Scrapping property information from Airbnb listings from downtown Toronto, specifically for any given week and a booking of 2 guests. The scraped data is then stored in an Excel (.csv) file for further analysis or reference. Examples of insights derived from this dataset are found in the file "Example-Insights.md".
| Variable | Data Type | Description |
|---|---|---|
| Title | string | Title of the listing |
| Summary | string | Description of the listing |
| Price per night (CAD) | int | Price per night in Canadian Dollars |
| Sale price (CAD) | int | Sale price in Canadian Dollars |
| Number of guests | int | Number of guests the listing accommodates |
| Number of bedrooms | int | Number of bedrooms in the listing |
| Number of beds | int | Number of beds in the listing |
| Number of bathrooms | float | Number of bathrooms in the listing |
| Unavailable amenities shown | string (list) | Amenities crossed out on the main page of the listing |
| Number of amenities | int | Total number of amenities available |
| Overall rating | float | Overall rating of the listing |
| Number of reviews | int | Number of reviews for the listing |
| Cleanliness | float | Cleanliness rating of the listing |
| Accuracy | float | Accuracy rating of the listing |
| Check-in | float | Check-in rating of the listing |
| Communication | float | Communication rating of the listing |
| Location | float | Location rating of the listing |
| Value | float | Value rating of the listing |
| Title clean | string (list) | Processed text data from 'Title' column |
| downtown, condo, ..., sanctuary | binary | '1' if word was used to describe the listing, '0' otherwise |
| Kitchen, Wifi, ..., Shared outdoor pool – available seasonally, open specific hours | binary | '1' if the amenity is available on the property (of those visible on the main page of the listing), '0' otherwise |