1、定位空值
import numpy as np import pandas as pd import matplotlib.pyplot as plt df = pd.DataFrame(np.random.rand(5,4),columns = list('ABCD')) df['A'][2] = np.nan df.style.highlight_null(null_color='red')
2、色彩映射
df = pd.DataFrame(np.random.rand(10,4),columns=['one','two','three','four']) df.style.background_gradient(cmap='pink',axis =1,low=0,high=1) # cmap：颜色 # axis：映射参考，0为行，1以列
3、条形图
df = pd.DataFrame(np.random.rand(10,4),columns=['one','two','three','four']) df.style.bar(subset=['one', 'three'], color='#d65f5f', width=100) # width：最长长度在格子的占比
4、分段式构建样式
df = pd.DataFrame(np.random.rand(10,4),columns=['one','two','three','four']) df['one'][[3,2]] = np.nan df.style.\ bar(subset=['one', 'four'], color='#d65f5f', width=100).\ highlight_null(null_color='yellow')
