The graph represents a network of 6,288 Twitter users whose tweets in the requested range contained ""machine learning"", or who were replied to or mentioned in those tweets. The network was obtained from the NodeXL Graph Server on Saturday, 15 August 2020 at 00:09 UTC.
The requested start date was Friday, 14 August 2020 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 2-day, 3-hour, 15-minute period from Tuesday, 11 August 2020 at 15:24 UTC to Thursday, 13 August 2020 at 18:40 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 : 6288
Unique Edges : 4637
Edges With Duplicates : 11172
Total Edges : 15809
Number of Edge Types : 5
Mentions : 2103
Retweet : 4860
MentionsInRetweet : 6276
Tweet : 2265
Replies to : 305
Self-Loops : 2334
Reciprocated Vertex Pair Ratio : 0.0241140420996536
Reciprocated Edge Ratio : 0.0470924938207363
Connected Components : 1464
Single-Vertex Connected Components : 782
Maximum Vertices in a Connected Component : 3283
Maximum Edges in a Connected Component : 11842
Maximum Geodesic Distance (Diameter) : 14
Average Geodesic Distance : 4.906917
Graph Density : 0.000194446839089182
Modularity : 0.456413
NodeXL Version : 1.0.1.439
Data Import : The graph represents a network of 6,288 Twitter users whose tweets in the requested range contained "%22machine learning%22", or who were replied to or mentioned in those tweets. The network was obtained from the NodeXL Graph Server on Saturday, 15 August 2020 at 00:09 UTC.
The requested start date was Friday, 14 August 2020 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 2-day, 3-hour, 15-minute period from Tuesday, 11 August 2020 at 15:24 UTC to Thursday, 13 August 2020 at 18:40 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 : %22machine learning%22
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:
[5630] machine,learning [329] artificial,intelligence [321] #ai,#machinelearning [301] data,science [268] ai,machine [240] #bigdata,#analytics [234] deep,learning [213] #analytics,#datascience [204] #iot,#iiot [167] #datascience,#ai Top Word Pairs in Tweet in G1:
[1742] machine,learning [209] #ai,#machinelearning [196] #bigdata,#analytics [194] #analytics,#datascience [184] #iot,#iiot [147] #datascience,#ai [142] zero,mastery [137] complete,#python [137] #python,#developer [137] #developer,2020 Top Word Pairs in Tweet in G2:
[779] machine,learning [58] ai,machine [46] artificial,intelligence [31] learning,based [31] big,data [25] based,drug [25] drug,discovery [25] data,science [24] discovery,service [24] raises,123 Top Word Pairs in Tweet in G3:
[389] machine,learning [67] artificial,intelligence [66] #ml,#dl [66] #ai,#ml [55] intelligence,machine [53] #ai,#machinelearning [51] learning,increasingly [51] increasingly,take [51] take,more [51] more,decisions Top Word Pairs in Tweet in G4:
[531] machine,learning [28] #bigdata,#analytics [28] ai,machine [28] artificial,intelligence [23] #ml,#ai [22] #analyticship,#bi [22] #bi,#ml [22] #ai,#bigdata [22] #analytics,#hied [17] deep,learning Top Word Pairs in Tweet in G5:
[98] andrewyang,andrew [98] andrew,yang [98] yang,idea [98] idea,universal [98] universal,basic [98] basic,income [98] income,more [98] more,important [98] important,discuss [98] discuss,during Top Word Pairs in Tweet in G6:
[162] machine,learning [68] wondered,machine [68] learning,sets [68] sets,here's [68] here's,fresh [68] fresh,blog [68] blog,topic [68] topic,enjoy [67] arkosiorek,wondered [67] enjoy,htt Top Word Pairs in Tweet in G7:
[90] machine,learning [66] fastai2,course [66] course,released [66] released,aug [66] aug,21st [66] 21st,course [66] course,includes [66] includes,both [66] both,machine [66] learning,deep Top Word Pairs in Tweet in G8:
[36] ai,ml [33] machine,learning [30] time,ai [30] ml,strategy [30] strategy,shape [30] cioonline,computerworld [30] computerworld,csoonline [30] infoworld,networkworld [26] csoonline,infoworld [26] networkworld,dissect Top Word Pairs in Tweet in G9:
[68] really,discussing [68] discussing,state [68] state,religion [68] religion,sponsored [68] sponsored,death [68] death,penalty [68] penalty,21st [68] 21st,century [68] century,seriously [68] seriously,concurrently Top Word Pairs in Tweet in G10:
[50] machine,learning [14] drug,discovery [12] yes,doc [12] doc,opening [12] opening,lab [12] lab,posted [12] posted,focus [12] focus,immunology [12] immunology,machine [11] iskander,yes 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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