The graph represents a network of 1,368 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 3/2/2023 5:00:36 PM. The network was obtained from Twitter on Friday, 03 March 2023 at 11:42 UTC.
The tweets in the network were tweeted over the 1821-day, 0-hour, 59-minute period from Thursday, 08 March 2018 at 00:01 UTC to Friday, 03 March 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 : 1368
Unique Edges : 741
Edges With Duplicates : 13986
Total Edges : 14727
Number of Edge Types : 9
Retweet : 3758
MentionsInRetweet : 6040
Tweet : 877
Mentions : 569
MentionsInReplyTo : 1593
MentionsInQuote : 1128
Replies to : 674
Quote : 85
MentionsInQuoteReply : 3
Self-Loops : 3471
Reciprocated Vertex Pair Ratio : 0.0199252801992528
Reciprocated Edge Ratio : 0.0390720390720391
Connected Components : 32
Single-Vertex Connected Components : 19
Maximum Vertices in a Connected Component : 1315
Maximum Edges in a Connected Component : 14620
Maximum Geodesic Distance (Diameter) : 7
Average Geodesic Distance : 3.334289
Graph Density : 0.00131386439764371
Modularity : 0.129376
NodeXL Version : 1.0.1.510
Data Import : The graph represents a network of 1,368 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 3/2/2023 5:00:36 PM. The network was obtained from Twitter on Friday, 03 March 2023 at 11:42 UTC.
The tweets in the network were tweeted over the 1821-day, 0-hour, 59-minute period from Thursday, 08 March 2018 at 00:01 UTC to Friday, 03 March 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:
[1812] #bigdata,#analytics [1794] #iot,#iiot [1351] #ai,#iiot [1157] #python,#rstats [1037] #iiot,#python [991] #analytics,#ai [958] #ai,#ml [918] #bigdata,#devcommunity [902] #devcommunity,#technology [895] #ai,#machinelearning Top Word Pairs in Tweet in G1:
[673] #iot,#iiot [392] #iiot,#iotpl [388] #iotpl,#iotcl [348] #ai,#ml [224] #bigdata,#analytics [214] iotcommunity,iotchannel [187] iotchannel,iotcommunity [179] #ai,#machinelearning [160] #tech,#iiot [155] #futurist,#tech Top Word Pairs in Tweet in G2:
[983] #bigdata,#analytics [724] #analytics,#ai [719] #iiot,#python [644] #ai,#iiot [633] #machinelearning,#datascience [622] #python,#rstats [566] #datascience,#sql [548] #cybersecurity,#bigdata [508] #iot,#iiot [486] #sql,#cybersecurity Top Word Pairs in Tweet in G3:
[494] #bigdata,#analytics [420] #iot,#iiot [418] #datascience,#ai [415] #analytics,#datascience [405] #ai,#machinelearning [379] #machinelearning,#iot [315] #python,#rstats [223] #iiot,#python [190] #iiot,#pytorch [189] #pytorch,#python Top Word Pairs in Tweet in G4:
[136] #ai,#ml [136] #artificialintelligence,#ai [134] #ml,#datascience [133] #datascience,#datascientists [133] #datascientists,#codenewbies [110] #codenewbies,#tech [82] #tech,#deeplearning [50] cheat,sheet [48] chatgpt,cheat [48] sheet,#artificialintelligence Top Word Pairs in Tweet in G5:
[106] #programming,#coding [106] #datascientist,#programming [104] #coding,#100daysofcode [100] tut_ml,learn [63] #100daysofcode,#sql [61] courses,#datascientist [58] learn,data [56] online,courses [55] data,science [53] science,online Top Word Pairs in Tweet in G6:
[15] #bigdata,#ml [15] #ai,#aiio [15] #aiio,#bigdata [15] #nlu,#futureofwork [15] #ml,#nlu [14] #futureofwork,iiot_world [13] things,iiot [13] iiot,day [12] #iiot,#ai [11] #iot,#iiot Top Word Pairs in Tweet in G7:
[46] #ai,#ml [44] #artificialintelligence,#ai [38] #ml,#datascience [37] #iot,#iiot [34] assignments,projects [34] excel,assignments [32] projects,someone [27] hmu,excel [27] #datascience,#datascientists [27] #datascientists,#codenewbies Top Word Pairs in Tweet in G8:
[774] #bigdata,#devcommunity [768] #devcommunity,#technology [672] #technology,#programming [637] #programming,#ai [599] #ai,#iiot [546] #iiot,#100daysofcode [533] #100daysofcode,#linux [529] #linux,#python [527] #cloudcomputing,#frenchtech [527] #python,#cloudcomputing Top Word Pairs in Tweet in G9:
[9] #machinelearning,#deeplearning [8] survey,#machinelearning [8] 'a,survey [8] #deeplearning,applications [8] kirkdborne,'a [6] emf5g,kirkdborne [6] #iot,#iiot [6] c4isrt,emf5g [6] applications,#mobile [6] rvp,7gtech Top Word Pairs in Tweet in G10:
[46] #ai,#machinelearning [46] #iot,#iiot [46] #machinelearning,#iot [16] #serverless,#flutter [14] #iiot,#cloudcomputing [11] #flutter,#fintech [10] #100daysofcode,cc [10] #coding,#100daysofcode [9] #iiot,#ml [8] #fintech,#cybersecurity Top Replied-To in Entire Graph:
Top Replied-To in G1:
Top Replied-To in G2:
Top Replied-To in G9:
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: