# Chennai Zomato Analysis


## Goal

The goal of this project is to analyze different aspects of Zomato in Chennai.
## Dataset
I have Downloaded this dataset from kaggle website. Here is the link: https://www.kaggle.com/datasets/phiitm/chennai-zomato-restaurants-data

## What Have I Done?

- Imported all the required libraries and dataset for this project.
- Exploratory Data Analysis and Visualizing different aspects of the dataset.
- Finding number of observations and outliers in the dataset.
- Plotting different attributes of the dataset.

## Library used:

1. numpy.
2. pandas.
3. matplotlib.
4. seaborn.
## Visualization and EDA of different attributes:


![download](https://user-images.githubusercontent.com/97960335/180169530-6705f926-03e7-4f2f-ac4b-ff3ef8910f7a.png)

![download](https://user-images.githubusercontent.com/97960335/180169565-0f28a9c6-45a2-4003-b792-7ad7c0c34810.png)
![download](https://user-images.githubusercontent.com/97960335/180169584-279350e1-8c55-4d3a-8322-f56c0c6677a6.png)
![download](https://user-images.githubusercontent.com/97960335/180169638-2289e617-705c-48a0-9343-01157bee0fb4.png)
![download](https://user-images.githubusercontent.com/97960335/180169657-fa4d6b4d-54d2-43ee-a67d-00f1b050dd4b.png)
![download](https://user-images.githubusercontent.com/97960335/180169672-f86b4574-2fb7-448b-93f0-afbc96e73778.png)
![download](https://user-images.githubusercontent.com/97960335/180169685-ff305d63-c9a9-4be3-873f-3f99352912a1.png)
![download](https://user-images.githubusercontent.com/97960335/180169699-2f423b91-1bcd-4ffc-9292-3c021ae238aa.png)
![download](https://user-images.githubusercontent.com/97960335/180169708-1fabb899-e1d1-4379-9f7b-afc62a2ed648.png)


## Conclusion:

- Bhangra, Gossip Fusion Bistro, Kabab Corner, Prems Graama Bhojanam and The Sandwich Shop have the highest rating of 4.9.
- Domino's Pizza has the maximun number of outlets in Chennai.
- The Popular Food Category in Chennai is Chinese.
- Maximun number of Restaurents in Chennai are "Home Delivery" and "Indoor seating' Type.
- The City of Porur has the maximun number of Restaurants.
- The most popular cuisine of Bangalore is South Indian.
## Authors

- Created by [@Nirvik07](https://github.com/Nirvik07), HRSoc 2022