The graph represents a network of 2,162 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 1/10/2023 5:00:34 PM. The network was obtained from Twitter on Wednesday, 11 January 2023 at 12:26 UTC.
The tweets in the network were tweeted over the 2009-day, 14-hour, 0-minute period from Tuesday, 11 July 2017 at 11:00 UTC to Wednesday, 11 January 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 : 2162
Unique Edges : 2035
Edges With Duplicates : 10710
Total Edges : 12745
Number of Edge Types : 9
Retweet : 3633
MentionsInRetweet : 5435
Tweet : 1267
Mentions : 1317
Replies to : 92
MentionsInReplyTo : 429
MentionsInQuote : 541
Quote : 29
MentionsInQuoteReply : 2
Self-Loops : 2537
Reciprocated Vertex Pair Ratio : 0.0381623723869713
Reciprocated Edge Ratio : 0.0735190821821587
Connected Components : 279
Single-Vertex Connected Components : 171
Maximum Vertices in a Connected Component : 1516
Maximum Edges in a Connected Component : 11677
Maximum Geodesic Distance (Diameter) : 10
Average Geodesic Distance : 3.728088
Graph Density : 0.000914153475902178
Modularity : 0.252085
NodeXL Version : 1.0.1.508
Data Import : The graph represents a network of 2,162 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 1/10/2023 5:00:34 PM. The network was obtained from Twitter on Wednesday, 11 January 2023 at 12:26 UTC.
The tweets in the network were tweeted over the 2009-day, 14-hour, 0-minute period from Tuesday, 11 July 2017 at 11:00 UTC to Wednesday, 11 January 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:
[1099] #iot,#iiot [1092] #bigdata,#analytics [775] #ai,#machinelearning [730] #ai,#iot [726] #analytics,#datascience [713] #python,#rstats [709] #datascience,#ai [675] #ai,#ml [662] #machinelearning,#iot [460] #iiot,#python Top Word Pairs in Tweet in G1:
[630] #bigdata,#analytics [530] #iot,#iiot [434] #python,#rstats [410] #analytics,#datascience [378] #ai,#ml [364] #ml,#datascience [363] #datascience,#ai [361] #iiot,#python [357] #artificialintelligence,#ai [353] #ai,#machinelearning Top Word Pairs in Tweet in G2:
[155] #ai,#iot [84] #iot,#5g [75] #innovation,#iot [71] #bigdata,#analytics [71] #datascience,#bigdata [65] #tech,#innovation [50] khulood_almani,#chatgpt [48] office,change [48] workplace,#ai [48] change,workplace Top Word Pairs in Tweet in G3:
[337] #iot,#iiot [259] #iiot,#iotpl [225] #ai,#ml [154] #iotpl,#iotcl [139] #analytics,#ai [138] #ai,#machinelearning [137] #programming,#coding [130] #bigdata,#analytics [129] #datascience,#analytics [114] #ml,#machinelearning Top Word Pairs in Tweet in G4:
[52] #ai,#iot [26] #datascience,#machinelearning [26] #nlp,#robots [25] #iot,#bigdata [24] #machinelearning,#deeplearning [24] #robots,#ai [24] #insurance,#nlp [24] #deeplearning,#insurance [22] #iot,#ai [13] ai,iot Top Word Pairs in Tweet in G5:
[207] #bigdata,#analytics [195] #analytics,#datascience [195] #datascience,#ai [194] #iot,#iiot [190] #ai,#machinelearning [189] #machinelearning,#iot [127] #python,#rstats [70] #iiot,#python [64] #pytorch,#python [63] #iiot,#pytorch Top Word Pairs in Tweet in G6:
[112] otan,radicalizou [112] judiciário,ffaa [112] nato,otan [112] periférica,ocidental [112] radicalizou,vem [112] ffaa,elite [112] elite,periférica [112] doutrinando,judiciário [112] estou,gritando [112] vem,doutrinando Top Word Pairs in Tweet in G7:
[71] #digitalhealth,#socialmedia [29] #socialmedia,#digitalmarketing [18] gt,gt [17] #ces2023,#smarthealth [13] byju's,seeks [13] recast,billion [13] time,lenders [13] lenders,recast [13] more,time [13] seeks,more Top Word Pairs in Tweet in G8:
[65] #ai,#iot [29] #machinelearning,#ai [28] #iot,#bigdata [24] ht,mikequindazzi [19] #iot,mt [19] #ai,#selfdrivingcars [18] #ml,#dl [18] #dl,#iot [18] #ai,#ml [18] #selfdrivingcars,#iot Top Word Pairs in Tweet in G9:
[39] #ai,#machinelearning [39] #analytics,#datascience [39] applications,machine [39] learning,#bigdata [39] #datascience,#ai [39] machine,learning [39] #machinelearning,#iot [39] #bigdata,#analytics [39] #iot,#python [39] #python,#rstats Top Word Pairs in Tweet in G10:
[16] decade,automation [16] rpa,5g [16] edge,compute [16] technology,trends [16] 5g,iot [16] shape,coming [16] 10,technology [16] automation,rpa [16] cloud,edge [16] coming,decade Top Replied-To in Entire Graph:
Top Replied-To in G2:
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: