Data Scraping, Cleaning, and Analysis

I am really interested in Omakase, and I really want to try some during my postgraduate year in Hong Kong. Therefore, it would really useful to analyse the data of Omasake Reseaurants in OpenRice. I select Kowloon and Hong Kong Island as the areas I would explore. The omakase restaurants in Hong Kong Island is…

Background: In ASSIGNMENT 2, I picked the new restaurant part of OPENRICE. Because I am a person who likes to try new things, I often go out with my friends on weekends to try new dishes and new scenes. So I am especially interested in new restaurants. You can assess my website here. Action: First,…

My second assignment was even more excruciating than the first one. But this assignment allowed me to apply my ability to scrape, clean, and arrange data in the real world, and was a painful and joyful process. You can visit my page by clicking here. OpenRice was the first local software I used when I…

When conducting this assignment, I put myself in the shoes of a tourist with a budget under $200 looking for restaurants with a relatively good reputation in Tsim Sha Tsui, the most prosperous area in Hong Kong. When scraping the data on Parsehub, at first, I only collected the number of comments, likes, and dislikes,…

Hello! Welcome to read my analysis report. In this report, Yuen Long District is chosen as the study area. First, through ParseHub, the information on 1040 restaurants in Yuen Long District in Openrice is collected. Then, I use Python to preprocess the data. There are 840 valid data after removing duplicate and null values. Besides,…

In this assignment, ParseHub was used to help get the data from openrice website. According to my food preference, I chose to scrape the information about Suichuan cuisine restaurant from Hong Kong Island, including restaurant name, address, price range, number of likes, number of dislikes, discounts, and signature dishes, about 13 pages and 204 rows….

I collected the data of Ma On Shan Plaza and MOSTown using Parsehub. These are the two large shopping malls connected by an MTR station in Ma On Shan, Shatin. I always have a meal in these two malls, so I chose these malls to finish my assignment 2. I collected nine pages of data…

The second assignment was another new experience for me. It was like being in touch with actual “big data.” Since I am a hotpot lover, I wanted to address the question of which is the best hot pot restaurant in the New Territories. To get the answer, I pulled all the hotpot restaurants in the…

Web scraping can be useful in the digital age, as it makes it possible to collect extensive information on the internet for data analysis.