The graph represents a network of 1,344 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, 28 November 2021 at 03:30 UTC.
The requested start date was Sunday, 28 November 2021 at 01:01 UTC and the maximum number of days (going backward) was 14.
The maximum number of tweets collected was 7,500.
The tweets in the network were tweeted over the 13-day, 19-hour, 14-minute period from Sunday, 14 November 2021 at 01:01 UTC to Saturday, 27 November 2021 at 20:15 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 : 1344
Unique Edges : 1586
Edges With Duplicates : 9317
Total Edges : 10903
Number of Edge Types : 5
Retweet : 3321
MentionsInRetweet : 4896
Tweet : 1207
Mentions : 1368
Replies to : 111
Self-Loops : 1252
Reciprocated Vertex Pair Ratio : 0.0222772277227723
Reciprocated Edge Ratio : 0.0435835351089588
Connected Components : 86
Single-Vertex Connected Components : 72
Maximum Vertices in a Connected Component : 1243
Maximum Edges in a Connected Component : 10631
Maximum Geodesic Distance (Diameter) : 6
Average Geodesic Distance : 2.972719
Graph Density : 0.00183047902705386
Modularity : 0.196647
NodeXL Version : 1.0.1.447
Data Import : The graph represents a network of 1,344 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, 28 November 2021 at 03:30 UTC.
The requested start date was Sunday, 28 November 2021 at 01:01 UTC and the maximum number of days (going backward) was 14.
The maximum number of tweets collected was 7,500.
The tweets in the network were tweeted over the 13-day, 19-hour, 14-minute period from Sunday, 14 November 2021 at 01:01 UTC to Saturday, 27 November 2021 at 20:15 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:
[999] #bigdata,#analytics [932] #analytics,#ai [913] #iot,#iiot [834] #ai,#datascience [831] #python,#bigdata [752] #datascience,#iot [563] #iiot,#pytorch [542] #rstats,#dotnet [482] #ai,#ml [447] #pytorch,#rstats Top Word Pairs in Tweet in G1:
[98] interesting,news [74] kdnuggets,#tech [67] #tech,#businessintelligence [66] #businessintelligence,#ai [65] #ai,#innovations [65] #innovations,#technology [52] #machinelearning,#kdn [52] #kdn,kdnuggets [50] dimgiapp,twitted [50] twitted,interesting Top Word Pairs in Tweet in G2:
[650] #bigdata,#analytics [582] #analytics,#ai [577] #iot,#iiot [534] #ai,#datascience [525] #python,#bigdata [473] #datascience,#iot [352] #iiot,#pytorch [331] #rstats,#dotnet [275] #pytorch,#rstats [231] #dotnet,#c Top Word Pairs in Tweet in G3:
[432] #ai,#ml [156] machine,learning [149] data,science [84] #ai,#machinelearning [61] #datascience,#ai [56] kdnuggets,#datascience [48] #bigdata,#analytics [46] #data,#bigdata [46] #ai,#aiio [44] data,scientist Top Word Pairs in Tweet in G4:
[245] #bigdata,#analytics [241] #analytics,#ai [241] #iot,#iiot [219] #python,#bigdata [209] #ai,#datascience [205] #datascience,#iot [165] #rstats,#dotnet [146] #iiot,#pytorch [130] #pytorch,#rstats [111] #dotnet,#c Top Word Pairs in Tweet in G5:
[24] #ai,#machinelearning [18] kdnuggets,#datascience [16] #datascience,#data [16] #data,#analytics [14] #analytics,#ai [14] #machinelearning,#deeplearning [13] machine,learning [13] #machinelearning,#deeplea [12] jblefevre60,role [12] role,models Top Word Pairs in Tweet in G6:
[44] data,science [24] machine,learning [16] project,ideas [12] data,scientist [11] 19,data [11] science,project [11] ideas,beginners [11] data,scientists [10] deep,learning [8] don,waste Top Word Pairs in Tweet in G7:
[28] machine,learning [8] data,science [7] understanding,cancer [7] cancer,using [7] using,machine [7] learning,#machinelearning [7] article,create [7] create,automated [7] automated,machine [7] learning,web Top Word Pairs in Tweet in G8:
[34] ronald_vanloon,supermarket [34] supermarket,restaurant [34] restaurant,hires [34] hires,#robots [34] #robots,serve [34] serve,food [34] food,gigadgets_ [34] gigadgets_,#robotics [34] #robotics,#artificialintelligence [34] #artificialintelligence,#ml Top Word Pairs in Tweet in G9:
[15] data,science [9] machine,learning [8] differences,between [8] between,coding [8] coding,data [8] science,machine [7] artificialnow,differences [7] #ai,#artificialintelligence [6] look,great [6] great,#computervision Top Word Pairs in Tweet in G10:
[45] #bigdata,#analytics [42] #analytics,#ai [40] #iot,#iiot [39] #python,#bigdata [36] #ai,#datascience [34] #datascience,#iot [28] #iiot,#pytorch [27] #rstats,#dotnet [21] #pytorch,#rstats [18] #dotnet,#c Top Replied-To in Entire Graph:
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Top Replied-To in G10:
Top Mentioned in Entire Graph:
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Top Tweeters in Entire Graph:
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Top Tweeters in G10: