The graph represents a network of 2,045 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, 03 October 2021 at 02:28 UTC.
The requested start date was Sunday, 03 October 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, 23-hour, 3-minute period from Sunday, 19 September 2021 at 00:47 UTC to Saturday, 02 October 2021 at 23:51 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 : 2045
Unique Edges : 2680
Edges With Duplicates : 11017
Total Edges : 13697
Number of Edge Types : 5
Retweet : 3986
MentionsInRetweet : 6415
Tweet : 1347
Mentions : 1814
Replies to : 135
Self-Loops : 1386
Reciprocated Vertex Pair Ratio : 0.0176651305683564
Reciprocated Edge Ratio : 0.0347169811320755
Connected Components : 106
Single-Vertex Connected Components : 92
Maximum Vertices in a Connected Component : 1924
Maximum Edges in a Connected Component : 13494
Maximum Geodesic Distance (Diameter) : 7
Average Geodesic Distance : 2.787831
Graph Density : 0.00126794865047201
Modularity : 0.26816
NodeXL Version : 1.0.1.447
Data Import : The graph represents a network of 2,045 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, 03 October 2021 at 02:28 UTC.
The requested start date was Sunday, 03 October 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, 23-hour, 3-minute period from Sunday, 19 September 2021 at 00:47 UTC to Saturday, 02 October 2021 at 23:51 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:
[728] #bigdata,#analytics [683] #iot,#iiot [566] #python,#bigdata [566] #analytics,#ai [524] data,science [518] #ai,#datascience [473] machine,learning [471] #rstats,#dotnet [469] #ai,#ml [427] #datascience,#iot Top Word Pairs in Tweet in G1:
[286] favourite,#deeplearning [286] #deeplearning,techniques [286] techniques,analyticsindiam [285] big,tech [285] tech,favourite [284] kdnuggets,big [127] data,science [97] 100,valuable [97] valuable,github [97] github,repositories Top Word Pairs in Tweet in G2:
[687] #bigdata,#analytics [662] #iot,#iiot [548] #analytics,#ai [547] #python,#bigdata [496] #ai,#datascience [460] #ai,#ml [454] #rstats,#dotnet [419] #datascience,#iot [374] #dotnet,#c [367] #iiot,#azure Top Word Pairs in Tweet in G3:
[160] pawlowskimario,kdnuggets [145] satellites,orbit [145] orbit,earth [145] earth,thespaceacad [145] thespaceacad,#tech [145] #tech,#space [145] #space,#sattelite [145] #sattelite,#5g [145] #5g,#iot [145] #iot,cc Top Word Pairs in Tweet in G4:
[16] womeninaiethics,terence_mills [16] terence_mills,hessiejones [16] hessiejones,mallys_ [16] mallys_,simoncocking [16] simoncocking,kdnuggets [14] kdnuggets,irmaraste [9] women_in_ai,labiotech_eu [9] labiotech_eu,nicochan33 [9] nicochan33,si_org_pl [9] si_org_pl,mlearning_ai Top Word Pairs in Tweet in G5:
[34] #ai,#bigdata [33] special,#deeplearning [33] #deeplearning,kirkdborne [33] kirkdborne,medium [33] medium,go [33] go,#ai [31] ronald_vanloon,special [31] #bigdata,#machinelea [30] machine,learning [17] #bigdata,#datascience Top Word Pairs in Tweet in G6:
[26] data,science [22] machine,learning [8] data,scientists [6] twitter,round [6] round,kdnuggets' [6] kdnuggets',tweet [6] tweet,importance [6] importance,extract [6] extract,transform [6] data,scientist Top Word Pairs in Tweet in G7:
[2] structured,approach [2] approach,#blockchain [2] #blockchain,adoption [2] adoption,mclynd [2] mclynd,digitalcloudgal [2] digitalcloudgal,dinisguarda [2] dinisguarda,ursbolt [2] ursbolt,neiraosci [2] neiraosci,salz_er Top Word Pairs in Tweet in G8:
[2] #ff,#analytics [2] #analytics,analyticbridge [2] analyticbridge,googleanalytics [2] googleanalytics,sapanalytics [2] sapanalytics,ronald_vanloon [2] ronald_vanloon,danvesset [2] danvesset,kirkdborne [2] kirkdborne,kdnuggets Top Word Pairs in Tweet in G10:
[30] #datascience,#datavisualization [30] #datavisualization,#dataanalytics [30] #dataanalytics,#datafam [5] machine,learning [5] data,science [5] modelops,difference [5] difference,matters [5] #programming,#database [5] #database,#data [5] #data,#datascientists 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 G4:
Top Replied-To in G5:
Top Replied-To in G9:
Top Mentioned in Entire Graph:
Top Mentioned in G1:
Top Mentioned in G2:
Top Mentioned in G3:
Top Mentioned in G4:
Top Mentioned in G5:
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:
Top Tweeters in G2:
Top Tweeters in G3:
Top Tweeters in G4:
Top Tweeters in G5:
Top Tweeters in G6:
Top Tweeters in G7:
Top Tweeters in G8:
Top Tweeters in G9:
Top Tweeters in G10: