The graph represents a network of 1,916 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, 05 April 2020 at 04:19 UTC.
The requested start date was Sunday, 05 April 2020 at 00:01 UTC and the maximum number of days (going backward) was 14.
The maximum number of tweets collected was 5,000.
The tweets in the network were tweeted over the 13-day, 13-hour, 24-minute period from Sunday, 22 March 2020 at 01:19 UTC to Saturday, 04 April 2020 at 14:44 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 : 1916
Unique Edges : 2983
Edges With Duplicates : 3531
Total Edges : 6514
Number of Edge Types : 4
Tweet : 1493
MentionsInRetweet : 3790
Mentions : 1145
Replies to : 86
Self-Loops : 1493
Reciprocated Vertex Pair Ratio : 0.0224438902743142
Reciprocated Edge Ratio : 0.0439024390243902
Connected Components : 224
Single-Vertex Connected Components : 194
Maximum Vertices in a Connected Component : 1649
Maximum Edges in a Connected Component : 6107
Maximum Geodesic Distance (Diameter) : 8
Average Geodesic Distance : 2.938278
Graph Density : 0.000893942449729364
Modularity : 0.35699
NodeXL Version : 1.0.1.429
Data Import : The graph represents a network of 1,916 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, 05 April 2020 at 04:19 UTC.
The requested start date was Sunday, 05 April 2020 at 00:01 UTC and the maximum number of days (going backward) was 14.
The maximum number of tweets collected was 5,000.
The tweets in the network were tweeted over the 13-day, 13-hour, 24-minute period from Sunday, 22 March 2020 at 01:19 UTC to Saturday, 04 April 2020 at 14:44 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:
[580] machine,learning [480] data,science [343] ø,ù [301] ø,ø [299] ù,ø [219] 24,best [212] covid,19 [211] ù,ù [199] free,books [192] gt,gt Top Word Pairs in Tweet in G1:
[108] covid,19 [92] machine,learning [69] data,science [65] free,books [60] 24,best [53] visualized,power [53] kdnuggets,#coronavirus [53] kdnuggets,covid [52] effective,visualizations [51] 19,visualized Top Word Pairs in Tweet in G2:
[106] kdnuggets,#ai [65] machine,learning [56] 24,best [55] #free,#books [50] understand,#machinelearning [49] best,#free [47] #books,understand [46] #fintech,#ai [45] #ai,#machinelearning [40] probability,distributions Top Word Pairs in Tweet in G3:
[66] machine,learning [35] data,science [25] ø,ø [21] free,books [20] best,free [20] data,scientist [19] 24,best [19] null,#dthstr [18] books,understand [18] 2020,kdnuggets Top Word Pairs in Tweet in G4:
[230] data,science [211] machine,learning [81] #datascience,#machinelearning [58] deep,learning [56] free,books [50] covid,19 [50] #ai,#ml [48] data,scientist [48] #datascience,#kdn [48] #datascience,#ai Top Word Pairs in Tweet in G5:
[57] machine,learning [39] data,science [25] ronald_vanloon,kdnuggets [24] go,#ai [22] learn,more [21] kdnuggets,drob [20] read,more [20] kdnuggets,#bigdata [20] gt,gt [18] #bigdata,#datascience Top Word Pairs in Tweet in G6:
[297] ø,ù [253] ø,ø [252] ù,ø [180] ù,ù [42] ùˆø,ø [40] ø,øª [33] øª,ø [32] ù,øªø [30] ùšù,ø [27] ù,ùˆø Top Word Pairs in Tweet in G7:
[2] #ai,#artificialintelligence [2] #artificialintelligence,#algorithm [2] #algorithm,#ml [2] #data,#tech [2] #tech,#technology [2] kdnuggets,ogrisel [2] ogrisel,geoffreyhinton [2] geoffreyhinton,earslan_tamu [2] bigdata,jakeporway [2] hadleywickham,kiraradinsky Top Word Pairs in Tweet in G8:
[14] kdnuggets,#ai [12] 2020,kdnuggets [11] top,ai [11] ai,trends [11] trends,2020 [11] #ai,#automation [11] #automation,#chatbots [11] #chatbots,#healthcare [11] #healthcare,#privacy [11] #privacy,#retail Top Word Pairs in Tweet in G9:
[16] kdnuggets,#coronavirus [13] kdnuggets,top [10] maps,predict [10] hospitals,hit [10] hit,capacity [9] covid,19 [8] kdnuggets,substantial [8] substantial,undocumented [8] undocumented,infection [8] infection,facilitates Top Word Pairs in Tweet in G10:
[64] gt,gt [15] #ai,#iot [14] #datascience,skills [14] skills,core [14] core,emerging [14] gt,#ai [12] emerging,gt [12] gt,kdnuggets [12] kdnuggets,mikequindazzi [12] mikequindazzi,gt Top Replied-To in Entire Graph:
Top Replied-To in G1:
Top Replied-To in G2:
Top Replied-To in G4:
Top Replied-To in G5:
Top Replied-To in G7:
Top Replied-To in G8:
Top Replied-To in G9:
Top Replied-To in G10:
Top Mentioned in Entire Graph:
Top Mentioned in G1:
Top Mentioned in G2:
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: