I have a pandas dataframe and would like to find minimum value for each column grouped by ID.
#Input data
df=pd.DataFrame({ 'id':[1,1,1,1,2,2,2,2],
'a':range(8), 'b':range(8,0,-1) })
#expected output is the minimum value for each id and column (a, b)
id a b
1 0 5
2 4 1
df.groupby('id', as_index=False).agg(min)
will do just that.
id a b
1 0 5
2 4 1
You can use df.groupby('id').min()
Result:
a b
id
1 0 5
2 4 1
The technical post webpages of this site follow the CC BY-SA 4.0 protocol. If you need to reprint, please indicate the site URL or the original address.Any question please contact:yoyou2525@163.com.