Python-Assignment-7

Iris Dataset Analysis

Objective

Analyze the Iris dataset using Python to:

• Load and explore the data with pandas
• Perform basic statistical analysis
• Visualize key patterns using matplotlib and seaborn

Dataset

• Source: sklearn.datasets.load_iris()
• Format: Structured tabular data with 150 samples and 5 columns
  • Features: Sepal length, Sepal width, Petal length, Petal width
  • Target: Species (setosa, versicolor, virginica)

Environment Setup

pip install pandas matplotlib seaborn scikit-learn