The graph represents a network of 1,441 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 12/29/2022 5:00:32 PM. The network was obtained from Twitter on Friday, 30 December 2022 at 12:02 UTC.
The tweets in the network were tweeted over the 1421-day, 8-hour, 53-minute period from Thursday, 07 February 2019 at 16:06 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 : 1441
Unique Edges : 661
Edges With Duplicates : 10851
Total Edges : 11512
Number of Edge Types : 8
Retweet : 3642
MentionsInRetweet : 4249
Mentions : 2008
Tweet : 842
MentionsInQuote : 304
Quote : 36
MentionsInReplyTo : 202
Replies to : 229
Self-Loops : 3648
Reciprocated Vertex Pair Ratio : 0.0116666666666667
Reciprocated Edge Ratio : 0.0230642504118616
Connected Components : 21
Single-Vertex Connected Components : 13
Maximum Vertices in a Connected Component : 1396
Maximum Edges in a Connected Component : 11294
Maximum Geodesic Distance (Diameter) : 7
Average Geodesic Distance : 3.26621
Graph Density : 0.00117009792582312
Modularity : 0.161175
NodeXL Version : 1.0.1.508
Data Import : The graph represents a network of 1,441 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 12/29/2022 5:00:32 PM. The network was obtained from Twitter on Friday, 30 December 2022 at 12:02 UTC.
The tweets in the network were tweeted over the 1421-day, 8-hour, 53-minute period from Thursday, 07 February 2019 at 16:06 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 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:
[2002] #bigdata,#analytics [1817] #iot,#iiot [1350] #ai,#iiot [1293] #datascientist,#csuite [1293] #healthtech,#smartcity [1293] #smartcity,#datascientist [1291] #ehealth,#finserv [1291] #cx,#ehealth [1291] #web3,#cx [1291] #digitalhealth,#web3 Top Word Pairs in Tweet in G1:
[722] #bigdata,#analytics [703] #iot,#iiot [695] #analytics,#datascience [573] #python,#rstats [553] #ai,#machinelearning [551] #machinelearning,#iot [544] #datascience,#ai [488] #rstats,#tensorflow [368] #pytorch,#python [363] #iiot,#pytorch Top Word Pairs in Tweet in G2:
[754] #iot,#iiot [694] #bigdata,#analytics [581] #ai,#iiot [449] #ai,#ml [442] #analytics,#ai [419] #bigdata,#devcommunity [413] #datascience,#datascientists [408] #devcommunity,#technology [374] #programming,#ai [349] #technology,#programming Top Word Pairs in Tweet in G3:
[1251] #datascientist,#csuite [1251] #smartcity,#datascientist [1251] #healthtech,#smartcity [1250] #ehealth,#finserv [1250] #web3,#cx [1250] #csuite,#digitalhealth [1250] #digitalhealth,#web3 [1250] #cx,#ehealth [714] chidambara09,#healthtech [657] #finserv,#clou Top Word Pairs in Tweet in G4:
[97] #bigdata,#analytics [87] #iiot,#python [75] #analytics,#datascience [59] #python,#javascript [55] #ai,#ml [55] #ml,#datascience [55] #artificialintelligence,#ai [54] #datascience,#datascientists [53] #datascience,#iiot [52] #tensorflow,#cloudcomputing Top Word Pairs in Tweet in G5:
[156] #bigdata,#analytics [146] #cybersecurity,#bigdata [144] #machinelearning,#datascience [141] #sql,#cybersecurity [141] #datascience,#sql [133] #iiot,#python [123] #analytics,#ai [122] #ai,#iiot [90] #python,#rstats [60] cheat,sheet Top Word Pairs in Tweet in G6:
[92] #programming,#coding [92] #datascientist,#programming [89] online,courses [89] courses,#datascientist [56] #bigdata,#analytics [48] #analytics,#datascience [47] learn,statistics [46] #coding,#100daysofcode [45] learn,data [45] hypothesis,testing Top Word Pairs in Tweet in G7:
[50] #bigdata,#analytics [36] #iot,#iiot [27] #analytics,#datascience [22] #python,#rstats [21] 35,research [21] #cybersecurity,35 [21] #deeplearning,techniques [21] #ai,#machinelearning [21] research,paper [21] #datascience,#ai Top Word Pairs in Tweet in G8:
[27] #ai,#iiot [27] #bigdata,#ai [26] call,#machinelearning [25] #sql,#bigdata [25] #javascript,#nodejs [25] #bot,#onlyfans [25] #onlyfans,#usa [25] #usa,#zonauang [19] #rstats,#javascript [15] #botanicalboogie,#bot Top Word Pairs in Tweet in G9:
[12] #bigdata,#analytics [8] #machinelearning,#artificialintelligence [8] cheat,sheet [8] sheet,#deeplearning [8] #datascience,#cybersecurity [8] #deeplearning,#machinelearning [8] #artificialintelligence,#datascience [7] #iiot,#python [7] #cybersecurity,#bigdata [6] #analytics,#datascience Top Word Pairs in Tweet in G10:
[35] #bigdata,#analytics [33] #analytics,#datascience [33] #iot,#iiot [31] #ai,#machinelearning [30] #machinelearning,#iot [30] #datascience,#ai [27] foundation,iot [27] fundamental,foundation [27] iot,#bigdata [27] #iiot,#rstats Top Replied-To in Entire Graph:
Top Replied-To in G2:
Top Replied-To in G3:
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: