The graph represents a network of 1,971 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 May 2020 at 04:20 UTC.
The requested start date was Sunday, 03 May 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, 10-hour, 26-minute period from Sunday, 19 April 2020 at 01:30 UTC to Saturday, 02 May 2020 at 11:57 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 : 1971
Unique Edges : 2373
Edges With Duplicates : 7700
Total Edges : 10073
Number of Edge Types : 5
Retweet : 2764
MentionsInRetweet : 4527
Mentions : 1210
Tweet : 1479
Replies to : 93
Self-Loops : 1539
Reciprocated Vertex Pair Ratio : 0.0158227848101266
Reciprocated Edge Ratio : 0.0311526479750779
Connected Components : 197
Single-Vertex Connected Components : 164
Maximum Vertices in a Connected Component : 1665
Maximum Edges in a Connected Component : 9614
Maximum Geodesic Distance (Diameter) : 9
Average Geodesic Distance : 3.089979
Graph Density : 0.00107472050313299
Modularity : 0.301063
NodeXL Version : 1.0.1.432
Data Import : The graph represents a network of 1,971 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 May 2020 at 04:20 UTC.
The requested start date was Sunday, 03 May 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, 10-hour, 26-minute period from Sunday, 19 April 2020 at 01:30 UTC to Saturday, 02 May 2020 at 11:57 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:
[817] machine,learning [567] data,science [296] deep,learning [233] learning,data [213] gt,gt [179] #ai,#machinelearning [176] covid,19 [173] books,courses [167] science,books [165] free,ebook Top Word Pairs in Tweet in G1:
[247] machine,learning [156] data,science [78] learning,data [78] learning,kdnuggets [75] science,books [75] books,courses [72] quality,machine [65] free,books [64] courses,quarantine [64] quarantine,edition Top Word Pairs in Tweet in G2:
[403] machine,learning [304] data,science [202] deep,learning [116] learning,data [94] #datascience,#ai [88] free,ebook [79] data,scientists [77] books,courses [76] #machinelearning,#learning [74] #ai,#machinelearning Top Word Pairs in Tweet in G3:
[71] terence_mills,kdnuggets [64] #ai,#machinelearning [53] kdnuggets,#ai [46] technative,miad [40] gt,gt [38] #ai,terence_mills [35] #fintech,#ai [34] kdnuggets,brettking [33] machine,learning [31] kdnuggets,technative Top Word Pairs in Tweet in G4:
[43] machine,learning [36] data,science [20] data,scientists [18] covid,19 [13] null,#dthstr [11] deep,learning [10] free,ebook [10] gt,gt [10] data,scientist [8] learning,data Top Word Pairs in Tweet in G5:
[138] gt,gt [57] possible,applications [57] applications,#artificialintelligence [57] #artificialintelligence,statistacharts [57] statistacharts,antgrasso [57] #ai,#digital [57] #digital,#datascience [42] folio_3,kdnuggets [42] ronald_vanloon,possible [42] antgrasso,#ai Top Word Pairs in Tweet in G6:
[27] #ai,#iot [19] ronald_vanloon,kdnuggets [18] go,#ai [16] #iot,#bigdata [15] kirkdborne,ronald_vanloon [13] more,#ai [13] machine,learning [13] kdnuggets,rwang0 [13] rwang0,yvesmulkers [12] yvesmulkers,marcusborba Top Word Pairs in Tweet in G7:
[116] الفرق,بين [115] ماهو,الفرق [115] بين,standardization [115] standardization,و [115] و,normalization [115] normalization,يساعد [115] يساعد,تحويل [115] تحويل,البيانات [115] البيانات,data [115] data,transformation Top Word Pairs in Tweet in G8:
[11] smart,cities [11] cities,components [11] components,iot [11] iot,#smartcity [11] #smartcity,#internetofthings [11] #internetofthings,roblemvr [10] unfoldlabs,smart [10] roblemvr,adamsconsultin [9] machine,learning [8] #blockchain,undoubtedly Top Word Pairs in Tweet in G10:
[14] machine,learning [11] data,science [7] deep,learning [6] data,scientists [5] covid,19 [5] learning,data [5] super,duper [5] duper,nlp [5] nlp,repo [4] apr,22 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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