The graph represents a network of 2,020 Twitter users whose recent tweets contained "kdnuggets", 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 3/11/2023 5:00:36 PM. The network was obtained from Twitter on Sunday, 12 March 2023 at 03:41 UTC.
The tweets in the network were tweeted over the 3528-day, 10-hour, 16-minute period from Saturday, 13 July 2013 at 14:35 UTC to Sunday, 12 March 2023 at 00:51 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 : 2020
Unique Edges : 1727
Edges With Duplicates : 9480
Total Edges : 11207
Number of Edge Types : 9
Retweet : 2492
MentionsInRetweet : 3690
Tweet : 1908
Replies to : 190
MentionsInReplyTo : 1255
Mentions : 1539
Quote : 57
MentionsInQuote : 74
MentionsInQuoteReply : 2
Self-Loops : 2308
Reciprocated Vertex Pair Ratio : 0.0310208685843204
Reciprocated Edge Ratio : 0.0601750547045952
Connected Components : 228
Single-Vertex Connected Components : 200
Maximum Vertices in a Connected Component : 1709
Maximum Edges in a Connected Component : 10508
Maximum Geodesic Distance (Diameter) : 8
Average Geodesic Distance : 3.159674
Graph Density : 0.000896434368548296
Modularity : 0.255557
NodeXL Version : 1.0.1.510
Data Import : The graph represents a network of 2,020 Twitter users whose recent tweets contained "kdnuggets", 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 3/11/2023 5:00:36 PM. The network was obtained from Twitter on Sunday, 12 March 2023 at 03:41 UTC.
The tweets in the network were tweeted over the 3528-day, 10-hour, 16-minute period from Saturday, 13 July 2013 at 14:35 UTC to Sunday, 12 March 2023 at 00:51 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 : 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:
[1307] data,science [552] cheat,sheet [357] machine,learning [332] #datascience,#ai [315] science,cheat [310] #ai,#machinelearning [262] #bigdata,#analytics [262] top,free [247] chatgpt,data [239] #analytics,#datascience Top Word Pairs in Tweet in G1:
[288] data,science [183] #bigdata,#analytics [183] #iot,#iiot [172] kdnuggets,#bigdata [161] #analytics,#datascience [145] #ai,#machinelearning [142] cheat,sheet [139] #datascience,#ai [131] kdnuggets,chatgpt [129] #machinelearning,#iot Top Word Pairs in Tweet in G2:
[119] kdnuggets,#ai [83] cheat,sheet [69] data,science [59] #ai,#machinelearning [57] mattmayo13,kdnuggets [56] #chatgpt,cheat [53] #datascience,#ai [41] sheet,kdnuggets [40] download,30 [40] #nlg,#nlproc Top Word Pairs in Tweet in G3:
[134] data,science [66] cheat,sheet [42] machine,learning [38] science,cheat [38] top,free [34] chatgpt,data [24] free,resources [24] sheet,kdnuggets [24] data,scientists [24] resources,learn Top Word Pairs in Tweet in G4:
[598] data,science [219] cheat,sheet [162] #ml,#ai [151] #serverless,#codenewbie [147] #codenewbie,#ml [139] science,cheat [134] #ai,#code [122] #datascience,#ai [120] #code,#datascience [98] kdnuggets,#datascience Top Word Pairs in Tweet in G5:
[123] hoja,trucos [123] toma,hoja [123] pdf,chatgpt [123] máximo,rendimiento [123] trucos,pdf [123] sacarle,máximo [123] chatgpt,sacarle [122] mouredev,toma Top Word Pairs in Tweet in G6:
[9] python,programming [6] intermediate,python [6] programming,crash [6] free,intermediate [6] course,#pythonprogramming [6] crash,course [5] free,pytorch [5] important,fundamentals [5] know,#pytorch [5] pytorch,course Top Word Pairs in Tweet in G7:
[37] kevin_jackson,sallyeaves [31] brettking,technative [31] akwyz,brettking [31] kdnuggets,akwyz [31] schmarzo,kdnuggets [31] technative,miad [31] sallyeaves,schmarzo [19] kdnuggets,#data [17] #fintech,#veuu [15] #payments,#fintech Top Word Pairs in Tweet in G8:
[92] machine,learning [50] data,science [46] mastery,analytics [46] handy,machine [46] kaggle,machine [46] websites,come [46] learning,mastery [46] science,kaggle [46] learning,data [46] come,handy Top Word Pairs in Tweet in G9:
[31] artificial,intelligence [30] free,artificial [28] thesequenceai,free [25] 24,lessons [25] 12,weeks [25] lessons,introduces [25] introduces,learners [25] microsoft,12 [25] beginners,course [25] intelligence,beginners Top Word Pairs in Tweet in G10:
[19] machine,learning [17] cheat,sheet [16] #chatgpt,cheat [13] data,science [13] artificial,intelligence [11] #100daysofcode,#5g [11] 10,free [10] ones,such [10] many,ones [10] support,media Top Replied-To in Entire Graph:
Top Replied-To in G1:
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Top Replied-To in G6:
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Top Mentioned in Entire Graph:
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Top Tweeters in Entire Graph:
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Top Tweeters in G10: