标签:frame pandas class blog port 导入模块 taf axis imp
导入模块:
from pandas import DataFrame import pandas as pd import numpy as np
生成DataFrame数据
df = DataFrame(np.random.randn(4, 5), columns=[‘A‘, ‘B‘, ‘C‘, ‘D‘, ‘E‘])
DataFrame数据预览:
A B C D E
0 0.673092 0.230338 -0.171681 0.312303 -0.184813
1 -0.504482 -0.344286 -0.050845 -0.811277 -0.298181
2 0.542788 0.207708 0.651379 -0.656214 0.507595
3 -0.249410 0.131549 -2.198480 -0.437407 1.628228
df[‘Col_sum‘] = df.apply(lambda x: x.sum(), axis=1)
df.loc[‘Row_sum‘] = df.apply(lambda x: x.sum())
最终数据结果:
A B C D E Col_sum 0 0.673092 0.230338 -0.171681 0.312303 -0.184813 0.859238 1 -0.504482 -0.344286 -0.050845 -0.811277 -0.298181 -2.009071 2 0.542788 0.207708 0.651379 -0.656214 0.507595 1.253256 3 -0.249410 0.131549 -2.198480 -0.437407 1.628228 -1.125520 Row_sum 0.461987 0.225310 -1.769627 -1.592595 1.652828 -1.022097
2017-07-07 11:19:54
标签:frame pandas class blog port 导入模块 taf axis imp
原文地址:http://www.cnblogs.com/haoziii/p/7131240.html