The graph represents a network of 2,198 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 May 2019 at 13:14 UTC.
The requested start date was Sunday, 26 May 2019 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 7-day, 19-hour, 48-minute period from Friday, 17 May 2019 at 11:30 UTC to Saturday, 25 May 2019 at 07:19 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 : 2198
Unique Edges : 2692
Edges With Duplicates : 4021
Total Edges : 6713
Number of Edge Types : 3
Mentions : 5188
Tweet : 1453
Replies to : 72
Self-Loops : 1453
Reciprocated Vertex Pair Ratio : 0.0110461338531514
Reciprocated Edge Ratio : 0.0218508997429306
Connected Components : 216
Single-Vertex Connected Components : 184
Maximum Vertices in a Connected Component : 1753
Maximum Edges in a Connected Component : 5712
Maximum Geodesic Distance (Diameter) : 8
Average Geodesic Distance : 2.437556
Graph Density : 0.000644439041906347
Modularity : 0.352272
NodeXL Version : 1.0.1.412
Top Domains
Top Word Pairs in Tweet in Entire Graph:
[1068] data,science [936] machine,learning [511] 7,steps [498] steps,mastering [375] sql,data [371] mastering,sql [350] 2019,edition [349] science,2019 [297] learning,data [270] kdnuggets,7 Top Word Pairs in Tweet in G1:
[532] data,science [483] machine,learning [332] 7,steps [332] steps,mastering [254] 2019,edition [253] sql,data [252] mastering,sql [252] science,2019 [243] kdnuggets,7 [175] learning,data Top Word Pairs in Tweet in G2:
[95] read,more [80] machine,learning [80] kdnuggets,read [63] data,science [54] more,here [36] read,full [35] full,article [35] article,here [32] #fintech,#insurtech [32] best,#python Top Word Pairs in Tweet in G3:
[136] data,science [118] #kdnuggets,#data [111] machine,learning [40] 7,steps [39] steps,mastering [37] sql,data [36] mastering,sql [33] data,scientist [31] science,2019 [31] 2019,edition Top Word Pairs in Tweet in G4:
[174] #yapayzeka,mona [174] mona,lisa [174] lisa,yı [174] yı,konuşturmuş [173] goyucel,#yapayzeka Top Word Pairs in Tweet in G5:
[152] data,science [138] #ds,#datascience [130] machine,learning [91] #datascience,#machinelearning [89] thanks,richardeudes [84] #bigdata,#datascience [66] 7,steps [66] steps,mastering [58] #datascience,#ds [54] #datascience,thanks Top Word Pairs in Tweet in G6:
[71] data,science [45] #ai,#datascience [44] cc,kdnuggets [44] kdnuggets,evankirstel [43] traditional,forecasting [43] forecasting,methods [43] methods,data [43] science,#ai [43] #datascience,#ml [43] #ml,#data Top Word Pairs in Tweet in G7:
[56] machine,learning [43] data,science [26] 7,steps [26] mattmayo13,kdnuggets [22] read,more [17] steps,mastering [17] kdnuggets,read [15] kdnuggets,60 [15] 60,useful [15] useful,graph Top Word Pairs in Tweet in G8:
[11] 60,useful [11] useful,graph [9] graph,visualization [9] visualization,libraries [6] data,science [5] #datascience,60 [5] libraries,visualization [5] visualization,tools [5] tools,create [5] create,bridge Top Word Pairs in Tweet in G9:
[4] guzmand,mjasay [4] mjasay,mrleonardkim [4] mrleonardkim,tcrawford [4] tcrawford,chris_skinner [4] chris_skinner,mkrigsman [4] mkrigsman,merv [4] merv,jeremywaite [4] jeremywaite,kdnuggets [3] inc,forbes [3] forbes,harvardbiz Top Word Pairs in Tweet in G10:
[15] data,science [13] machine,learning [9] computer,vision [7] 7,steps [7] 10,free [7] learning,data [6] sql,data [5] dr,takeo [5] takeo,kanade [5] kanade,working 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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