The graph represents a network of 1,593 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 12/29/2022 5:00:32 PM. The network was obtained from Twitter on Friday, 30 December 2022 at 11:42 UTC.
The tweets in the network were tweeted over the 1758-day, 0-hour, 59-minute period from Thursday, 08 March 2018 at 00:01 UTC to Friday, 30 December 2022 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 : 1593
Unique Edges : 919
Edges With Duplicates : 12163
Total Edges : 13082
Number of Edge Types : 8
Retweet : 3735
MentionsInRetweet : 4891
Mentions : 2394
Tweet : 712
MentionsInQuote : 738
MentionsInReplyTo : 304
Quote : 64
Replies to : 244
Self-Loops : 3988
Reciprocated Vertex Pair Ratio : 0.0143435086428834
Reciprocated Edge Ratio : 0.028281363306744
Connected Components : 34
Single-Vertex Connected Components : 24
Maximum Vertices in a Connected Component : 1515
Maximum Edges in a Connected Component : 12418
Maximum Geodesic Distance (Diameter) : 8
Average Geodesic Distance : 3.301022
Graph Density : 0.00108751541764062
Modularity : 0.161684
NodeXL Version : 1.0.1.508
Data Import : The graph represents a network of 1,593 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 12/29/2022 5:00:32 PM. The network was obtained from Twitter on Friday, 30 December 2022 at 11:42 UTC.
The tweets in the network were tweeted over the 1758-day, 0-hour, 59-minute period from Thursday, 08 March 2018 at 00:01 UTC to Friday, 30 December 2022 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:
[1849] #iot,#iiot [1612] #bigdata,#analytics [1388] #ai,#iiot [1293] #datascientist,#csuite [1293] #healthtech,#smartcity [1293] #smartcity,#datascientist [1291] #ehealth,#finserv [1291] #cx,#ehealth [1291] #web3,#cx [1291] #digitalhealth,#web3 Top Word Pairs in Tweet in G1:
[542] #bigdata,#analytics [536] #machinelearning,#iot [536] #ai,#machinelearning [530] #iot,#iiot [527] #datascience,#ai [526] #analytics,#datascience [410] #python,#rstats [348] #rstats,#tensorflow [337] #pytorch,#python [332] #iiot,#pytorch Top Word Pairs in Tweet in G2:
[485] #iot,#iiot [410] #ai,#ml [314] #iiot,#iotpl [231] #iotpl,#iotcl [213] #bigdata,#analytics [207] #analytics,#ai [190] #ai,#machinelearning [177] #programming,#coding [151] #datascience,#analytics [148] #python,#rstats Top Word Pairs in Tweet in G3:
[1293] #datascientist,#csuite [1293] #smartcity,#datascientist [1293] #healthtech,#smartcity [1291] #ehealth,#finserv [1291] #web3,#cx [1291] #csuite,#digitalhealth [1291] #digitalhealth,#web3 [1291] #cx,#ehealth [756] chidambara09,#healthtech [669] #finserv,#clou Top Word Pairs in Tweet in G4:
[483] #ai,#iiot [415] #bigdata,#devcommunity [406] #devcommunity,#technology [347] #technology,#programming [337] #programming,#ai [247] #bigdata,#analytics [241] #iiot,#100daysofcode [224] #iot,#iiot [219] #100daysofcode,#linux [214] #linux,#python Top Word Pairs in Tweet in G5:
[86] #programming,#coding [86] #datascientist,#programming [82] online,courses [82] courses,#datascientist [46] #coding,#100daysofcode [44] learn,data [42] #100daysofcode,#sql [41] data,science [41] learn,statistics [40] tut_ml,learn Top Word Pairs in Tweet in G6:
[61] #bigdata,#analytics [57] cheat,sheet [51] #machinelearning,#datascience [50] #cybersecurity,#bigdata [49] #sql,#cybersecurity [49] #datascience,#sql [34] #datascience,#datascientists [34] #ai,#ml [33] #ml,#datascience [33] #artificialintelligence,#ai Top Word Pairs in Tweet in G7:
[127] #bigdata,#analytics [113] #cybersecurity,#bigdata [113] #ai,#iiot [113] #analytics,#ai [110] #machinelearning,#datascience [109] #iiot,#python [108] #datascience,#sql [108] #sql,#cybersecurity [81] #python,#rstats [37] #rstats,#tensorflow Top Word Pairs in Tweet in G8:
[38] #bigdata,#analytics [29] #iot,#iiot [23] #ai,#machinelearning [22] 35,research [22] #cybersecurity,35 [22] #deeplearning,techniques [22] research,paper [22] #datascience,#ai [22] techniques,#cybersecurity [21] kirkdborne,#deeplearning Top Word Pairs in Tweet in G9:
[27] #ai,#iiot [27] #bigdata,#ai [26] call,#machinelearning [25] #javascript,#nodejs [25] #sql,#bigdata [25] #bot,#onlyfans [25] #onlyfans,#usa [25] #usa,#zonauang [19] #rstats,#javascript [15] convert,website Top Word Pairs in Tweet in G10:
[234] #iot,#iiot [187] #javascript,#reactjs [144] #iiot,#pytorch [133] #python,#iot [124] #reactjs,#wordpress [107] #wordpress,#security [100] #security,#defi [82] #ad,#javascript [82] #pytorch,#ad [73] #fintech,#insurtech Top Replied-To in Entire Graph:
Top Replied-To in G2:
Top Replied-To in G3:
Top Replied-To in G10:
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: