The graph represents a network of 2,308 Twitter users whose recent tweets contained "iot 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 3/14/2023 5:00:36 PM. The network was obtained from Twitter on Wednesday, 15 March 2023 at 11:26 UTC.
The tweets in the network were tweeted over the 2136-day, 23-hour, 9-minute period from Monday, 08 May 2017 at 00:51 UTC to Wednesday, 15 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 : 2308
Unique Edges : 1865
Edges With Duplicates : 9759
Total Edges : 11624
Number of Edge Types : 8
Retweet : 3163
MentionsInRetweet : 4356
Tweet : 1626
Mentions : 1348
MentionsInReplyTo : 446
Replies to : 82
MentionsInQuote : 543
Quote : 60
Self-Loops : 2569
Reciprocated Vertex Pair Ratio : 0.0215384615384615
Reciprocated Edge Ratio : 0.0421686746987952
Connected Components : 313
Single-Vertex Connected Components : 181
Maximum Vertices in a Connected Component : 1528
Maximum Edges in a Connected Component : 10227
Maximum Geodesic Distance (Diameter) : 11
Average Geodesic Distance : 4.299989
Graph Density : 0.000685878785010431
Modularity : 0.275581
NodeXL Version : 1.0.1.510
Data Import : The graph represents a network of 2,308 Twitter users whose recent tweets contained "iot 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 3/14/2023 5:00:36 PM. The network was obtained from Twitter on Wednesday, 15 March 2023 at 11:26 UTC.
The tweets in the network were tweeted over the 2136-day, 23-hour, 9-minute period from Monday, 08 May 2017 at 00:51 UTC to Wednesday, 15 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 : iot 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:
[946] #ai,#ml [866] #iot,#iiot [765] #bigdata,#analytics [762] #artificialintelligence,#ai [651] #ml,#datascience [624] #python,#rstats [588] #datascience,#datascientists [577] #ai,#iot [522] #analytics,#ai [501] #ai,#machinelearning Top Word Pairs in Tweet in G1:
[285] #healthtech,#smartcity [284] #web3,#cx [284] #digitalhealth,#web3 [283] #datascientist,#csuite [283] #vive2023,#healthtech [282] #csuite,#digitalhealth [280] #dataviz,#datascientist [280] #smartcity,#dataviz [208] #iot,#iiot [175] chidambara09,#vive2023 Top Word Pairs in Tweet in G2:
[652] #artificialintelligence,#ai [650] #ai,#ml [615] #bigdata,#analytics [572] #ml,#datascience [559] #iot,#iiot [535] #python,#rstats [519] #datascience,#datascientists [449] #iiot,#python [445] #analytics,#ai [428] #datascientists,#codenewbies Top Word Pairs in Tweet in G3:
[145] #ai,#iot [129] #bigdata,#ai [124] #machinelearning,#datascience [121] #iot,#deeplearning [103] #100daysofcode,#python [102] #artificialintelligence,#nlp [101] #deeplearning,#artificialintelligence [97] #5g,#100daysofcode [97] #datascience,#5g [91] #industry40,#tech Top Word Pairs in Tweet in G4:
[53] #ai,#iot [35] #iot,#iiot [34] #ai,#machinelearning [25] #iot,#bigdata [24] learn,more [19] go,#ai [18] #analytics,#datascience [18] #machinelearning,#iot [18] #bigdata,#analytics [17] #aiethics,#5g Top Word Pairs in Tweet in G5:
[95] utilitynet,runs [95] kinetic,energy [95] runs,acceleration [95] releases,super [95] #ai,#datascience [95] computing,power [95] power,releases [95] energy,utilitynet [95] acceleration,#ai [95] #datascience,#iot Top Word Pairs in Tweet in G6:
[25] greatly,reducing [25] reducing,traffic [25] city,traffic [25] ai,brain [25] city,controlled [25] traffic,congestion [25] smart,city [25] brain,greatly [25] controlled,ai [25] traffic,chinese Top Word Pairs in Tweet in G7:
[40] #python,#coding [38] roadmap,#machinelearning [38] #datascience,roadmap [37] #datascientist,#ainews [37] #machinelearning,#python [37] #coding,#datascientist [37] #ainews,#swisscognitive [37] #swisscognitive,#deeplearning [37] #deeplearning,#technology [36] tanjilasmm,#datascience Top Word Pairs in Tweet in G8:
[44] #iot,#ai [42] #machinelearning,#iot [37] #analytics,#machinelearning [34] #ai,#iot [27] #ai,#flutter [22] #openai,#fintech [22] #tech,#tensorflow [22] #tensorflow,#smartcities [22] #smartcities,#openai [22] #flutter,#tech Top Word Pairs in Tweet in G9:
[284] #digitalhealth,#socialmedia [171] #socialmedia,#digitalmarketing [38] #digitalmarketing,#industry40 [38] #industry40,#ai [34] #healthtech,#iot [33] #iot,#mhealth [33] #digitalmarketing,#iot [33] #ai,#iot [32] #digitalmarketing,#healthtech [32] #mhealth,#ai Top Word Pairs in Tweet in G10:
[8] #technology,#openai [8] #data,#artificialintelligence [8] #chatgpt,#data [8] #healthtech,#iot [8] #artificialintelligence,#automation [8] #digitalhealth,#healthtech [8] #automation,#digitalhealth [8] tools,#chatgpt [8] #iot,#technology [7] adem_onar,tools Top Replied-To in Entire Graph:
Top Replied-To in G1:
Top Replied-To in G2:
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: