Swarmplot

The swarmplot is similar to stripplot. Only the points are adjusted so they won't overlap, as it helps to represent the distribution of values better.

Завдання

Swipe to start coding

Set the 'whitegrid' style with the 'seashell' axes.facecolor.
Create the swarmplot using the seaborn library:

x parameter equals the 'day';
Set the y parameter equals the 'total_bill';
Set the hue parameter equals the 'sex';
Set the linewidth parameter equals 1;
Set the size parameter equals 2;
Set the dodge parameter equals the True;
Set the 'rocket' palette.

Рішення

import warnings

# Ignore all warnings

warnings.filterwarnings('ignore')

# Importing libraries needed

import pandas as pd

import seaborn as sns

import matplotlib.pyplot as plt

# Reading the file

df = pd.read_csv('https://codefinity-content-media.s3.eu-west-1.amazonaws.com/66ba0c8e-8422-413c-b7e1-74bd24c61656/tips.csv')

# Set the 'whitegrid' style with the 'seashell' facecolor

sns.set_style('whitegrid', {'axes.facecolor': 'seashell'})

# Create a swarmplot

sns.swarmplot(# Set the x

x = 'day',

# Set the y

y = 'total_bill',

# Set the hue

hue = 'sex',

# Set the linewidth

linewidth = 1,

# Set the size

size = 2,

# Set the dodge

dodge = True,

# Set the palette

palette = 'rocket',

# Setting the data

data = df)

# Displaying the plot

plt.show()

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Секція 3. Розділ 2

import warnings

# Ignore all warnings

warnings.filterwarnings('ignore')

# Importing libraries needed

import pandas as pd

import seaborn as sns

import matplotlib.pyplot as plt

# Reading the file

df = pd.read_csv('https://codefinity-content-media.s3.eu-west-1.amazonaws.com/66ba0c8e-8422-413c-b7e1-74bd24c61656/tips.csv')

# Set the 'whitegrid' style with the 'seashell' facecolor

___('___', {___})

# Create a swarmplot

___(# Set the x

___,

# Set the y

___,

# Set the hue

___,

# Set the linewidth

___,

# Set the size

___ = 2,

# Set the dodge

dodge = ___,

# Set the palette

palette = '___',

# Setting the data

data = df)

# Displaying the plot

plt.show()

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