The graph represents a network of 2,105 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, 25 October 2020 at 00:55 UTC.
The requested start date was Sunday, 25 October 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, 21-hour, 51-minute period from Sunday, 11 October 2020 at 00:31 UTC to Saturday, 24 October 2020 at 22:22 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 : 2105
Unique Edges : 1866
Edges With Duplicates : 11771
Total Edges : 13637
Number of Edge Types : 5
Retweet : 4517
MentionsInRetweet : 5643
Tweet : 2093
Mentions : 1291
Replies to : 93
Self-Loops : 2163
Reciprocated Vertex Pair Ratio : 0.0173570932654478
Reciprocated Edge Ratio : 0.0341219290263876
Connected Components : 195
Single-Vertex Connected Components : 169
Maximum Vertices in a Connected Component : 1879
Maximum Edges in a Connected Component : 13364
Maximum Geodesic Distance (Diameter) : 7
Average Geodesic Distance : 3.062917
Graph Density : 0.00099256703665905
Modularity : 0.231417
NodeXL Version : 1.0.1.441
Data Import : The graph represents a network of 2,105 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, 25 October 2020 at 00:55 UTC.
The requested start date was Sunday, 25 October 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, 21-hour, 51-minute period from Sunday, 11 October 2020 at 00:31 UTC to Saturday, 24 October 2020 at 22:22 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:
[1301] data,science [1184] machine,learning [458] #bigdata,#analytics [453] best,practices [300] #datascience,#machinelearning [295] deep,learning [291] underrated,python [275] learning,models [267] #datascience,#ai [254] need,know Top Word Pairs in Tweet in G1:
[142] machine,learning [97] data,science [74] kdnuggets,free [69] course,amazon [68] amazon,kdnuggets [63] free,ebook [61] kdnuggets,top [59] natural,language [57] language,processing [53] free,introductory Top Word Pairs in Tweet in G2:
[638] machine,learning [569] data,science [234] #datascience,#machinelearning [193] best,practices [184] free,intro [169] learning,models [155] intro,computational [155] computational,thinking [151] thinking,data [144] deep,learning Top Word Pairs in Tweet in G3:
[174] #fintech,#ai [96] #ai,#artificialintelligence [63] machine,learning [59] kdnuggets,#ai [46] data,science [44] #artificialintelligence,#machinelearning [43] best,practices [43] deep,learning [38] learning,virtual [38] virtual,try Top Word Pairs in Tweet in G4:
[295] data,science [295] #bigdata,#analytics [147] #analytics,#datascience [145] #datascience,#ai [134] #iot,#iiot [116] machine,learning [95] best,practices [95] 10,essential [95] need,know [95] know,start Top Word Pairs in Tweet in G5:
[46] data,science [26] machine,learning [13] best,practices [11] science,kdnuggets [9] kdnuggets,#datascience [9] 10,essential [9] know,start [9] start,doing [9] doing,data [9] kdnuggets,#machinelearning Top Word Pairs in Tweet in G6:
[31] data,science [18] #bigdata,#analytics [13] #bigdata,#datascience [12] discover,top [12] top,voices [12] #analytics,#datascience [11] tips,tutorials [11] tutorials,learn [11] learn,#machinelearning [11] #machinelearning,10 Top Word Pairs in Tweet in G7:
[18] machine,learning [16] statistical,modelling [16] modelling,vs [16] vs,machine [16] learning,#machinelearning [14] neural,networks [13] networks,learn [13] learn,#neuralnetwork [13] machinelearnflx,statistical [11] #artificialintelligence,role Top Word Pairs in Tweet in G8:
[19] #machinelearning,#learning [18] machine,learning [13] #ai,#ml [11] data,science [11] kdnuggets,#dl [11] #dl,#ai [9] #ml,#deeplearning [8] best,practices [7] deep,learning [5] enricomolinari,hackers Top Word Pairs in Tweet in G9:
[162] data,science [115] machine,learning [80] #data,#kdnuggets [69] #kdnuggets,#data [35] best,practices [28] learning,models [28] 10,essential [28] essential,skills [28] skills,need [28] need,know Top Word Pairs in Tweet in G10:
[5] #data,#tech [4] #ml,#machinelearning [4] bojanavukov,kdnuggets [4] kdnuggets,ogrisel [4] ogrisel,geoffreyhinton [4] data,science [3] #deeplearning,#artificialintelligence [3] #artificialintelligence,keeps [3] keeps,eye [3] eye,#volcano 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 G4:
Top Replied-To in G6:
Top Replied-To in G8:
Top Mentioned in Entire Graph:
Top Mentioned in G1:
Top Mentioned in G2:
Top Mentioned in G3:
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Top Mentioned in G9:
Top Mentioned in G10:
Top Tweeters in Entire Graph:
Top Tweeters in G1:
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Top Tweeters in G10: