将字典字典转换为熊猫数据框

Question

我有这种字典

{100: {11: 0.01,
 13: 0.21,
 15: 0.5,
 17: 0.54,
 19: 0.6},

110:{11:0.5,
13:0.6,
15:0.8,
17:0.5
}
}

我想将其转换成这样

MainId,Id,Value
100,11,0.01
100,13,0.21
100,15,0.5
100,17,0.54
100,19,0.6
110,11,0.5
110,13,0.6
110,15,0.8
110,17,0.5

它是如何做到的？有什么建议

Answer 1

使用DataFrame构造函数对元组使用列表推导：

d = {100: {11: 0.01,
 13: 0.21,
 15: 0.5,
 17: 0.54,
 19: 0.6},

110:{11:0.5,
13:0.6,
15:0.8,
17:0.5
}
}

df = pd.DataFrame([(k, k1, v1) for k, v in d.items() for k1, v1 in v.items()],
                   columns=['MainId','Id','Values'])
print (df)
   MainId  Id  Values
0     100  11    0.01
1     100  13    0.21
2     100  15    0.50
3     100  17    0.54
4     100  19    0.60
5     110  11    0.50
6     110  13    0.60
7     110  15    0.80
8     110  17    0.50