The graph represents a network of 1,739 Twitter users whose recent tweets contained "iot machinelearning", or who were replied to, mentioned, retweeted or quoted in those tweets, taken from a data set limited to a maximum of 5,000 tweets, tweeted between 3/26/2006 12:00:00 AM and 3/7/2023 5:00:33 PM. The network was obtained from Twitter on Wednesday, 08 March 2023 at 13:18 UTC.
The tweets in the network were tweeted over the 2065-day, 14-hour, 0-minute period from Tuesday, 11 July 2017 at 11:00 UTC to Wednesday, 08 March 2023 at 01:00 UTC.
There is an edge for each "replies-to" relationship in a tweet, an edge for each "mentions" relationship in a tweet, an edge for each "retweet" relationship in a tweet, an edge for each "quote" relationship in a tweet, an edge for each "mention in retweet" relationship in a tweet, an edge for each "mention in reply-to" relationship in a tweet, an edge for each "mention in quote" relationship in a tweet, an edge for each "mention in quote reply-to" relationship in a tweet, and a self-loop edge for each tweet that is not from above.
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 : 1739
Unique Edges : 1219
Edges With Duplicates : 10495
Total Edges : 11714
Number of Edge Types : 8
Retweet : 3995
MentionsInRetweet : 5314
Tweet : 1041
Mentions : 793
Quote : 28
MentionsInReplyTo : 102
MentionsInQuote : 421
Replies to : 20
Self-Loops : 2337
Reciprocated Vertex Pair Ratio : 0.0234756097560976
Reciprocated Edge Ratio : 0.0458742925230861
Connected Components : 100
Single-Vertex Connected Components : 70
Maximum Vertices in a Connected Component : 1568
Maximum Edges in a Connected Component : 11393
Maximum Geodesic Distance (Diameter) : 11
Average Geodesic Distance : 3.605581
Graph Density : 0.00111071333802279
Modularity : 0.212077
NodeXL Version : 1.0.1.510
Data Import : The graph represents a network of 1,739 Twitter users whose recent tweets contained "iot machinelearning", or who were replied to, mentioned, retweeted or quoted in those tweets, taken from a data set limited to a maximum of 5,000 tweets, tweeted between 3/26/2006 12:00:00 AM and 3/7/2023 5:00:33 PM. The network was obtained from Twitter on Wednesday, 08 March 2023 at 13:18 UTC.
The tweets in the network were tweeted over the 2065-day, 14-hour, 0-minute period from Tuesday, 11 July 2017 at 11:00 UTC to Wednesday, 08 March 2023 at 01:00 UTC.
There is an edge for each "replies-to" relationship in a tweet, an edge for each "mentions" relationship in a tweet, an edge for each "retweet" relationship in a tweet, an edge for each "quote" relationship in a tweet, an edge for each "mention in retweet" relationship in a tweet, an edge for each "mention in reply-to" relationship in a tweet, an edge for each "mention in quote" relationship in a tweet, an edge for each "mention in quote reply-to" relationship in a tweet, and a self-loop edge for each tweet that is not from above.
Layout Algorithm : The graph was laid out using the Harel-Koren Fast Multiscale layout algorithm.
Graph Source : TwitterSearch2
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:
[1747] #bigdata,#analytics [1595] #ai,#machinelearning [1184] #machinelearning,#iot [1183] #analytics,#datascience [1180] #datascience,#ai [1103] #iot,#iiot [1048] #python,#rstats [804] #machinelearning,#datascience [790] #iiot,#python [631] #analytics,#ai Top Word Pairs in Tweet in G1:
[517] #bigdata,#analytics [487] #analytics,#datascience [478] #datascience,#ai [447] #ai,#machinelearning [380] #iot,#iiot [377] #python,#rstats [346] #machinelearning,#iot [243] #iiot,#python [218] cheat,sheet [207] #iiot,#pytorch Top Word Pairs in Tweet in G2:
[770] #bigdata,#analytics [539] #machinelearning,#datascience [486] #ai,#machinelearning [452] #machinelearning,#iot [419] #python,#rstats [418] #analytics,#datascience [405] #datascience,#ai [404] #iiot,#python [388] #analytics,#ai [357] #cybersecurity,#bigdata Top Word Pairs in Tweet in G3:
[291] #ai,#machinelearning [146] #machinelearning,#iot [132] #coding,#100daysofcode [124] #iot,#python [122] #robotics,#iot [114] #python,#coding [86] #iot,#ml [81] #100daysofcode,mikequindazzi [69] #machinelearning,#robotics [68] #tech,#innovation Top Word Pairs in Tweet in G4:
[43] language,processing [43] exploring,#ai [43] revolutionizing,way [43] natural,language [43] processing,ai [43] technology,landscape [43] landscape,#machinelearning [43] #machinelearning,natural [43] #ai,technology [43] ai,revolutionizing Top Word Pairs in Tweet in G5:
[240] #iot,#iiot [186] #iiot,#iotpl [163] #ai,#ml [155] #ai,#machinelearning [142] #bigdata,#analytics [119] #datascience,#analytics [116] #programming,#coding [108] #machinelearning,#ml [105] #analytics,#ai [104] #ml,#machinelearning Top Word Pairs in Tweet in G6:
[69] #ai,#datascience [69] read,more [67] #machinelearning,#bigdata [64] #deeplearning,#nlp [64] #nlp,#robots [64] #100daysofcode,#python [64] more,#artificialintelligence [64] #robots,#iot [64] #bigdata,#deeplearning [64] #artificialintelligence,#ai Top Word Pairs in Tweet in G7:
[67] catherineadenle,infographic [45] #datascience,#ai [43] #analytics,#datascience [41] data,science [35] #bigdata,#analytics [28] #data,#datascientists [28] #datascientists,#analytics [27] #analytics,#pytorch [27] #pytorch,#pandas [23] careers,tech Top Word Pairs in Tweet in G8:
[40] #ai,#iot [37] #bigdata,#ai [37] #python,#cybersecurity [37] #iot,#deeplearning [35] #machinelearning,#datascience [34] assignment,help [34] quality,assignment [30] #cybersecurity,#bigdata [27] #essays,#research [27] #onlineclass,#calculus Top Word Pairs in Tweet in G9:
[56] #machinelearning,#datascience [55] #python,#ai [55] #100daysofcode,#iot [55] #datascience,#python [52] #ai,#100daysofcode [49] #tech,#innovation [41] #machinelearning,#iot [39] #ai,#machinelearning [38] #iot,#flutter [35] accounts,#machinelearning Top Word Pairs in Tweet in G10:
[160] #ai,#iot [88] #machinelearning,#ai [72] #datascience,#machinelearning [69] #machinelearning,#deeplearning [68] #nlp,#robots [68] #iot,#bigdata [68] #deeplearning,#insurance [68] #insurance,#nlp [68] #robots,#ai [61] #bigdata,#machinelearning Top Replied-To in Entire Graph:
Top Replied-To in G2:
Top Replied-To in G3:
Top Replied-To in G5:
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 Mentioned in G10:
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:
Top Tweeters in G6:
Top Tweeters in G7:
Top Tweeters in G8:
Top Tweeters in G9:
Top Tweeters in G10: