How do you convert a dataframe of datetime to time only? Basically removing the date element in Python Pandas

Ashley T

Timestamp Dataframe Picture

I want to compare two dataframes with time objects.

jezrael

Use Series.dt.time in DataFrame.apply for processing all columns:

df = df.apply(lambda x: x.dt.time)

But times are pure python objects, so not easy processing in pandas.

Possible solution should be convert times to timedeltas:

df = df.apply(lambda x: pd.to_timedelta(x.dt.strtime('%H:%M:%S')))

Collected from the Internet

Please contact [email protected] to delete if infringement.

edited at
0

Comments

0 comments
Login to comment

Related

How do you extend datetime.date in Python 3?

How do you extract only the date from a python datetime?

How do I convert timestamp to datetime.date in pandas dataframe?

In Pandas how do I convert a string of date strings to datetime objects and put them in a DataFrame?

How do I convert datetime to date (in Python)?

In Python, how do you convert seconds since epoch to a `datetime` object?

In Python, how do you convert a `datetime` object to seconds?

In python pandas, how can I convert this formatted date string to datetime

Do not convert JToken date time string as DateTime

Convert date/time columns in Pandas dataframe

Convert string date time to pandas datetime

How to convert to Pandas datetime to date to integer in pandas?

How to convert time object to datetime format in pandas (python)?

How do I convert a `DateTime` to the corresponding date and time in Berlin?

How do you check if the datetime column in a pandas dataframe belong to the same date for every row?

Python Pandas: Convert 2 fields Date + Time to 1 Datetime field

Pandas pd.to_datetime only keep time do not date

Pandas: How to group by a datetime column, using only the time and discarding the date

Python Pandas check that string is only "Date" or only "Time" or "Datetime"

How do you convert TD Ameritrade's API time stamp to pandas datetime?

Pandas dataframe date not able to convert to datetime format

Given a date/time and timezone, how do you convert that into a UTC timestamp?

how to convert Date and time column of dataframe to datetime format of pandas?

How do you convert a pandas column to time with milisecond?

How to convert pandas DataFrame index from datetime to a simple time index

How i do convert datetime to date pandas?

how to convert a column in pandas dataframe from category to date time utc?

How do you convert the pandas DataFrame to tensorflow.python.data.ops.dataset_ops.PrefetchDataset

how to get non continuous date time in dataframe datetime column pandas