The graph represents a network of 1,226 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 2/16/2023 5:00:35 PM. The network was obtained from Twitter on Friday, 17 February 2023 at 11:41 UTC.
The tweets in the network were tweeted over the 1806-day, 0-hour, 28-minute period from Friday, 09 March 2018 at 00:30 UTC to Friday, 17 February 2023 at 00:59 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 : 1226
Unique Edges : 893
Edges With Duplicates : 14183
Total Edges : 15076
Number of Edge Types : 8
Retweet : 3731
MentionsInRetweet : 5865
Mentions : 1403
MentionsInQuote : 1373
MentionsInReplyTo : 1262
Tweet : 1011
Replies to : 317
Quote : 114
Self-Loops : 4189
Reciprocated Vertex Pair Ratio : 0.0180900294488851
Reciprocated Edge Ratio : 0.0355371900826446
Connected Components : 35
Single-Vertex Connected Components : 24
Maximum Vertices in a Connected Component : 1170
Maximum Edges in a Connected Component : 14989
Maximum Geodesic Distance (Diameter) : 7
Average Geodesic Distance : 3.238835
Graph Density : 0.00161134600659187
Modularity : 0.11638
NodeXL Version : 1.0.1.510
Data Import : The graph represents a network of 1,226 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 2/16/2023 5:00:35 PM. The network was obtained from Twitter on Friday, 17 February 2023 at 11:41 UTC.
The tweets in the network were tweeted over the 1806-day, 0-hour, 28-minute period from Friday, 09 March 2018 at 00:30 UTC to Friday, 17 February 2023 at 00:59 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:
[1642] #iot,#iiot [1236] #bigdata,#analytics [963] #healthtech,#smartcity [954] #smartcity,#5g [950] #datascientist,#csuite [945] #5g,#datascientist [910] #python,#rstats [905] #vive2023,#healthtech [904] #csuite,#digitalhealth [901] #digitalhealth,#web3 Top Word Pairs in Tweet in G1:
[914] #iot,#iiot [448] #bigdata,#devcommunity [448] #iiot,#iotpl [441] #devcommunity,#technology [440] #ai,#ml [379] #ai,#iiot [374] #bigdata,#analytics [362] #technology,#programming [353] #python,#rstats [344] #programming,#ai Top Word Pairs in Tweet in G2:
[453] #bigdata,#analytics [357] #ai,#ml [356] #analytics,#ai [347] #ai,#iiot [339] #iiot,#python [335] #artificialintelligence,#ai [320] #ml,#datascience [313] #python,#rstats [275] #iot,#iiot [266] #datascience,#datascientists Top Word Pairs in Tweet in G3:
[182] #iotpl,#iotcl [141] #iot,#iiot [109] chat,#digital [109] iot,coffee [109] #tech,#iiot [109] welcome,iot [109] coffee,talk [109] #futurist,#tech [109] #digital,#futurist [107] #iiot,#automation Top Word Pairs in Tweet in G4:
[930] #healthtech,#smartcity [918] #datascientist,#csuite [914] #smartcity,#5g [913] #5g,#datascientist [873] #vive2023,#healthtech [872] #csuite,#digitalhealth [869] #digitalhealth,#web3 [856] #web3,#cx [855] #cx,#ehealth [536] chidambara09,#vive2023 Top Word Pairs in Tweet in G5:
[166] #bigdata,#analytics [164] #analytics,#datascience [163] #datascience,#ai [157] #iot,#iiot [142] #ai,#machinelearning [140] #machinelearning,#iot [110] #python,#rstats [99] #iiot,#python [43] #rstats,#tensorflow [40] #iiot,#pytorch Top Word Pairs in Tweet in G6:
[91] #bigdata,#analytics [91] #analytics,#ai [83] #cybersecurity,#bigdata [78] #ai,#iiot [73] #iiot,#python [70] #machinelearning,#datascience [68] #datascience,#sql [63] #sql,#cybersecurity [55] #python,#rstats [34] #linux,basic Top Word Pairs in Tweet in G7:
[78] #machinelearning,#datascience [68] #datascience,#python [67] #python,#ai [66] #100daysofcode,#iot [66] #ai,#100daysofcode [52] #iiot,#5g [47] #iot,#flutter [41] #deeplearning,#fintech [41] #serverless,#cybersecurity [41] #fintech,#covid19 Top Word Pairs in Tweet in G8:
[43] #datascientist,#programming [43] courses,#datascientist [43] #programming,#coding [37] tut_ml,learn [35] #coding,#100daysofcode [30] machine,learning [29] #100daysofcode,#sql [28] learn,machine [20] learning,courses [19] #sql,#py Top Word Pairs in Tweet in G9:
[9] scientists,automation [9] industry,requires [9] deploying,ai [9] made,operators [9] cross,functional [9] ai,heavy [9] heavy,industry [9] operators,data [9] data,scientists [9] teams,made Top Word Pairs in Tweet in G10:
[17] #analytics,#ai [15] #iiot,#python [15] #iot,#iiot [14] #bigdata,#analytics [14] #python,#rstats [12] #ai,#iot [12] #machinelearning,#datascience [11] #webdevelopment,#bigdata [11] #rstats,#tensorflow [11] programmingbuddy,#development 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 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: