The graph represents a network of 2,132 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 January 2021 at 01:54 UTC.
The requested start date was Sunday, 17 January 2021 at 01:01 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 11-day, 13-hour, 21-minute period from Monday, 04 January 2021 at 18:55 UTC to Saturday, 16 January 2021 at 08:17 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 : 2132
Unique Edges : 2164
Edges With Duplicates : 15756
Total Edges : 17920
Number of Edge Types : 5
Retweet : 5894
MentionsInRetweet : 9072
Tweet : 1334
Mentions : 1501
Replies to : 119
Self-Loops : 1392
Reciprocated Vertex Pair Ratio : 0.0157687253613666
Reciprocated Edge Ratio : 0.0310478654592497
Connected Components : 161
Single-Vertex Connected Components : 138
Maximum Vertices in a Connected Component : 1940
Maximum Edges in a Connected Component : 17713
Maximum Geodesic Distance (Diameter) : 6
Average Geodesic Distance : 2.957627
Graph Density : 0.00119098662379614
Modularity : 0.198037
NodeXL Version : 1.0.1.442
Data Import : The graph represents a network of 2,132 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 January 2021 at 01:54 UTC.
The requested start date was Sunday, 17 January 2021 at 01:01 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 11-day, 13-hour, 21-minute period from Monday, 04 January 2021 at 18:55 UTC to Saturday, 16 January 2021 at 08:17 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:
[1294] data,science [1255] machine,learning [640] #datascience,#machinelearning [626] 2021,kdnuggets [516] 15,free [421] #bigdata,#ai [420] know,2021 [402] science,machine [400] #analytics,#bigdata [396] ebooks,2021 Top Word Pairs in Tweet in G1:
[90] machine,learning [71] kdnuggets,#machinelearning [68] data,science [56] #machinelearning,algorithm [51] algorithm,use [51] use,comprehensive [51] comprehensive,#cheatsheet [45] kdnuggets,best [42] #datascience,#machinelearning [36] 2021,kdnuggets Top Word Pairs in Tweet in G2:
[281] machine,learning [129] data,science [118] 2021,kdnuggets [106] know,2021 [102] learning,algorithms [101] algorithms,know [79] science,machine [74] kdnuggets,#machinelearning [70] 15,free [64] free,data Top Word Pairs in Tweet in G3:
[175] #ai,#iot [130] #datascience,#machinelearning [102] #bigdata,#machinelearning [98] data,science [94] #ai,#datascience [83] #iot,#bigdata [79] machine,learning [79] #machinelearning,#mi [78] #ai,#bigdata [78] instant,image Top Word Pairs in Tweet in G4:
[456] machine,learning [422] data,science [333] #datascience,#machinelearning [307] #bigdata,#ai [287] #analytics,#bigdata [241] #python,#machinelearning [232] 2021,kdnuggets [230] #ai,#datascience [226] deepmind's,muzero [221] #python,#ai Top Word Pairs in Tweet in G5:
[500] data,science [270] machine,learning [151] science,machine [150] 2021,kdnuggets [141] 15,free [137] free,data [129] statistics,ebooks [128] ebooks,2021 [128] kdnuggets,#machinelearning [126] learning,statistics Top Word Pairs in Tweet in G6:
[22] machine,learning [19] data,science [14] 2021,kdnuggets [11] know,2021 [10] learning,algorithms [10] algorithms,know [9] top,10 [7] science,machine [7] code,editors [7] 10,computer Top Word Pairs in Tweet in G7:
[2] wsj,carlquintanilla [2] carlquintanilla,raydalio [2] raydalio,lloydblankfein [2] lloydblankfein,cliffordasness [2] cliffordasness,davidfaber [2] davidfaber,jimcramer [2] jimcramer,cryptohustle [2] cryptohustle,paulvigna Top Word Pairs in Tweet in G8:
[10] geoffreyhinton,ylecun [10] ylecun,andrewyng [10] andrewyng,jeffdean [10] jeffdean,goodfellow_ian [10] goodfellow_ian,peteskomoroch [10] peteskomoroch,teachthemachine [9] ml,people [9] people,follow [9] follow,geoffreyhinton [8] kooshiar,ml Top Word Pairs in Tweet in G9:
[14] machine,learning [10] data,science [8] artificial,intelligence [8] intelligence,modern [8] modern,learning [8] learning,system [8] system,learning [4] deep,learning [3] facebook,open [3] open,sources Top Word Pairs in Tweet in G10:
[13] sites,trouver [13] trouver,jeux [13] kaggle,google [13] google,datasets [13] datasets,government [13] government,election [13] election,data [13] data,census [12] ctricot,sites [7] jeux,données 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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Top Tweeters in G10: