What are some examples of using pandas DataFrames?

Can you show me some examples of how to use pandas DataFrames?

Sure! Pandas DataFrames are powerful for data manipulation. Would you like to see examples of creating, filtering, or aggregating data?

Let's start with creating a DataFrame.

You can create a DataFrame using a dictionary. For example:

import pandas as pd

data = {'Name': ['Alice', 'Bob', 'Charlie'], 'Age': [25, 30, 35]}
df = pd.DataFrame(data)
print(df)

This will create a DataFrame with names and ages.

What about filtering data in a DataFrame?

To filter data, you can use boolean indexing. For example:

filtered_df = df[df['Age'] > 30]
print(filtered_df)

This will show only the rows where Age is greater than 30.