Scatter Plot in Seaborn

Program 1

Seaborn Dataset

# Scatter Plot Demo|


import pandas as pd
import numpy as np
import seaborn as sns
import matplotlib.pyplot as plt


df_titanic=sns.load_dataset('titanic')

df_titanic.head()


df_titanic.info()


df_titanic.shape


df_titanic.isnull().sum()


sns.scatterplot(x='age',y='fare',data=df_titanic)


sns.scatterplot(x='age',y='fare',hue='sex',data=df_titanic)


sns.scatterplot(x='age',y='fare',hue='sex',style='who',data=df_titanic)


plt.figure(figsize=(15,10))
sns.scatterplot(x='age',y='fare',hue='sex',style='who',size='who',data=df_titanic)


plt.figure(figsize=(15,10))
sns.scatterplot(x='age',y='fare',hue='sex',style='who',size='who',sizes=(100,500),data=df_titanic)


plt.figure(figsize=(15,10))
sns.scatterplot(x='who',y='fare',hue='alive',style='alive',size='who',data=df_titanic)