How can I perform advanced operations on a Pandas DataFrame?

How can I perform advanced operations on a Pandas DataFrame?

You can perform advanced operations like merging, grouping, and pivoting DataFrames. What specific operation are you interested in?

I'm interested in learning how to merge two DataFrames.

To merge two DataFrames, you can use the merge() function. You need to specify the DataFrames and the key columns to join on.

Can you show me an example of merging two DataFrames?

Sure! Here's a simple example:

import pandas as pd

df1 = pd.DataFrame({'A': [1, 2], 'B': ['a', 'b']})
df2 = pd.DataFrame({'A': [1, 2], 'C': ['x', 'y']})

merged_df = pd.merge(df1, df2, on='A')
print(merged_df)

This will merge df1 and df2 on column 'A'.