The graph represents a network of 1,440 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 2/14/2023 5:00:35 PM. The network was obtained from Twitter on Wednesday, 15 February 2023 at 13:17 UTC.
The tweets in the network were tweeted over the 2044-day, 13-hour, 59-minute period from Tuesday, 11 July 2017 at 11:00 UTC to Wednesday, 15 February 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 : 1440
Unique Edges : 1400
Edges With Duplicates : 10940
Total Edges : 12340
Number of Edge Types : 8
Mentions : 744
Retweet : 4131
MentionsInRetweet : 5717
MentionsInReplyTo : 406
Tweet : 892
MentionsInQuote : 356
Replies to : 59
Quote : 35
Self-Loops : 1980
Reciprocated Vertex Pair Ratio : 0.0386427898209237
Reciprocated Edge Ratio : 0.0744101633393829
Connected Components : 60
Single-Vertex Connected Components : 44
Maximum Vertices in a Connected Component : 1351
Maximum Edges in a Connected Component : 12124
Maximum Geodesic Distance (Diameter) : 9
Average Geodesic Distance : 3.680399
Graph Density : 0.00159543664581886
Modularity : 0.188239
NodeXL Version : 1.0.1.510
Data Import : The graph represents a network of 1,440 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 2/14/2023 5:00:35 PM. The network was obtained from Twitter on Wednesday, 15 February 2023 at 13:17 UTC.
The tweets in the network were tweeted over the 2044-day, 13-hour, 59-minute period from Tuesday, 11 July 2017 at 11:00 UTC to Wednesday, 15 February 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:
[1009] #ai,#machinelearning [813] #machinelearning,#iot [783] #bigdata,#analytics [716] #iot,#iiot [709] #ai,#datascience [645] #python,#rstats [626] computing,power [572] #datascience,#iot [548] #datascience,#ai [510] #analytics,#datascience Top Word Pairs in Tweet in G1:
[585] #bigdata,#analytics [541] #iot,#iiot [512] #python,#rstats [504] #ai,#machinelearning [433] #machinelearning,#iot [426] #datascience,#ai [386] #analytics,#datascience [370] #iiot,#python [291] #analytics,#ai [237] #machinelearning,#datascience Top Word Pairs in Tweet in G2:
[324] #tech,#innovation [209] #chatgpt,#tech [179] #innovation,#technology [151] #web3,#metaverse [146] #ai,#web3 [141] #technology,#ai [107] #innovation,#nlp [86] #ai,#machinelearning [82] help,business [82] 15,signs Top Word Pairs in Tweet in G3:
[271] #100daysofcode,#5g [265] #artificialintelligence,#bigdata [264] #5g,#ai [251] #ai,#artificialintelligence [240] #bigdata,#chatgpt [169] datasciencedojo,#100daysofcode [153] #chatgpt,#coding [103] #coding,#data [53] 18,#datascience [53] #datascience,podcasts Top Word Pairs in Tweet in G4:
[620] computing,power [505] #datascience,#iot [505] #ai,#datascience [308] #iot,#python [213] #python,#javascript [213] #javascript,#cloud [197] demand,computing [116] performance,distributed [116] computing,network [116] network,check Top Word Pairs in Tweet in G5:
[256] #ai,#machinelearning [181] #machinelearning,#iot [113] #iot,#ml [95] #coding,#100daysofcode [93] #ai,#iot [90] #ml,#flutter [69] #machinelearning,#robotics [68] #python,#coding [62] #machinelearning,#ai [56] #iot,#iiot Top Word Pairs in Tweet in G6:
[42] #iot,#iiot [40] #bigdata,#analytics [39] #datascience,#ai [36] #ai,#machinelearning [34] #analytics,#datascience [31] #python,#rstats [31] #machinelearning,#iot [28] #iotpl,#iotcl [24] #ai,#edge [23] #iiot,#iotcommunity Top Word Pairs in Tweet in G7:
[66] tut_ml,learn [47] #coding,#100daysofcode [45] #programming,#coding [45] courses,#datascientist [45] #datascientist,#programming [38] machine,learning [36] learn,machine [34] learning,courses [32] courses,#machinelearning [32] #100daysofcode,#iot Top Word Pairs in Tweet in G8:
[29] #ai,#artificialintelligence [20] ingliguori,#ml [16] #artificialintelligence,#bigdata [16] #100daysofcode,#5g [15] #5g,#ai [15] #bigdata,#chatgpt [15] internet,things [13] #tech,#5g [13] #artificialintelligence,#iot [13] applications,#machinelearning Top Word Pairs in Tweet in G9:
[21] assignment,help [21] quality,assignment [21] help,dm [20] #onlineclass,#calculus [20] exams,#onlineclass [20] #essays,#research [20] #research,exams [20] #ai,#iot [20] #thesis,#law [20] dm,#essays Top Word Pairs in Tweet in G10:
[40] #analytics,#machinelearning [38] #machinelearning,#iot [36] #iot,#ml [32] #flutter,#tech [32] #ml,#flutter [32] #tech,#tensorflow [29] #tensorflow,#smartcities [29] #smartcities,#openai [28] #openai,#fintech [28] #fintech,#coding Top Replied-To in Entire Graph:
Top Replied-To in G1:
Top Replied-To in G2:
Top Replied-To in G3:
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:
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: