The graph represents a network of 4,612 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, 15 May 2022 at 04:25 UTC.
The requested start date was Sunday, 15 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, 7-hour, 25-minute period from Sunday, 01 May 2022 at 11:35 UTC to Saturday, 14 May 2022 at 19:01 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 : 4612
Unique Edges : 3233
Edges With Duplicates : 12661
Total Edges : 15894
Number of Edge Types : 5
Retweet : 4377
MentionsInRetweet : 6562
Tweet : 1763
Replies to : 1214
Mentions : 1978
Self-Loops : 1875
Reciprocated Vertex Pair Ratio : 0.0273616630999694
Reciprocated Edge Ratio : 0.0532658830531171
Connected Components : 704
Single-Vertex Connected Components : 524
Maximum Vertices in a Connected Component : 3476
Maximum Edges in a Connected Component : 14328
Maximum Geodesic Distance (Diameter) : 11
Average Geodesic Distance : 4.256771
Graph Density : 0.000316045400690645
Modularity : 0.376685
NodeXL Version : 1.0.1.449
Data Import : The graph represents a network of 4,612 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, 15 May 2022 at 04:25 UTC.
The requested start date was Sunday, 15 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, 7-hour, 25-minute period from Sunday, 01 May 2022 at 11:35 UTC to Saturday, 14 May 2022 at 19:01 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:
[625] #ai,#machinelearning [476] data,analyst [474] #machinelearning,#analytics [468] software,engineering [468] python,ml [468] ml,ds [467] free,certifications [467] certifications,software [467] engineering,python [467] ds,ai Top Word Pairs in Tweet in G1:
[132] kaggle,book [107] kaggle,competitions [63] machine,learning [59] step,strategy [59] better,kaggle [58] put,together [58] together,step [58] strategy,those [58] those,wish [58] wish,better Top Word Pairs in Tweet in G2:
[42] machine,learning [33] data,science [26] kaggle,book [20] using,kaggle [18] data,analysis [16] kaggle,#kaggle [15] kaggle,one [15] book,data [15] analysis,machine [14] #python,#プログラミング Top Word Pairs in Tweet in G3:
[449] free,certifications [449] certifications,software [449] software,engineering [449] engineering,python [449] python,ml [449] ml,ds [449] ds,ai [448] denicmarko,free [7] machine,learning [7] data,science Top Word Pairs in Tweet in G4:
[345] speedup,pandas [345] pandas,dataframe [345] dataframe,operations [345] operations,share [345] share,one [345] one,kaggle [345] kaggle,tricks [345] tricks,fast [345] fast,experimentation [345] experimentation,convert Top Word Pairs in Tweet in G5:
[59] 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 [59] 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 [59] grandmaster,masterも多数在籍 [59] masterも多数在籍,スキルを磨くべく業務としてkaggleに参加 [59] 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 [58] preferred_jp,pfnではkagglerを積極採用中です [30] fashion,recommendations [28] personalized,fashion [26] #kaggle,competition [26] competition,google Top Word Pairs in Tweet in G6:
[434] data,analyst [434] analyst,portfolio [217] portfolio,monumental [217] monumental,hiring [217] hiring,process [217] process,places [217] places,host [217] host,data [216] aakriiti_sharma,data [102] github,repo Top Word Pairs in Tweet in G7:
[136] machine,learning [103] learning,projects [98] #bigdata,#analytics [94] #analytics,#datascience [94] #iot,#iiot [94] #iiot,#python [87] #ai,#machinelearning [70] kaggle,dataset [62] using,kaggle [61] #python,#rstats Top Word Pairs in Tweet in G8:
[531] #ai,#machinelearning [473] #machinelearning,#analytics [455] milk,#milkit [434] #analytics,#kaggle [403] #kaggle,#science [321] #milkit,milk_it_bsc [317] milk_it_bsc,#ai [316] achine,ntelligence [316] ntelligence,aunch [310] aunch,nowledge Top Word Pairs in Tweet in G9:
[132] completed,google [132] google,data [132] data,analytics [132] capstone,project [131] finally,completed [131] analytics,certificate [131] certificate,completed [131] completed,capstone [131] project,showcase [131] showcase,skills Top Word Pairs in Tweet in G10:
[7] fawkes_kaggle,paulsipio [4] 08jm08,gorrillasviii [4] gorrillasviii,oluhall [4] oluhall,crypto_cavi [4] crypto_cavi,bunn_zack [4] bunn_zack,danny_rucker18 [4] danny_rucker18,ms_britney305 [4] ms_britney305,shlokitter [4] shlokitter,fawkes_kaggle [4] thisnotkai,stayblackkk Top Replied-To in Entire Graph:
Top Replied-To in G1:
Top Replied-To in G2:
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: