The graph represents a network of 1,317 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 2/2/2023 5:00:34 PM. The network was obtained from Twitter on Friday, 03 February 2023 at 11:41 UTC.
The tweets in the network were tweeted over the 1763-day, 16-hour, 1-minute period from Friday, 06 April 2018 at 08:52 UTC to Friday, 03 February 2023 at 00:53 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 : 1317
Unique Edges : 832
Edges With Duplicates : 11671
Total Edges : 12503
Number of Edge Types : 9
Retweet : 3479
MentionsInRetweet : 4762
Tweet : 1218
MentionsInQuoteReply : 2
MentionsInQuote : 977
Replies to : 70
Quote : 63
MentionsInReplyTo : 580
Mentions : 1352
Self-Loops : 3360
Reciprocated Vertex Pair Ratio : 0.0228310502283105
Reciprocated Edge Ratio : 0.0446428571428571
Connected Components : 49
Single-Vertex Connected Components : 35
Maximum Vertices in a Connected Component : 1239
Maximum Edges in a Connected Component : 12347
Maximum Geodesic Distance (Diameter) : 8
Average Geodesic Distance : 3.38559
Graph Density : 0.00142167078628088
Modularity : 0.150088
NodeXL Version : 1.0.1.508
Data Import : The graph represents a network of 1,317 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 2/2/2023 5:00:34 PM. The network was obtained from Twitter on Friday, 03 February 2023 at 11:41 UTC.
The tweets in the network were tweeted over the 1763-day, 16-hour, 1-minute period from Friday, 06 April 2018 at 08:52 UTC to Friday, 03 February 2023 at 00:53 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:
[1654] #bigdata,#analytics [1490] #iot,#iiot [1104] #analytics,#ai [1019] #python,#rstats [906] #ai,#ml [843] #ai,#iiot [820] #iiot,#python [810] #machinelearning,#datascience [796] #smartcity,#5g [796] #datascientist,#csuite Top Word Pairs in Tweet in G1:
[1001] #bigdata,#analytics [702] #analytics,#ai [685] #iot,#iiot [620] #ai,#iiot [603] #python,#rstats [594] #iiot,#python [563] #ai,#ml [556] #ml,#datascience [546] #machinelearning,#datascience [540] #artificialintelligence,#ai Top Word Pairs in Tweet in G2:
[201] #iotpl,#iotcl [157] chat,#digital [157] iot,coffee [157] #futurist,#tech [157] coffee,talk [157] #digital,#futurist [157] #tech,#iiot [157] welcome,iot [152] #iiot,#automation [149] #automation,#iot Top Word Pairs in Tweet in G3:
[465] #iot,#iiot [368] #iiot,#iotpl [306] #ai,#ml [221] #iotpl,#iotcl [181] #bigdata,#analytics [166] #programming,#coding [166] #ai,#machinelearning [146] #analytics,#ai [127] #ml,#iot [127] #ml,#machinelearning Top Word Pairs in Tweet in G4:
[161] #bigdata,#analytics [143] #analytics,#ai [137] #ai,#iiot [137] #datascience,#sql [124] #cybersecurity,#bigdata [122] #sql,#cybersecurity [116] #machinelearning,#datascience [116] #iiot,#python [89] #python,#rstats [59] #coding,#100daysofcode Top Word Pairs in Tweet in G5:
[770] #healthtech,#smartcity [770] #datascientist,#csuite [769] #csuite,#digitalhealth [769] #web3,#cx [769] #cx,#ehealth [769] #digitalhealth,#web3 [767] #smartcity,#5g [767] #5g,#datascientist [765] #vive2023,#healthtech [475] chidambara09,#vive2023 Top Word Pairs in Tweet in G6:
[45] #bigdata,#analytics [41] #iot,#iiot [31] #iiot,#python [29] #ai,#machinelearning [29] #machinelearning,#iot [26] #analytics,#ai [26] #machinelearning,#bigdata [22] #ai,#iot [22] #cybersecurity,#bigdata [21] koutsoukos,youtube Top Word Pairs in Tweet in G7:
[46] #machinelearning,#datascience [43] #datascience,#python [42] #ai,#100daysofcode [42] #100daysofcode,#iot [42] #python,#ai [37] #ai,#python [37] #python,#rstats [36] #machinelearning,#ai [31] #rstats,#rectajs [31] #analytics,#5g Top Word Pairs in Tweet in G8:
[54] #bigdata,#analytics [50] #python,#rstats [47] #ai,#machinelearning [47] #iot,#iiot [46] #analytics,#datascience [46] #datascience,#ai [45] #machinelearning,#iot [45] #pytorch,#python [45] #iiot,#pytorch [35] #rstats,#tensorflow Top Word Pairs in Tweet in G9:
[79] #bigdata,#analytics [55] #python,#rstats [52] #datascience,#ai [51] #analytics,#datascience [50] #machinelearning,#iot [50] #iot,#iiot [50] #ai,#machinelearning [49] #iiot,#pytorch [49] #pytorch,#python [46] #aai,#bigdata Top Word Pairs in Tweet in G10:
[9] #bigdata,#analytics [5] eoff_sylvia,montynishimura [5] mhall55nine,eoff_sylvia [5] yukarikingdom18,mhall55nine [5] bperrionni,semicvet50 [5] #python,#rstats [5] #ai,#iiot [5] #machinelearning,#datascience [5] angelicagallegs,yukarikingdom18 [5] #iot,#iiot 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 G9:
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: