [89] #ai,#machinelearning [80] milk,achine [80] #analytics,#kaggle [79] #machinelearning,#analytics [74] time,scam [72] forensic,time Top Word Pairs in Tweet in G4:
[44] sudalairajkumar,kaggle [28] last,week [28] week,discovered [28] discovered,grgnn [28] grgnn,mindblowing [28] mindblowing,videos [28] videos,techniques [28] techniques,mastering [28] mastering,color [28] color,wrote Top Word Pairs in Tweet in G5:
[367] learn,programming [183] wanna,learn [183] programming,10 [183] 10,websites [183] websites,learn [182] programming,freeðÿ [182] freeðÿ,✠[182] âœ,kaggle [182] kaggle,✠[182] âœ,geeksforgeeks Top Word Pairs in Tweet in G6:
[159] machine,learning [133] learning,software [133] software,toolbelt [133] toolbelt,jupyterlab [133] jupyterlab,experimentation [133] experimentation,vscode [133] vscode,everything [133] everything,huggingface [128] marktenenholtz,machine [10] data,science Top Word Pairs in Tweet in G7:
[127] machine,learning [122] learn,ml [119] starting,machine [119] learning,journey [119] journey,early [119] early,learn [119] learn,python [119] python,well [119] well,learn [119] ml,fundamentals Top Word Pairs in Tweet in G8:
[69] few,weeks [69] weeks,ago [69] ago,never [69] never,imagined [69] imagined,create [69] create,dashboard [69] dashboard,#viz [69] #viz,using [69] using,#excel [69] #excel,first Top Word Pairs in Tweet in G9:
[157] ãƒ,ム[60] ç,æ [49] ãƒ,æ [49] æ,ç [38] šã,ÿã [37] ÿæ,ç [35] æ,ÿæ [29] æ,ˆã [28] ç,ÿè [28] ÿè,µåš Top Word Pairs in Tweet in G10:
[68] antgoldbloom,benhamner [52] benhamner,stepping [52] stepping,down [32] down,kaggle [28] kaggle,ceo [28] ceo,cto [28] cto,return [28] return,startup [28] startup,roots [28] roots,excited Top Replied-To in Entire Graph:
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Top Mentioned in Entire Graph:
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Top Tweeters in Entire Graph:
Top Tweeters in G1:
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Top Tweeters in G10: