Questions
Discuss among the team and come up with five distinct question classes relevant to the Yelp dataset.
Here is a simple question class provided as an example that has only one variable.
How many businesses have more than X review counts?
Three example of specific questions in this class are:
- How many businesses have more than 1000 review counts?
- How many businesses have more than 500 review counts?
- How many businesses have more than 100 review counts?
Come up with five additional question classes. Each must have two or three variables.
For a given state and ambience, how many businesses are there at each star rating?
Three example of specific questions in this class are:
- How many businesses have 4.5 stars
- How many businesses have 2 stars
- How many businesses have 4 stars
Alcohol and ratings
Three example of specific questions in this class are:
- How many businesses have 5 stars and no alcohol
- How many businesses have 3 stars and have no full bar
- How many businesses have 4 stars and have wine and beer
Price Range and Noise level
Three example of specific questions in this class are: - How many businesses are at price range 2 and are loud
- How many businesses are at price range 3 and are loud
- How many businesses are at price range 4 and are quiet
Review Counts and Meals
Three example of specific questions in this class are:
- How many businesses have 10 or more reviews and are good for lunch?
- How many businesses have 20 or more reviews and are good for dinner?
- How many businesses have 10 or more reviews and are good for brunch?
Meals and ratings
Three example of specific questions in this class are:
- How many businesses with 3 or more stars are good for lunch?
- How many businesses with 4 or more stars are good for brunch?
- How many businesses with 3 or more stars are good for late night?