The graph represents a network of 2,302 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 Monday, 11 November 2019 at 22:05 UTC.
The requested start date was Monday, 11 November 2019 at 01:01 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 10-day, 7-hour, 47-minute period from Thursday, 31 October 2019 at 16:45 UTC to Monday, 11 November 2019 at 00:32 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 : 2302
Unique Edges : 3492
Edges With Duplicates : 3714
Total Edges : 7206
Number of Edge Types : 3
Mentions : 5589
Tweet : 1568
Replies to : 49
Self-Loops : 1568
Reciprocated Vertex Pair Ratio : 0.0147936672722554
Reciprocated Edge Ratio : 0.029156010230179
Connected Components : 199
Single-Vertex Connected Components : 176
Maximum Vertices in a Connected Component : 2071
Maximum Edges in a Connected Component : 6877
Maximum Geodesic Distance (Diameter) : 11
Average Geodesic Distance : 3.916394
Graph Density : 0.000738167328751787
Modularity : 0.388196
NodeXL Version : 1.0.1.421
Data Import : The graph represents a network of 2,302 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 Monday, 11 November 2019 at 22:05 UTC.
The requested start date was Monday, 11 November 2019 at 01:01 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 10-day, 7-hour, 47-minute period from Thursday, 31 October 2019 at 16:45 UTC to Monday, 11 November 2019 at 00:32 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 : Followers
Top Domains
Top Word Pairs in Tweet in Entire Graph:
[4036] ø,ø [2933] ø,ù [2652] ù,ø [2052] ù,ù [845] ø,ùˆø [575] ø,ùšø [572] ù,ùš [570] ùˆø,ø [569] øª,ø [568] ùš,ø Top Word Pairs in Tweet in G1:
[159] data,scientist [140] 10,free [125] free,read [125] kdnuggets,10 [122] data,science [115] everything,data [115] scientist,know [111] machine,learning [109] know,data [106] data,management Top Word Pairs in Tweet in G2:
[227] kdnuggets,read [205] read,more [112] 10,free [107] free,read [101] machine,learning [99] 4,types [86] mattmayo13,kdnuggets [86] #bigdata,#datascience [84] data,science [84] types,#dataanalytics Top Word Pairs in Tweet in G3:
[128] â,â [77] #fintech,#ai [67] 10,free [67] free,read [58] #fintech,#insurtech [57] read,#books [55] spirosmargaris,10 [41] #ai,#edgecomputing [41] #edgecomputing,#5g [40] kdnuggets,evankirstel Top Word Pairs in Tweet in G4:
[3838] ø,ø [2759] ø,ù [2496] ù,ø [1927] ù,ù [809] ø,ùˆø [548] ø,ùšø [546] ùˆø,ø [545] øª,ø [544] ù,ùš [542] ùš,ø Top Word Pairs in Tweet in G5:
[43] ã,ã [39] machine,learning [22] data,scientist [20] 10,free [20] free,read [18] read,books [16] software,tools [16] data,management [15] top,machine [15] learning,software Top Word Pairs in Tweet in G6:
[170] ø,ø [144] في,هذه [144] هذه,الصفحة [144] الصفحة,10 [144] 10,كتب [144] كتب,ممتازة [144] ممتازة,للذكاء [144] للذكاء,الاصطناعي [144] الاصطناعي,وتعلم [144] وتعلم,الآلة Top Word Pairs in Tweet in G7:
[242] data,science [191] machine,learning [97] #datascience,#analytics [61] data,scientist [51] #data,#kdnuggets [50] data,scientists [50] #datascience,#ai [49] #ai,#ml [45] science,skills [45] #kdnuggets,#data Top Word Pairs in Tweet in G8:
[27] #machinelearning,#datascience [23] #datascience,#artificialintelligence [21] #artificialintelligence,#ai [19] #ai,#machinelearning [16] 10,free [16] free,read [15] #artificialintelligence,#machinelearning [14] machine,learning [14] neural,network [14] read,books Top Word Pairs in Tweet in G9:
[6] ronald_vanloon,utsengage [6] utsengage,drjochens [6] drjochens,kirkdborne [6] kirkdborne,swizzlefish [6] swizzlefish,utsalumni [6] utsalumni,kdnuggets [6] kdnuggets,thedataagent [6] thedataagent,bernardmarr [6] bernardmarr,granvilledsc [5] vanrijmenam,ronald_vanloon Top Word Pairs in Tweet in G10:
[18] data,scientist [16] seems,45 [16] 45,data [16] scientist,consider [16] consider,know [16] know,scikit [16] scikit,learn [16] learn,cool [15] gaelvaroquaux,seems [3] kdnuggets,10 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 G7:
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: