The graph represents a network of 6,120 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, 14 November 2020 at 01:03 UTC.
The requested start date was Friday, 13 November 2020 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 1-day, 23-hour, 55-minute period from Wednesday, 11 November 2020 at 01:05 UTC to Friday, 13 November 2020 at 01:00 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 : 6120
Unique Edges : 2425
Edges With Duplicates : 13562
Total Edges : 15987
Number of Edge Types : 5
Retweet : 6397
MentionsInRetweet : 7184
Tweet : 1235
Mentions : 1012
Replies to : 159
Self-Loops : 1279
Reciprocated Vertex Pair Ratio : 0.00805152979066022
Reciprocated Edge Ratio : 0.0159744408945687
Connected Components : 364
Single-Vertex Connected Components : 141
Maximum Vertices in a Connected Component : 5309
Maximum Edges in a Connected Component : 15075
Maximum Geodesic Distance (Diameter) : 12
Average Geodesic Distance : 3.593975
Graph Density : 0.000200596662917496
Modularity : 0.422339
NodeXL Version : 1.0.1.441
Data Import : The graph represents a network of 6,120 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, 14 November 2020 at 01:03 UTC.
The requested start date was Friday, 13 November 2020 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 1-day, 23-hour, 55-minute period from Wednesday, 11 November 2020 at 01:05 UTC to Friday, 13 November 2020 at 01:00 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:
[6257] machine,learning [2026] deep,learning [1978] big,data [1953] learning,deep [1943] learning,ai [1932] data,analytics [1927] analytics,machine [1914] ai,ux [1914] ux,ui [1912] เด,กย Top Word Pairs in Tweet in G1:
[1894] เด,กย [1894] กย,คใหม [1894] คใหม,สม [1894] สม,ยน [1894] ยน,เค [1894] เค,าเร [1894] าเร,ยน [1894] ยน,โค [1894] โค,ดด [1894] ดด,ง Top Word Pairs in Tweet in G2:
[1558] machine,learning [118] artificial,intelligence [90] data,science [69] #ai,#ml [68] learning,models [60] intelligence,machine [54] #ml,#dl [53] using,machine [45] ai,machine [39] science,machine Top Word Pairs in Tweet in G3:
[1884] วข,น [1884] เท,า [1642] น,เท [1064] เร,วข [820] ท,ใช [820] ใช,ช [820] ช,ป [820] ป,apple [820] apple,m1 [820] ซ,พ Top Word Pairs in Tweet in G4:
[1127] machine,learning [275] data,science [118] #bigdata,#analytics [117] #analytics,#datascience [115] #featured,#courses [115] #data,#science [106] #datascience,#ai [97] #iot,#iiot [96] bylilyv,#featured [86] #ai,#iot Top Word Pairs in Tweet in G5:
[241] machine,learning [240] forensic,scientist [240] scientist,archaeologist [240] archaeologist,over [240] over,past [240] past,several [240] several,months [240] months,used [240] used,machine [240] learning,technology Top Word Pairs in Tweet in G6:
[209] machine,learning [34] old,laptop [29] phd,positions [29] positions,advanced [29] advanced,machine [29] learning,cambridge [29] cambridge,application [29] application,deadline [29] deadline,noon [29] noon,december Top Word Pairs in Tweet in G7:
[136] machine,learning [9] example,shapley [9] shapley,value [9] value,machine [9] learning,interpretability [8] artificial,intelligence [7] learning,models [7] using,machine [5] learning,machine [5] learning,artificial Top Word Pairs in Tweet in G8:
[162] machine,learning [149] artificial,intelligence [64] learning,artificial [57] intelligence,machine [38] intelligence,revolutionize [38] revolutionize,world [38] world,art [36] art,creativity [17] learning,helping [15] insurance,companies Top Word Pairs in Tweet in G9:
[12] machine,learning [9] impact,mental [9] mental,health [6] reddit,helping [6] helping,track [6] health,#mentalhealth [5] fklivestolearn,digitalfawad [4] cybelangel,fklivestolearn [4] digitalfawad,gvalan [3] #machinelearning,#datascience Top Word Pairs in Tweet in G10:
[33] machine,learning [12] adafruit,braincraft [12] braincraft,camera [12] camera,uses [12] uses,machine [12] learning,audibly [12] audibly,announce [12] announce,sees [11] hacksterio,adafruit [5] #adafruit,braincraft Top Replied-To in Entire Graph:
Top Replied-To in G2:
Top Replied-To in G4:
Top Replied-To in G5:
Top Replied-To in G6:
Top Replied-To in G8:
Top Mentioned in Entire Graph:
Top Mentioned in G1:
Top Mentioned in G2:
Top Mentioned in G3:
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Top Mentioned in G5:
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Top Mentioned in G7:
Top Mentioned in G8:
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Top Mentioned in G10:
Top Tweeters in Entire Graph:
Top Tweeters in G1:
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Top Tweeters in G3:
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Top Tweeters in G9:
Top Tweeters in G10: