The graph represents a network of 1,055 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 2/16/2023 5:00:35 PM. The network was obtained from Twitter on Friday, 17 February 2023 at 12:02 UTC.
The tweets in the network were tweeted over the 1806-day, 0-hour, 29-minute period from Friday, 09 March 2018 at 00:30 UTC to Friday, 17 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 : 1055
Unique Edges : 591
Edges With Duplicates : 10971
Total Edges : 11562
Number of Edge Types : 8
Retweet : 3708
MentionsInRetweet : 4604
Tweet : 999
Mentions : 1496
MentionsInReplyTo : 131
Quote : 17
Replies to : 239
MentionsInQuote : 368
Self-Loops : 3638
Reciprocated Vertex Pair Ratio : 0.0095333667837431
Reciprocated Edge Ratio : 0.0188866799204771
Connected Components : 23
Single-Vertex Connected Components : 17
Maximum Vertices in a Connected Component : 1026
Maximum Edges in a Connected Component : 11501
Maximum Geodesic Distance (Diameter) : 6
Average Geodesic Distance : 3.399916
Graph Density : 0.00180940133276977
Modularity : 0.125153
NodeXL Version : 1.0.1.510
Data Import : The graph represents a network of 1,055 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 2/16/2023 5:00:35 PM. The network was obtained from Twitter on Friday, 17 February 2023 at 12:02 UTC.
The tweets in the network were tweeted over the 1806-day, 0-hour, 29-minute period from Friday, 09 March 2018 at 00:30 UTC to Friday, 17 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:
[1540] #bigdata,#analytics [1410] #iot,#iiot [1238] #healthtech,#smartcity [1226] #datascientist,#csuite [1223] #smartcity,#5g [1221] #5g,#datascientist [1180] #digitalhealth,#web3 [1180] #csuite,#digitalhealth [1178] #vive2023,#healthtech [1165] #cx,#ehealth Top Word Pairs in Tweet in G1:
[452] #bigdata,#devcommunity [444] #devcommunity,#technology [364] #technology,#programming [356] #ai,#iiot [343] #programming,#ai [340] #iot,#iiot [297] #bigdata,#analytics [256] #python,#cloudcomputing [248] #iiot,#100daysofcode [235] #100daysofcode,#linux Top Word Pairs in Tweet in G2:
[534] #bigdata,#analytics [496] #iot,#iiot [419] #datascience,#datascientists [349] #iiot,#bigdata [348] #iiot,#python [346] #ai,#iiot [345] #python,#rstats [344] #ai,#ml [344] #analytics,#ai [325] #artificialintelligence,#ai Top Word Pairs in Tweet in G3:
[102] #iot,#iiot [77] #iotpl,#iotcl [72] #ai,#edge [69] #bigdata,#analytics [57] #edge,#edgeai [49] #iotcl,#iiot [48] #datascience,#ai [48] #analytics,#datascience [47] #iiot,#iotcommunity [46] #iotcommunity,#ai Top Word Pairs in Tweet in G4:
[1201] #healthtech,#smartcity [1200] #datascientist,#csuite [1196] #smartcity,#5g [1195] #5g,#datascientist [1155] #digitalhealth,#web3 [1155] #csuite,#digitalhealth [1153] #vive2023,#healthtech [1140] #cx,#ehealth [1140] #web3,#cx [763] chidambara09,#vive2023 Top Word Pairs in Tweet in G5:
[223] #analytics,#datascience [221] #iot,#iiot [219] #bigdata,#analytics [168] #datascience,#ai [156] #python,#rstats [154] #machinelearning,#iot [152] #ai,#machinelearning [128] #iiot,#python [73] #iiot,#pytorch [72] #rstats,#tensorflow Top Word Pairs in Tweet in G6:
[75] #bigdata,#analytics [64] #cybersecurity,#bigdata [64] #analytics,#ai [54] #ai,#iiot [54] #iiot,#python [53] #machinelearning,#datascience [52] #sql,#cybersecurity [52] #datascience,#sql [45] #python,#rstats [31] #linux,basic Top Word Pairs in Tweet in G7:
[83] #ai,#ml [83] #ml,#datascience [83] #datascience,#datascientists [83] #artificialintelligence,#ai [82] #datascientists,#codenewbies [78] #codenewbies,#tech [50] #tech,#deeplearning [28] #iot,#iiot [25] #tech,#deeplear [18] #chatgpt,#artificialintelligence Top Word Pairs in Tweet in G8:
[53] #programming,#coding [53] courses,#datascientist [53] #datascientist,#programming [47] tut_ml,learn [45] #coding,#100daysofcode [44] machine,learning [39] #100daysofcode,#sql [38] learn,machine [30] learning,courses [29] #sql,#py Top Word Pairs in Tweet in G9:
[117] #bigdata,#analytics [110] #iiot,#python [106] #analytics,#ai [105] #cybersecurity,#bigdata [104] #ai,#iiot [104] #python,#rstats [95] #sql,#cybersecurity [87] #machinelearning,#datascience [80] #datascience,#sql [62] #rstats,#tensorflow Top Word Pairs in Tweet in G10:
[29] #datascience,#ai [25] #machinelearning,#python [24] #python,descarga [24] #bigdata,#datascience [24] proyectos,#machinelearning [24] gratis,#bigdata [24] #ai,# [24] descarga,gratis [23] rosanaferrero,proyectos [18] #art,#aiart Top Replied-To in Entire Graph:
Top Replied-To in G1:
Top Replied-To in G4:
Top Replied-To in G5:
Top Replied-To in G7:
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: