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:

1. Scrape the listings data from the website
2. Explore and clean the data set
3. Build a machine learning model for listing price prediction
4. 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

• Igor Smirnov

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