sajal2692/disaster-message-classifier ? reverse-engineered prompt

Build me a simple web app that can classify disaster related messages into the right response categories.

I want to type in a message like a real emergency text, and have the app predict multiple labels at once, since a message can fit more than one category. It should handle categories like food, shelter, medical help, fire, floods, earthquake, direct report, and the other disaster response labels from the dataset.

Please include the full workflow too, so I can clean the raw message data, combine it with the category labels, train a model, save it, and then run the web app from one place. The app should also show a few helpful visual summaries about the data or predictions on the page.

Keep it practical and easy to run locally. Use the existing project structure if it helps, and look up current docs online if you need to. I’m mainly after a working end to end demo that feels polished enough for a portfolio project.