📊 Web Traffic Forecasting System

🚀 Overview

A Flask-based web application that predicts website traffic using Machine Learning and Time Series models.

🧠 Models Used

• Random Forest
• SARIMAX
• LSTM

📌 Features

• Login system
• Website search & selection
• Forecast future traffic
• Backtesting metrics
• CSV export

🛠️ Tech Stack

Python, Flask, Pandas, NumPy, Scikit-learn, Statsmodels, TensorFlow

📂 Structure

app.py
forecast_utils.py
templates/
static/
data/
requirements.txt

▶️ Run

pip install -r requirements.txt
python app.py

🔐 Demo Login

Username: admin Password: admin123

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✨ Major Project