CloudWise – AWS Cost Analyzer

CloudWise is a smart cost analysis dashboard that helps you track, analyze, and explain AWS billing anomalies.
It combines data preprocessing, anomaly detection, and AI-style reasoning (mocked GPT explanations) to provide insights into unusual spending patterns.

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✨ Features

• 📊 Interactive Dashboard built with Streamlit + Plotly
• 🔍 Anomaly Detection using Z-score on daily AWS costs
• 🤖 AI-Style Explanations (mock GPT reasoning using service & usage type)
• 📂 Modular Codebase (utils/ for clean and reusable logic)
• 📑 Upload Your Own Billing Data or use the provided sample dataset

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📂 Project Structure

│── app.py # Streamlit app (main dashboard) │── README.md # Project documentation │── utils/ │ ├── data_loader.py # Load and preprocess data │ ├── analysis.py # Aggregation and breakdowns │ ├── anomalies.py # Z-score anomaly detection │ └── ai.py # Mock GPT-style explanations

🛠️ Tech Stack Python 3.10+ Streamlit – Interactive dashboard Plotly – Charts & visualizations Pandas / NumPy – Data wrangling Z-score – Anomaly detection

👩‍💻 Author Shreya Wani 📌 LinkedIn | GitHub