The graph represents a network of 1,834 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, 26 July 2020 at 04:29 UTC.
The requested start date was Sunday, 26 July 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, 21-hour, 22-minute period from Thursday, 16 July 2020 at 02:30 UTC to Saturday, 25 July 2020 at 23:53 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 : 1834
Unique Edges : 1747
Edges With Duplicates : 8818
Total Edges : 10565
Number of Edge Types : 5
Retweet : 3301
MentionsInRetweet : 4615
Tweet : 1468
Mentions : 1103
Replies to : 78
Self-Loops : 1522
Reciprocated Vertex Pair Ratio : 0.0140959609650312
Reciprocated Edge Ratio : 0.0278000534616413
Connected Components : 136
Single-Vertex Connected Components : 121
Maximum Vertices in a Connected Component : 1681
Maximum Edges in a Connected Component : 10320
Maximum Geodesic Distance (Diameter) : 7
Average Geodesic Distance : 3.063583
Graph Density : 0.00111282253559337
Modularity : 0.258872
NodeXL Version : 1.0.1.438
Data Import : The graph represents a network of 1,834 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, 26 July 2020 at 04:29 UTC.
The requested start date was Sunday, 26 July 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, 21-hour, 22-minute period from Thursday, 16 July 2020 at 02:30 UTC to Saturday, 25 July 2020 at 23:53 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:
[707] machine,learning [502] data,science [429] deep,learning [268] #datascience,#machinelearning [184] neural,networks [172] learning,techniques [167] wrapping,machine [167] techniques,within [167] within,ai [167] ai,jack Top Word Pairs in Tweet in G1:
[116] data,science [83] machine,learning [57] #machinelearning,#ai [56] big,list [56] list,awesome [56] awesome,#machinelearning [55] #ai,courses [46] science,kdnuggets [45] much,math [45] math,need Top Word Pairs in Tweet in G2:
[115] machine,learning [104] #datascience,#machinelearning [100] learn,more [81] #bigdata,#datascience [77] deep,learning [67] data,science [67] more,#ai [64] read,more [55] #analytics,#datascience [52] gt,gt Top Word Pairs in Tweet in G3:
[445] machine,learning [277] deep,learning [244] data,science [134] learning,techniques [133] wrapping,machine [133] techniques,within [133] within,ai [133] ai,jack [133] jack,library [88] bitter,lesson Top Word Pairs in Tweet in G4:
[25] machine,learning [23] data,science [13] neural,networks [12] deep,learning [8] kdnuggets,#machinelearning [7] bitter,lesson [7] lesson,machine [7] recurrent,neural [7] networks,rnn [7] rnn,deep Top Word Pairs in Tweet in G5:
[19] ronald_vanloon,#artificialintelligence [19] #artificialintelligence,#blockchain [19] #blockchain,convergence [19] convergence,dinisguarda [19] dinisguarda,intelligenthq [19] intelligenthq,citiesabc_ [19] citiesabc_,#artificialintelligence [19] #artificialintelligence,# [6] ways,digital [6] digital,businesses Top Word Pairs in Tweet in G6:
[15] kirkdborne,wesmckinn [15] wesmckinn,andrewyng [15] andrewyng,deanabb [15] deanabb,cutting [15] cutting,mrogati [14] 18,data [14] data,scientist [14] scientist,follow [14] follow,twitter [14] twitter,kirkdborne Top Word Pairs in Tweet in G7:
[37] road,france [37] france,paved [37] paved,solar [37] solar,panels [37] panels,mashable [37] mashable,#innovation [36] ronald_vanloon,road [36] #innovation,#sustainability [36] #sustainability,#engineering [36] #engineering,#cleanenerg Top Word Pairs in Tweet in G8:
[98] #python,#rstats [74] #machinelearning,#bigdata [74] #ai,#iot [73] #neuralnetworks,think [73] think,#datascience [73] #datascience,#machinelearning [73] #bigdata,#ai [73] #iot,#python [73] #rstats,#webdev [73] #webdev,#devops Top Word Pairs in Tweet in G9:
[25] data,science [19] much,math [19] math,need [19] need,data [18] science,#datascience [15] machinelearnflx,much [9] free,courses [9] courses,calculus [9] calculus,key [9] key,understanding Top Word Pairs in Tweet in G10:
[4] #data,#tech [4] #tech,#technology [4] #artificialintelligence,#algorithm [4] #algorithm,#ml [3] #ai,#artificialintelligence [3] #neuralnetworks,#data [2] #ml,#machinelearning [2] bojanavukov,kdnuggets [2] #deeplearning,#ai [2] #ai,needs Top Replied-To in Entire Graph:
Top Replied-To in G1:
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Top Replied-To in G5:
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Top Replied-To in G10:
Top Mentioned in Entire Graph:
Top Mentioned in G1:
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Top Tweeters in Entire Graph:
Top Tweeters in G1:
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Top Tweeters in G10: