測試數據:
import pandas as pd import numpy as np df = pd.DataFrame({'key1':['a','a','b','b','a'],'key2':['one','two','one','two','one'],'data1':np.random.randn(5),'data2':np.random.randn(5)})
統計key2中各個元素的出現次數:
df['key2'].value_counts()
結果:
one 出現3次
two 出現2次
分組統計:
按照 key1分組,統計key2列的值的出現次數
df['key2'].groupby(df['key1']).value_counts()