The graph represents a network of 1,664 Twitter users whose recent tweets contained "iiot ai", 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 3/16/2023 5:00:36 PM. The network was obtained from Twitter on Friday, 17 March 2023 at 10:41 UTC.
The tweets in the network were tweeted over the 2138-day, 23-hour, 9-minute period from Monday, 08 May 2017 at 00:51 UTC to Friday, 17 March 2023 at 00:00 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 : 1664
Unique Edges : 1150
Edges With Duplicates : 13903
Total Edges : 15053
Number of Edge Types : 8
Retweet : 4033
MentionsInRetweet : 6216
Mentions : 636
MentionsInQuote : 1350
Tweet : 838
Replies to : 341
MentionsInReplyTo : 1499
Quote : 140
Self-Loops : 3227
Reciprocated Vertex Pair Ratio : 0.0198051948051948
Reciprocated Edge Ratio : 0.0388411333970073
Connected Components : 55
Single-Vertex Connected Components : 37
Maximum Vertices in a Connected Component : 1582
Maximum Edges in a Connected Component : 14899
Maximum Geodesic Distance (Diameter) : 10
Average Geodesic Distance : 3.388816
Graph Density : 0.00113506926777372
Modularity : 0.158188
NodeXL Version : 1.0.1.510
Data Import : The graph represents a network of 1,664 Twitter users whose recent tweets contained "iiot ai", 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 3/16/2023 5:00:36 PM. The network was obtained from Twitter on Friday, 17 March 2023 at 10:41 UTC.
The tweets in the network were tweeted over the 2138-day, 23-hour, 9-minute period from Monday, 08 May 2017 at 00:51 UTC to Friday, 17 March 2023 at 00:00 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 ai
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:
[2218] #bigdata,#analytics [2187] #iot,#iiot [1577] #python,#rstats [1285] #ai,#machinelearning [1248] #datascience,#ai [1200] #analytics,#datascience [1134] #iiot,#python [1127] #ai,#iiot [1126] #machinelearning,#iot [1090] #analytics,#ai Top Word Pairs in Tweet in G1:
[722] #iot,#iiot [455] #iotpl,#iotcl [436] #ai,#ml [361] #iiot,#iotpl [261] #bigdata,#analytics [221] #ai,#machinelearning [191] #python,#rstats [188] #analytics,#ai [177] #tech,#iiot [176] #futurist,#tech Top Word Pairs in Tweet in G2:
[975] #bigdata,#analytics [782] #analytics,#datascience [762] #iot,#iiot [748] #datascience,#ai [746] #python,#rstats [716] #ai,#machinelearning [683] #machinelearning,#iot [488] #iiot,#python [285] #iiot,#pytorch [285] #pytorch,#python Top Word Pairs in Tweet in G3:
[283] #bigdata,#analytics [272] #iot,#iiot [225] #datascience,#ai [205] #ai,#machinelearning [204] #analytics,#datascience [183] #python,#rstats [182] #machinelearning,#iot [142] #iiot,#python [123] #iotpl,#iotcl [94] #machinelearning,#datascience Top Word Pairs in Tweet in G4:
[188] #bigdata,#analytics [180] #cybersecurity,#bigdata [180] #ai,#iiot [163] #analytics,#ai [158] #sql,#cybersecurity [140] #iiot,#python [129] #machinelearning,#datascience [117] #python,#rstats [108] #datascience,#sql [71] roadmap,#machinelearning Top Word Pairs in Tweet in G5:
[173] #bigdata,#analytics [140] #cybersecurity,#bigdata [140] #ai,#iiot [140] #analytics,#ai [120] #sql,#cybersecurity [116] #python,#rstats [108] #machinelearning,#datascience [93] #iiot,#python [91] #datascience,#sql [62] #rstats,#tensorflow Top Word Pairs in Tweet in G6:
[142] #ml,#datascience [142] #ai,#ml [142] #artificialintelligence,#ai [134] #datascience,#datascientists [130] #datascientists,#codenewbies [129] #codenewbies,#tech [64] #tech,#deeplearning [38] #bigdata,#analytics [37] pyhton,roadmap [37] roadmap,#artificialintelligence Top Word Pairs in Tweet in G7:
[211] #iot,#iiot [155] #bigdata,#analytics [149] #analytics,#ai [139] #iiot,#python [134] udemy,course [131] #ai,#iot [130] #python,#rstats [129] follow,programmingbuddy [128] programmingbuddy,#development [128] #webdevelopment,#bigdata Top Word Pairs in Tweet in G8:
[61] #iot,#iiot [47] #iiot,#ai [46] #digitalenterprise,#digitaltrust [46] #digitaltwin,#edgecomputing [46] #digitaltransformation,#digitalenterprise [46] #edgeai,#aiethics [46] #ai,#aiot [46] #edgecomputing,#edgeai [46] #aiot,#digitaltwin [46] #digitaltrust,#iot Top Word Pairs in Tweet in G9:
[414] #bigdata,#devcommunity [405] #devcommunity,#technology [341] #technology,#programming [320] #programming,#ai [293] #ai,#iiot [231] #iiot,#100daysofcode [220] #100daysofcode,#linux [215] #linux,#python [213] #cloudcomputing,#frenchtech [213] #cybersecurity,#datascience Top Word Pairs in Tweet in G10:
[20] #bigdata,#analytics [20] #iot,#iiot [19] #machinelearning,#datascience [18] #datascience,#sql [17] #rstats,#tensorflow [17] #ai,#iiot [17] #analytics,#ai [16] #coding,#json [16] #developer,#coding [16] #matlab,#html Top Replied-To in Entire Graph:
Top Replied-To in G1:
Top Replied-To in G3:
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: