• Write a shiny app with a Readme.md
• Deploy the app on the local server
• Share server and ui codes on github
• Write a 5 slides pitch using RMD presentation.
• Add the presentation in the repo

• Some form of input (widget: textbox, radio button, checkbox, ...)
• Some operation on the ui input in server.R
• Reactive output displayed as a result of server calculations
• User friendly
• Shiny doc only

1. App directory (Shiny)
2. Presentation directory
3. Scripts directory (includes all other types of scripts such as the preprocessing scipt)

• Find the "average availability over 30 days" of listings per each city.
• Find the "average revenue of over 30 days" of listings per each city.
• Compare the distribution of estimated availability for the next 30 days of listings per each city.
• Compare the distribution of estimated revenue for the next 30 days of listings per each city.
• Compare the distribution of estimated revenue for the next 30 days of listings per each city & for each house size (# of bedrooms). --> remove NaN
• Compare the distribution of estimated revenue for the next 30 days of listings per each city & for each room type (room_type). --> élargir les viz

For each city :

• What is the proportion of each room type?
• What is the proportion of each house size (# of bedroom)?
• What is the proportion of each neighborhood?
• What is the average availability over the next 30 days for each room type / house size / neighborhood? -> Metric
• What is the average revenue over the next 30 days for each room type / house size / neighborhood? -> Metric
• What is the distribution of availability over the next 30 days for each room type / house size / neighborhood? -> Distrib plot
• What is the distribution of revenue over the next 30 days for each room type / house size / neighborhood? -> Distrib plot

For each city :

• Fetch the price of squaremeter in each city : fixed cost
• Fetch the price of the electricity and water in each city : variable cost
• Compute the breakeven point in days and in € : Fixed Cost / (Income-variable cost)