The graph represents a network of 1,930 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, 13 September 2020 at 00:54 UTC.
The requested start date was Sunday, 13 September 2020 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, 8-hour, 18-minute period from Sunday, 30 August 2020 at 01:00 UTC to Saturday, 12 September 2020 at 09:18 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 : 1930
Unique Edges : 1794
Edges With Duplicates : 9741
Total Edges : 11535
Number of Edge Types : 5
Retweet : 3464
MentionsInRetweet : 4575
Tweet : 1721
Mentions : 1655
Replies to : 120
Self-Loops : 1788
Reciprocated Vertex Pair Ratio : 0.0170484816196058
Reciprocated Edge Ratio : 0.0335254059717129
Connected Components : 187
Single-Vertex Connected Components : 160
Maximum Vertices in a Connected Component : 1713
Maximum Edges in a Connected Component : 11235
Maximum Geodesic Distance (Diameter) : 7
Average Geodesic Distance : 2.983963
Graph Density : 0.00102552531983873
Modularity : 0.244394
NodeXL Version : 1.0.1.440
Data Import : The graph represents a network of 1,930 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, 13 September 2020 at 00:54 UTC.
The requested start date was Sunday, 13 September 2020 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, 8-hour, 18-minute period from Sunday, 30 August 2020 at 01:00 UTC to Saturday, 12 September 2020 at 09:18 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:
[937] data,science [455] machine,learning [305] #datascience,#machinelearning [192] deep,learning [158] science,skills [132] decide,data [131] skills,categories [128] #digitaltransformation,#cloud [126] categories,core [124] ingliguori,#digitaltransformation Top Word Pairs in Tweet in G1:
[112] data,science [78] machine,learning [61] kdnuggets,top [58] learning,models [56] #datascience,#machinelearning [53] training,alone [53] alone,never [53] never,enough [53] enough,generate [53] generate,effective Top Word Pairs in Tweet in G2:
[233] data,science [153] #datascience,#machinelearning [105] #digitaltransformation,#cloud [104] ingliguori,#digitaltransformation [101] machine,learning [100] ingliguori,data [73] science,capabilities [73] capabilities,venn [73] venn,diagram [72] diagram,ingliguori Top Word Pairs in Tweet in G3:
[409] data,science [232] machine,learning [123] deep,learning [76] dream,accuracy [76] accuracy,interpretability [74] business,analytics [70] analytics,business [64] interpretability,single [64] single,model [63] learning,data Top Word Pairs in Tweet in G4:
[39] data,science [31] ø,ø [28] ø,ù [28] ù,ø [14] machine,learning [12] decide,data [12] data,skills [12] skills,learn [12] learn,kdnuggets [12] winning,game Top Word Pairs in Tweet in G5:
[45] gt,gt [42] data,science [31] #bigdata,#datascience [23] skills,core [23] core,emerging [22] tips,tutorials [22] tutorials,learn [22] learn,#machinelearning [22] #machinelearning,10 [22] 10,days Top Word Pairs in Tweet in G6:
[86] andrewyng,fchollet [59] fchollet,chipro [59] chipro,karpathy [59] karpathy,teachthemachine [59] teachthemachine,kdnuggets [52] kdnuggets,kirkdborne [50] kirkdborne,hmason [47] hmason,drfeifei [33] svpino,andrewyng [28] finally,accounts Top Word Pairs in Tweet in G7:
[41] data,science [40] #datascience,#machinelearning [40] #ai,#iot [40] #python,#rstats [39] #iot,#python [30] #neuralnetworks,think [30] think,#datascience [30] #machinelearning,#bigdata [30] #bigdata,#ai [30] #rstats,#webdev Top Word Pairs in Tweet in G8:
[2] braincuresltd,linkedin [2] linkedin,longevitytech [2] longevitytech,globalgoalsai [2] globalgoalsai,monalinejad [2] monalinejad,joannashields [2] joannashields,pierrepinna [2] pierrepinna,ipfconline1 [2] ipfconline1,daverg47 Top Word Pairs in Tweet in G9:
[2] four,ways [2] ways,improve [2] improve,technology [2] technology,service [2] service,resiliency [2] resiliency,#motivation [2] #motivation,#innovation [2] #innovation,#organization [2] fhioxford,svenphilipsen [2] svenphilipsen,kirkdborne Top Word Pairs in Tweet in G10:
[20] ethics,comes [20] comes,last [20] last,stage [20] stage,data [20] data,science [20] science,approach [20] approach,re [20] re,doing [20] doing,right [20] right,ethics Top Replied-To in Entire Graph:
Top Replied-To in G1:
Top Replied-To in G2:
Top Replied-To in G3:
Top Replied-To in G5:
Top Replied-To in G6:
Top Replied-To in G8:
Top Mentioned in Entire Graph:
Top Mentioned in G1:
Top Mentioned in G2:
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Top Mentioned in G6:
Top Mentioned in G7:
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Top Mentioned in G10:
Top Tweeters in Entire Graph:
Top Tweeters in G1:
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Top Tweeters in G5:
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Top Tweeters in G9:
Top Tweeters in G10: