How can I manipulate data using Pandas in Python?

How can I manipulate data using Pandas in Python?

You can manipulate data in Pandas using various functions like filter(), groupby(), and merge(). What specific task do you have in mind?

I want to filter a DataFrame to show only rows where the value in the 'age' column is greater than 30.

You can use the following code: df[df['age'] > 30]. This will return a DataFrame with only the rows where 'age' is greater than 30.

How can I group the data by a specific column and get the average of another column?

You can use the groupby() function like this: df.groupby('column_name')['another_column'].mean(). Replace 'column_name' and 'another_column' with your actual column names.

Can you show me an example of merging two DataFrames?

Sure! You can merge two DataFrames using pd.merge(df1, df2, on='key_column'), where 'key_column' is the column you want to join on.