The graph represents a network of 1,900 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 12/29/2022 5:00:32 PM. The network was obtained from Twitter on Friday, 30 December 2022 at 12:23 UTC.
The tweets in the network were tweeted over the 1432-day, 5-hour, 23-minute period from Sunday, 27 January 2019 at 19:36 UTC to Friday, 30 December 2022 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 : 1900
Unique Edges : 897
Edges With Duplicates : 11027
Total Edges : 11924
Number of Edge Types : 8
Retweet : 4362
MentionsInRetweet : 5597
Mentions : 506
Tweet : 678
MentionsInQuote : 449
MentionsInReplyTo : 269
Quote : 38
Replies to : 25
Self-Loops : 1723
Reciprocated Vertex Pair Ratio : 0.0157456922162805
Reciprocated Edge Ratio : 0.0310032173150044
Connected Components : 20
Single-Vertex Connected Components : 14
Maximum Vertices in a Connected Component : 1869
Maximum Edges in a Connected Component : 11854
Maximum Geodesic Distance (Diameter) : 9
Average Geodesic Distance : 3.274398
Graph Density : 0.000947590144397328
Modularity : 0.217166
NodeXL Version : 1.0.1.508
Data Import : The graph represents a network of 1,900 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 12/29/2022 5:00:32 PM. The network was obtained from Twitter on Friday, 30 December 2022 at 12:23 UTC.
The tweets in the network were tweeted over the 1432-day, 5-hour, 23-minute period from Sunday, 27 January 2019 at 19:36 UTC to Friday, 30 December 2022 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:
[2927] #bigdata,#analytics [2196] #iot,#iiot [1905] #ai,#machinelearning [1832] #analytics,#datascience [1773] #datascience,#ai [1773] #machinelearning,#iot [1687] #python,#rstats [1565] #iiot,#python [1186] #analytics,#ai [1111] #machinelearning,#datascience Top Word Pairs in Tweet in G1:
[1041] #bigdata,#analytics [1004] #ai,#machinelearning [1000] #machinelearning,#iot [998] #iot,#iiot [993] #analytics,#datascience [985] #datascience,#ai [749] #python,#rstats [544] #rstats,#tensorflow [493] #pytorch,#python [491] #iiot,#python Top Word Pairs in Tweet in G2:
[1384] #bigdata,#analytics [937] #machinelearning,#datascience [890] #iiot,#python [882] #analytics,#ai [725] #ai,#iiot [680] #cybersecurity,#bigdata [654] #python,#rstats [648] #datascience,#sql [578] #iot,#iiot [575] #sql,#cybersecurity Top Word Pairs in Tweet in G3:
[404] #iot,#iiot [265] #ai,#ml [263] #iiot,#iotpl [254] #ai,#machinelearning [236] #bigdata,#analytics [197] #ml,#machinelearning [192] #analytics,#ai [170] #datascience,#analytics [167] #programming,#coding [165] #machinelearning,#ml Top Word Pairs in Tweet in G4:
[270] #programming,#coding [270] #datascientist,#programming [252] courses,#datascientist [246] online,courses [219] #coding,#100daysofcode [191] tut_ml,learn [146] learn,data [111] learn,statistics [104] #bigdata,#analytics [85] #iot,#iiot Top Word Pairs in Tweet in G5:
[91] #bigdata,#analytics [87] #iot,#iiot [75] #ai,#machinelearning [73] #datascience,#ai [65] kirkdborne,#deeplearning [64] 35,research [64] #cybersecurity,35 [64] #deeplearning,techniques [64] research,paper [64] techniques,#cybersecurity Top Word Pairs in Tweet in G6:
[26] #ai,#iiot [26] call,#machinelearning [24] #bot,#onlyfans [24] #usa,#zonauang [24] #javascript,#nodejs [24] #onlyfans,#usa [24] #bigdata,#ai [24] #sql,#bigdata [14] #websitedesign,call [14] #app,#websitedesign Top Word Pairs in Tweet in G7:
[26] #datascience,#sql [26] #sql,#cybersecurity [26] #cybersecurity,#bigdata [26] #machinelearning,#datascience [24] cheat,sheet [23] frame,8earish [23] #python,cheat [23] wow,#python [23] sheet,frame [23] 8earish,#machinelearning Top Word Pairs in Tweet in G8:
[9] #bigdata,#analytics [9] #python,#rstats [8] #iiot,#python [7] #rstats,#tensorflow [7] #javascript,#reactjs [7] #iot,#iiot [7] #cloudcomputing,#serverless [6] #ai,#iiot [6] #reactjs,#cloudcomputing [6] #analytics,#ai Top Word Pairs in Tweet in G9:
[15] #machinelearning,#datascience [11] #datascience,#python [10] #bigdata,#analytics [9] google,voice [9] usa,phone [9] accounts,buy [9] buy,google [9] number,#machinelearning [9] buy,usa [9] phone,number Top Word Pairs in Tweet in G10:
[13] #iot,#iiot [12] #azure,#pytorch [12] #iiot,#azure [12] #python,#bigdata [10] #pytorch,#cython [8] #bigdata,#analytics [8] #analytics,#ai [7] #rstats,#dotnet [7] #ai,#datascience [7] #c,#cpp Top Replied-To in Entire Graph:
Top Replied-To in G3:
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: