Interactive Restaurant Discovery with Shiny

Posted on Jul 30, 2018

https://richiebui.shinyapps.io/Restaurant_Discovery_Shiny/

 

Introduction

Welcome to the world of restaurants that we have yet to discover. There is so much to venture off too, that what we know so far about food has barely begun to scratch the surface. Thankfully, due to Zomato. A online database that helps inform us of all restaurants around the globe. Its like yelp, but international. They are not as popular in the states, but to those who are interested get a sense of wonder of what has left to be discovered. With Zomato, I was able to construct a shiny app displaying the various types restaurants out there.

 

Analysis and Improvements

Overall, this dataset has provided an numerous amounts of data to play with to understand how much we have yet to discover with its tantalizing dishes. It would seem that it is still lacking a hidden bulk of its discovery has still yet to be obtain. In due time, I believe that more and more people will definitely help report more restaurants and review them in its entirety. For now, we will just have to wait...

 

Motivation

The purpose of this project is to visually see the various types of restaurants using an interactive map in R. With the help of the shiny dashboard, I was able to implement the use of R and leaflet to create the visual analysis of the restaurants around the world.

 

Visuals

 

About Author

Richie Bui

Richie Bui has experienced knowledge working with collecting, processing and capturing large datasets while working with Medtronic the past 3 years. Closely working with his colleagues in engineering, product management, and bio-statisticians to gather information on the medical...
View all posts by Richie Bui >

Leave a Comment

No comments found.

View Posts by Categories


Our Recent Popular Posts


View Posts by Tags

#python #trainwithnycdsa 2019 2020 Revenue 3-points agriculture air quality airbnb airline alcohol Alex Baransky algorithm alumni Alumni Interview Alumni Reviews Alumni Spotlight alumni story Alumnus ames dataset ames housing dataset apartment rent API Application artist aws bank loans beautiful soup Best Bootcamp Best Data Science 2019 Best Data Science Bootcamp Best Data Science Bootcamp 2020 Best Ranked Big Data Book Launch Book-Signing bootcamp Bootcamp Alumni Bootcamp Prep boston safety Bundles cake recipe California Cancer Research capstone car price Career Career Day citibike classic cars classpass clustering Coding Course Demo Course Report covid 19 credit credit card crime frequency crops D3.js data data analysis Data Analyst data analytics data for tripadvisor reviews data science Data Science Academy Data Science Bootcamp Data science jobs Data Science Reviews Data Scientist Data Scientist Jobs data visualization database Deep Learning Demo Day Discount disney dplyr drug data e-commerce economy employee employee burnout employer networking environment feature engineering Finance Financial Data Science fitness studio Flask flight delay gbm Get Hired ggplot2 googleVis H20 Hadoop hallmark holiday movie happiness healthcare frauds higgs boson Hiring hiring partner events Hiring Partners hotels housing housing data housing predictions housing price hy-vee Income Industry Experts Injuries Instructor Blog Instructor Interview insurance italki Job Job Placement Jobs Jon Krohn JP Morgan Chase Kaggle Kickstarter las vegas airport lasso regression Lead Data Scienctist Lead Data Scientist leaflet league linear regression Logistic Regression machine learning Maps market matplotlib Medical Research Meet the team meetup methal health miami beach movie music Napoli NBA netflix Networking neural network Neural networks New Courses NHL nlp NYC NYC Data Science nyc data science academy NYC Open Data nyc property NYCDSA NYCDSA Alumni Online Online Bootcamp Online Training Open Data painter pandas Part-time performance phoenix pollutants Portfolio Development precision measurement prediction Prework Programming public safety PwC python Python Data Analysis python machine learning python scrapy python web scraping python webscraping Python Workshop R R Data Analysis R language R Programming R Shiny r studio R Visualization R Workshop R-bloggers random forest Ranking recommendation recommendation system regression Remote remote data science bootcamp Scrapy scrapy visualization seaborn seafood type Selenium sentiment analysis sentiment classification Shiny Shiny Dashboard Spark Special Special Summer Sports statistics streaming Student Interview Student Showcase SVM Switchup Tableau teachers team team performance TensorFlow Testimonial tf-idf Top Data Science Bootcamp Top manufacturing companies Transfers tweets twitter videos visualization wallstreet wallstreetbets web scraping Weekend Course What to expect whiskey whiskeyadvocate wildfire word cloud word2vec XGBoost yelp youtube trending ZORI