假设我有以下测试DataFrame df:
Car Sold make profit
Honda 100 Accord 10
Honda 20 Fit 5
Toyota 300 Corolla 20
Hyundai 150 Elantra 20
BMW 20 Z-class 100
Toyota 45 Lexus 7
BMW 50 X-class 30
JEEP 150 cherokee 2
Honda 20 CRV 5
Toyota 30 Yaris 3
我需要一个汇总统计表,用于按汽车类型划分的售出汽车数量。
我可以这样:
df.groupby('Car')['Sold'].describe()
这给了我类似以下内容:
Car count mean std min 25th 50th 75th max
BMW 2
Honda 3
Hyundai 1
JEEP 1
Toyota 3
The 'Car
' column values are listed in the summary statistic table in alphabetically ascending order. I am looking for a way to sort it in my own pre-specified way. I want the summary statistic table to be listed as "Toyota, Hyundai, JEEP, BMW, Honda"
helps me put it in order, but I am not able to do it for multi-level indexing. For instance, if I want the summary statistics table by '
Car
', and further by the make,.loc
does not give me the desired solution.