Data Visualization Using Seaborn

Seaborn

• Seaborn is a pthon data Visualization library based on matplotlib
• it provides a high-level interface for drawing attractive and informative statistical graphics

Importing data into Spyder

Import modules

import pandas as pd
import seaborn as sns

Importing dataframe

cars_data=pd.read_csv("Toyota.csv")

Displaying dataframe

print(cars_data)

Junk values are underlined red we have to remove that

Importing dataframe by seting index and converting junk values to nan

cars_data=pd.read_csv("Toyota.csv",index_col=0,na_values=["??","????"])
print(cars_data)

after removing junk values

Removing nan values

cars_data.dropna(axis=0,inplace=True)
print(cars_data)

After removing nan values

Scatter plot

sns.set(style="darkgrid")
sns.regplot(x=data['Age'],y=data['Price'],fit_reg=False)