The graph represents a network of 1,643 Twitter users whose tweets in the requested range contained "kdnuggets", or who were replied to or mentioned in those tweets. The network was obtained from the NodeXL Graph Server on Sunday, 28 August 2022 at 02:40 UTC.
The requested start date was Sunday, 28 August 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, 28-minute period from Sunday, 14 August 2022 at 00:29 UTC to Saturday, 27 August 2022 at 23:58 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 : 1643
Unique Edges : 1045
Edges With Duplicates : 5702
Total Edges : 6747
Number of Edge Types : 5
Retweet : 2053
MentionsInRetweet : 2627
Mentions : 956
Replies to : 81
Tweet : 1030
Self-Loops : 1071
Reciprocated Vertex Pair Ratio : 0.017536704730832
Reciprocated Edge Ratio : 0.0344689378757515
Connected Components : 121
Single-Vertex Connected Components : 98
Maximum Vertices in a Connected Component : 1485
Maximum Edges in a Connected Component : 6428
Maximum Geodesic Distance (Diameter) : 9
Average Geodesic Distance : 3.655761
Graph Density : 0.000924825580490221
Modularity : 0.288732
NodeXL Version : 1.0.1.504
Data Import : The graph represents a network of 1,643 Twitter users whose tweets in the requested range contained "kdnuggets", or who were replied to or mentioned in those tweets. The network was obtained from the NodeXL Graph Server on Sunday, 28 August 2022 at 02:40 UTC.
The requested start date was Sunday, 28 August 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, 28-minute period from Sunday, 14 August 2022 at 00:29 UTC to Saturday, 27 August 2022 at 23:58 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 : kdnuggets
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:
[1422] machine,learning [879] data,science [559] learning,data [541] learning,mastery [539] kaggle,machine [536] websites,come [536] come,handy [536] handy,machine [536] science,kaggle [532] sumanth_077,websites Top Word Pairs in Tweet in G1:
[1052] machine,learning [529] data,science [526] websites,come [526] come,handy [526] handy,machine [526] learning,data [526] science,kaggle [526] kaggle,machine [526] learning,mastery [525] sumanth_077,websites Top Word Pairs in Tweet in G2:
[69] machine,learning [48] data,science [40] complete,collection [34] queries,solved [33] projects,part [32] sql,queries [29] kdnuggets,complete [27] kdnuggets,#data [26] collection,data [26] science,projects Top Word Pairs in Tweet in G3:
[113] data,science [95] machine,learning [81] #datascience,#ai [73] #ai,beginners [62] #ml,#ai [61] #serverless,#codenewbie [61] #codenewbie,#ml [59] #ai,#machinelearning [59] beginners,microsoft [59] microsoft,course Top Word Pairs in Tweet in G4:
[86] #analytics,#datascience [85] machine,learning [80] #ai,#machinelearning [70] data,science [69] #datascience,#ai [68] #bigdata,#analytics [51] #iot,#iiot [50] #machinelearning,#iot [49] #iiot,#python [43] artificial,intelligence Top Word Pairs in Tweet in G5:
[39] machine,learning [39] course,kdnuggets [34] data,science [31] free,ai [30] ai,beginners [30] beginners,course [13] free,python [13] python,project [13] project,coding [13] coding,course Top Word Pairs in Tweet in G6:
[36] kdnuggets,#datascience [36] #datascience,#ai [36] #ai,#ml [34] #ml,#data [34] #data,#bigdata [31] #datascience,#datavisualization [31] #datavisualization,#dataanalytics [31] #dataanalytics,#datafam [13] data,science [11] more,#ai Top Word Pairs in Tweet in G7:
[2] braincures,linkedin [2] linkedin,longevitytech [2] longevitytech,globalgoalsai [2] globalgoalsai,monalinejad [2] monalinejad,joannashields [2] joannashields,pierrepinna [2] pierrepinna,ipfconline1 [2] ipfconline1,daverg47 [2] #fintech,regulation [2] regulation,legal Top Word Pairs in Tweet in G8:
[33] kevin_jackson,sallyeaves [26] sallyeaves,schmarzo [22] schmarzo,kdnuggets [22] kdnuggets,akwyz [22] akwyz,brettking [22] brettking,technative [22] technative,miad [19] #ai,#aiio [19] #aiio,#bigdata [19] #bigdata,#ml Top Word Pairs in Tweet in G9:
[6] free,ai [6] ai,beginners [6] beginners,course [6] artificial,intelligence [5] kdnuggets,news [5] news,august [5] august,10 [5] 10,free [5] course,demand [5] demand,artificial Top Word Pairs in Tweet in G10:
[8] deep,learning [8] learning,development [8] development,google [8] google,colab [8] colab,tensorflow [8] tensorflow,keras [8] keras,pytorch [8] pytorch,#tensorflow [8] #tensorflow,#pytorch [2] best,project Top Replied-To in Entire Graph:
Top Replied-To in G2:
Top Replied-To in G3:
Top Replied-To in G5:
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: