Real-Time Income Predictor Web App

I’m preparing a study on live financial forecasting and need a web application that predicts a user’s income the moment fresh data comes in. The core purpose is clear: take real-time data—whether it’s an API feed, IoT input, or manual entry—run it through a simple model, and return an instant income estimate that updates as the numbers change.

You may pick the stack you know best (React-Node, Django, Flask, or another mainstream option) as long as:
• the front end loads quickly in any browser,
• the back end ingests and processes real-time data without manual refresh,
• every step is well commented so students can follow the logic from ingestion to prediction.

Deliverables
• A publicly accessible web app
• Clean, annotated source code
• A concise README detailing setup, the real-time data hook, and how the prediction formula works

This project values transparency and educational clarity over production-grade accuracy. Show me how you plan to capture live data, the libraries you’ll use, and your timeline, and we can get started right away.