The graph represents a network of 1,601 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 3/16/2023 5:00:36 PM. The network was obtained from Twitter on Friday, 17 March 2023 at 11:23 UTC.
The tweets in the network were tweeted over the 1620-day, 20-hour, 30-minute period from Monday, 08 October 2018 at 03:29 UTC to Friday, 17 March 2023 at 00:00 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 : 1601
Unique Edges : 813
Edges With Duplicates : 11496
Total Edges : 12309
Number of Edge Types : 8
Retweet : 4436
MentionsInRetweet : 5964
Tweet : 573
MentionsInQuote : 549
MentionsInReplyTo : 377
Mentions : 320
Replies to : 53
Quote : 37
Self-Loops : 2163
Reciprocated Vertex Pair Ratio : 0.0133151246159099
Reciprocated Edge Ratio : 0.0262803234501348
Connected Components : 28
Single-Vertex Connected Components : 18
Maximum Vertices in a Connected Component : 1560
Maximum Edges in a Connected Component : 12239
Maximum Geodesic Distance (Diameter) : 8
Average Geodesic Distance : 3.216747
Graph Density : 0.00115865084322299
Modularity : 0.177878
NodeXL Version : 1.0.1.510
Data Import : The graph represents a network of 1,601 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 3/16/2023 5:00:36 PM. The network was obtained from Twitter on Friday, 17 March 2023 at 11:23 UTC.
The tweets in the network were tweeted over the 1620-day, 20-hour, 30-minute period from Monday, 08 October 2018 at 03:29 UTC to Friday, 17 March 2023 at 00:00 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:
[2975] #bigdata,#analytics [2210] #python,#rstats [1973] #iot,#iiot [1753] #ai,#machinelearning [1725] #iiot,#python [1669] #datascience,#ai [1654] #analytics,#datascience [1543] #machinelearning,#iot [1377] #analytics,#ai [1326] #cybersecurity,#bigdata Top Word Pairs in Tweet in G1:
[1026] #bigdata,#analytics [941] #analytics,#datascience [902] #iot,#iiot [885] #datascience,#ai [851] #ai,#machinelearning [824] #machinelearning,#iot [755] #python,#rstats [440] #iiot,#python [394] #iiot,#pytorch [394] #pytorch,#python Top Word Pairs in Tweet in G2:
[943] #bigdata,#analytics [738] #python,#rstats [689] #iiot,#python [670] #cybersecurity,#bigdata [662] #analytics,#ai [657] #ai,#iiot [554] #machinelearning,#datascience [532] #sql,#cybersecurity [446] #datascience,#sql [298] #datascience,#ai Top Word Pairs in Tweet in G3:
[332] #cybersecurity,#bigdata [322] #ai,#iiot [315] #bigdata,#analytics [290] #sql,#cybersecurity [289] #iiot,#python [274] #machinelearning,#datascience [251] #analytics,#ai [242] #python,#rstats [235] #datascience,#sql [98] roadmap,#machinelearning Top Word Pairs in Tweet in G4:
[279] #bigdata,#analytics [237] #iot,#iiot [205] #datascience,#ai [188] #ai,#machinelearning [184] #analytics,#datascience [182] #python,#rstats [164] #machinelearning,#iot [157] #iotpl,#iotcl [142] #iiot,#python [111] #bigdata,#datascience Top Word Pairs in Tweet in G5:
[336] #iot,#iiot [267] #iiot,#iotpl [251] #ai,#ml [235] #ai,#machinelearning [182] #datascience,#analytics [177] #bigdata,#analytics [168] #analytics,#ai [167] #ml,#machinelearning [158] #python,#rstats [156] #machinelearning,#ml Top Word Pairs in Tweet in G6:
[101] #bigdata,#analytics [81] #iot,#iiot [75] #ai,#machinelearning [71] #machinelearning,#iot [68] #iiot,#python [66] #cybersecurity,#bigdata [64] #analytics,#ai [63] #machinelearning,#datascience [61] #ai,#iiot [60] #python,#rstats Top Word Pairs in Tweet in G7:
[71] #bigdata,#analytics [68] #programming,#coding [68] #datascientist,#programming [60] #coding,#100daysofcode [51] #100daysofcode,# [45] #analytics,#datascience [45] #python,#rstats [38] step,step [38] data,science [38] step,data Top Word Pairs in Tweet in G8:
[35] #machinelearning,#datascience [31] #bigdata,#analytics [31] #digitaltransformation,#machinelearning [28] #datascience,#python [28] #python,#ai [24] #machinelearning,#bigdata [23] #datascience,#ai [23] #ai,#machinelearning [23] #analytics,#datascience [22] #100daysofcode,#iot Top Word Pairs in Tweet in G9:
[23] #bigdata,#analytics [23] #machinelearning,#datascience [20] #rstats,#tensorflow [19] #datascience,#sql [19] #analytics,#ai [17] #javascript,#reactjs [17] #serverless,#datascientist [16] help,#python [16] #python,#developer [16] #json,#matlab Top Word Pairs in Tweet in G10:
[7] transform,software [7] evolution,artificial [7] #machinelearning,transform [7] intelligence,#machinelearning [7] service,saas [7] saas,market [7] artificial,intelligence [7] software,service [5] ipfconline1,evolution [2] cc,iiot_world Top Replied-To in Entire Graph:
Top Replied-To in G4:
Top Replied-To in G5:
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: