The graph represents a network of 1,486 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, 17 April 2022 at 02:28 UTC.
The requested start date was Sunday, 17 April 2022 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, 5-hour, 23-minute period from Sunday, 03 April 2022 at 01:44 UTC to Saturday, 16 April 2022 at 07:07 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 : 1486
Unique Edges : 1327
Edges With Duplicates : 6353
Total Edges : 7680
Number of Edge Types : 5
Retweet : 2038
MentionsInRetweet : 3213
Tweet : 903
Mentions : 1435
Replies to : 91
Self-Loops : 939
Reciprocated Vertex Pair Ratio : 0.0237388724035608
Reciprocated Edge Ratio : 0.0463768115942029
Connected Components : 111
Single-Vertex Connected Components : 91
Maximum Vertices in a Connected Component : 1332
Maximum Edges in a Connected Component : 7328
Maximum Geodesic Distance (Diameter) : 9
Average Geodesic Distance : 2.825078
Graph Density : 0.00125073072583167
Modularity : 0.263057
NodeXL Version : 1.0.1.449
Data Import : The graph represents a network of 1,486 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, 17 April 2022 at 02:28 UTC.
The requested start date was Sunday, 17 April 2022 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, 5-hour, 23-minute period from Sunday, 03 April 2022 at 01:44 UTC to Saturday, 16 April 2022 at 07:07 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:
[299] data,science [283] kdnuggets,#bigdata [272] #ai,#machinelearning [214] #datascience,#ai [187] #bigdata,#analytics [174] #iot,#iiot [149] naïve,bayes [147] machine,learning [147] bayes,algorithm [146] need,know Top Word Pairs in Tweet in G1:
[129] kdnuggets,#bigdata [126] #machinelearning,#kdnuggets [117] #bigdata,#datascience [116] data,story [116] story,visualization [116] visualization,source [116] source,kdnuggets [116] #datascience,#datavisualization [115] datasciencedojo,data [98] learn,create Top Word Pairs in Tweet in G2:
[120] #ai,#machinelearning [47] #datascience,#ai [47] kdnuggets,#ai [45] #fintech,#ai [44] #bigdata,#analytics [43] kdnuggets,#data [42] #datascience,#machinelearning [41] #iot,#iiot [41] uncertainty,quantification [41] based,systems Top Word Pairs in Tweet in G3:
[121] #ai,#machinelearning [108] #iot,#iiot [107] kdnuggets,#bigdata [107] #bigdata,#analytics [103] #datascience,#ai [101] data,science [89] #analytics,#datascience [81] #machinelearning,#iot [57] #iiot,#python [46] machine,learning Top Word Pairs in Tweet in G4:
[30] machine,learning [11] #machinelearning,#learning [10] women_in_ai,labiotech_eu [10] labiotech_eu,nicochan33 [10] nicochan33,si_org_pl [10] si_org_pl,mlearning_ai [10] mlearning_ai,globalgoalsai [10] globalgoalsai,technation [10] technation,sallyeaves [9] data,science Top Word Pairs in Tweet in G5:
[44] data,science [24] #datascience,#datavisualization [24] #datavisualization,#dataanalytics [24] #dataanalytics,#datafam [21] machine,learning [20] ù,ø [19] ø,ù [19] complete,collection [17] collection,data [14] data,repositories Top Word Pairs in Tweet in G6:
[2] meowythegreat,projectpxn [2] kosherplug,mindblowonnft [2] mindblowonnft,koshergiveaways Top Word Pairs in Tweet in G7:
[9] data,science [8] reinforcement,learning [7] learning,supports [7] supports,robotic [7] robotic,systems [7] systems,handle [7] handle,tasks [7] tasks,intengineering [7] intengineering,cc [7] cc,whiteheartvic Top Word Pairs in Tweet in G8:
[45] #datascience,#ai [40] #ai,#ml [39] kdnuggets,#datascience [36] #ml,#data [36] #data,#bigdata [31] #serverless,#mobile [22] gt,gt [21] #bigdata,#analytics [20] #datascience,#serverless [18] #ai,#aiio Top Word Pairs in Tweet in G10:
[14] top,10 [14] data,science [13] 10,tools [13] tools,data [13] science,python [13] python,sql [13] sql,tableau [13] tableau,powerbi [13] powerbi,java [13] java,julia Top Replied-To in Entire Graph:
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Top Mentioned in Entire Graph:
Top Mentioned in G1:
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Top Tweeters in Entire Graph:
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Top Tweeters in G10: