The graph represents a network of 1,906 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, 14 June 2020 at 04:20 UTC.
The requested start date was Sunday, 14 June 2020 at 00:01 UTC and the maximum number of days (going backward) was 14.
The maximum number of tweets collected was 5,000.
The tweets in the network were tweeted over the 9-day, 20-hour, 0-minute period from Wednesday, 03 June 2020 at 15:27 UTC to Saturday, 13 June 2020 at 11:28 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 : 1906
Unique Edges : 1399
Edges With Duplicates : 8568
Total Edges : 9967
Number of Edge Types : 5
Tweet : 1546
Retweet : 3260
MentionsInRetweet : 4164
Mentions : 905
Replies to : 92
Self-Loops : 1587
Reciprocated Vertex Pair Ratio : 0.0133982947624848
Reciprocated Edge Ratio : 0.0264423076923077
Connected Components : 161
Single-Vertex Connected Components : 137
Maximum Vertices in a Connected Component : 1657
Maximum Edges in a Connected Component : 9625
Maximum Geodesic Distance (Diameter) : 7
Average Geodesic Distance : 2.902734
Graph Density : 0.000916569584101043
Modularity : 0.248311
NodeXL Version : 1.0.1.433
Data Import : The graph represents a network of 1,906 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, 14 June 2020 at 04:20 UTC.
The requested start date was Sunday, 14 June 2020 at 00:01 UTC and the maximum number of days (going backward) was 14.
The maximum number of tweets collected was 5,000.
The tweets in the network were tweeted over the 9-day, 20-hour, 0-minute period from Wednesday, 03 June 2020 at 15:27 UTC to Saturday, 13 June 2020 at 11:28 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 G2:
[126] machine,learning [71] deep,learning [71] data,science [71] #datascience,#machinelearning [70] learn,more [70] #ai,#machinelearning [70] kdnuggets,#ai [68] 10,free [68] #machinelearning,#learning [65] learning,data Top Word Pairs in Tweet in G3:
[285] machine,learning [141] deep,learning [127] data,science [98] free,ebook [93] #machinelearning,#learning [85] #deeplearning,#learning [81] learning,detecting [65] #ai,#ml [65] #datascience,#machinelearning [64] #ml,#deeplearning Top Word Pairs in Tweet in G4:
[436] machine,learning [320] data,scientists [173] gt,gt [100] deep,learning [73] information,another [70] another,great [65] course,stanford [63] free,ebook [62] languages,information [62] data,scientist Top Word Pairs in Tweet in G5:
[17] nlp,course [12] stanford,another [12] another,fantastic [11] fantastic,nlp [7] course,freely [7] freely,available [7] available,online [7] online,taught [6] taught,world [6] world,renowned Top Word Pairs in Tweet in G6:
[95] deep,learning [93] learn,deep [93] learning,example [93] example,team [93] team,seemingly [93] seemingly,written [93] written,book [93] book,deep [93] jeremyphoward,learn [93] centroid,initialization Top Word Pairs in Tweet in G7:
Top Word Pairs in Tweet in G8:
[] machine,learning [] data,science [] deep,learning [] data,scientists [] six,ways [] ways,data [] scientists,succeed [] succeed,startup [] #deeplearning,#learning [] big,data Top Word Pairs in Tweet in G9:
[78] pydatalancaster,pydatabristol [50] pydatabristol,pydata [41] pydata,tdatascience [34] tdatascience,kdnuggets [26] remove,#racism [26] #racism,#prejudice [26] #prejudice,#stereotyping [20] #stereotyping,#datascience [19] #datascience,profession [19] profession,co Top Word Pairs in Tweet in G10:
[6] timnitgebru,sharakelyan [6] sharakelyan,sarameghanbeery [6] sarameghanbeery,animaanandkumar [6] animaanandkumar,kdnuggets [5] thawani_avijit,timnitgebru [5] kdnuggets,ylecun [5] nlp4d,timnitgebru [5] natural,language [5] language,processing [5] processing,python Top Replied-To in Entire Graph:
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Top Mentioned in Entire Graph:
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Top Tweeters in Entire Graph:
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