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 2/16/2023 5:00:35 PM. The network was obtained from Twitter on Friday, 17 February 2023 at 12:23 UTC.
The tweets in the network were tweeted over the 1806-day, 0-hour, 29-minute period from Friday, 09 March 2018 at 00:30 UTC to Friday, 17 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 : 962
Edges With Duplicates : 11289
Total Edges : 12251
Number of Edge Types : 8
Retweet : 4115
MentionsInRetweet : 5881
Replies to : 34
MentionsInReplyTo : 310
MentionsInQuote : 611
Tweet : 945
Mentions : 313
Quote : 42
Self-Loops : 2550
Reciprocated Vertex Pair Ratio : 0.0126805213103205
Reciprocated Edge Ratio : 0.0250434782608696
Connected Components : 29
Single-Vertex Connected Components : 23
Maximum Vertices in a Connected Component : 1356
Maximum Edges in a Connected Component : 12174
Maximum Geodesic Distance (Diameter) : 6
Average Geodesic Distance : 3.279738
Graph Density : 0.00149123516804535
Modularity : 0.164217
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 2/16/2023 5:00:35 PM. The network was obtained from Twitter on Friday, 17 February 2023 at 12:23 UTC.
The tweets in the network were tweeted over the 1806-day, 0-hour, 29-minute period from Friday, 09 March 2018 at 00:30 UTC to Friday, 17 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:
[2299] #bigdata,#analytics [1925] #iot,#iiot [1636] #python,#rstats [1507] #ai,#machinelearning [1471] #iiot,#python [1360] #datascience,#ai [1332] #analytics,#datascience [1301] #machinelearning,#iot [1155] #analytics,#ai [1017] #machinelearning,#datascience Top Word Pairs in Tweet in G1:
[816] #bigdata,#analytics [695] #iot,#iiot [630] #python,#rstats [585] #analytics,#ai [495] #ai,#machinelearning [490] #iiot,#python [483] #machinelearning,#datascience [398] #datascience,#ai [358] #machinelearning,#iot [358] #ai,#iiot Top Word Pairs in Tweet in G2:
[135] #iot,#iiot [94] #iotpl,#iotcl [92] #ai,#edge [88] #bigdata,#analytics [74] #datascience,#ai [68] #iiot,#iotcommunity [67] #iotcommunity,#ai [67] #edge,#edgeai [67] #iotcl,#iiot [62] #ai,#machinelearning Top Word Pairs in Tweet in G3:
[515] #bigdata,#analytics [501] #iot,#iiot [477] #analytics,#datascience [465] #datascience,#ai [458] #ai,#machinelearning [449] #machinelearning,#iot [343] #python,#rstats [301] #iiot,#python [146] #rstats,#tensorflow [123] #iiot,#pytorch Top Word Pairs in Tweet in G4:
[161] #ai,#machinelearning [150] #iot,#iiot [149] #machinelearning,#iot [97] internet,things [78] #bigdata,#analytics [77] #tech,#5g [77] #smartcities,#iiot [77] #iiot,#tech [69] explained,nanowerk [59] #analytics,#datascience Top Word Pairs in Tweet in G5:
[111] #programming,#coding [106] courses,#datascientist [106] #datascientist,#programming [104] #coding,#100daysofcode [98] tut_ml,learn [78] #100daysofcode,#sql [68] #bigdata,#analytics [62] machine,learning [57] #iiot,#python [56] #iot,#iiot Top Word Pairs in Tweet in G6:
[188] #bigdata,#analytics [186] #iiot,#python [183] #analytics,#ai [173] #python,#rstats [172] #ai,#iiot [163] #cybersecurity,#bigdata [152] #sql,#cybersecurity [141] #machinelearning,#datascience [126] #datascience,#sql [90] #rstats,#tensorflow Top Word Pairs in Tweet in G7:
[212] #bigdata,#analytics [170] #machinelearning,#datascience [127] #analytics,#ai [122] #datascience,#sql [120] #ai,#iiot [119] #iiot,#python [101] #iot,#iiot [99] #python,#rstats [91] #analytics,#datascience [91] #ai,#machinelearning Top Word Pairs in Tweet in G8:
[72] #python,#rstats [71] #bigdata,#analytics [68] #iot,#iiot [65] #datascience,#ai [62] #machinelearning,#iot [61] #analytics,#datascience [60] #ai,#machinelearning [58] #iiot,#pytorch [58] #pytorch,#python [52] #rstats,#sql Top Word Pairs in Tweet in G9:
[95] #bigdata,#analytics [78] #cybersecurity,#bigdata [78] #iiot,#python [78] #analytics,#ai [77] #ai,#iiot [77] #machinelearning,#datascience [73] #sql,#cybersecurity [72] #datascience,#sql [68] #python,#rstats [33] basic,commands Top Word Pairs in Tweet in G10:
[128] #bigdata,#analytics [107] #analytics,#datascience [105] #iot,#iiot [84] #datascience,#ai [64] #python,#rstats [61] #ai,#machinelearning [53] #iiot,#python [40] #machinelearning,#iot [36] #rstats,#tensorflow [32] #ai,#iot Top Replied-To in Entire Graph:
Top Replied-To in G1:
Top Replied-To in G2:
Top Replied-To in G4:
Top Replied-To in G7:
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: