The graph represents a network of 2,303 Twitter users whose recent tweets contained "iot 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 2/7/2023 5:00:35 PM. The network was obtained from Twitter on Wednesday, 08 February 2023 at 12:27 UTC.
The tweets in the network were tweeted over the 1817-day, 8-hour, 40-minute period from Friday, 16 February 2018 at 16:19 UTC to Wednesday, 08 February 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 : 2303
Unique Edges : 1918
Edges With Duplicates : 12097
Total Edges : 14015
Number of Edge Types : 9
Retweet : 3578
MentionsInRetweet : 5572
Replies to : 206
Mentions : 1271
MentionsInQuote : 920
MentionsInReplyTo : 1146
Tweet : 1184
Quote : 134
MentionsInQuoteReply : 4
Self-Loops : 2870
Reciprocated Vertex Pair Ratio : 0.0377505857849518
Reciprocated Edge Ratio : 0.0727546412443552
Connected Components : 301
Single-Vertex Connected Components : 163
Maximum Vertices in a Connected Component : 1652
Maximum Edges in a Connected Component : 12957
Maximum Geodesic Distance (Diameter) : 14
Average Geodesic Distance : 4.292681
Graph Density : 0.000751861829449971
Modularity : 0.223894
NodeXL Version : 1.0.1.510
Data Import : The graph represents a network of 2,303 Twitter users whose recent tweets contained "iot 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 2/7/2023 5:00:35 PM. The network was obtained from Twitter on Wednesday, 08 February 2023 at 12:27 UTC.
The tweets in the network were tweeted over the 1817-day, 8-hour, 40-minute period from Friday, 16 February 2018 at 16:19 UTC to Wednesday, 08 February 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 : iot 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:
[1166] #iot,#iiot [948] #bigdata,#analytics [706] #python,#rstats [691] #ai,#ml [604] #ai,#machinelearning [560] #analytics,#datascience [493] #datascience,#ai [457] #analytics,#ai [449] #machinelearning,#iot [449] #iiot,#python Top Word Pairs in Tweet in G1:
[609] #iot,#iiot [382] #ai,#ml [356] #iiot,#iotpl [351] #bigdata,#analytics [262] #ai,#machinelearning [260] #iotpl,#iotcl [258] #python,#rstats [207] #analytics,#ai [187] #datascience,#bigdata [185] #datascience,#ai Top Word Pairs in Tweet in G2:
[97] #ai,#iot [69] #iot,#iiot [54] #ai,#machinelearning [53] #ai,#ml [44] #bigdata,#analytics [40] #deeplearning,#iot [40] #iot,cc [39] #ai,#deeplearning [37] #machinelearning,#iot [36] #iot,#bigdata Top Word Pairs in Tweet in G3:
[237] #bigdata,#analytics [219] #artificialintelligence,#ai [205] #machinelearning,#datascience [203] #analytics,#ai [195] #iiot,#python [194] #ai,#iiot [194] #python,#rstats [192] #ai,#ml [166] #cybersecurity,#bigdata [158] #ml,#datascience Top Word Pairs in Tweet in G4:
[117] #iotpl,#iotcl [83] #iot,#iiot [63] #automation,#iot [61] #digital,#futurist [61] welcome,iot [61] coffee,talk [61] #futurist,#tech [61] iot,coffee [61] #tech,#iiot [61] chat,#digital Top Word Pairs in Tweet in G5:
[55] #ai,#iot [24] #iot,#ai [23] #bigdata,#ai [20] #essays,#research [20] #onlineclass,#calculus [20] dm,#essays [20] exams,#onlineclass [20] #thesis,#law [20] chemistry,#thesis [20] assignment,help Top Word Pairs in Tweet in G6:
[262] #bigdata,#analytics [255] #analytics,#datascience [248] #iot,#iiot [194] #datascience,#ai [192] #python,#rstats [191] #ai,#machinelearning [174] #machinelearning,#iot [141] #iiot,#python [95] #rstats,#tensorflow [89] #iiot,#pytorch Top Word Pairs in Tweet in G7:
[57] deeds_nuts,jasmy [46] #ai,#artificialintelligence [45] #web3,#ai [45] #iot,#web3 [37] jasmy,#iot [25] market,cap [24] jasmy,top [24] cap,jasmy [24] #jasmy,coin [24] 100,market Top Word Pairs in Tweet in G8:
[16] #iot,#ai [11] #ml,#rpa [11] #technology,#futuretech [11] #iot,#it [11] #it,#cloud [11] #cloud,#security [11] #ai,#5g [11] #technews,#technology [11] #rpa,#iot [10] #cloud,#edge Top Word Pairs in Tweet in G9:
[3] yukarikingdom18,mhall55nine [3] sminaev2015,chantalsimonato [3] chantalsimonato,angelicagallegs [3] angelicagallegs,yukarikingdom18 [3] frisesally,sminaev2015 [3] mhall55nine,eoff_sylvia [3] eoff_sylvia,semicvet50 [2] semicvet50,brindusab [2] arnabch01,frisesally Top Word Pairs in Tweet in G10:
[74] #digitalhealth,#socialmedia [42] #socialmedia,#digitalmarketing [41] #microsoft,#chatgpt [41] #chatgpt,#data [41] #data4good,#datascience [41] #datascience,#microsoft [25] #data,#ai [19] #digitalmarketing,#ai [18] vetted,#remote [18] match,hire 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 G7:
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: