Zomato has an average of 17.5 million monthly transacting customers for its food delivery business. E-Average monthly active food delivery restaurant partners on Zomato's platform have also increased by 8.7% year-on-year, from 208,000 to 226,000. You are working in a data-driven role at Zomato. You have a dataset of customers. As a data professional, you need to analyze the data, perform EDA (Exploratory Data Analysis) and visualization, and answer the following questions:
- What type of restaurant do the majority of customers order from?
- How many votes has each type of restaurant received from customers?
- What are the ratings that the majority of restaurants have received?
- Zomato has observed that most couples order most of their food online. What is their average spending on each order?
- Which mode (online or offline) has received the maximum rating?
- Which type of restaurant received more offline orders, so that Zomato can provide those customers with some good offers?