The graph represents a network of 1,720 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, 16 May 2021 at 02:27 UTC.
The requested start date was Sunday, 16 May 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, 13-minute period from Sunday, 02 May 2021 at 00:01 UTC to Saturday, 15 May 2021 at 07:14 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 : 1720
Unique Edges : 1525
Edges With Duplicates : 11793
Total Edges : 13318
Number of Edge Types : 5
Retweet : 4700
MentionsInRetweet : 5951
Tweet : 1283
Mentions : 1318
Replies to : 66
Self-Loops : 1339
Reciprocated Vertex Pair Ratio : 0.0189173457508731
Reciprocated Edge Ratio : 0.0371322479291631
Connected Components : 127
Single-Vertex Connected Components : 110
Maximum Vertices in a Connected Component : 1576
Maximum Edges in a Connected Component : 13146
Maximum Geodesic Distance (Diameter) : 8
Average Geodesic Distance : 2.971764
Graph Density : 0.0011840983806161
Modularity : 0.186924
NodeXL Version : 1.0.1.445
Data Import : The graph represents a network of 1,720 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, 16 May 2021 at 02:27 UTC.
The requested start date was Sunday, 16 May 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, 13-minute period from Sunday, 02 May 2021 at 00:01 UTC to Saturday, 15 May 2021 at 07:14 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:
[1604] #bigdata,#analytics [1507] #analytics,#ai [1431] #iot,#iiot [1424] #python,#bigdata [1170] #datascience,#iot [1150] #ai,#datascience [950] kdnuggets,#kdn [710] #rstats,#dotnet [612] #iiot,#pytorch [572] #iiot,#rstats Top Word Pairs in Tweet in G1:
[757] kdnuggets,#kdn [288] kdnuggets,kdnuggets [142] #kdn,kdnuggets [138] kdnuggets,2021 [98] data,science [91] machine,learning [71] kdnuggets,data [67] #python,libraries [63] #datascience,kdnuggets [63] data,engineer Top Word Pairs in Tweet in G2:
[1495] #bigdata,#analytics [1413] #analytics,#ai [1342] #iot,#iiot [1334] #python,#bigdata [1102] #datascience,#iot [1076] #ai,#datascience [662] #rstats,#dotnet [578] #iiot,#pytorch [533] #iiot,#rstats [496] #pytorch,#rstats Top Word Pairs in Tweet in G3:
[60] #fintech,#ai [59] #machinelearning,#data [59] #data,preparation [58] steps,master [58] master,#machinelearning [51] #bigdata,#analytics [48] #analytics,#ai [46] kdnuggets,#kdn [46] #iot,#iiot [44] #python,#bigdata Top Word Pairs in Tweet in G4:
[304] #ai,#ml [246] machine,learning [151] data,science [61] data,scientists [50] data,scientist [48] #ai,#machinelearning [44] ai,machine [39] deep,learning [39] science,machine [37] top,stories Top Word Pairs in Tweet in G5:
[20] machine,learning [17] data,science [11] general,news [8] game,changing [8] changing,data [8] data,visualization [8] visualization,platform [7] news,#deeplearning [7] #deeplearning,#artificialintelligence [7] #artificialintelligence,#learning Top Word Pairs in Tweet in G6:
[3] braincuresltd,lead_coalition [3] lead_coalition,nigewillson [3] nigewillson,roblemvr [3] roblemvr,dinisguarda [3] dinisguarda,geraldjwilmink [3] geraldjwilmink,nicochan33 [3] nicochan33,thefuturisthq [3] thefuturisthq,coe4ai [2] braincures,braincuresltd [2] coe4ai,nord Top Word Pairs in Tweet in G7:
[3] thought,leaders [3] kdnuggets,simonlporter [3] simonlporter,bernardmarr [3] bernardmarr,rwang0 [3] rwang0,analyticbridge [2] machine,learning [2] follow,top [2] top,#bigdata [2] #bigdata,thought [2] leaders,kdnuggets Top Word Pairs in Tweet in G8:
[15] machine,learning [11] #ar,glasses [11] glasses,displaying [11] displaying,#virtual [11] #virtual,screens [11] screens,digitaltrends [11] digitaltrends,ty [11] ty,ronald_vanloon [11] ronald_vanloon,cc [11] cc,ai4good Top Word Pairs in Tweet in G9:
[10] data,scientist' [7] artificial,intelligence [7] intelligence,very [7] very,wide [7] wide,concept [7] concept,mother [7] mother,many [7] many,ones [7] ones,such [7] such,machine Top Word Pairs in Tweet in G10:
[2] titled,eigengame [2] eigengame,pca [2] pca,nash [2] nash,equilibrium [2] equilibrium,deepmind [2] deepmind,work [2] work,one [2] one,those [2] those,papers [2] papers,resist Top Replied-To in Entire Graph:
Top Replied-To in G1:
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Top Replied-To in G3:
Top Replied-To in G4:
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Top Mentioned in Entire Graph:
Top Mentioned in G1:
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Top Tweeters in Entire Graph:
Top Tweeters in G1:
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Top Tweeters in G10: