The graph represents a network of 1,959 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, 18 April 2021 at 02:24 UTC.
The requested start date was Sunday, 18 April 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, 7-hour, 49-minute period from Sunday, 04 April 2021 at 00:19 UTC to Saturday, 17 April 2021 at 08:08 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 : 1959
Unique Edges : 2667
Edges With Duplicates : 12005
Total Edges : 14672
Number of Edge Types : 5
Retweet : 4464
MentionsInRetweet : 7486
Tweet : 1094
Replies to : 73
Mentions : 1555
Self-Loops : 1147
Reciprocated Vertex Pair Ratio : 0.0236131934032984
Reciprocated Edge Ratio : 0.0461369461735628
Connected Components : 113
Single-Vertex Connected Components : 95
Maximum Vertices in a Connected Component : 1825
Maximum Edges in a Connected Component : 14476
Maximum Geodesic Distance (Diameter) : 6
Average Geodesic Distance : 2.870987
Graph Density : 0.00142398223854596
Modularity : 0.25522
NodeXL Version : 1.0.1.445
Data Import : The graph represents a network of 1,959 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, 18 April 2021 at 02:24 UTC.
The requested start date was Sunday, 18 April 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, 7-hour, 49-minute period from Sunday, 04 April 2021 at 00:19 UTC to Saturday, 17 April 2021 at 08:08 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:
[727] machine,learning [578] kdnuggets,#kdn [439] #bigdata,#analytics [409] #iot,#iiot [395] #ai,#datascience [386] data,science [342] #100daysofcode,#ai [318] #analytics,#ai [306] #ai,#analytics [305] learning,models Top Word Pairs in Tweet in G1:
[495] kdnuggets,#kdn [174] kdnuggets,kdnuggets [163] ylecun,alfcnz [161] top,#ai [160] #deeplearning,course [160] course,top [160] #ai,researcher [160] researcher,yann [160] yann,lecun [160] lecun,nyu Top Word Pairs in Tweet in G2:
[484] machine,learning [394] #bigdata,#analytics [377] #iot,#iiot [342] #ai,#datascience [326] #100daysofcode,#ai [292] #ai,#analytics [289] #analytics,#ai [268] #python,#bigdata [263] data,science [244] #datascience,#iot Top Word Pairs in Tweet in G3:
[194] #fintech,#ai [133] mrogati,spirosmargaris [132] spirosmargaris,jblefevre60 [131] jblefevre60,xbond49 [123] etl,image [123] image,#ai [123] #ai,hierarchy [123] hierarchy,needs [123] needs,mrogati [113] deeplearn007,etl Top Word Pairs in Tweet in G4:
[21] machine,learning [18] data,scientists [9] data,science [8] 2021,kdnuggets [8] demand,skills [8] skills,data [8] scientists,2021 [4] need,data [4] making,machine [4] learning,models Top Word Pairs in Tweet in G5:
[21] #ai,#aiio [21] #aiio,#bigdata [21] #bigdata,#ml [19] #datascience,#machinelearning [18] #ml,#nlu [17] #machinelearning,#artificialintelligence [17] #nlu,#futureofwork [15] #artificialintelligence,#ai [14] #futureofwork,kevin_jackson [11] machine,learning Top Word Pairs in Tweet in G6:
[31] machine,learning [9] learning,models [8] training,machine [8] learning,model [8] deep,learning [6] mistakes,avoid [6] avoid,training [6] deploy,machine [6] learning,deep [6] top,stories Top Word Pairs in Tweet in G7:
[11] tickets,available [11] gwcnelc,gwccas [11] gwccas,archaeology_aia [7] friday,talk [7] talk,details [7] details,tickets [7] available,dianehcline [7] dianehcline,gwcnelc [6] profsandpints,friday [5] archaeology_aia,ancientgreeknex Top Word Pairs in Tweet in G8:
[8] artificial,intelligence [8] intelligence,very [8] very,wide [8] wide,concept [8] concept,mother [8] mother,many [8] many,ones [8] ones,such [8] such,machine [8] machine,learning Top Word Pairs in Tweet in G10:
[12] #fintech,#ai [8] #ai,#artificialintelligence [7] fabriziobustama,whiteheartvic [7] whiteheartvic,yvesmulkers [6] kdnuggets,fabriziobustama [6] yvesmulkers,julez_norton [6] julez_norton,immbm [5] immbm,paula_piccard [4] spirosmargaris,#machinelearning [4] #machinelearning,struggles Top Replied-To in Entire Graph:
Top Replied-To in G1:
Top Replied-To in G2:
Top Replied-To in G3:
Top Replied-To in G5:
Top Replied-To in G6:
Top Replied-To in G10:
Top Mentioned in Entire Graph:
Top Mentioned in G1:
Top Mentioned in G2:
Top Mentioned in G3:
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Top Mentioned in G6:
Top Mentioned in G7:
Top Mentioned in G8:
Top Mentioned in G9:
Top Mentioned in G10:
Top Tweeters in Entire Graph:
Top Tweeters in G1:
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Top Tweeters in G9:
Top Tweeters in G10: