The graph represents a network of 1,681 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 2/7/2023 5:00:35 PM. The network was obtained from Twitter on Wednesday, 08 February 2023 at 13:18 UTC.
The tweets in the network were tweeted over the 2249-day, 3-hour, 14-minute period from Sunday, 11 December 2016 at 21:43 UTC to Wednesday, 08 February 2023 at 00:58 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 : 1681
Unique Edges : 1551
Edges With Duplicates : 11454
Total Edges : 13005
Number of Edge Types : 9
Retweet : 3955
MentionsInRetweet : 5818
Mentions : 704
MentionsInQuote : 633
MentionsInReplyTo : 731
Tweet : 1039
Replies to : 94
Quote : 30
MentionsInQuoteReply : 1
Self-Loops : 2526
Reciprocated Vertex Pair Ratio : 0.0321428571428571
Reciprocated Edge Ratio : 0.0622837370242214
Connected Components : 65
Single-Vertex Connected Components : 47
Maximum Vertices in a Connected Component : 1584
Maximum Edges in a Connected Component : 12727
Maximum Geodesic Distance (Diameter) : 11
Average Geodesic Distance : 3.454203
Graph Density : 0.00133034474944053
Modularity : 0.212904
NodeXL Version : 1.0.1.510
Data Import : The graph represents a network of 1,681 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 2/7/2023 5:00:35 PM. The network was obtained from Twitter on Wednesday, 08 February 2023 at 13:18 UTC.
The tweets in the network were tweeted over the 2249-day, 3-hour, 14-minute period from Sunday, 11 December 2016 at 21:43 UTC to Wednesday, 08 February 2023 at 00:58 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:
[1273] #bigdata,#analytics [1054] #iot,#iiot [1011] #ai,#machinelearning [1002] #python,#rstats [810] #datascience,#ai [795] #analytics,#datascience [781] #machinelearning,#iot [611] #machinelearning,#datascience [610] #iiot,#python [570] #analytics,#ai Top Word Pairs in Tweet in G1:
[581] #bigdata,#analytics [506] #iot,#iiot [501] #python,#rstats [461] #analytics,#ai [418] #ai,#machinelearning [417] #machinelearning,#datascience [298] #iiot,#python [290] #iiot,#iotpl [289] #machinelearning,#iot [267] #ai,#ml Top Word Pairs in Tweet in G2:
[150] #tech,#innovation [143] #ai,#machinelearning [116] #innovation,#technology [102] #bigdata,#analytics [99] #coding,#100daysofcode [91] #web3,#metaverse [88] #python,#rstats [86] #iot,#python [83] #technology,#web3 [83] #machinelearning,#robotics Top Word Pairs in Tweet in G3:
[130] #bigdata,#datascience [75] #datascience,#ai [59] things,covering [59] #ai,#bots [59] favorite,books [59] books,things [59] see,favorite [59] covering,#bigdata [58] #bots,#machinelearnin [58] kirkdborne,see Top Word Pairs in Tweet in G4:
[95] #100daysofcode,#iot [87] tut_ml,learn [79] #vr,#artificialintelligence [79] courses,#machinelearning [79] #machinelearning,#100daysofcode [78] #datascience,#machinelearning [68] datasciencedojo,#5g [68] #artificialintelligence,#datascience [67] #5g,#ai [64] #bigdata,#analytics Top Word Pairs in Tweet in G5:
[351] #bigdata,#analytics [337] #iot,#iiot [331] #analytics,#datascience [295] #ai,#machinelearning [285] #datascience,#ai [270] #machinelearning,#iot [260] #python,#rstats [193] #iiot,#python [132] #rstats,#tensorflow [125] #iiot,#pytorch Top Word Pairs in Tweet in G6:
[60] #bigdata,#analytics [54] #ai,#iot [53] #iot,#bigdata [53] #datascience,#machinelearning [49] #machinelearning,#bigdata [47] #machinelearning,#deeplearning [43] #nlp,#robots [42] #analytics,#datascience [42] #deeplearning,#insurance [42] #insurance,#nlp Top Word Pairs in Tweet in G7:
[38] #bigdata,#analytics [37] #machinelearning,#datascience [30] #python,#rstats [28] #analytics,#datascience [27] #100daysofcode,#iot [26] #iiot,#python [24] rcrwirelessnews,jeffkagan [24] chatbot,ai [24] chatgpt,chatbot [24] industry,rcrwirelessnews Top Word Pairs in Tweet in G8:
[24] #machinelearning,#datascience [21] #ai,#iot [16] #bigdata,#ai [15] #python,#cybersecurity [15] #cybersecurity,#bigdata [14] #essays,#research [14] #onlineclass,#calculus [14] dm,#essays [14] exams,#onlineclass [14] #thesis,#law Top Word Pairs in Tweet in G9:
[47] #analytics,#machinelearning [47] #iot,#ml [43] #ml,#flutter [39] #flutter,#tech [39] #tech,#tensorflow [38] #tensorflow,#smartcities [37] #smartcities,#robotic [35] #machinelearning,#ai [34] #ai,#iot [24] #fintech,#coding Top Word Pairs in Tweet in G10:
[29] #bigdata,#analytics [26] #aai,#bigdata [24] #saitama,#saitarealty [24] #saitapro,#saitarealtydao [24] #saitaswap,#saitamawolfpack [24] #saitarealtydao,#saitaswap [24] #saitarealty,#saitapro [24] #saitamawolfpack,#saitacity [23] #ssot,#aai [23] #saitacity,#ssot 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 G6:
Top Replied-To in G10:
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: