The output of the datetime.now() function is a datetime object that has many attributes like the year, month, day, hour, minute, second, and microsecond. To learn more about the datetime strptime function, check out the official documentation here.The Current Date and Time is: 22:34:25.828339 You learned how the datetime strptime function works, what datetime format codes are, as well as how to handle string to date conversion in Pandas. In this post, you learned how to convert a Python string to date or datetime. df = df.apply(lambda x: datetime.strptime(x, '%Y-%m-%d')) Conclusion to_datetime() method is much more efficient. Keep in mind, this isn’t efficient and the Pandas. strptime method, you could apply the function to the entire column. However, if you wanted to use the datetime. Now, let’s use the method to convert the Hire Date column to datetime: df = pd.to_datetime(df) Let’s load this dataframe and see what it looks like: import pandas as pd You can learn about it in details in this post here. to_datetime() to convert a column to, well, datetime. Pandas has a very helpful built-in tool called. Convert a Pandas column to datetime with strptime To see the rest of the format codes, check out the official documentation here. This may feel a bit unnatural but think of the format codes as placeholders. The important thing to know here is that characters like commas or colons need to be included as well. %d: day as a zero-padded decimal number (e.g., 09)įor example, if you’re given a string that looks like this: 'Monday June 3, 2021', you’d write '%A %B %d, %Y'.%m: month as zero-padded decimal number (e.g., 01).%B: month as locale’s full name (e.g., December).%b: month as locale’s abbreviated name (e.g., Dec).%A: Weekday in the locale’s full name (e.g., Monday).%a: Weekday in the locale’s abbreviated name (e.g., Mon).In the list below, you’ll learn a number of the most important format codes that you’ll encounter: The datetime module uses a specific format codes in order to convert a string to a datetime or a datetime to a string. You’ll learn all about some different examples in the next section.
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