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How can I convert data types in a pandas DataFrame?

An example of an AI chatbot conversation about converting data types in pandas DataFrames.

😀
You

How can I convert data types in a pandas DataFrame?

MagicBuddy
MagicBuddy

You can use the astype() method to convert data types in a pandas DataFrame. For example, df['column_name'].astype('int') converts a column to integers.

😀
You

What if I want to convert multiple columns at once?

MagicBuddy
MagicBuddy

You can pass a dictionary to the astype() method. For example, df.astype({'col1': 'int', 'col2': 'float'}) will convert both columns.

😀
You

Are there any common data types I should be aware of?

MagicBuddy
MagicBuddy

Yes, common data types include 'int', 'float', 'str', 'bool', and 'category'. Each serves different purposes.

😀
You

Can I check the current data types of my DataFrame?

MagicBuddy
MagicBuddy

Absolutely! You can use df.dtypes to see the current data types of all columns in your DataFrame.

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