The graph represents a network of 1,991 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, 19 May 2019 at 13:14 UTC.
The requested start date was Sunday, 19 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, 22-hour, 0-minute period from Saturday, 11 May 2019 at 02:00 UTC to Sunday, 19 May 2019 at 00:01 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 : 1991
Unique Edges : 2937
Edges With Duplicates : 4031
Total Edges : 6968
Number of Edge Types : 3
Mentions : 5248
Tweet : 1629
Replies to : 91
Self-Loops : 1629
Reciprocated Vertex Pair Ratio : 0.0126115041525684
Reciprocated Edge Ratio : 0.0249088699878493
Connected Components : 214
Single-Vertex Connected Components : 182
Maximum Vertices in a Connected Component : 1730
Maximum Edges in a Connected Component : 6165
Maximum Geodesic Distance (Diameter) : 10
Average Geodesic Distance : 2.624937
Graph Density : 0.00083087461415566
Modularity : 0.343301
NodeXL Version : 1.0.1.412
Top Domains
Top Word Pairs in Tweet in Entire Graph:
[1104] machine,learning [1017] data,science [591] learning,data [435] data,scientist [368] 10,free [255] courses,machine [232] free,see [232] see,courses [206] another,10 [206] free,read Top Word Pairs in Tweet in G1:
[629] machine,learning [532] data,science [366] learning,data [260] 10,free [194] courses,machine [192] data,scientist [177] free,see [177] see,courses [177] kdnuggets,10 [158] kdnuggets,another Top Word Pairs in Tweet in G2:
[213] machine,learning [168] data,science [141] #ds,#datascience [114] read,more [93] data,scientist [90] #datascience,#machinelearning [89] #bigdata,#datascience [69] learning,data [69] #datascience,#ds [68] kdnuggets,read Top Word Pairs in Tweet in G3:
[50] v,kdnuggets [48] kdnuggets,#ai [38] activewizards,v [36] #datascience,vs [36] vs,decision [36] decision,science [36] science,infographic [36] infographic,activewizards [35] pierrepinna,#datascience [35] #ai,#machinelearn Top Word Pairs in Tweet in G4:
[145] machine,learning [128] data,science [109] #kdnuggets,#data [46] data,scientist [40] learning,data [29] deep,learning [26] #data,#intuit [25] wave,data [24] third,wave [24] #machinelearning,#kdnuggets Top Word Pairs in Tweet in G5:
[90] data,science [83] learning,data [80] data,scientist [77] third,wave [77] wave,data [77] scientist,3 [77] 3,biggest [77] biggest,mistakes [77] mistakes,learning [76] science,kdnuggets Top Word Pairs in Tweet in G6:
[12] kdnuggets,annual [12] annual,poll [12] poll,asking [12] asking,tools [12] tools,use [12] use,#datascience [12] #datascience,ml [12] ml,tasks [12] tasks,out [12] out,now Top Word Pairs in Tweet in G7:
[17] machine,learning [15] data,science [12] latest,kdnuggets [12] kdnuggets,coffee [12] coffee,break [10] break,thanks [7] data,scientist [5] believe,#innovation [5] #innovation,goes [5] goes,much Top Word Pairs in Tweet in G8:
[2] inc,forbes [2] forbes,harvardbiz [2] harvardbiz,fastcompany [2] fastcompany,entrepreneur [2] entrepreneur,cioonline [2] cioonline,cisco [2] cisco,mashable [2] mashable,intel [2] intel,data_nerd [2] data_nerd,merv Top Word Pairs in Tweet in G9:
[11] machine,learning [8] data,science [6] learning,data [6] deep,learning [5] eu,issued [5] issued,set [5] set,guidelines [5] guidelines,ethics [5] ethics,guidelines [5] guidelines,trustworthy Top Word Pairs in Tweet in G10:
[8] kdnuggets,60 [8] 60,useful [8] useful,graph [8] graph,#visualization [8] #visualization,libraries [8] libraries,#datavisualization [8] #datavisualization,elise_deux [8] elise_deux,linkurious [3] machine,learning [2] use,machine 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 Mentioned in Entire Graph:
Top Mentioned in G1:
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Top Tweeters in Entire Graph:
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Top Tweeters in G10: