Lynn578/food-price-predictor

Food price prediction and analysis app for Kenya Food Price Predictor - Kenya 🍽️ Streamlit web app that tracks Kenyan food prices across markets, shows trends, predicts future prices, and gives smart shopping recommendations. Perfect for dealing with those crazy grocery price swings. 🔴 Live Demo: food-price-predictor-3e5qhn… ✨ What You'll Get 📊 Current Prices - Latest prices by market/food + full history 📈 Price Trends - Interactive charts + monthly patterns 🔮 Price Prediction - Future price forecasts (seasonal trends) 💡 Buying Tips - Buy now/wait advice based on your budget 📥 CSV Export - Download any food/market data 📱 Mobile-friendly - Works everywhere 🏗️ Folder Structure text food-price-predictor-kenya/ ├── app.py # Main app (this file) ├── wfp_food_prices_ken.csv # REQUIRED data file │ └── (or put in data/ folder) ├── requirements.txt # Dependencies └── README.md # You're reading it 🚀 Run It (5 mins) 1. Install Python stuff bash pip install streamlit pandas plotly 2. Get the data Download WFP Kenya food prices CSV → name it wfp_food_prices_ken.csv → put in same folder as app.py 3. Launch bash streamlit run app.py Boom! Opens at localhost 📦 Full Requirements text streamlit>=1.28.0 pandas>=2.0.0 plotly>=5.15.0 Save as requirements.txt or just run the pip command above. 📊 The Data Source: World Food Programme (WFP) Food Prices Kenya Needs these CSV columns: text date, market, commodity, price, pricetype 2023-01-15, Nairobi, Maize, 65.5, Retail App auto-finds CSV in root folder or data/ subfolder. 🧭 5 Main Pages Emoji Page Shows 🏠 Home Stats, top markets/foods, quick overview 📊 See Prices Latest price, avg, history table + CSV download 📈 Trends Line charts, monthly patterns, min/max/volatility 🔮 Predict Pick future date → get predicted price + buy/wait advice 💡 Suggestions Enter budget → "buy now" or "wait" recommendation 🎯 How Predictions Work Super simple but smart: Grab all historical prices for tha …