The graph represents a network of 1,130 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, 22 September 2021 at 12:27 UTC.
The requested start date was Wednesday, 22 September 2021 at 00:01 UTC and the maximum number of tweets (going backward in time) was 7,500.
The tweets in the network were tweeted over the 4-day, 0-hour, 11-minute period from Friday, 17 September 2021 at 09:11 UTC to Tuesday, 21 September 2021 at 09:22 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 : 1130
Unique Edges : 1440
Edges With Duplicates : 15670
Total Edges : 17110
Number of Edge Types : 5
Retweet : 6741
MentionsInRetweet : 8362
Mentions : 782
Tweet : 1155
Replies to : 70
Self-Loops : 1244
Reciprocated Vertex Pair Ratio : 0.0172910662824208
Reciprocated Edge Ratio : 0.0339943342776204
Connected Components : 55
Single-Vertex Connected Components : 37
Maximum Vertices in a Connected Component : 1053
Maximum Edges in a Connected Component : 17011
Maximum Geodesic Distance (Diameter) : 7
Average Geodesic Distance : 3.329412
Graph Density : 0.00359704335420961
Modularity : 0.158398
NodeXL Version : 1.0.1.447
Data Import : The graph represents a network of 1,130 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, 22 September 2021 at 12:27 UTC.
The requested start date was Wednesday, 22 September 2021 at 00:01 UTC and the maximum number of tweets (going backward in time) was 7,500.
The tweets in the network were tweeted over the 4-day, 0-hour, 11-minute period from Friday, 17 September 2021 at 09:11 UTC to Tuesday, 21 September 2021 at 09:22 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 Entire Graph:
[2190] #bigdata,#analytics [2071] #iot,#iiot [1698] #ai,#datascience [1345] #datascience,#ai [1227] #ai,#machinelearning [1222] #analytics,#datascience [997] #analytics,#ai [962] #python,#bigdata [933] #datascience,#iot [881] #artificialintelligence,#ai Top Word Pairs in Tweet in G1:
[201] artificial,intelligence [182] #bigdata,#analytics [178] #iot,#iiot [164] #ai,#machinelearning [125] #analytics,#datascience [124] #ai,#iot [119] #datascience,#ai [115] #ai,#datascience [97] read,more [91] #machinelearning,#bigdata Top Word Pairs in Tweet in G2:
[1275] #ai,#datascience [1037] #bigdata,#analytics [995] #iot,#iiot [699] #artificialintelligence,#ai [619] artificial,intelligence [594] #python,#bigdata [585] #analytics,#ai [567] #datascience,#ai [534] #datascience,#iot [463] #cybersecurity,#ai Top Word Pairs in Tweet in G3:
[901] #bigdata,#analytics [810] #iot,#iiot [591] #analytics,#datascience [556] #datascience,#ai [517] #ai,#machinelearning [376] #machinelearning,#iot [306] #analytics,#ai [300] #datascience,#iot [290] #python,#bigdata [279] #ai,#datascience Top Word Pairs in Tweet in G4:
[132] #machinelearning,#5g [131] #5g,#datascience [126] #operationbreathefreshcleanair,#machinelearning [122] #datascience,#100daysofcode [110] #100daysofcode,#python [95] #python,#cybersecurity [91] #cybersecurity,#bigdata [82] #bigdata,#ai [65] #datascience,#ai [48] #github,#nodejs Top Word Pairs in Tweet in G5:
[66] #data,#datascientists [66] #datascientists,#analytics [65] #programming,#database [64] #database,#data [58] #analytics,#bigdata [55] #bigdata,#ai [53] #ai,#python [38] #python,#datascience [36] #tech,#iot [35] #datascience,#tech Top Word Pairs in Tweet in G6:
[5] #,# [3] #artificialintelligence,#ai [3] #programming,#tech [3] artificial,intelligence [3] 60g,golden [3] golden,teacher [3] teacher,#developer [3] #developer,#css [3] #css,#java [3] #java,#software Top Word Pairs in Tweet in G7:
[36] #iot,#iiot [34] #python,#rstats [29] #analytics,#machinelearning [29] #machinelearning,#ai [29] #ai,#python [28] #rstats,#reactjs [28] #reactjs,#iot [28] #iiot,#linux [26] #linux,#serverless [18] #serverless,#flutter Top Word Pairs in Tweet in G9:
[8] thanks,richardeudes [7] #iot,#machinelearning [6] #datascience,#businessanalytics [4] richardeudes,#analytics [4] #machinelearning,#artificialintelligence [4] #artificialintelligence,#datascience [4] richardeudes,#datascience [4] #datascience,#ds [3] decision,tree [3] tree,thanks Top Replied-To in Entire Graph:
Top Replied-To in G2:
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Top Replied-To in G10:
Top Mentioned in Entire Graph:
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Top Tweeters in Entire Graph:
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Top Tweeters in G10: