https://github.com/frau-azadeh/mdfpriceanalysis

Mdf Price Analysis is a data processing and analysis service designed to fetch, clean, and analyze rebar product data from an external API.
https://github.com/frau-azadeh/mdfpriceanalysis

fastapi pandas python

Last synced: 10 months ago
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Mdf Price Analysis is a data processing and analysis service designed to fetch, clean, and analyze rebar product data from an external API.

• Host: GitHub
• URL: https://github.com/frau-azadeh/mdfpriceanalysis
• Owner: frau-azadeh
• License: mit
• Created: 2025-07-31T07:41:49.000Z (11 months ago)
• Default Branch: main
• Last Pushed: 2025-08-02T13:04:01.000Z (11 months ago)
• Last Synced: 2025-08-02T14:35:56.705Z (11 months ago)
• Topics: fastapi, pandas, python
• Language: Python
• Homepage:
• Size: 33.2 KB
• Stars: 2
• Watchers: 0
• Forks: 1
• Open Issues: 0
• Metadata Files:
  • Readme: README.md
  • Contributing: CONTRIBUTING.md
  • License: LICENSE
  • Code of conduct: CODE_OF_CONDUCT.md
  • Security: SECURITY.md

Awesome Lists containing this project

README

          
# 📊 MDF Price Analysis

![Python](https://img.shields.io/badge/Python-3.10-blue?logo=python)

![FastAPI](https://img.shields.io/badge/FastAPI-API-green?logo=fastapi)

![Pandas](https://img.shields.io/badge/Pandas-Data%20Analysis-blue?logo=pandas)

![License](https://img.shields.io/badge/License-MIT-orange)

## 🚀 Overview

Mdf Price Analysis is a **data processing and analysis service** designed to fetch, clean, and analyze rebar product data from an external API.  

It provides endpoints for:

- Price trend analysis  

- Latest price summaries  

- Forecast data generation for daily, weekly, and monthly periods  

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## ⚡ Features

- 📥 **Fetch live data** from ASP.NET backend  

- 🔄 **Convert dates** between Gregorian & Jalali calendars  

- 📈 **Summarize and analyze** rebar pricing data  

- 🤖 **Forecast future prices** using trend-based calculation  

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## 🛠️ Tech Stack

- **Python 3.10+**

- **FastAPI** (REST API)

- **Pandas** for data processing

- **Requests** for external API calls

- **Jdatetime** for date conversion

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## 📌 Endpoints

| Method | Endpoint        | Description                       |

|--------|----------------|-----------------------------------|

| `GET`  | `/`            | Service health check              |

| `GET`  | `/analyze`     | Analyze all price data            |

| `GET`  | `/analyze-latest` | Get last date price summary     |

| `GET`  | `/forecast`    | Forecast daily, weekly, monthly prices |

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## ⚙️ Installation

# Clone the repo

    git clone https://github.com/frau-azadeh/MdfPriceAnalysis.git

    cd MdfPriceAnalysis

# Create venv and install dependencies

    python -m venv venv

    source venv/bin/activate  # or venv\Scripts\activate on Windows

    pip install -r requirements.txt

# Run FastAPI server

    uvicorn main:app --reload

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## 🤝 Contributing

Contributions are warmly welcomed!

Feel free to fork this repo, create a feature branch, and submit a pull request.

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## 🌻Developed by

Azadeh Sharifi Soltani