Data set reference: https://www.kaggle.com/aishwaryamuthukumar/cars-dataset-audi-bmw-ford-hyundai-skoda-vw
This dataset has different features of Huyndai cars. An exmpanation of the features are as follows,
- Model: Different model names provided my the manufacturer. This column has categorical type data
- Year: Manufacturing year or the year when it was introducted in the market. This column has integer type data.
- Price: Price of each car in dollers. This feature has integer type data.
- Transmission: Type of transmission indicating whether the car is running manually or automatically. This feature is showing categorical type data.
- Mileage: Total number of miles each car has travelled since manufacturing. It is showing integer type data.
- Fuel type: Type of fuel the car is running. It is showing categorical type data.
- MPG: Number of miles the car can travel in a gallon of fuel. It has float type data.
- Engine Size: Size of engine in a float variable.
From the dataset, relationship of the categorical columns and numerical columns have been visuilized and explained by using bar plots, histogram plots and ECDF plot.