The graph represents a network of 2,187 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 2/14/2023 5:00:35 PM. The network was obtained from Twitter on Wednesday, 15 February 2023 at 12:26 UTC.
The tweets in the network were tweeted over the 2044-day, 14-hour, 0-minute period from Tuesday, 11 July 2017 at 11:00 UTC to Wednesday, 15 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 : 2187
Unique Edges : 2031
Edges With Duplicates : 12088
Total Edges : 14119
Number of Edge Types : 8
Retweet : 3825
MentionsInRetweet : 5920
Tweet : 1067
Mentions : 1248
MentionsInReplyTo : 1138
MentionsInQuote : 708
Quote : 65
Replies to : 148
Self-Loops : 2299
Reciprocated Vertex Pair Ratio : 0.0387096774193548
Reciprocated Edge Ratio : 0.0745341614906832
Connected Components : 277
Single-Vertex Connected Components : 169
Maximum Vertices in a Connected Component : 1623
Maximum Edges in a Connected Component : 13226
Maximum Geodesic Distance (Diameter) : 12
Average Geodesic Distance : 4.011871
Graph Density : 0.000841912473733377
Modularity : 0.227665
NodeXL Version : 1.0.1.510
Data Import : The graph represents a network of 2,187 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 2/14/2023 5:00:35 PM. The network was obtained from Twitter on Wednesday, 15 February 2023 at 12:26 UTC.
The tweets in the network were tweeted over the 2044-day, 14-hour, 0-minute period from Tuesday, 11 July 2017 at 11:00 UTC to Wednesday, 15 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 : 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:
[833] #iot,#iiot [647] #ai,#machinelearning [635] #ai,#datascience [626] computing,power [571] #datascience,#iot [554] #bigdata,#analytics [550] #machinelearning,#iot [518] #python,#rstats [436] #ai,#ml [383] #datascience,#ai Top Word Pairs in Tweet in G1:
[692] #iot,#iiot [451] #bigdata,#analytics [398] #python,#rstats [349] #ai,#machinelearning [335] #ai,#ml [317] #datascience,#ai [291] #machinelearning,#iot [288] #analytics,#datascience [285] #iiot,#python [261] #iotpl,#iotcl Top Word Pairs in Tweet in G2:
[231] #ai,#machinelearning [211] #tech,#innovation [176] #machinelearning,#iot [169] #ai,#iot [148] #chatgpt,#tech [133] #innovation,#technology [124] #web3,#metaverse [115] #iot,#ml [93] #ml,#flutter [89] #ai,#web3 Top Word Pairs in Tweet in G3:
[51] #python,#rstats [50] #ai,#iot [44] #iot,#nlp [44] #5g,#ai [42] #usa,#valentinesday [42] #nlp,#iiot [42] #analytics,#5g [42] #ml,#dating [42] #rstats,#rectajs [42] #dating,#bot Top Word Pairs in Tweet in G4:
[623] computing,power [507] #datascience,#iot [507] #ai,#datascience [310] #iot,#python [214] #python,#javascript [214] #javascript,#cloud [197] demand,computing [117] performance,distributed [117] computing,network [117] network,check Top Word Pairs in Tweet in G5:
[49] #digitalhealth,#socialmedia [34] #artificialintelligence,#bigdata [33] #metaverse,#ar [32] #ai,#artificialintelligence [31] #bigdata,#chatgpt [31] #ar,#vr [30] #chatgpt,#coding [30] #100daysofcode,#5g [29] #5g,#web3 [28] #data,#bing Top Word Pairs in Tweet in G6:
[35] #ai,#ml [35] #ml,#datascience [35] #datascience,#datascientists [35] #artificialintelligence,#ai [34] #datascientists,#codenewbies [31] #codenewbies,#tech [30] #programming,#coding [30] courses,#datascientist [30] #coding,#100daysofcode [30] machine,learning Top Word Pairs in Tweet in G7:
[16] #iot,#iiot [14] #digitaltwin,#edgecomputing [14] #edgecomputing,#edgeai [14] #edgeai,#aiethics [14] #digitaltransformation,#digitalenterprise [14] #ai,#aiot [14] #iiot,#ai [14] #5g,#industry40 [14] #digitalenterprise,#digitaltrust [14] #digitaltrust,#iot Top Word Pairs in Tweet in G8:
[45] クラウドアワード2022,において総合グランプリ賞を受賞 [45] ai,クラウドアワード2022 [45] かっこの不正注文検知サービス,plux [45] plux,が [45] が,第16回aspic [45] iot,ai [45] 第16回aspic,iot [2] yoshiakibot,かっこの不正注文検知サービス [2] massason,かっこの不正注文検知サービス Top Word Pairs in Tweet in G9:
[12] #technews,#technology [11] #ml,#rpa [11] #technology,#futuretech [11] #iot,#it [11] #ai,#ml [11] #futuretech,#ai [11] #rpa,#iot [10] #it,#cloud [9] #cloud,#security [6] odyssey,g7 Top Word Pairs in Tweet in G10:
[24] #machinelearning,#iot [23] #analytics,#machinelearning [22] #iot,#ml [18] #flutter,#tech [18] #tech,#tensorflow [18] #ml,#flutter [15] #tensorflow,#smartcities [15] #smartcities,#openai [14] #fintech,#coding [14] #openai,#fintech Top Replied-To in Entire Graph:
Top Replied-To in G1:
Top Replied-To in G2:
Top Replied-To in G8:
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 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: