# Data Cleaning Process Modeling with BPMN and BizAgi

🎯 The Challenge

Clean a sales dataset using Python and Pandas. The process included:

• Uploading a CSV file
• Detecting outliers with IQR
• Deploying to AWS S3
• Optional S3 verification

🧩 BPMN Diagram

💡 Key Learnings

• BizAgi Modeler helped visualize the flow.
• GitHub Actions automated the AWS deployment.

🔗 Project Repository

GitHub – Data Cleaning with Python