[파이썬/viz] Matplotlib Stylesheet

matplotlib_stylesheet.ipynb

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matplotlib_stylesheet.html

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matplotlib 은 다른 시각화 라이브러리와 달리 좀 더 본인이 원하는대로 기본설정을 바꾸어 사용하는데 용이하다. 그 중 기본 matplotlib스타일인 stylesheet을 설정하는 방법은 plt.style.use("스타일시트") 코드의 "스타일시트"에 위에서 출력한 목록 중 본인이 사용하고 싶은 스타일시트 이름을 넣으면 변경된다.

 

matplotlib을 import해주고 plt.style.available를 입력하면 matplotlib에서 사용할 수 있는 스타일시트 목록이 출력된다. 권장되는 style은 white시트이며, grid가 필요할 때는 추가하면 된다.

 

'default'를 시작으로 'bmh', 'classic',  '_classic_test_patch', 'dark_background', 'fast', 'fivethirtyeight', 'ggplot', 'grayscale', 'seaborn', 'seaborn-bright', 'seaborn-colorblind', 'seaborn-dark', 'seaborn-dark-palette', 'seaborn-darkgrid', 'seaborn-deep', 'seaborn-muted', 'seaborn-notebook', 'seaborn-paper', 'seaborn-pastel', 'seaborn-poster', 'seaborn-talk', 'seaborn-ticks', 'seaborn-white', 'seaborn-whitegrid', 'tableau-colorblind10'까지 각 스타일은 아래와 같이 표현된다.

 

 

In [ ]:

import matplotlib.pyplot as plt

plt.style.available

Out[ ]:

['Solarize_Light2',
 '_classic_test_patch',
 'bmh',
 'classic',
 'dark_background',
 'fast',
 'fivethirtyeight',
 'ggplot',
 'grayscale',
 'seaborn',
 'seaborn-bright',
 'seaborn-colorblind',
 'seaborn-dark',
 'seaborn-dark-palette',
 'seaborn-darkgrid',
 'seaborn-deep',
 'seaborn-muted',
 'seaborn-notebook',
 'seaborn-paper',
 'seaborn-pastel',
 'seaborn-poster',
 'seaborn-talk',
 'seaborn-ticks',
 'seaborn-white',
 'seaborn-whitegrid',
 'tableau-colorblind10']

In [ ]:

import pandas as pd
import random

series = pd.Series(random.sample(range(100, 1000), 10), 
                index = list('matplotlib'))

styles = ['default', 'bmh', 'classic',  '_classic_test_patch', 
          'dark_background', 'fast', 'fivethirtyeight', 'ggplot', 
          'grayscale', 'seaborn', 'seaborn-bright', 'seaborn-colorblind', 
          'seaborn-dark', 'seaborn-dark-palette', 'seaborn-darkgrid', 
          'seaborn-deep', 'seaborn-muted', 'seaborn-notebook', 
          'seaborn-paper', 'seaborn-pastel', 'seaborn-poster', 
          'seaborn-talk', 'seaborn-ticks', 'seaborn-white', 
          'seaborn-whitegrid', 'tableau-colorblind10',  
          '_classic_test_patch']

for style in styles:
    plt.style.use(style)
    plt.title('The type of style is ' + '"' + style + '"')
    plt.bar(series.index, series.values)
    plt.show()

 

 

 

 

 

 

 

 

 

 

 

 

 

 

 

 

 

 

 

 

 

 

 

 

 

 

 

주요출처: https://hong-yp-ml-records.tistory.com/88