The graph represents a network of 1,848 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, 17 February 2019 at 20:43 UTC.
The requested start date was Sunday, 17 February 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 8-day, 8-hour, 17-minute period from Friday, 08 February 2019 at 16:42 UTC to Sunday, 17 February 2019 at 01:00 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 : 1848
Unique Edges : 3214
Edges With Duplicates : 4537
Total Edges : 7751
Number of Edge Types : 3
Mentions : 5842
Tweet : 1828
Replies to : 81
Self-Loops : 1828
Reciprocated Vertex Pair Ratio : 0.0195258019525802
Reciprocated Edge Ratio : 0.0383036935704514
Connected Components : 237
Single-Vertex Connected Components : 204
Maximum Vertices in a Connected Component : 1554
Maximum Edges in a Connected Component : 6958
Maximum Geodesic Distance (Diameter) : 8
Average Geodesic Distance : 2.815562
Graph Density : 0.00107082504212986
Modularity : 0.329817
NodeXL Version : 1.0.1.408
Top Domains
Top Word Pairs in Tweet in Entire Graph:
[725] data,science [484] machine,learning [306] kdnuggets,read [302] venn,diagram [274] read,more [269] essential,data [269] science,venn [181] best,worst [174] read,full [171] full,article Top Word Pairs in Tweet in G1:
[252] data,science [197] machine,learning [153] essential,data [153] science,venn [152] venn,diagram [109] kdnuggets,essential [82] 7,steps [80] learning,python [78] steps,mastering [77] python,2019 Top Word Pairs in Tweet in G2:
[209] data,science [206] kdnuggets,read [205] read,more [115] read,full [113] full,article [113] article,here [99] machine,learning [73] bigdata,datascience [72] datascience,machinelearning [65] analytics,bigdata Top Word Pairs in Tweet in G3:
[142] data,science [116] kdnuggets,data [110] machine,learning [31] deep,learning [26] data,scientist [25] machinelearning,kdnuggets [20] best,worst [20] use,cases [18] ai,machinelearning [18] learning,ai Top Word Pairs in Tweet in G4:
[69] fintech,insurtech [60] insurtech,ai [43] use,cases [43] gartner,2019 [42] best,worst [42] kdnuggets,ai [42] v,kdnuggets [41] top,7 [41] cases,finance [40] venn,diagram Top Word Pairs in Tweet in G5:
[58] antoniopescape,apollineadiju [58] enanglais,mhiesboeck [58] mhiesboeck,fgraillot [57] apollineadiju,digitalcloudgal [57] digitalcloudgal,enanglais [44] schmarzo,antoniopescape [37] data,science [32] ff,great [32] great,people [30] people,schmarzo Top Word Pairs in Tweet in G6:
[20] read,more [17] mattmayo13,kdnuggets [14] 7,steps [14] steps,mastering [13] machine,learning [13] ronald_vanloon,7 [13] mastering,data [13] data,preparation [13] preparation,python [13] python,kdnuggets Top Word Pairs in Tweet in G7:
[32] metabolomics,datascience [32] datascience,multiple [32] multiple,ways [32] ways,detecting [32] detecting,outliers [32] outliers,pca [31] broadhurstdavid,metabolomics [31] pca,pyth Top Word Pairs in Tweet in G8:
[3] analyticbridge,kdnuggets [3] kdnuggets,eric_kavanagh [3] eric_kavanagh,wsjrisk [3] wsjrisk,odsc [3] odsc,eddatacampaign [3] eddatacampaign,datascinews [2] databridges,analyticbridge [2] datascinews,nihdatascience Top Word Pairs in Tweet in G9:
[16] know,90 [16] 90,data [16] data,world [16] world,today [16] today,created [16] created,last [16] last,two [16] two,years [16] years,alone [16] alone,bigdata Top Word Pairs in Tweet in G10:
[10] top,10 [6] latest,kdnuggets [6] kdnuggets,poll [6] poll,finds [6] finds,top [6] 10,algorithms [6] algorithms,methods [6] methods,used [6] used,data [6] data,scientists 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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