The graph represents a network of 1,442 Twitter users whose recent tweets contained "#iiot", 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 3/13/2023 5:00:35 PM. The network was obtained from Twitter on Tuesday, 14 March 2023 at 22:06 UTC.
The tweets in the network were tweeted over the 2135-day, 23-hour, 8-minute period from Monday, 08 May 2017 at 00:51 UTC to Monday, 13 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 : 1442
Unique Edges : 682
Edges With Duplicates : 13011
Total Edges : 13693
Number of Edge Types : 8
Retweet : 3350
MentionsInRetweet : 4986
Tweet : 1627
Mentions : 842
MentionsInQuote : 1313
MentionsInReplyTo : 1383
Replies to : 112
Quote : 80
Self-Loops : 2960
Reciprocated Vertex Pair Ratio : 0.0177856825255669
Reciprocated Edge Ratio : 0.0349497597204019
Connected Components : 80
Single-Vertex Connected Components : 45
Maximum Vertices in a Connected Component : 1304
Maximum Edges in a Connected Component : 13465
Maximum Geodesic Distance (Diameter) : 11
Average Geodesic Distance : 3.467351
Graph Density : 0.0011015812913093
Modularity : 0.134199
NodeXL Version : 1.0.1.510
Data Import : The graph represents a network of 1,442 Twitter users whose recent tweets contained "#iiot", 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 3/13/2023 5:00:35 PM. The network was obtained from Twitter on Tuesday, 14 March 2023 at 22:06 UTC.
The tweets in the network were tweeted over the 2135-day, 23-hour, 8-minute period from Monday, 08 May 2017 at 00:51 UTC to Monday, 13 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 : #iiot
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:
[1781] #iot,#iiot [1744] #bigdata,#analytics [1327] #analytics,#ai [1243] #iiot,#python [1227] #ai,#iiot [1206] #python,#rstats [1107] #machinelearning,#datascience [1095] #datascience,#datascientists [1089] #cybersecurity,#bigdata [1069] #ai,#ml Top Word Pairs in Tweet in G1:
[478] #iot,#iiot [269] #iiot,#iotpl [261] #ai,#ml [227] #iotpl,#iotcl [135] iotchannel,iotcommunity [128] #tech,#emergingtech [125] iotcommunity,iotchannel [119] #iiot,#iotcl [112] iotslam,iotpractitioner [106] #ai,#machinelearning Top Word Pairs in Tweet in G2:
[1200] #bigdata,#analytics [991] #iot,#iiot [893] #datascience,#datascientists [875] #analytics,#ai [836] #iiot,#python [819] #ai,#iiot [786] #python,#rstats [706] #machinelearning,#datascience [692] #cybersecurity,#bigdata [634] #python,#coding Top Word Pairs in Tweet in G3:
[158] #iotpl,#iotcl [92] #iot,#iiot [87] #iiot,#automation [85] chat,#digital [85] iot,coffee [85] #tech,#iiot [85] welcome,iot [85] coffee,talk [85] #futurist,#tech [85] #digital,#futurist Top Word Pairs in Tweet in G4:
[193] #ai,#iiot [193] #cybersecurity,#bigdata [185] #bigdata,#analytics [185] #machinelearning,#datascience [174] #sql,#cybersecurity [172] #iiot,#python [166] #datascience,#sql [146] #analytics,#ai [117] #python,#rstats [62] roadmap,#machinelearning Top Word Pairs in Tweet in G5:
[124] #ai,#ml [124] #ml,#datascience [124] #artificialintelligence,#ai [123] #datascience,#datascientists [118] #datascientists,#codenewbies [117] #codenewbies,#tech [79] #bigdata,#analytics [58] #python,#rstats [57] #iiot,#python [51] #datascientist,#programming Top Word Pairs in Tweet in G6:
[156] #bigdata,#analytics [142] #python,#rstats [140] #iiot,#python [137] #ai,#iiot [132] #analytics,#ai [130] #cybersecurity,#bigdata [127] #machinelearning,#datascience [80] #datascience,#sql [74] #sql,#cybersecurity [61] #rstats,#tensorflow Top Word Pairs in Tweet in G7:
[19] iot,edge [16] technative,iot [14] pulsantuk,#edgecomputing [14] #edgecomputing,#iiot [14] relationship,pulsantuk [14] edge,evolving [14] #iiot,#smartcities [14] #smartcities,#iiot [14] evolving,relationship [13] #iot,#iiot Top Word Pairs in Tweet in G8:
[26] #iot,#iiot [13] #bigdata,#analytics [13] #ai,#ml [12] #python,#rstats [9] #rstats,#tensorflow [9] #artificialintelligence,#ai [8] #javascript,#reactjs [8] assignments,projects [8] #ml,#datascience [8] excel,assignments Top Word Pairs in Tweet in G9:
[16] #iot,#iiot [10] internet,things [5] antgrasso,#iot [4] #bigdata,#analytics [4] data,gt [3] iiot,industrial [3] top,benefits [3] cases,vary [3] virtual,power [3] based,industry Top Word Pairs in Tweet in G10:
[13] last,week [13] exhibition,looking [13] manufacturers,global [13] presented,last [13] pogu,presented [13] industrie,exhibition [13] edouard,pogu [13] iexec,proposal [13] global,industrie [13] week,iexec Top Replied-To in Entire Graph:
Top Replied-To in G1:
Top Replied-To in G2:
Top Replied-To in G3:
Top Replied-To in G6:
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: