The graph represents a network of 1,389 Twitter users whose recent tweets contained "iiot 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 2/9/2023 5:00:35 PM. The network was obtained from Twitter on Friday, 10 February 2023 at 12:24 UTC.
The tweets in the network were tweeted over the 1474-day, 5-hour, 23-minute period from Sunday, 27 January 2019 at 19:36 UTC to Friday, 10 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 : 1389
Unique Edges : 747
Edges With Duplicates : 11424
Total Edges : 12171
Number of Edge Types : 9
Retweet : 4235
MentionsInRetweet : 5749
Tweet : 817
MentionsInQuote : 753
Mentions : 223
MentionsInReplyTo : 286
Quote : 42
Replies to : 65
MentionsInQuoteReply : 1
Self-Loops : 2814
Reciprocated Vertex Pair Ratio : 0.0136601044596223
Reciprocated Edge Ratio : 0.0269520412207689
Connected Components : 28
Single-Vertex Connected Components : 23
Maximum Vertices in a Connected Component : 1350
Maximum Edges in a Connected Component : 12080
Maximum Geodesic Distance (Diameter) : 8
Average Geodesic Distance : 3.182865
Graph Density : 0.00130865611442727
Modularity : 0.158766
NodeXL Version : 1.0.1.510
Data Import : The graph represents a network of 1,389 Twitter users whose recent tweets contained "iiot 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 2/9/2023 5:00:35 PM. The network was obtained from Twitter on Friday, 10 February 2023 at 12:24 UTC.
The tweets in the network were tweeted over the 1474-day, 5-hour, 23-minute period from Sunday, 27 January 2019 at 19:36 UTC to Friday, 10 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 : iiot 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:
[2550] #bigdata,#analytics [1921] #iot,#iiot [1687] #python,#rstats [1580] #ai,#machinelearning [1494] #datascience,#ai [1462] #iiot,#python [1459] #analytics,#datascience [1360] #machinelearning,#iot [1224] #machinelearning,#datascience [1206] #analytics,#ai Top Word Pairs in Tweet in G1:
[150] #bigdata,#datascience [113] #datascience,#ai [106] #iot,#iiot [79] #iotpl,#iotcl [73] #iiot,#iotpl [60] #bigdata,#analytics [54] favorite,books [54] #ai,#bots [54] see,favorite [54] books,things Top Word Pairs in Tweet in G2:
[838] #bigdata,#analytics [690] #iot,#iiot [565] #analytics,#ai [535] #python,#rstats [532] #machinelearning,#datascience [497] #ai,#machinelearning [401] #iiot,#python [391] #datascience,#ai [375] #iiot,#iotpl [371] #ai,#ml Top Word Pairs in Tweet in G3:
[710] #bigdata,#analytics [683] #analytics,#datascience [675] #iot,#iiot [623] #datascience,#ai [612] #ai,#machinelearning [579] #machinelearning,#iot [538] #python,#rstats [408] #iiot,#python [269] #rstats,#tensorflow [216] #iiot,#pytorch Top Word Pairs in Tweet in G4:
[265] #bigdata,#analytics [228] #iiot,#python [227] #ai,#iiot [222] #cybersecurity,#bigdata [218] #analytics,#ai [214] #machinelearning,#datascience [206] #python,#rstats [197] #sql,#cybersecurity [194] #datascience,#sql [76] cheat,sheet Top Word Pairs in Tweet in G5:
[434] #bigdata,#analytics [357] #machinelearning,#datascience [292] #analytics,#ai [282] #iiot,#python [276] #ai,#iiot [255] #iot,#iiot [253] #ai,#machinelearning [251] #datascience,#sql [233] #machinelearning,#iot [217] #python,#rstats Top Word Pairs in Tweet in G6:
[66] #mwc23,#innovation [66] #smartcities,#iiot [66] #5g,#mwc2023 [66] #mwc2023,#mwc23 [66] #tech,#5g [66] #iiot,#tech [65] trends,#iot [65] #iot,techmenttech [65] techmenttech,#smartcities [65] key,trends Top Word Pairs in Tweet in G7:
[85] #bigdata,#analytics [70] #iot,#iiot [69] #analytics,#datascience [66] #datascience,#ai [65] #programming,#coding [61] #coding,#100daysofcode [57] #python,#rstats [54] #datascientist,#programming [52] #ai,#machinelearning [52] #machinelearning,#iot Top Word Pairs in Tweet in G8:
[63] #bigdata,#analytics [44] #ai,#machinelearning [43] #datascience,#ai [43] #analytics,#datascience [43] #machinelearning,#iot [43] #iot,#iiot [40] #iiot,#pytorch [40] #pytorch,#python [39] #aai,#bigdata [38] #python,#rstats Top Word Pairs in Tweet in G9:
[39] #bigdata,#analytics [28] #ai,#iiot [28] #analytics,#ai [27] #cybersecurity,#bigdata [27] #machinelearning,#datascience [26] #datascience,#cybersecurity [25] cheat,sheet [19] sheet,#machinelearning [18] #iiot,#iot [18] #iot,#5g Top Word Pairs in Tweet in G10:
[21] #machinelearning,#datascience [14] #giveaway,#bitcoin [14] #blockchain,#ethereum [14] #nfts,#eth [14] #bitcoin,#btc [14] #nft,#giveaway [14] #artificialintelligence,#machinelearning [14] #btc,#nfts [13] #snx,#ocean [13] #python,#rstats Top Replied-To in Entire Graph:
Top Replied-To in G1:
Top Replied-To in G2:
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: