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pandas全表查询定位某个值所在行列的方法

时间:2020-10-01 15:47:02 | 栏目:Python代码 | 点击:

如下所示:

# create a dataframe with an integer feature and a categorical string feature
demo_df = pd.DataFrame({'Integer Feature': [0, 1, 2, 1], 'Categorical Feature': ['socks', 'fox', 'socks', 'box']})
demo_df

接下来用for遍历:

for indexs in demo_df.index: 
  for i in range(len(demo_df.loc[indexs].values)): 
    if(demo_df.loc[indexs].values[i] =='fox'): 
      print(indexs,i) 
      print(demo_df.loc[indexs].values[i]) 

或者用列表推导式:

Categorical FeatureInteger Feature0socks01fox12socks23box1 
[ (indexs,i) for indexs in demo_df.index for i in range(len(demo_df.loc[indexs].values)) if(demo_df.loc[indexs].values[i] =='fox')] 

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