The graph represents a network of 8,584 Twitter users whose recent tweets contained "#MachineLearning", or who were replied to or mentioned in those tweets, taken from a data set limited to a maximum of 18,000 tweets. The network was obtained from Twitter on Wednesday, 29 May 2019 at 03:30 UTC.
The tweets in the network were tweeted over the 1-day, 19-hour, 18-minute period from Monday, 27 May 2019 at 06:53 UTC to Wednesday, 29 May 2019 at 02:12 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 : 8584
Unique Edges : 24482
Edges With Duplicates : 16704
Total Edges : 41186
Number of Edge Types : 4
Retweet : 11972
Tweet : 4328
Mentions : 24715
Replies to : 171
Self-Loops : 4600
Reciprocated Vertex Pair Ratio : 0.0168745970952941
Reciprocated Edge Ratio : 0.0331891408114558
Connected Components : 1031
Single-Vertex Connected Components : 594
Maximum Vertices in a Connected Component : 6641
Maximum Edges in a Connected Component : 38790
Maximum Geodesic Distance (Diameter) : 10
Average Geodesic Distance : 3.577763
Graph Density : 0.000363969653704374
Modularity : 0.40158
NodeXL Version : 1.0.1.412
Top Domains
Top Word Pairs in Tweet in Entire Graph:
[3420] #ai,#machinelearning [2443] gt,gt [2428] #machinelearning,#deeplearning [1839] machine,learning [1663] #datascience,#machinelearning [1605] #machinelearning,#ai [1495] #artificialintelligence,#machinelearning [1457] #bigdata,#datascience [1221] #iot,#iiot [1207] #machinelearning,#bigdata Top Word Pairs in Tweet in G1:
[1804] #ai,#machinelearning [1174] #datascience,#machinelearning [1054] gt,gt [1019] #machinelearning,#deeplearning [974] #machinelearning,#ai [920] #bigdata,#analytics [914] machine,learning [884] #machinelearning,#bigdata [884] #iot,#iiot [838] #bigdata,#datascience Top Word Pairs in Tweet in G2:
[626] #machinelearning,#deeplearning [584] #ai,#machinelearning [407] gt,gt [317] #bigdata,#machinelearning [288] #bigdata,#datascience [244] #artificialintelligence,#machinelearning [206] #datascience,#machinelearning [198] #machinelearning,#ml [189] #machinelearning,#artificialintelligence [183] #deeplearning,#dl Top Word Pairs in Tweet in G3:
[311] #ai,#machinelearning [196] machine,learning [138] gt,gt [126] #machinelearning,#deeplearning [92] #datascience,#machinelearning [87] #machinelearning,#ai [82] #artificialintelligence,#machinelearning [81] #ia,#robotique [81] #robotique,#machinelearning [77] artificial,intelligence Top Word Pairs in Tweet in G4:
[127] machine,learning [111] #ai,#machinelearning [102] #artificialintelligence,#machinelearning [72] artificial,intelligence [68] #machinelearning,#ml [55] read,more [52] #deeplearning,#ai [50] #datascience,#deeplearning [49] more,here [48] #iot,#bigdata Top Word Pairs in Tweet in G5:
[767] gt,gt [228] #machinelearning,#deeplearning [195] #tech,#machinelearning [177] #technology,#ai [170] #iot,#smartcities [170] #artificialintelligence,#tech [169] uber,built [169] built,fake [169] fake,city [169] city,test Top Word Pairs in Tweet in G6:
[153] #deeplearning,#ai [132] #bigdata,#datascience [113] #machinelearning,#deeplearning [105] r,cheat [87] #statistics,#machinelearning [86] #abdsc,#bigdata [86] #rstats,#coding [85] download,fabulous [85] fabulous,r [85] cheat,sheets Top Word Pairs in Tweet in G7:
[180] machine,learning [90] #artificialintelligence,#ai [89] #ai,#ml [81] artificial,intelligence [75] #machinelearning,#artificialintelligence [74] #machinelearning,#ai [69] #machinelearning,#ml [64] #marketing,#digitalmarketing [63] #ai,#machinelearning [59] #artificialintelligence,#machinelearning Top Word Pairs in Tweet in G8:
[32] #ai,#machinelearning [22] ai,fairness [22] fairness,360 [22] 360,open [22] open,source [22] source,toolkit [22] toolkit,help [22] help,examine [22] examine,report [22] report,mitigate Top Word Pairs in Tweet in G9:
[156] #iot,#iiot [131] #docker,#kubernetes [120] #aiops,#devops [119] #cio,#ai [118] #serverless,#datacenter [113] #machinelearning,#deeplearning [111] #ai,#iot [99] #kubernetes,#machinelearning [80] #fintech,#blockchain [78] #cloud,#cio Top Word Pairs in Tweet in G10:
[38] more,partnership [38] partnership,sap [38] sap,#sapphirenow [38] #ml,#machinelearning [38] #machinelearning,#ai [24] join,chief [24] chief,data [24] data,officers [24] officers,panel [24] panel,discussion 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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