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arjun
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arjun
Asked: January 6, 20222022-01-06T15:58:30+00:00 2022-01-06T15:58:30+00:00In: Programming

Change column type in pandas

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Change column type in pandas

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    1. ashok
      2022-01-06T16:01:05+00:00Added an answer on January 6, 2022 at 4:01 pm
      This answer was edited.

      You have four main options for converting types in pandas:

      1. to_numeric() – provides functionality to safely convert non-numeric types (e.g. strings) to a suitable numeric type. (See also to_datetime() and to_timedelta().)
      2. astype() – convert (almost) any type to (almost) any other type (even if it’s not necessarily sensible to do so). Also allows you to convert to categorial types (very useful).
      3. infer_objects() – a utility method to convert object columns holding Python objects to a pandas type if possible.
      4. convert_dtypes() – convert DataFrame columns to the “best possible” dtype that supports pd.NA (pandas’ object to indicate a missing value).
      dataframe = dataframe.astype({'col_name_1':'int','col_name_2':'float64', etc. ...})
      
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