The graph represents a network of 1,327 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 3/9/2023 5:00:36 PM. The network was obtained from Twitter on Friday, 10 March 2023 at 11:41 UTC.
The tweets in the network were tweeted over the 1827-day, 0-hour, 27-minute period from Friday, 09 March 2018 at 00:30 UTC to Friday, 10 March 2023 at 00:58 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 : 1327
Unique Edges : 740
Edges With Duplicates : 11703
Total Edges : 12443
Number of Edge Types : 8
Retweet : 3680
MentionsInRetweet : 4708
Tweet : 1252
Mentions : 630
Replies to : 86
MentionsInReplyTo : 856
Quote : 135
MentionsInQuote : 1096
Self-Loops : 2247
Reciprocated Vertex Pair Ratio : 0.0193358554014292
Reciprocated Edge Ratio : 0.0379381443298969
Connected Components : 31
Single-Vertex Connected Components : 24
Maximum Vertices in a Connected Component : 1288
Maximum Edges in a Connected Component : 12383
Maximum Geodesic Distance (Diameter) : 9
Average Geodesic Distance : 3.217905
Graph Density : 0.00137815255949925
Modularity : 0.149166
NodeXL Version : 1.0.1.510
Data Import : The graph represents a network of 1,327 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 3/9/2023 5:00:36 PM. The network was obtained from Twitter on Friday, 10 March 2023 at 11:41 UTC.
The tweets in the network were tweeted over the 1827-day, 0-hour, 27-minute period from Friday, 09 March 2018 at 00:30 UTC to Friday, 10 March 2023 at 00:58 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:
[2466] #bigdata,#analytics [1852] #iot,#iiot [1601] #python,#rstats [1567] #analytics,#ai [1482] #ai,#iiot [1367] #cybersecurity,#bigdata [1328] #iiot,#python [1284] #datascience,#sql [1229] #machinelearning,#datascience [1142] #sql,#cybersecurity Top Word Pairs in Tweet in G1:
[276] #iotpl,#iotcl [184] #iot,#iiot [123] coffee,talk [122] #tech,#iiot [121] chat,#digital [121] iot,coffee [121] welcome,iot [121] #futurist,#tech [121] #digital,#futurist [116] #automation,#iot Top Word Pairs in Tweet in G2:
[460] #iot,#iiot [457] #bigdata,#analytics [456] #analytics,#datascience [435] #datascience,#ai [402] #ai,#machinelearning [392] #machinelearning,#iot [346] #python,#rstats [328] #iiot,#pytorch [314] #pytorch,#python [113] #iiot,#python Top Word Pairs in Tweet in G3:
[438] #iot,#iiot [266] #ai,#ml [261] #iiot,#iotpl [187] #iotpl,#iotcl [156] #bigdata,#analytics [121] #analytics,#ai [112] #tech,#emergingtech [109] #programming,#coding [109] #python,#rstats [105] iotcommunity,iotchannel Top Word Pairs in Tweet in G4:
[305] #bigdata,#analytics [253] #python,#rstats [248] #cybersecurity,#bigdata [247] #ai,#iiot [238] #iiot,#python [219] #analytics,#ai [214] #sql,#cybersecurity [211] #datascience,#sql [173] #machinelearning,#datascience [160] #rstats,#tensorflow Top Word Pairs in Tweet in G5:
[1336] #bigdata,#analytics [1118] #analytics,#ai [1062] #ai,#iiot [957] #cybersecurity,#bigdata [946] #datascience,#sql [904] #machinelearning,#datascience [835] #iiot,#python [805] #sql,#cybersecurity [770] #python,#rstats [561] #rstats,#tensorflow Top Word Pairs in Tweet in G6:
[64] #iot,#iiot [44] #bigdata,#analytics [32] #smartcity,#5g [32] #healthtech,#smartcity [32] #digitalhealth,#web3 [32] #csuite,#digitalhealth [32] #datascientist,#csuite [32] #vive2023,#healthtech [32] #5g,#datascientist [31] #python,#rstats Top Word Pairs in Tweet in G7:
[48] #ai,#ml [48] #ml,#datascience [48] #artificialintelligence,#ai [47] #datascience,#datascientists [47] #datascientists,#codenewbies [43] #bigdata,#analytics [39] #codenewbies,#tech [35] #ai,#iiot [35] #iot,#iiot [28] online,courses Top Word Pairs in Tweet in G8:
[11] #iot,#iiot [8] #ai,#iiot [8] #analytics,#ai [8] #ai,#ml [8] #machinelearning,#datascience [8] #iiot,#python [7] #python,#rstats [7] #bigdata,#ai [7] #cloudcomputing,#serverless [7] #reactjs,#cloudcomputing Top Word Pairs in Tweet in G9:
[30] #iot,#iiot [29] #iiot,#pytorch [27] #javascript,#reactjs [27] #python,#iot [14] #100daysofcode,#cybersecurity [14] #cybersecurity,#python [14] thought,done [14] #ad,#javascript [14] #wordpress,#security [14] #security,#defi Top Word Pairs in Tweet in G10:
[16] #bigdata,#devcommunity [10] #devcommunity,#technology [8] #programming,#ai [8] #technology,#programming [7] going,kill [7] bitcoin,update [7] update,#bigdata [7] hot,pce [7] soft,landing [7] #ai,#iiot Top Replied-To in Entire Graph:
Top Replied-To in G1:
Top Replied-To in G3:
Top Replied-To in G6:
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: