The graph represents a network of 1,076 Twitter users whose recent tweets contained "iiot bigdata", 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 12:02 UTC.
The tweets in the network were tweeted over the 1037-day, 2-hour, 12-minute period from Wednesday, 08 April 2020 at 22:47 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 : 1076
Unique Edges : 428
Edges With Duplicates : 10322
Total Edges : 10750
Number of Edge Types : 8
Retweet : 3595
MentionsInRetweet : 4344
Tweet : 1163
Mentions : 1038
Replies to : 38
Quote : 34
MentionsInQuote : 404
MentionsInReplyTo : 134
Self-Loops : 2769
Reciprocated Vertex Pair Ratio : 0.00635256749602965
Reciprocated Edge Ratio : 0.0126249342451341
Connected Components : 18
Single-Vertex Connected Components : 16
Maximum Vertices in a Connected Component : 1058
Maximum Edges in a Connected Component : 10714
Maximum Geodesic Distance (Diameter) : 9
Average Geodesic Distance : 3.206442
Graph Density : 0.00164346848793983
Modularity : 0.13455
NodeXL Version : 1.0.1.510
Data Import : The graph represents a network of 1,076 Twitter users whose recent tweets contained "iiot bigdata", 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 12:02 UTC.
The tweets in the network were tweeted over the 1037-day, 2-hour, 12-minute period from Wednesday, 08 April 2020 at 22:47 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 bigdata
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:
[2022] #iot,#iiot [1882] #bigdata,#analytics [1287] #python,#rstats [1176] #analytics,#datascience [957] #iiot,#python [871] #ai,#machinelearning [837] #datascience,#ai [796] #datascience,#datascientists [783] #machinelearning,#iot [717] #analytics,#ai Top Word Pairs in Tweet in G1:
[553] #bigdata,#analytics [546] #analytics,#datascience [536] #iot,#iiot [480] #python,#rstats [354] #datascience,#ai [342] #ai,#machinelearning [333] #machinelearning,#iot [289] #iiot,#python [286] #rstats,#tensorflow [216] #pytorch,#python Top Word Pairs in Tweet in G2:
[633] #smartcity,#5g [632] #datascientist,#csuite [632] #5g,#datascientist [632] #healthtech,#smartcity [632] #csuite,#digitalhealth [632] #cx,#ehealth [630] #vive2023,#healthtech [629] #web3,#cx [629] #digitalhealth,#web3 [351] chidambara09,#vive2023 Top Word Pairs in Tweet in G3:
[304] #iot,#iiot [256] #bigdata,#analytics [196] #iiot,#iotpl [164] #ai,#ml [144] #analytics,#ai [141] #ai,#machinelearning [139] #datascience,#bigdata [128] #python,#rstats [122] #iotpl,#iotcl [113] #programming,#coding Top Word Pairs in Tweet in G4:
[705] #iot,#iiot [570] #iiot,#bigdata [565] #python,#coding [546] #100daysofcode,#programming [545] #programming,#linux [545] #linux,#iot [501] #coding,#javascript [500] #datascience,#datascientists [481] #javascript,#rstats [481] #rstats,#100daysofcode Top Word Pairs in Tweet in G5:
[271] #bigdata,#analytics [236] #datascience,#datascientists [220] #iot,#iiot [184] #analytics,#datascience [164] #datascience,#ai [162] #artificialintelligence,#ai [161] #ai,#ml [157] #machinelearning,#iot [155] #ai,#machinelearning [136] account,recovery Top Word Pairs in Tweet in G6:
[67] #tech,#5g [67] #5g,#mwc2023 [67] #iiot,#tech [67] #mwc2023,#mwc23 [67] #mwc23,#innovation [67] #smartcities,#iiot [66] trends,#iot [66] techmenttech,#smartcities [66] #iot,techmenttech [66] key,trends Top Word Pairs in Tweet in G7:
[114] #bigdata,#analytics [98] #iiot,#python [98] #python,#rstats [94] #cybersecurity,#bigdata [91] #machinelearning,#datascience [90] #ai,#iiot [90] #analytics,#ai [71] #datascience,#sql [71] #sql,#cybersecurity [34] cheat,sheet Top Word Pairs in Tweet in G8:
[49] #ai,#ml [49] #artificialintelligence,#ai [45] #ml,#datascience [44] #python,#rstats [42] #datascience,#datascientists [37] #tech,#deeplearning [37] #datascientists,#codenewbies [37] #codenewbies,#tech [36] #iot,#iiot [34] #bigdata,#analytics Top Word Pairs in Tweet in G9:
[51] #bigdata,#analytics [46] #analytics,#datascience [46] #iot,#iiot [41] #python,#rstats [34] #programming,#coding [33] #coding,#100daysofcode [33] #datascience,#ai [31] #datascientist,#programming [31] #100daysofcode,#sql [28] #ai,#machinelearning Top Word Pairs in Tweet in G10:
[11] #analytics,#ai [10] #bigdata,#analytics [10] #ai,#iiot [10] #javascript,#reactjs [9] #python,#rstats [9] #rstats,#tensorflow [9] #iiot,#python [8] #tensorflow,#javascript [8] #reactjs,#cloudcomputing [8] #iot,#iiot Top Replied-To in Entire Graph:
Top Replied-To in G2:
Top Replied-To in G3:
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: