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in Artificial Intelligence (AI) by (176k points)
What is the purpose of the apply() function in Pandas, and how can it be used for data cleaning?

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The apply() function is used to apply a custom function to each element or row of a DataFrame. It can be used for data cleaning by applying custom data transformation or validation functions.

Example Code (applying a custom function to a column):

# Define a custom function to clean data
def clean_data(value):
    # Perform data cleaning operations here
    return cleaned_value

# Apply the clean_data function to column 'Column_Name'
df['Column_Name'] = df['Column_Name'].apply(clean_data)

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