Data Analysis with Pandas in Python

Introduction to Pandas

Pandas is a powerful library in Python for data analysis and manipulation.

Data Frames

A data frame is a two-dimensional table of data with rows and columns.

import pandas as pd
data = {'Name': ['John', 'Anna', 'Peter', 'Linda'],
        'Age': [28, 24, 35, 32],
        'Country': ['USA', 'UK', 'Australia', 'Germany']}
df = pd.DataFrame(data)
print(df)

Data Series

A data series is a one-dimensional table of data.

import pandas as pd
data = pd.Series([1, 2, 3, 4, 5])
print(data)

Data Manipulation

You can manipulate data in a data frame using various methods.

import pandas as pd
data = {'Name': ['John', 'Anna', 'Peter', 'Linda'],
        'Age': [28, 24, 35, 32],
        'Country': ['USA', 'UK', 'Australia', 'Germany']}
df = pd.DataFrame(data)
df['Age'] = df['Age'] + 1
print(df)