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How can I perform data aggregation using Pandas?

An example of an AI chatbot conversation about data aggregation in Pandas.

😀
You

How can I perform data aggregation using Pandas?

MagicBuddy
MagicBuddy

You can use the groupby() function in Pandas to aggregate data. What specific aggregation do you need?

😀
You

I want to calculate the average sales per product category.

MagicBuddy
MagicBuddy

You can do that by grouping your DataFrame by the product category and then using the mean() function. Here's an example: df.groupby('category')['sales'].mean().

😀
You

What if I want to aggregate multiple columns?

MagicBuddy
MagicBuddy

You can pass a list of columns to the agg() function. For example: df.groupby('category').agg({'sales': 'mean', 'quantity': 'sum'}).

😀
You

Can I use custom aggregation functions?

MagicBuddy
MagicBuddy

Yes, you can define your own function and use it with agg(). Just pass your function as a value in the dictionary.

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