The graph represents a network of 2,133 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, 12 July 2020 at 04:23 UTC.
The requested start date was Sunday, 12 July 2020 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 13-day, 12-hour, 26-minute period from Sunday, 28 June 2020 at 11:34 UTC to Sunday, 12 July 2020 at 00:00 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 : 2133
Unique Edges : 2254
Edges With Duplicates : 8810
Total Edges : 11064
Number of Edge Types : 5
Retweet : 3250
MentionsInRetweet : 4758
Tweet : 1442
Mentions : 1519
Replies to : 95
Self-Loops : 1510
Reciprocated Vertex Pair Ratio : 0.0156494522691706
Reciprocated Edge Ratio : 0.0308166409861325
Connected Components : 168
Single-Vertex Connected Components : 147
Maximum Vertices in a Connected Component : 1934
Maximum Edges in a Connected Component : 10819
Maximum Geodesic Distance (Diameter) : 9
Average Geodesic Distance : 2.998224
Graph Density : 0.000998998143178446
Modularity : 0.29917
NodeXL Version : 1.0.1.437
Data Import : The graph represents a network of 2,133 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, 12 July 2020 at 04:23 UTC.
The requested start date was Sunday, 12 July 2020 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 13-day, 12-hour, 26-minute period from Sunday, 28 June 2020 at 11:34 UTC to Sunday, 12 July 2020 at 00:00 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".
Layout Algorithm : The graph was laid out using the Harel-Koren Fast Multiscale layout algorithm.
Graph Source : GraphServerTwitterSearch
Graph Term : kdnuggets
Groups : The graph's vertices were grouped by cluster using the Clauset-Newman-Moore cluster algorithm.
Edge Color : Edge Weight
Edge Width : Edge Weight
Edge Alpha : Edge Weight
Vertex Radius : Betweenness Centrality
Top Domains
Top Word Pairs in Tweet in Entire Graph:
[753] data,science [716] machine,learning [524] deep,learning [274] free,courses [270] courses,calculus [242] free,ebook [237] key,understanding [233] calculus,key [233] understanding,deep [223] satellites,orbit Top Word Pairs in Tweet in G1:
[190] deep,learning [164] kdnuggets,free [163] learning,kdnuggets [161] free,courses [161] courses,calculus [161] calculus,key [161] key,understanding [161] understanding,deep [135] data,science [91] data,scientists Top Word Pairs in Tweet in G2:
[376] data,science [264] machine,learning [164] deep,learning [104] #fintech,#bigdata [95] #ai,#machinelearning [84] free,ebook [82] #bigdata,#ai [80] gt,gt [77] #bigdata,#datascience [74] data,scientists Top Word Pairs in Tweet in G3:
[214] satellites,orbit [214] orbit,earth [212] #tech,#space [211] earth,thespaceacad [211] thespaceacad,#tech [210] #space,#sattelite [208] #sattelite,#5g [207] #5g,#iot [204] #iot,cc [204] cc,pawlowskimario Top Word Pairs in Tweet in G4:
[335] machine,learning [126] data,science [100] deep,learning [96] learning,pipeline [93] deploy,machine [81] pipeline,aws [80] aws,fargate [78] free,ebook [50] #machinelearning,#learning [45] #kdnuggets,#datascience Top Word Pairs in Tweet in G5:
[39] data,science [20] machine,learning [12] deep,learning [9] kdnuggets,#ai [9] much,math [9] math,need [9] need,data [9] free,ebook [9] laymanâ,guide [9] guide,data Top Word Pairs in Tweet in G6:
[64] elon,musk [63] high,speed [62] musk,world [62] world,high [62] speed,#internet [62] #internet,seeker [62] #iot,#digital [52] #digital,#digitaltransformation [52] #digitaltransformation,#tech [51] ronald_vanloon,elon Top Word Pairs in Tweet in G7:
[5] dinisguarda,ursbolt [4] companies,filing [4] filing,bankruptcy [4] bankruptcy,use [4] use,loophole [4] loophole,give [4] give,ceos [4] ceos,huge [4] huge,bonuses [4] bonuses,#leadership Top Word Pairs in Tweet in G8:
[69] kdnuggets,#ai [69] #ai,#machinelearning [69] #machinelearning,#bigdata [51] much,#math [51] #math,need [51] need,#datascience [50] #datascience,kdnuggets [46] frronconi,much [43] #bigdata,#artifici [20] #datascience,tools Top Word Pairs in Tweet in G9:
[25] deep,learning [25] learning,coders [25] coders,fastai [25] fastai,pytorch [25] pytorch,free [25] free,ebook [25] ebook,#pytorch [7] july,join [7] join,wes [7] wes,mckinney Top Word Pairs in Tweet in G10:
[7] #robotic,colleague [7] colleague,working [7] working,non [7] non,stop [7] stop,lab [7] lab,throughout [7] throughout,lockdown [7] lockdown,#bigdata [7] #bigdata,#science [7] #science,ageitgey 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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