The graph represents a network of 2,190 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, 31 March 2019 at 13:14 UTC.
The requested start date was Sunday, 31 March 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 8-day, 12-hour, 30-minute period from Friday, 22 March 2019 at 11:25 UTC to Saturday, 30 March 2019 at 23:55 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 : 2190
Unique Edges : 3561
Edges With Duplicates : 3929
Total Edges : 7490
Number of Edge Types : 3
Tweet : 1789
Mentions : 5599
Replies to : 102
Self-Loops : 1789
Reciprocated Vertex Pair Ratio : 0.0228097459823743
Reciprocated Edge Ratio : 0.0446021287379625
Connected Components : 241
Single-Vertex Connected Components : 206
Maximum Vertices in a Connected Component : 1872
Maximum Edges in a Connected Component : 6567
Maximum Geodesic Distance (Diameter) : 9
Average Geodesic Distance : 2.512525
Graph Density : 0.000823127676572985
Modularity : 0.387075
NodeXL Version : 1.0.1.410
Top Domains
Top Word Pairs in Tweet in Entire Graph:
[749] machine,learning [676] data,science [366] matrix,tensor [365] here,great [365] great,explanation [365] explanation,scalar [365] scalar,vector [365] vector,matrix [365] tensor,h [365] h,t Top Word Pairs in Tweet in G1:
[430] machine,learning [357] kdnuggets,here [357] here,great [357] great,explanation [357] explanation,scalar [357] scalar,vector [357] vector,matrix [357] matrix,tensor [357] tensor,h [357] h,t Top Word Pairs in Tweet in G2:
[187] data,science [137] read,more [126] #bigdata,#datascience [118] machine,learning [114] kdnuggets,read [96] #analytics,#bigdata [91] free,read [91] read,books [81] 10,free [79] #datascience,#machinelearning Top Word Pairs in Tweet in G3:
[85] data,science [61] machine,learning [28] free,read [28] read,books [27] learning,data [25] books,machine [24] 10,free [19] another,10 [19] data,visualization [19] genetic,algorithm Top Word Pairs in Tweet in G4:
[55] schmarzo,antoniopescape [55] antoniopescape,apollineadiju [55] mhiesboeck,fgraillot [53] apollineadiju,digitalcloudgal [53] enanglais,mhiesboeck [51] digitalcloudgal,enanglais [28] #ff,great [28] great,people [28] people,schmarzo [27] ipfconline1,#ff Top Word Pairs in Tweet in G5:
[8] strong,demand [8] demand,#datascientists [8] #datascientists,elsewhere [8] elsewhere,need [8] need,become [8] become,#datascientist [8] #datascientist,2019 [7] ingliguori,strong [7] 2019,365d [5] good,read Top Word Pairs in Tweet in G6:
[24] kdnuggets,dannysullivan [24] dannysullivan,cloudpreacher [24] cloudpreacher,pc4media [24] pc4media,avinash [18] follow,#analytics [18] #analytics,kdnuggets [15] avinash,bernardmarr [15] bernardmarr,merv [14] latest,kdnuggets [14] kdnuggets,coffee Top Word Pairs in Tweet in G7:
[31] 前にもツイートしましたが,モデルはkerasで書いて [31] モデルはkerasで書いて,google [31] google,colabを使って [31] colabを使って,cpu [31] cpu,gt [31] gt,gpu [31] gpu,で確認出来たら [31] で確認出来たら,keras_to_tpu_modelでkerasのモデルをtpu用に変換すれば [31] keras_to_tpu_modelでkerasのモデルをtpu用に変換すれば,google [30] vengineer,前にもツイートしましたが Top Word Pairs in Tweet in G8:
[3] doing,#ai [3] #ai,#retail [3] #retail,kirkdborne [3] kirkdborne,melsstyles [3] melsstyles,tobypickard_igd [3] tobypickard_igd,kizerandbender [2] jaypalter,doing Top Word Pairs in Tweet in G9:
[9] #fridayfunny,one [9] one,favourites [9] favourites,meanwhile [9] meanwhile,machine [9] machine,learning [9] learning,school [9] school,happy [9] happy,weekend [9] weekend,credit [8] beveve,#fridayfunny Top Word Pairs in Tweet in G10:
[10] machine,learning [7] deep,learning [7] learning,toolset [7] toolset,overview [7] 7,steps [7] steps,mastering [7] mastering,basic [7] basic,machine [7] learning,python [7] python,2019 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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