The graph represents a network of 1,419 Twitter users whose recent tweets contained "iot 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 3/14/2023 5:00:36 PM. The network was obtained from Twitter on Wednesday, 15 March 2023 at 11:43 UTC.
The tweets in the network were tweeted over the 2136-day, 23-hour, 8-minute period from Monday, 08 May 2017 at 00:51 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 : 1419
Unique Edges : 1014
Edges With Duplicates : 9364
Total Edges : 10378
Number of Edge Types : 8
Retweet : 3205
MentionsInRetweet : 4160
Tweet : 1771
Replies to : 33
MentionsInReplyTo : 226
Mentions : 727
MentionsInQuote : 237
Quote : 19
Self-Loops : 2766
Reciprocated Vertex Pair Ratio : 0.0159513862514242
Reciprocated Edge Ratio : 0.0314018691588785
Connected Components : 105
Single-Vertex Connected Components : 77
Maximum Vertices in a Connected Component : 1256
Maximum Edges in a Connected Component : 9944
Maximum Geodesic Distance (Diameter) : 10
Average Geodesic Distance : 3.860197
Graph Density : 0.0013294290363205
Modularity : 0.205114
NodeXL Version : 1.0.1.510
Data Import : The graph represents a network of 1,419 Twitter users whose recent tweets contained "iot 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 3/14/2023 5:00:36 PM. The network was obtained from Twitter on Wednesday, 15 March 2023 at 11:43 UTC.
The tweets in the network were tweeted over the 2136-day, 23-hour, 8-minute period from Monday, 08 May 2017 at 00:51 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 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:
[1213] #iot,#iiot [1101] #bigdata,#analytics [1054] #datascience,#datascientists [900] #ai,#ml [843] #artificialintelligence,#ai [836] #datascientists,#codenewbies [800] #codenewbies,#tech [788] #python,#rstats [770] #ml,#datascience [678] #machinelearning,#datascience Top Word Pairs in Tweet in G1:
[307] #healthtech,#smartcity [306] #digitalhealth,#web3 [306] #web3,#cx [304] #vive2023,#healthtech [304] #datascientist,#csuite [303] #csuite,#digitalhealth [302] #dataviz,#datascientist [302] #smartcity,#dataviz [197] chidambara09,#vive2023 [190] #cx,#ehe Top Word Pairs in Tweet in G2:
[752] #datascience,#datascientists [705] #iot,#iiot [550] #datascientists,#codenewbies [548] #linux,#iot [548] #python,#coding [546] #100daysofcode,#programming [545] #iiot,#bigdata [545] #programming,#linux [543] #rstats,#100daysofcode [515] #codenewbies,#tech Top Word Pairs in Tweet in G3:
[55] #bigdata,#analytics [38] #ai,#machinelearning [37] #ai,#iot [33] #iiot,#python [31] #iot,#bigdata [30] learn,more [28] #iot,#iiot [27] #python,#rstats [26] #analytics,#datascience [23] #ai,#iiot Top Word Pairs in Tweet in G4:
[88] data,science [68] #ai,#iot [62] #iot,#bigdata [59] #bigdata,#analytics [43] #datascience,#machinelearning [43] #machinelearning,#deeplearning [41] antgrasso,kirkdborne [38] #iot,#iiot [37] step,data [37] step,step Top Word Pairs in Tweet in G5:
[282] #bigdata,#analytics [271] #analytics,#datascience [238] #iot,#iiot [208] #datascience,#ai [206] #python,#rstats [180] #ai,#machinelearning [170] #machinelearning,#iot [130] #pytorch,#python [124] #iiot,#pytorch [116] #iiot,#python Top Word Pairs in Tweet in G6:
[149] #ml,#datascience [149] #artificialintelligence,#ai [149] #ai,#ml [144] #datascience,#datascientists [137] #datascientists,#codenewbies [136] #codenewbies,#tech [62] #tech,#deeplearning [39] roadmap,#artificialintelligence [39] pyhton,roadmap [38] #deeplearning,#cyberse Top Word Pairs in Tweet in G7:
[95] #bigdata,#ai [87] #ai,#iot [87] #machinelearning,#datascience [86] #iot,#deeplearning [69] #artificialintelligence,#nlp [65] #100daysofcode,#python [63] #deeplearning,#artificialintelligence [59] #datascience,#5g [59] #5g,#100daysofcode [54] #industry40,#tech Top Word Pairs in Tweet in G8:
[56] #ai,#ml [56] #datascientists,#codenewbies [56] #ml,#datascience [56] #codenewbies,#tech [56] #datascience,#datascientists [56] #artificialintelligence,#ai [52] #python,#coding [49] #datascientist,#ainews [49] roadmap,#machinelearning [49] #machinelearning,#python Top Word Pairs in Tweet in G9:
[108] #bigdata,#analytics [98] #iiot,#python [97] #python,#rstats [95] #cybersecurity,#bigdata [88] #analytics,#ai [87] #ai,#iiot [68] #sql,#cybersecurity [56] #machinelearning,#datascience [54] #rstats,#tensorflow [36] #datascience,#sql Top Word Pairs in Tweet in G10:
[36] different,applications [36] functions,different [36] equipped,various [36] various,functions [36] applications,two [36] movable,barriers [36] barriers,equipped [36] automated,movable [36] two,road [36] armb,veva3 Top Replied-To in Entire Graph:
Top Replied-To in G1:
Top Replied-To in G2:
Top Replied-To in G5:
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: