Tableau: Airbnb(Los Angeles)

With data provided by Inside Airbnb, an interactive dashboard is created for customers based on accommodation features.

Data Source

1. listings.csv.gz
   Detailed listings data such as amenities, zip code and room type.

2. listings.csv
   Summary information and metrics for listings sucha as name, price and number of reviews.

3. reviews.csv
   Date of review and listing id.

Data Preprocessing

1. Create new boolean features for amenities.
   

2. Select features from each dataset.

3. Narrow down the dataset by selecting zip codes of 2 different areas.

   	Hollywood Boulevard
   90019, 90035, 90036	South Robertson
   90046, 90069	West Hollywood
   90048	Carthay
   90068	Hollywood Dell
   	Bay side
   90058	Vernon
   90066, 90230, 90292, 90293	Marina del Rey
   90291	Venice
   90401, 90402, 90403, 90404, 90405	Santa Monica

Interactive Dashboard

Customers can easily find the ideal accommodation by selecting different criterias, such as amenities, room type, bed type and price.

Detailed Presentation

• Check out worksheets and dashboard with Tableau Workbook.
• Check out complete code with Jupyter Notebook.

Skills Acquired

• Pandas: e.g. cleaning data, creating new tables and features
• Tableau: e.g. using filters, parameters and pages to create interactive dashboard