The graph represents a network of 1,322 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 1/12/2023 5:00:35 PM. The network was obtained from Twitter on Friday, 13 January 2023 at 11:41 UTC.
The tweets in the network were tweeted over the 1760-day, 15-hour, 14-minute period from Monday, 19 March 2018 at 09:45 UTC to Friday, 13 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 : 1322
Unique Edges : 748
Edges With Duplicates : 11182
Total Edges : 11930
Number of Edge Types : 9
Retweet : 3874
MentionsInRetweet : 4993
Mentions : 678
Tweet : 1127
MentionsInQuote : 738
MentionsInReplyTo : 227
Replies to : 242
MentionsInQuoteReply : 6
Quote : 45
Self-Loops : 3067
Reciprocated Vertex Pair Ratio : 0.0156433320297223
Reciprocated Edge Ratio : 0.0308047747400847
Connected Components : 35
Single-Vertex Connected Components : 24
Maximum Vertices in a Connected Component : 1258
Maximum Edges in a Connected Component : 11838
Maximum Geodesic Distance (Diameter) : 11
Average Geodesic Distance : 3.451994
Graph Density : 0.00148709145068434
Modularity : 0.157513
NodeXL Version : 1.0.1.508
Data Import : The graph represents a network of 1,322 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 1/12/2023 5:00:35 PM. The network was obtained from Twitter on Friday, 13 January 2023 at 11:41 UTC.
The tweets in the network were tweeted over the 1760-day, 15-hour, 14-minute period from Monday, 19 March 2018 at 09:45 UTC to Friday, 13 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 : 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:
[2133] #bigdata,#analytics [1917] #iot,#iiot [1380] #python,#rstats [1184] #analytics,#ai [1171] #iiot,#python [1088] #ai,#iiot [1071] #analytics,#datascience [1027] #datascience,#ai [1026] #ai,#machinelearning [962] #machinelearning,#datascience Top Word Pairs in Tweet in G1:
[1026] #bigdata,#analytics [797] #ai,#iiot [699] #iot,#iiot [693] #machinelearning,#datascience [692] #analytics,#ai [650] #iiot,#python [638] #python,#rstats [565] #datascience,#sql [524] #ai,#ml [496] #cybersecurity,#bigdata Top Word Pairs in Tweet in G2:
[420] #iot,#iiot [349] #iiot,#iotpl [284] #ai,#ml [189] #iotpl,#iotcl [163] #programming,#coding [155] #bigdata,#analytics [155] #analytics,#ai [145] #ai,#machinelearning [141] #ml,#iot [134] #100daysofcode,#devcommunity Top Word Pairs in Tweet in G3:
[404] #bigdata,#analytics [403] #analytics,#datascience [397] #iot,#iiot [395] #datascience,#ai [333] #ai,#machinelearning [312] #machinelearning,#iot [305] #python,#rstats [206] #iiot,#python [137] #rstats,#tensorflow [126] #iiot,#pytorch Top Word Pairs in Tweet in G4:
[98] #healthtech,#smartcity [90] #smartcity,#datascientist [86] #web3,#cx [86] #digitalhealth,#web3 [86] #csuite,#digitalhealth [86] #datascientist,#csuite [86] #cx,#ehealth [86] #ehealth,#finserv [68] #iot,#iiot [54] #innovation,#iot Top Word Pairs in Tweet in G5:
[277] #bigdata,#analytics [206] #cybersecurity,#bigdata [199] #analytics,#ai [195] #datascience,#sql [191] #sql,#cybersecurity [170] #iiot,#python [169] #ai,#iiot [165] #python,#rstats [165] #machinelearning,#datascience [67] #datascience,#ai Top Word Pairs in Tweet in G6:
[165] #digital,#futurist [165] chat,#digital [165] welcome,iot [165] iot,coffee [165] coffee,talk [165] #futurist,#tech [164] #tech,#iiot [150] #iiot,#automation [140] #automation,#iot [139] #iotpl,#iotcl Top Word Pairs in Tweet in G7:
[62] #ml,#datascience [61] #ai,#ml [61] #artificialintelligence,#ai [59] #datascience,#datascientists [58] #datascientists,#codenewbies [58] #codenewbies,#tech [44] #bigdata,#analytics [42] #iot,#iiot [38] #programming,#coding [37] #datascientist,#programming Top Word Pairs in Tweet in G8:
[40] #digitaltransformation,#machinelearning [21] #bigdata,#artificialintelligence [21] #machinelearning,#bigdata [20] #blockchain,mckinsey [20] mckinsey,#digitaltransformation [20] business,value [20] value,#blockchain [20] strategic,business [19] r_demidchuk,strategic [19] #metaverse,ecosystem Top Word Pairs in Tweet in G9:
[11] #web3,#cx [11] #smartcity,#datascientist [11] #csuite,#digitalhealth [11] #cx,#ehealth [11] #digitalhealth,#web3 [11] #healthtech,#smartcity [11] #datascientist,#csuite [11] #ehealth,#finserv [11] chidambara09,#healthtech [9] #iot,#iiot Top Word Pairs in Tweet in G10:
[64] #iot,#iiot [34] #javascript,#reactjs [33] #iiot,#pytorch [28] #python,#iot [24] #bigdata,#analytics [21] #iiot,#azure [20] #pytorch,#cython [20] #reactjs,#wordpress [19] #azure,#pytorch [19] #security,#defi 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 G4:
Top Replied-To in G5:
Top Replied-To in G10:
Top Mentioned in Entire Graph:
Top Mentioned in G1:
Top Mentioned in G2:
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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: