metadata

title: Trade Flow Predictor
emoji: 🌐
colorFrom: blue
colorTo: green
sdk: docker
sdk_version: '1.0'
app_file: app.py
pinned: false

International Trade Flow Predictor with AI Assistant

Welcome to the International Trade Flow Predictor! 🎉

A fun, interactive web app to explore, analyze, and predict international trade flows using real data and machine learning. Now with AI-powered trade assistance! Built with Flask, vanilla JS, and a dash of data science magic.

Features

Interactive Data Visualization: Explore international trade data with various chart types and filters
Machine Learning Predictions: Forecast future trade values using multiple ML models
AI Trade Assistant: Get intelligent assistance with all your trade-related questions
Comprehensive Data Access: Retrieve and analyze data from UN COMTRADE, WTO, and World Bank sources

AI Assistant Capabilities

The built-in AI Trade Assistant, powered by Google Gemma-2b via Hugging Face, can help you:

Understand trade terminology and HS codes
Explore interesting trade patterns
Find specific trade data
Interpret visualization results
Provide insights about international trade

Using the Application

Explore different tabs to access various features
Select countries, products, and years to visualize data
Try the machine learning predictions for future trade values
Chat with the AI Assistant for trade-related questions

Privacy & Data Usage

This application does not collect any personal data. API usage is subject to fair use policies of the data sources (UN COMTRADE, WTO, World Bank).

About

Created by José María Seguí Gómez-Olea. The AI component is powered by Google Gemma-2b through Hugging Face Inference API.