seaborn 1 scatter plot

 import numpy as np

import pandas as pd

import matplotlib.pyplot as plt

import seaborn as sns

sns.set(style="darkgrid")

tips = sns.load_dataset("tips")

tips.head()

total_bill tip sex smoker day time size

0 16.99 1.01 Female No Sun Dinner 2

1 10.34 1.66 Male No Sun Dinner 3

2 21.01 3.50 Male No Sun Dinner 3

3 23.68 3.31 Male No Sun Dinner 2

4 24.59 3.61 Female No Sun Dinner 4

sns.relplot(x="total_bill", y="tip", data=tips)

sns.relplot(x="total_bill", y="tip", hue="smoker", data=tips)

sns.relplot(x="total_bill", y="tip", hue="smoker", style="smoker",

            data=tips);

sns.relplot(x="total_bill", y="tip", hue="smoker", style="time", data=tips);

sns.relplot(x="total_bill", y="tip", hue="size", palette="ch:r=-.5,l=.75", data=tips);

sns.relplot(x="total_bill", y="tip", size="size", sizes=(15, 200), data=tips);

sns.relplot(x="total_bill", y="tip", size="size", sizes=(15, 200), hue="size", data=tips);

reference:

sample dataset

https://github.com/mwaskom/seaborn-data

tutorial

https://seaborn.pydata.org/tutorial.html

set first row as column name

https://stackoverflow.com/questions/26147180/convert-row-to-column-header-for-pandas-dataframe

pallet

https://seaborn.pydata.org/generated/seaborn.cubehelix_palette.html#seaborn.cubehelix_palette