How can I clean data in Python?

How can I clean data in Python?

You can use libraries like Pandas and NumPy for data cleaning. What specific issues are you facing?

I have missing values in my dataset. How do I handle them?

You can handle missing values by using methods like dropna() to remove them or fillna() to replace them with a specific value.

What if I want to fill missing values with the mean?

You can use df['column_name'].fillna(df['column_name'].mean(), inplace=True) to fill missing values with the mean of that column.

Are there any other techniques for data cleaning?

Yes, you can also remove duplicates, standardize formats, and convert data types as part of the cleaning process.