What is Pandas in Python and how do I use it?

What is Pandas in Python and how do I use it?

Pandas is a powerful data manipulation library in Python. It provides data structures like DataFrames and Series to handle data efficiently.

Can you show me how to create a DataFrame?

Sure! You can create a DataFrame using the pd.DataFrame() function. For example:

import pandas as pd

data = {'Name': ['Alice', 'Bob'], 'Age': [25, 30]}

df = pd.DataFrame(data)
print(df)

How do I read a CSV file into a DataFrame?

You can use the pd.read_csv() function. For example:

df = pd.read_csv('file.csv')
``` This will load the CSV file into a DataFrame.

What are some common operations I can perform on a DataFrame?

You can perform operations like filtering, grouping, merging, and aggregating data. For example, to filter rows:

df[df['Age'] > 25]