The graph represents a network of 1,804 Twitter users whose tweets in the requested range contained "iot machinelearning", or who were replied to or mentioned in those tweets. The network was obtained from the NodeXL Graph Server on Wednesday, 20 May 2020 at 12:18 UTC.
The requested start date was Wednesday, 20 May 2020 at 00:01 UTC and the maximum number of tweets (going backward in time) was 5,000.
The tweets in the network were tweeted over the 1-day, 8-hour, 7-minute period from Monday, 18 May 2020 at 15:53 UTC to Wednesday, 20 May 2020 at 00:01 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 : 1804
Unique Edges : 2155
Edges With Duplicates : 9953
Total Edges : 12108
Number of Edge Types : 5
Tweet : 515
Retweet : 4545
MentionsInRetweet : 6456
Mentions : 586
Replies to : 6
Self-Loops : 607
Reciprocated Vertex Pair Ratio : 0.00713557594291539
Reciprocated Edge Ratio : 0.01417004048583
Connected Components : 43
Single-Vertex Connected Components : 35
Maximum Vertices in a Connected Component : 1748
Maximum Edges in a Connected Component : 12037
Maximum Geodesic Distance (Diameter) : 8
Average Geodesic Distance : 3.451957
Graph Density : 0.00151877936870429
Modularity : 0.273736
NodeXL Version : 1.0.1.433
Data Import : The graph represents a network of 1,804 Twitter users whose tweets in the requested range contained "iot machinelearning", or who were replied to or mentioned in those tweets. The network was obtained from the NodeXL Graph Server on Wednesday, 20 May 2020 at 12:18 UTC.
The requested start date was Wednesday, 20 May 2020 at 00:01 UTC and the maximum number of tweets (going backward in time) was 5,000.
The tweets in the network were tweeted over the 1-day, 8-hour, 7-minute period from Monday, 18 May 2020 at 15:53 UTC to Wednesday, 20 May 2020 at 00:01 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 : iot machinelearning
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 G2:
[409] #ai,#machinelearning [378] #machinelearning,#iot [377] #iot,#ar [355] train,china [261] china,holographic [238] holographic,windows [173] windows,provide [169] provide,information [147] information,#ai [135] #ar,gigadgets_ Top Word Pairs in Tweet in G3:
[206] #bigdata,#analytics [147] #analytics,#datascience [101] #datascience,#ai [96] #iot,#iiot [96] #ai,#machinelearning [96] #machinelearning,#iot [96] #ai,#iot [96] #iiot,#python [96] #python,#rstats [96] #machinelearning,#bigdata Top Word Pairs in Tweet in G4:
[922] #bigdata,#analytics [796] #datascience,#ai [795] #analytics,#datascience [575] #iot,#iiot [539] #ai,#machinelearning [438] #machinelearning,#iot [426] #iiot,#python [336] #ai,#iot [334] #python,#rstats [223] #machinelearning,#bigdata Top Word Pairs in Tweet in G5:
[427] #theinsaneapp,#machinelearning [375] code,#theinsaneapp [371] background,matting [338] matting,world [263] world,green [256] green,screen [169] screen,code [145] theinsaneapp,background [129] #machinelearning,#artif [96] #artificialintelligence,#ml Top Word Pairs in Tweet in G6:
[73] #security,#memes [72] #memes,#math [66] #math,#science [66] #science,#engineering [66] #engineering,#cybersecurity [66] one,point [66] point,view [65] view,show [64] show,whole [50] whole,picture Top Word Pairs in Tweet in G7:
[113] #bigdata,#analytics [113] #analytics,#datascience [113] #datascience,#ai [113] #iot,#iiot [113] #ai,#machinelearning [94] #machinelearning,#iot [94] #iiot,#python [94] #machinelearning,#ai [94] trending,trends [94] trends,decade Top Word Pairs in Tweet in G8:
[79] #artificialintelligence,#ai [69] machine,learning [60] #datascience,#machinelearning [53] #ai,#machinelearning [44] #machinelearning,#iot [43] #machinelearning,#deeplearning [26] #ai,#datascience [22] #ai,#robotics [20] #deeplearning,#iot [20] #ai,#artificialintelligence Top Word Pairs in Tweet in G9:
[43] gt,gt [30] #iot,#machinelearning [26] 10,important [24] important,skills [24] skills,workforce [19] workforce,2020 [18] 2020,#infographic [17] #infographic,#cloud [16] #cloud,#makeyourownlane [16] #makeyourownlane,#iot Top Word Pairs in Tweet in G10:
[25] artificial,intelligence [15] #ai,#machinelearning [14] #iot,#machinelearning [14] #coding,#programming [14] #programming,#tech [14] machine,learning [14] #iot,#artificialintelligence [14] exein,core [14] #iot,#ai [14] china,target Top Replied-To in Entire Graph:
Top Replied-To in G3:
Top Replied-To in G4:
Top Replied-To in G9:
Top Mentioned in Entire Graph:
Top Mentioned in G1:
Top Mentioned in G2:
Top Mentioned in G3:
Top Mentioned in G4:
Top Mentioned in G5:
Top Mentioned in G6:
Top Mentioned in G7:
Top Mentioned in G8:
Top Mentioned in G9:
Top Tweeters in Entire Graph:
Top Tweeters in G1:
Top Tweeters in G2:
Top Tweeters in G3:
Top Tweeters in G4:
Top Tweeters in G5:
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Top Tweeters in G7:
Top Tweeters in G8:
Top Tweeters in G9:
Top Tweeters in G10: