The graph represents a network of 2,075 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, 21 March 2021 at 02:24 UTC.
The requested start date was Sunday, 21 March 2021 at 00:01 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, 6-hour, 3-minute period from Sunday, 07 March 2021 at 16:01 UTC to Saturday, 20 March 2021 at 22:04 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 : 2075
Unique Edges : 2261
Edges With Duplicates : 15074
Total Edges : 17335
Number of Edge Types : 5
Retweet : 5637
MentionsInRetweet : 8595
Tweet : 1316
Mentions : 1651
Replies to : 136
Self-Loops : 1382
Reciprocated Vertex Pair Ratio : 0.0205040580948313
Reciprocated Edge Ratio : 0.0401841774801172
Connected Components : 170
Single-Vertex Connected Components : 136
Maximum Vertices in a Connected Component : 1862
Maximum Edges in a Connected Component : 17048
Maximum Geodesic Distance (Diameter) : 8
Average Geodesic Distance : 2.904564
Graph Density : 0.00111024619209722
Modularity : 0.197098
NodeXL Version : 1.0.1.444
Data Import : The graph represents a network of 2,075 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, 21 March 2021 at 02:24 UTC.
The requested start date was Sunday, 21 March 2021 at 00:01 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, 6-hour, 3-minute period from Sunday, 07 March 2021 at 16:01 UTC to Saturday, 20 March 2021 at 22:04 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:
[1188] #100daysofcode,#ai [1137] #ai,#analytics [631] machine,learning [589] data,science [454] #datascience,#machinelearning [426] #analytics,#artificialintelligence [422] kdnuggets,#kdn [388] #analytics,#bigdata [380] ai_miami,#100daysofcode [374] #ai,#machinelearning Top Word Pairs in Tweet in G1:
[334] kdnuggets,#kdn [236] kdnuggets,kdnuggets [195] kdnuggets,march [124] #kdn,kdnuggets [123] data,science [95] kdnuggets,10 [88] machine,learning [61] 10,know [61] know,#statistical [61] #statistical,concepts Top Word Pairs in Tweet in G2:
[263] machine,learning [210] #100daysofcode,#ai [197] #ai,#analytics [164] data,science [163] #ai,#machinelearning [158] #datascience,#machinelearning [101] learn,more [92] #bigdata,#datascience [88] #analytics,#bigdata [75] #ai,#datascience Top Word Pairs in Tweet in G3:
[952] #100daysofcode,#ai [915] #ai,#analytics [351] #analytics,#artificialintelligence [305] ai_miami,#100daysofcode [290] #analytics,#bigdata [263] strat_ai,ai_miami [250] #iot,#iiot [244] #rstats,#reactjs [240] learn,#datascience [240] #datascience,free Top Word Pairs in Tweet in G4:
[88] pawlowskimario,kdnuggets [79] satellites,orbit [79] orbit,earth [79] earth,thespaceacad [79] thespaceacad,#tech [79] #tech,#space [79] #space,#sattelite [79] #sattelite,#5g [79] #5g,#iot [79] #iot,cc Top Word Pairs in Tweet in G5:
[37] data,science [21] machine,learning [16] data,scientists [15] fear,math [14] overcome,fear [14] math,learn [13] learn,math [13] math,data [12] science,kdnuggets [10] need,data Top Word Pairs in Tweet in G6:
[21] machine,learning [11] data,science [7] learning,model [7] #deeplearning,#ai [7] #ai,system [7] system,save [7] save,many [7] many,lives [7] lives,#dl [7] #dl,model Top Word Pairs in Tweet in G7:
[40] companion,websites [40] websites,used [40] used,teach [40] teach,myself [40] myself,machine [40] machine,learning [40] learning,grad [40] grad,school [40] school,kaggle [40] kaggle,neural Top Word Pairs in Tweet in G8:
[9] kirkdborne,kdnuggets [6] over,75 [6] 75,funding [6] funding,decisions [6] decisions,driven [6] driven,#ai [6] #ai,data [6] data,#analytics [6] #analytics,2025 [6] 2025,kirkdborne Top Word Pairs in Tweet in G9:
[40] data,science [34] machine,learning [21] data,scientist [15] nlp,techniques [15] techniques,data [15] scientist,know [15] know,#datascientist [12] machinelearnflx,nlp [10] math,data [9] science,vs Top Word Pairs in Tweet in G10:
[13] claudia_imhoff,jadp [13] hackathorn,kdnuggets [13] kdnuggets,lauriemccabe [12] davemichels,brucedaley [12] lauriemccabe,data_nerd [11] data_nerd,davemichels [10] jadp,evankirstel [10] evankirstel,hackathorn [8] jgxdot,claudia_imhoff [6] brucedaley,ronald_vanloon 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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Top Tweeters in G10: