Python Sales Data Analysis Script — AI Analytics Case Study (.py)

Python Sales Data Analysis Script — AI Analytics Case Study

Practice the data analytics workflow with the companion Python script for Data Analytics with AI: From Raw Data to Business Insights.

The case_study.py script supports the Brightcart case study by generating synthetic sales data, cleaning the data, performing analysis, and producing charts.

What's included?

• Python script (.py): The companion case-study script.
• Data preparation: Practical code for working with messy sales records.
• Data cleaning and analysis: Follow the processing steps used in the case study.
• Charts and visualizations: Generate visual outputs to help explore sales and profitability patterns.

What you'll learn

• How Python can support a data analytics workflow.
• Why data profiling and cleaning matter.
• How to examine sales and profitability patterns.
• How to use code to support business recommendations.

Requirements

Python and the libraries required by the script must be installed. Use the instructions in the eBook to understand the workflow, and check the script's input and output paths before running it.

File format: .py

Skill level: Beginner-friendly learning resource

Note: This script is an educational companion, not a production-ready business analytics system.