The graph represents a network of 2,231 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, 21 August 2022 at 02:42 UTC.
The requested start date was Sunday, 21 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, 7-hour, 15-minute period from Sunday, 07 August 2022 at 00:05 UTC to Saturday, 20 August 2022 at 07:20 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 : 2231
Unique Edges : 1185
Edges With Duplicates : 8009
Total Edges : 9194
Number of Edge Types : 5
Retweet : 2941
MentionsInRetweet : 3643
Tweet : 1427
Replies to : 131
Mentions : 1052
Self-Loops : 1483
Reciprocated Vertex Pair Ratio : 0.0172732880937693
Reciprocated Edge Ratio : 0.0339599757428745
Connected Components : 132
Single-Vertex Connected Components : 108
Maximum Vertices in a Connected Component : 2059
Maximum Edges in a Connected Component : 8856
Maximum Geodesic Distance (Diameter) : 8
Average Geodesic Distance : 3.309678
Graph Density : 0.000662897250926106
Modularity : 0.286686
NodeXL Version : 1.0.1.504
Data Import : The graph represents a network of 2,231 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, 21 August 2022 at 02:42 UTC.
The requested start date was Sunday, 21 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, 7-hour, 15-minute period from Sunday, 07 August 2022 at 00:05 UTC to Saturday, 20 August 2022 at 07:20 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:
[1709] machine,learning [1137] data,science [676] python,programmers [616] learning,data [537] learning,mastery [535] kaggle,machine [532] websites,come [532] come,handy [532] handy,machine [532] science,kaggle Top Word Pairs in Tweet in G1:
[648] python,programmers [324] free,online [323] programmers,free [323] online,book [323] book,python [323] programmers,learn [322] kdnuggets,python [153] beginners,course [150] free,ai [150] ai,beginners Top Word Pairs in Tweet in G2:
[1049] machine,learning [527] data,science [524] websites,come [524] come,handy [524] handy,machine [524] learning,data [524] science,kaggle [524] kaggle,machine [524] learning,mastery [523] sumanth_077,websites Top Word Pairs in Tweet in G3:
[362] machine,learning [333] data,science [142] #ai,#machinelearning [135] artificial,intelligence [125] #serverless,#codenewbie [118] #ml,#ai [116] #codenewbie,#ml [111] #ai,#code [106] complete,collection [98] #datascience,#ai Top Word Pairs in Tweet in G4:
[49] free,ai [49] ai,beginners [49] beginners,course [43] course,kdnuggets [24] machine,learning [23] data,science [16] artificial,intelligence [13] intelligence,skills [12] demand,artificial [12] skills,learn Top Word Pairs in Tweet in G5:
[72] machine,learning [58] learning,#machinelearning [57] deal,categorical [57] categorical,data [57] data,machine [56] datasciencedojo,deal [56] #machinelearning,#datascien [15] data,science [12] read,more [11] basic,statistics Top Word Pairs in Tweet in G6:
[97] data,science [76] machine,learning [55] kdnuggets,#datascience [55] #ai,#ml [54] #datascience,#ai [53] #ml,#data [52] #data,#bigdata [46] artificial,intelligence [37] #datascience,#ds [28] demand,artificial Top Word Pairs in Tweet in G7:
[7] free,ai [7] ai,beginners [7] 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 G8:
[25] data,science [19] importance,experiment [19] experiment,design [19] design,data [18] samuel_wong_,importance [8] machine,learning [7] assumptions,xgboost [5] domain,knowledge [5] knowledge,important [5] important,machine Top Word Pairs in Tweet in G9:
[21] #artificialintelligence,#fintech [17] perform,motion [17] motion,detection [17] detection,using [17] using,python [13] #fintech,#artificialintelligence [13] python,#artificialintelligence [11] free,ai [11] ai,beginners [11] beginners,course Top Word Pairs in Tweet in G10:
[2] websites,youtube [2] youtube,channels [2] channels,podcasts [2] podcasts,supercharge [2] supercharge,data [2] data,science [2] science,paperswithcode [2] paperswithcode,mlretrospective Top Replied-To in Entire Graph:
Top Replied-To in G1:
Top Replied-To in G3:
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: