The graph represents a network of 1,908 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, 03 March 2019 at 20:37 UTC.
The requested start date was Sunday, 03 March 2019 at 01:01 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 9-day, 9-hour, 10-minute period from Thursday, 21 February 2019 at 03:53 UTC to Saturday, 02 March 2019 at 13:03 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 : 1908
Unique Edges : 3917
Edges With Duplicates : 4630
Total Edges : 8547
Number of Edge Types : 3
Mentions : 6599
Replies to : 89
Tweet : 1859
Self-Loops : 1859
Reciprocated Vertex Pair Ratio : 0.0231588698471515
Reciprocated Edge Ratio : 0.0452693526482571
Connected Components : 231
Single-Vertex Connected Components : 204
Maximum Vertices in a Connected Component : 1642
Maximum Edges in a Connected Component : 7712
Maximum Geodesic Distance (Diameter) : 10
Average Geodesic Distance : 3.050955
Graph Density : 0.00121421794799915
Modularity : 0.366805
NodeXL Version : 1.0.1.409
Top Domains
Top Word Pairs in Tweet in Entire Graph:
[860] machine,learning [585] data,science [379] read,more [251] kdnuggets,read [171] read,full [170] deep,learning [169] full,article [169] article,here [162] data,scientist [150] neural,network Top Word Pairs in Tweet in G1:
[210] machine,learning [172] data,science [64] neural,network [56] kdnuggets,python [55] artificial,neural [55] learning,programming [55] programming,languages [55] languages,free [54] network,implementation [52] python,data Top Word Pairs in Tweet in G2:
[293] read,more [194] kdnuggets,read [189] machine,learning [147] read,full [145] full,article [145] article,here [120] data,science [105] here,ml [82] more,here [70] 4,types Top Word Pairs in Tweet in G3:
[111] machine,learning [94] data,science [22] deep,learning [20] ai,machine [20] data,scientist [16] neural,network [16] li,artificialnow [15] natural,language [15] language,processing [14] using,numpy Top Word Pairs in Tweet in G4:
[123] antoniopescape,apollineadiju [120] mhiesboeck,fgraillot [119] apollineadiju,digitalcloudgal [118] enanglais,mhiesboeck [116] digitalcloudgal,enanglais [110] schmarzo,antoniopescape [88] ff,great [88] great,people [86] people,schmarzo [86] ipfconline1,ff Top Word Pairs in Tweet in G5:
[37] data,scientist [36] machine,learning [31] machinelearn_d,ronald_vanloon [31] ronald_vanloon,kirkdborne [31] kirkdborne,mikequindazzi [31] mikequindazzi,ahmedjr_16 [30] ahmedjr_16,kdnuggets [23] datascience,ai [22] kdnuggets,orcanintell [21] scientist,influencers Top Word Pairs in Tweet in G6:
[94] machine,learning [72] artificial,intelligence [72] intelligence,machine [72] learning,t [72] t,link [72] link,gt [72] gt,gt [71] gt,cloudpreacher [69] antgrasso,artificial [51] gain,quick Top Word Pairs in Tweet in G7:
[46] data,science [41] datascience,ai [38] ai,ml [36] machine,learning [31] ml,deeplearning [29] data,scientist [26] deeplearning,analytics [24] analytics,read [22] read,more [18] more,here Top Word Pairs in Tweet in G8:
[20] في,مجال [19] لماذا,python [19] python,مقدمة [19] مقدمة,رائعة [19] رائعة,وبسيطة [19] وبسيطة,تشرح [19] تشرح,مزايا [19] مزايا,لغة [19] لغة,python [19] python,والتي Top Word Pairs in Tweet in G9:
[9] doing,ai [9] ai,retail [9] kirkdborne,melsstyles [9] melsstyles,tobypickard_igd [6] retail,great [6] great,overview [6] overview,kirkdborne [5] suebrittonfgs,doing [3] retail,featuring [3] featuring,kirkdborne Top Word Pairs in Tweet in G10:
[28] ai,deeplearning [27] deeplearning,machinelearning [27] machinelearning,cognitivecomputing [27] cognitivecomputing,rpa [25] rpa,loopailabs [25] loopailabs,ibmwatson [21] data,science [20] machine,learning [15] latest,kdnuggets [11] kdnuggets,coffee Top Replied-To in Entire Graph:
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Top Tweeters in Entire Graph:
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