About Dataset This dataset provides a comprehensive view of the restaurant scene in the 3 metropolitan areas of India( 174 restaurants) .Researchers, analysts, and food enthusiasts can use this dataset to gain insights into various aspects such as dining and delivery ratings, customer reviews and preferences, popular cuisines, best-selling items, and pricing information across different cities. It enables the exploration of dining patterns, the comparison of restaurants and cuisines between cities, and the identification of trends in the food industry. This dataset serves as a valuable resource for understanding the culinary landscape and making data-driven decisions related to the restaurant business, customer satisfaction, and food choices in these metropolitan areas of India

Highest Number of Items - Savoury Sea shell: Savoury Sea shell stands out with the highest number of items on its menu among the featured restaurants. Their diverse selection promises a delightful culinary journey for all visitors.

Highest Average Rating of Dining Table - ABs-Absolute Barbecues: ABs-Absolute Barbecues has garnered the highest average rating for its dining table experience, reflecting the restaurant's commitment to providing exceptional service and food quality.

Highest Average Rating of Delivery - Subhan Bakery: Subhan Bakery leads the pack with the highest average rating for delivery services. This indicates that customers not only enjoy their in-store experience but also have a great experience when ordering food for delivery.

Highest Dining Rating in Mumbai: Mumbai boasts the highest overall dining rating among the three cities, making it a prime destination for food enthusiasts seeking an outstanding culinary experience.

Highest Delivery Rating in Mumbai, Chennai, and Hyderabad: When it comes to food delivery, Mumbai, Chennai, and Hyderabad share the top spot with the highest delivery rating. This implies that residents in these cities enjoy prompt and efficient food delivery services.

Highest Number of Restaurants - Hyderabad: Hyderabad takes the lead with the highest number of restaurants, indicating the city's vibrant and diverse food culture.

Hotel Paramount in Chennai - Highest Number of Votes: Hotel Paramount in Chennai has received the highest number of votes, showcasing its popularity among diners and their appreciation for the restaurant's offerings.

Highest Average Price of Cuisine in Mumbai: Mumbai stands out with the highest average price of cuisine, suggesting a wide range of dining options, including luxury and high-end establishments.

Hyderabad Govind Dosa - Highest Dining Rating: Hyderabad Govind Dosa has received the highest dining rating, making it a must-visit spot for those seeking an extraordinary dosa experience.

Highest Number of Cuisine Options in Hyderabad: Hyderabad boasts the highest number of cuisine options, catering to diverse palates and ensuring there's something for everyone.

Mughali Cuisine - Highest Average Price: Mughali Cuisine commands the highest average price among all featured cuisines, indicating its association with luxury and premium dining experiences.

Cuisine with Highest Average Price in Chennai, Mumbai, and Hyderabad: In Chennai, Chinese Cuisine has the highest average price; in Mumbai, Biryani commands the highest price, while in Hyderabad, Mughali Cuisine leads in terms of average price.

Dining Rating of Different Cuisines: In Hyderabad, South Indian Cuisine has the highest dining rating; in Chennai, Pizza has the highest rating, and in Mumbai, Desserts stand out with the highest rating.

Conclusion: This analysis showcases the distinct food scenes of Mumbai, Chennai, and Hyderabad. From the highest-rated dining experiences to the variety of cuisines, these cities have much to offer to food lovers. Whether you seek a luxurious dining experience or a quick and delightful takeaway, these cities cater to a wide range of preferences, making them a gastronomic paradise for residents and visitors alike.