The graph represents a network of 1,692 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 3/14/2023 5:00:36 PM. The network was obtained from Twitter on Wednesday, 15 March 2023 at 12:17 UTC.
The tweets in the network were tweeted over the 2072-day, 12-hour, 58-minute period from Tuesday, 11 July 2017 at 11:00 UTC to Tuesday, 14 March 2023 at 23:59 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 : 1692
Unique Edges : 1394
Edges With Duplicates : 10111
Total Edges : 11505
Number of Edge Types : 8
Retweet : 3601
MentionsInRetweet : 5019
Tweet : 1462
Mentions : 605
MentionsInReplyTo : 362
Replies to : 55
MentionsInQuote : 359
Quote : 42
Self-Loops : 2622
Reciprocated Vertex Pair Ratio : 0.0256032960565038
Reciprocated Edge Ratio : 0.0499282639885222
Connected Components : 97
Single-Vertex Connected Components : 62
Maximum Vertices in a Connected Component : 1418
Maximum Edges in a Connected Component : 10884
Maximum Geodesic Distance (Diameter) : 9
Average Geodesic Distance : 3.589215
Graph Density : 0.0012180323308071
Modularity : 0.22913
NodeXL Version : 1.0.1.510
Data Import : The graph represents a network of 1,692 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 3/14/2023 5:00:36 PM. The network was obtained from Twitter on Wednesday, 15 March 2023 at 12:17 UTC.
The tweets in the network were tweeted over the 2072-day, 12-hour, 58-minute period from Tuesday, 11 July 2017 at 11:00 UTC to Tuesday, 14 March 2023 at 23:59 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:
[1549] #bigdata,#analytics [1363] #machinelearning,#datascience [1250] #python,#rstats [1036] #analytics,#ai [1026] #ai,#machinelearning [1020] #iiot,#python [899] #machinelearning,#iot [885] #cybersecurity,#bigdata [829] #iot,#iiot [818] #ai,#iiot Top Word Pairs in Tweet in G1:
[199] #tech,#innovation [174] #innovation,#technology [124] #tech4good,#womenintech [124] #ransomware,#tech4good [116] #ai,#machinelearning [106] #machinelearning,#iot [98] #technology,#nlp [81] #coding,#100daysofcode [80] ht,pascal_bornet [79] #generativeai,beginning Top Word Pairs in Tweet in G2:
[252] #iot,#iiot [174] #iiot,#iotpl [173] #bigdata,#analytics [166] #ai,#machinelearning [157] #ai,#ml [136] #iotpl,#iotcl [133] #programming,#coding [118] #python,#rstats [117] #ml,#machinelearning [114] #analytics,#ai Top Word Pairs in Tweet in G3:
[760] #machinelearning,#datascience [541] #bigdata,#analytics [506] #analytics,#ai [487] #python,#rstats [455] #iiot,#python [415] #ai,#iiot [409] #cybersecurity,#bigdata [301] #bigdata,#ai [294] #ai,#iot [276] #datascientist,#linux Top Word Pairs in Tweet in G4:
[302] #bigdata,#analytics [301] #analytics,#datascience [293] #datascience,#ai [280] #iot,#iiot [255] #ai,#machinelearning [248] #machinelearning,#iot [205] #python,#rstats [140] #iiot,#python [135] #iiot,#pytorch [135] #pytorch,#python Top Word Pairs in Tweet in G5:
[206] #bigdata,#analytics [189] #python,#rstats [181] #iiot,#python [172] #cybersecurity,#bigdata [171] #ai,#iiot [171] #analytics,#ai [136] #machinelearning,#datascience [108] #sql,#cybersecurity [92] #rstats,#tensorflow [86] #datascience,#sql Top Word Pairs in Tweet in G6:
[225] #machinelearning,#datascience [185] #analytics,#ai [181] #bigdata,#analytics [163] #ai,#iiot [145] #cybersecurity,#bigdata [142] #python,#rstats [139] #iiot,#python [128] #datascience,#sql [125] #sql,#cybersecurity [98] #ai,#machinelearning Top Word Pairs in Tweet in G7:
[95] utilitynet,runs [95] kinetic,energy [95] runs,acceleration [95] releases,super [95] #ai,#datascience [95] computing,power [95] power,releases [95] energy,utilitynet [95] acceleration,#ai [95] #datascience,#iot Top Word Pairs in Tweet in G8:
[86] #machinelearning,#datascience [83] #bigdata,#ai [81] #iot,#deeplearning [79] #ai,#iot [73] #artificialintelligence,#nlp [68] #100daysofcode,#python [66] #deeplearning,#artificialintelligence [61] #datascience,#5g [61] #5g,#100daysofcode [54] #industry40,#tech Top Word Pairs in Tweet in G9:
[64] #iot,#bigdata [60] #ai,#iot [53] #datascience,#machinelearning [53] #machinelearning,#deeplearning [52] #nlp,#robots [52] #robots,#ai [52] #insurance,#nlp [52] #deeplearning,#insurance [21] #ai,#machinelearning [17] roadmap,info Top Word Pairs in Tweet in G10:
[53] roadmap,#machinelearning [53] #coding,#datascientist [53] #python,#coding [53] #deeplearning,#technology [53] #swisscognitive,#deeplearning [53] #datascientist,#ainews [53] #datascience,roadmap [53] #machinelearning,#python [53] #ainews,#swisscognitive [52] #technology,# 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 G6:
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: