Educational project about Data Science
We're implementing an example Data Science project from scratch using the Airbnb website as a data source.
Project steps:
- Scrape the listings data from the website
- Explore and clean the data set
- Build a machine learning model for listing price prediction
- Based on the model, develop a tool (e.g. Chrome extension) to help users navigate
Series of articles on Medium:
- Part 0 - Intro to the project
- Part 1 - Scrape the data from Airbnb website
- Part 2 - More details to Web Scraping
Webinars on Youtube:
- Scraping Airbnb website with Python and Beautiful Soup
- Scraping Airbnb website with Python and Selenium
- Airbnb data cleaning
Authors
A data scientist with more than 10 years of industry experience performing data analysis. Since 2015 is more focused on b2c domain. Loves the customers