The graph represents a network of 1,761 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, 06 March 2022 at 03:30 UTC.
The requested start date was Sunday, 06 March 2022 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 12-day, 6-hour, 9-minute period from Sunday, 20 February 2022 at 01:02 UTC to Friday, 04 March 2022 at 07:11 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 : 1761
Unique Edges : 1498
Edges With Duplicates : 10678
Total Edges : 12176
Number of Edge Types : 5
Retweet : 3607
MentionsInRetweet : 5679
Mentions : 1635
Tweet : 1142
Replies to : 113
Self-Loops : 1194
Reciprocated Vertex Pair Ratio : 0.0227083910274162
Reciprocated Edge Ratio : 0.0444083401028974
Connected Components : 105
Single-Vertex Connected Components : 92
Maximum Vertices in a Connected Component : 1635
Maximum Edges in a Connected Component : 11975
Maximum Geodesic Distance (Diameter) : 6
Average Geodesic Distance : 2.850967
Graph Density : 0.00119153631717516
Modularity : 0.219663
NodeXL Version : 1.0.1.449
Data Import : The graph represents a network of 1,761 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, 06 March 2022 at 03:30 UTC.
The requested start date was Sunday, 06 March 2022 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 12-day, 6-hour, 9-minute period from Sunday, 20 February 2022 at 01:02 UTC to Friday, 04 March 2022 at 07:11 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:
[859] #bigdata,#analytics [752] #ai,#machinelearning [708] #analytics,#datascience [692] #datascience,#ai [616] kdnuggets,#bigdata [593] #iot,#iiot [556] data,science [535] #machinelearning,#iot [475] machine,learning [427] #ai,#ml Top Word Pairs in Tweet in G1:
[204] decision,tree [202] #bigdata,#analytics [187] telling,great [187] story,visualization [186] visualization,decision [176] #ai,#machinelearning [174] great,data [174] data,story [173] tree,#dataviz [173] #dataviz,#kdnuggets Top Word Pairs in Tweet in G2:
[583] #bigdata,#analytics [487] #ai,#machinelearning [461] #analytics,#datascience [401] #datascience,#ai [397] kdnuggets,#bigdata [396] #iot,#iiot [343] #machinelearning,#iot [286] data,science [215] #iiot,#python [166] machine,learning Top Word Pairs in Tweet in G3:
[82] #fintech,#ai [49] #ai,#machinelearning [41] go,mainstream [41] mainstream,2022 [38] #artificialintelligence,#machinelearning [38] #ai,#ml [37] #datascience,#ai [34] #bigdata,#analytics [33] mattmayo13,kdnuggets [30] #ai,#artificialintelligence Top Word Pairs in Tweet in G4:
[338] #ai,#ml [165] machine,learning [135] data,science [73] #datascience,#ai [40] decision,tree [40] complete,collection [40] cheat,sheets [39] kdnuggets,#datascience [39] #ml,#data [39] #data,#bigdata Top Word Pairs in Tweet in G5:
[36] machine,learning [35] data,science [11] top,free [10] complete,collection [10] cheat,sheets [9] free,machine [9] learning,courses [9] collection,data [9] science,cheat [8] sheets,part Top Word Pairs in Tweet in G6:
[32] #analytics,#datascience [32] machine,learning [18] #datascience,#ds [13] data,science [13] #bigdata,#datascience [12] #businessanalytics,#ba [11] kdnuggets,thanks [11] thanks,richardeudes [11] #datascience,#machinelearning [10] kdnuggets,#bigdata Top Word Pairs in Tweet in G8:
[3] #ai,#data [2] #datascience,#ai [2] #data,#dataanalytics [2] #dataanalytics,#bigdata [2] everything,need [2] need,comprehensive [2] comprehensive,data [2] data,science [2] science,platform [2] platform,#infographic Top Word Pairs in Tweet in G10:
[6] root,directory [6] directory,see [6] see,click [6] click,above [6] above,link [6] link,#gdpr [6] #gdpr,#kdnuggets [5] infosecsanket,root [5] #kdnuggets,#da [2] #100daysofcode,#programming 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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