I have the below dataframe
DateTime ID Number
2020-09-01 09:30:00 1 2
2020-09-01 09:30:00 2 2
2020-09-01 10:30:00 3 2
2020-09-01 10:30:00 4 2
2020-09-01 10:30:00 5 3
2020-09-01 11:30:00 6 3
I have to group the above dataframe using Datetime column and have to perform the calculation: count of ID when Number column has value 2/Total count of ID.
Output:
DateTime new_calculated_field
2020-09-01 09:30:00 1
2020-09-01 10:30:00 0.67
2020-09-01 11:30:00 0
Do you mean:
df['Number'].eq(2).groupby(df['DateTime']).mean()
Output:
DateTime
2020-09-01 09:30:00 1.000000
2020-09-01 10:30:00 0.666667
2020-09-01 11:30:00 0.000000
Name: Number, dtype: float64
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.