[英]how to convert object type to datetime64[ns] in python jupyter?
I have a column of object type like this: 我有一列这样的对象类型:
quote['SellTime'].head()
Out[32]:
0 94520
1 94538
2 94609
3 94615
4 94617
Name: SellTime, dtype: object
I want to convert it to to date time (datetime64[ns]) format. 我想将其转换为日期时间(datetime64 [ns])格式。
I have done the following code: 我已经完成以下代码:
quote['SellTime'].astype(str).astype(int)
t2 = quote['SellTime'].astype(str).str.zfill(6)
quote['SellTime'] = pd.to_datetime(t2, format='%H%M%S').dt.time
But it is still object type: 但是它仍然是对象类型:
quote['SellTime'].head()
0 09:45:20
1 09:45:38
2 09:46:09
3 09:46:15
4 09:46:17
Name: SellTime, dtype: object
You need date
s too if need datetime
s: 如果需要
datetime
也需要date
:
quote['SellTime'] = pd.to_datetime(t2, format='%H%M%S')
print (quote)
SellTime
0 1900-01-01 09:45:20
1 1900-01-01 09:45:38
2 1900-01-01 09:46:09
3 1900-01-01 09:46:15
4 1900-01-01 09:46:17
Or better is convert times to timedelta
s: 或者将时间转换为
timedelta
更好:
quote['SellTime']=pd.to_timedelta(pd.to_datetime(t2,format='%H%M%S').dt.strftime('%H:%M:%S'))
print (quote['SellTime'])
0 09:45:20
1 09:45:38
2 09:46:09
3 09:46:15
4 09:46:17
Name: SellTime, dtype: timedelta64[ns]
Because if convert datetimes to time
s: 因为如果将datetimes转换为
time
s:
quote['SellTime'] = pd.to_datetime(t2, format='%H%M%S').dt.time
print (quote['SellTime'].dtype)
object
print (quote['SellTime'])
0 09:45:20
1 09:45:38
2 09:46:09
3 09:46:15
4 09:46:17
Name: SellTime, dtype: object
print (quote['SellTime'].apply(type))
0 <class 'datetime.time'>
1 <class 'datetime.time'>
2 <class 'datetime.time'>
3 <class 'datetime.time'>
4 <class 'datetime.time'>
Name: SellTime, dtype: object
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