python - 仅列出嵌套数据框中的第一行

Question

我只想列出嵌套数据框中的第一行。

例子：

{
"client" : "Mario",
"purchase" : [ 
        {
            "_id" :1,
            "date" : 01-01-2019,
            "product" : "X"
        }, 
        {
            "_id" :2,
            "date" : 05-01-2019,
            "product" : "Y"
        },
        {
            "_id" :3,
            "date" : 08-01-2019,
            "product" : "Z"
        }
    ]
},

{
"client" : "Luigi",
"purchase" : [ 
        {
            "_id" :1,
            "date" : 02-01-2019,
            "product" : "A"
        }, 
        {
            "_id" :2,
            "date" : 04-01-2019,
            "product" : "B"
        },
        {
            "_id" :3,
            "date" : 06-01-2019,
            "product" : "C"
        }
    ]
}

我需要这样的第一次购买：

Mario 01-01-2019
Luigi 02-01-2019

感谢帮助

标签： pythonpandasdataframenested

Answer 1

import pandas as pd
df = pd.DataFrame(d)
df['purchase'] = df['purchase'].apply(lambda row : row[0]['date'])
df = df.rename(columns={'purchase': 'purchase_date'})

print(df)

注意：我通过在您粘贴的内容之外d添加变量来获取变量，并在日期周围添加。[]""

结果：

  client purchase_date
0  Mario    01-01-2019
1  Luigi    02-01-2019