The graph represents a network of 2,237 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 Monday, 19 August 2019 at 14:04 UTC.
The requested start date was Sunday, 18 August 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 10-day, 17-hour, 27-minute period from Wednesday, 07 August 2019 at 06:33 UTC to Sunday, 18 August 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 : 2237
Unique Edges : 3702
Edges With Duplicates : 4345
Total Edges : 8047
Number of Edge Types : 3
Mentions : 6267
Tweet : 1662
Replies to : 118
Self-Loops : 1662
Reciprocated Vertex Pair Ratio : 0.0115746322642874
Reciprocated Edge Ratio : 0.0228843861740167
Connected Components : 233
Single-Vertex Connected Components : 200
Maximum Vertices in a Connected Component : 1937
Maximum Edges in a Connected Component : 7677
Maximum Geodesic Distance (Diameter) : 10
Average Geodesic Distance : 2.8895
Graph Density : 0.000838675935618477
Modularity : 0.349552
NodeXL Version : 1.0.1.419
Top Domains
Top Word Pairs in Tweet in Entire Graph:
[748] machine,learning [611] data,science [303] deep,learning [227] read,more [225] knowing,neighbours [186] #datascience,#machinelearning [184] kdnuggets,read [172] neighbours,machine [170] researchers,practitioners [167] learning,graphs Top Word Pairs in Tweet in G1:
[223] machine,learning [145] deep,learning [122] kdnuggets,deep [113] data,science [113] cheat,sheets [104] learning,cheat [60] knowing,neighbours [59] neighbours,machine [59] learning,graphs [56] researchers,practitioners Top Word Pairs in Tweet in G2:
[342] data,science [276] machine,learning [109] #machinelearning,#kdnuggets [101] â,â [97] #datascience,#machinelearning [82] read,more [82] thanks,richardeudes [68] deep,learning [66] #data,#machine [61] data,scientist Top Word Pairs in Tweet in G3:
[127] read,more [117] kdnuggets,read [92] mattmayo13,kdnuggets [89] read,full [89] full,article [89] article,here [86] learn,more [83] more,here [77] ronald_vanloon,top [70] 10,free Top Word Pairs in Tweet in G4:
[47] machine,learning [34] data,science [24] researchers,practitioners [23] 12,nlp [23] nlp,researchers [21] practitioners,innovators [21] innovators,following [19] learning,graphs [17] knowing,neighbours [17] neighbours,machine Top Word Pairs in Tweet in G5:
[44] swisscognitive,#ai [32] #deeplearning,#datascience [31] #machinelearning,#deeplearning [31] #datascience,developments [31] developments,2017 [31] 2017,kdnuggets [31] kdnuggets,featuring [30] gp_pulipaka,#machinelearning [29] featuring,gp_pulipaka [29] gp_pulipaka,#bigdata Top Word Pairs in Tweet in G6:
[63] #fintech,#ai [55] #ai,#artificialintelligence [38] #fintech,#insurtech [32] knowing,neighbours [30] neighbours,#machinelearning [30] #machinelearning,#graphs [30] #graphs,#fintech [29] spirosmargaris,knowing [24] 10,best [23] #machinelearning,#fintech Top Word Pairs in Tweet in G7:
[50] machine,learning [25] 6,key [25] key,concepts [25] concepts,#andrewng [25] #andrewng,s [25] s,machine [25] learning,yearning [25] yearning,#artificialinteligence [25] #artificialinteligence,#ai [24] jose_garde,6 Top Word Pairs in Tweet in G8:
[29] 12,nlp [29] nlp,researchers [29] researchers,practitioners [27] practitioners,innovators [27] innovators,following [18] kdnuggets,12 [17] yoavartzi,emilymbender [17] emilymbender,yoavgo [17] yoavgo,honnibal [14] following,yoavartzi Top Word Pairs in Tweet in G9:
[24] machine,learning [20] #artificialintelligence,#machinelearning [20] #machinelearning,#datascience [15] data,science [13] knowing,neighbours [13] neighbours,machine [13] learning,graphs [9] deep,learning [9] pytorch,cheat [9] cheat,sheet Top Word Pairs in Tweet in G10:
[14] bineoconsulting,googleai [14] googleai,andrewyng [14] andrewyng,openai [14] openai,jhamrick [14] jhamrick,teachthemachine [14] teachthemachine,lishali88 [14] lishali88,amuellerml [14] amuellerml,rasbt [14] rasbt,_inesmontani [14] _inesmontani,datajunkie 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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