How do I clean a dataset for analysis?

How do I clean a dataset for analysis?

Cleaning a dataset involves removing duplicates, handling missing values, and correcting inconsistencies. What specific issues are you facing?

I have a lot of missing values and some duplicates.

For missing values, you can either remove those rows or fill them with a placeholder or average. For duplicates, you can use a function to identify and remove them. Would you like to know how to do this in Python?

Yes, please! How can I do that in Python?

You can use pandas library. To remove duplicates, use df.drop_duplicates(), and for missing values, use df.fillna(value) or df.dropna(). Do you need help with installing pandas?