The graph represents a network of 2,292 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 3/7/2023 5:00:33 PM. The network was obtained from Twitter on Wednesday, 08 March 2023 at 12:26 UTC.
The tweets in the network were tweeted over the 2187-day, 0-hour, 46-minute period from Sunday, 12 March 2017 at 00:13 UTC to Wednesday, 08 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 : 2292
Unique Edges : 1929
Edges With Duplicates : 10885
Total Edges : 12814
Number of Edge Types : 9
MentionsInRetweet : 4953
Mentions : 1742
Retweet : 3418
Tweet : 1275
MentionsInQuote : 691
Replies to : 111
Quote : 60
MentionsInReplyTo : 563
MentionsInQuoteReply : 1
Self-Loops : 3058
Reciprocated Vertex Pair Ratio : 0.0257958287596048
Reciprocated Edge Ratio : 0.0502942750133761
Connected Components : 322
Single-Vertex Connected Components : 178
Maximum Vertices in a Connected Component : 1529
Maximum Edges in a Connected Component : 11404
Maximum Geodesic Distance (Diameter) : 11
Average Geodesic Distance : 3.98723
Graph Density : 0.000711868202687045
Modularity : 0.23779
NodeXL Version : 1.0.1.510
Data Import : The graph represents a network of 2,292 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 3/7/2023 5:00:33 PM. The network was obtained from Twitter on Wednesday, 08 March 2023 at 12:26 UTC.
The tweets in the network were tweeted over the 2187-day, 0-hour, 46-minute period from Sunday, 12 March 2017 at 00:13 UTC to Wednesday, 08 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 : 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:
[934] #bigdata,#analytics [902] #iot,#iiot [760] #ai,#machinelearning [608] #python,#rstats [608] #ai,#iot [567] #analytics,#datascience [547] #machinelearning,#iot [535] #datascience,#ai [518] #ai,#ml [431] #healthtech,#smartcity Top Word Pairs in Tweet in G1:
[648] #bigdata,#analytics [448] #python,#rstats [445] #iot,#iiot [401] #analytics,#datascience [366] #datascience,#ai [346] #ai,#machinelearning [324] #iiot,#python [315] #machinelearning,#iot [262] #analytics,#ai [251] #rstats,#tensorflow Top Word Pairs in Tweet in G2:
[414] #csuite,#digitalhealth [414] #healthtech,#smartcity [414] #smartcity,#ata2023 [413] #digitalhealth,#web3 [413] #web3,#cx [413] #ata2023,#datascientist [413] #datascientist,#csuite [412] #vive2023,#healthtech [225] chidambara09,#vive2023 [219] #cx,#ehe Top Word Pairs in Tweet in G3:
[87] #ai,#iot [58] #machinelearning,#iot [47] #ai,#machinelearning [45] #iot,#iiot [44] #bigdata,#analytics [33] future,credit [33] advanced,#robots [33] fully,automate [33] #warehouses,future [33] credit,intengineering Top Word Pairs in Tweet in G4:
[332] #iot,#iiot [215] #iiot,#iotpl [211] #ai,#ml [124] #bigdata,#analytics [115] #iotpl,#iotcl [113] #programming,#coding [106] #ai,#machinelearning [93] #datascience,#analytics [93] #ml,#iot [88] #python,#rstats Top Word Pairs in Tweet in G5:
[62] #ai,#iot [39] #bigdata,#ai [34] #cybersecurity,#bigdata [33] quality,assignment [33] assignment,help [32] #iot,#deeplearning [32] #machinelearning,#datascience [30] #python,#cybersecurity [26] chemistry,#thesis [26] #thesis,#law Top Word Pairs in Tweet in G6:
[16] key,metrics [16] antgrasso,#success [16] #startup,#business [16] #ai,#iot [16] #success,track [16] metrics,#startup [16] #data,#traffic [16] #business,insights [16] #bigdata,#analytics [16] track,#data Top Word Pairs in Tweet in G7:
[60] コンピュータ関係のニュースもすっかりつまらなくなって,どうしてつまらないのかと思えば [60] 投資家の顔色伺いみたいな報道ばっかりなんですよね,5g携帯のニュースがそんなのばっかりで [60] 5g携帯のニュースがそんなのばっかりで,5g網と自動運転車やiotやaiが連動して次世代社会インフラになるんです [60] どうしてつまらないのかと思えば,投資家の顔色伺いみたいな報道ばっかりなんですよね [59] uchujin17,コンピュータ関係のニュースもすっかりつまらなくなって [18] だいたいどこを見ても,5gでiotでビッグデータで機械学習でai [18] it系の展示会に行ったら,だいたいどこを見ても [18] 6年前かな,it系の展示会に行ったら [18] 5gでiotでビッグデータで機械学習でai,と書いてあったでしょ [18] と書いてあったでしょ,いまはほぼ誰も言ってなくて草 Top Word Pairs in Tweet in G8:
[55] #ai,#ml [54] #law,finance [54] exams,#onlineclass [54] help,dm [54] assignment,help [54] dm,#essays [54] chemistry,#thesis [54] #essays,#research [54] #calculus,chemistry [54] #thesis,#law Top Word Pairs in Tweet in G9:
[16] #ar,#vr [16] latest,#metaverse [15] #metaverse,#ar [14] #web3,#ai [13] #gaming,#chatgpt [13] #chatgpt,#iot [13] #iot,#python [13] #vr,#100daysofcode [13] #ai,#artificialintelligence [13] #python,#tech Top Word Pairs in Tweet in G10:
[241] #digitalhealth,#socialmedia [166] #socialmedia,#digitalmarketing [43] #ai,#healthtech [38] #iot,#ai [34] #digitalmarketing,#ai [31] #digitalmarketing,#industry40 [31] #industry40,#iot [31] #digitalmarketing,#mhealth [29] #mhealth,#healthtech [28] #ai,#mhealth 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 G6:
Top Replied-To in G8:
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: