Initial commit for Global Warming Forecast Tool

Author: Pınar Topuz

README.md

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+# 🌍 Global Warming Forecast Tool
+
+![Global Warming GIF](https://media.giphy.com/media/26ufdipQqU2lhNA4g/giphy.gif)
+
+An advanced tool for analyzing and forecasting climate trends using ARIMA and Prophet models. Designed for researchers, policy-makers, and enthusiasts, it offers interactive visualizations, scenario simulations, and insights into global warming dynamics.
+
+---
+
+## 🚀 Features
+
+- **🔮 Time Series Forecasting:** Interactive forecasting using ARIMA & Prophet models to predict future climate trends.
+- **📊 Advanced Visualizations:** Dynamic visualizations including time series plots, correlation heatmaps, and more to explore climate data effectively.
+- **🌍 Scenario Analysis:** Simulate the potential impact of scenarios like "No Policy Change," "Carbon Neutral by 2050," and "Global Collaboration."
+- **📈 Data Upload & Analysis:** Upload your own datasets to explore insights, correlations, and patterns.
+- **📥 Download Reports:** Export your analysis in multiple formats including CSV, Excel, and PDF.
+- **🌐 User-Friendly Interface:** A sleek, easy-to-navigate dashboard powered by Streamlit for seamless interaction.
+
+---
+
+## 🛠️ Technologies Used
+
+<div align="center">
+  <img src="https://cdn-icons-png.flaticon.com/512/5968/5968350.png" alt="Python" width="40" height="40" />&nbsp;
+  <img src="https://streamlit.io/images/brand/streamlit-logo-primary-colormark-lighttext.png" alt="Streamlit" width="120" />&nbsp;
+  <img src="https://upload.wikimedia.org/wikipedia/commons/3/37/Plotly-logo-01-square.png" alt="Plotly" width="40" height="40" />&nbsp;
+  <img src="https://altair-viz.github.io/_static/altair-logo-light.png" alt="Altair" width="40" height="40" />&nbsp;
+  <img src="https://upload.wikimedia.org/wikipedia/commons/8/84/Matplotlib_icon.svg" alt="Matplotlib" width="40" height="40" />&nbsp;
+  <img src="https://seaborn.pydata.org/_static/logo-wide-lightbg.svg" alt="Seaborn" width="120" />
+  <img src="https://upload.wikimedia.org/wikipedia/commons/e/ed/Pandas_logo.svg" alt="Pandas" width="100" height="40" />&nbsp;
+  <img src="https://prophetpy.readthedocs.io/en/latest/_static/prophet-logo.png" alt="Prophet" width="100" height="40" />&nbsp;
+  <img src="https://upload.wikimedia.org/wikipedia/commons/1/1d/Scikit_learn_logo_small.svg" alt="Scikit-learn" width="40" height="40" />
+</div>
+
+---
+
+## 📋 Table of Contents
+
+1. [Installation](#installation)
+2. [Usage](#usage)
+3. [Project Structure](#project-structure)
+4. [Features in Detail](#features-in-detail)
+5. [Interactive Dashboard](#interactive-dashboard)
+6. [Contributing](#contributing)
+7. [License](#license)
+
+---
+
+## 🛠️ Installation
+
+1. Clone the repository:
+   ```bash
+   git clone https://github.com/ThecoderPinar/GlobalWarmingForecast.git
+   ```
+2. Navigate to the project directory:
+   ```bash
+   cd GlobalWarmingForecast
+   ```
+3. Install the required dependencies:
+   ```bash
+   pip install -r requirements.txt
+   ```
+
+---
+
+## ▶️ Usage
+
+1. **Run the Application:**
+   ```bash
+   streamlit run app.py
+   ```
+2. **Navigate the Interface:**
+   - **📥 Upload & Analyze Data:** Upload your dataset in CSV format to explore and analyze.
+   - **🔮 Time Series Forecast:** Generate ARIMA & Prophet model forecasts for temperature anomalies.
+   - **📋 Generate Reports:** Download your results in various formats, including CSV, Excel, and PDF.
+
+---
+
+## 📂 Project Structure
+
+```
+GlobalWarmingForecast/
+├── app.py               # Main Streamlit application
+├── data/                # Data files
+├── models/              # ARIMA & Prophet models
+├── requirements.txt     # Dependencies
+├── README.md            # Project documentation
+```
+
+---
+
+## 💡 Features in Detail
+
+### 🔮 Time Series Forecasting
+- Forecast temperature anomalies using **ARIMA** and **Prophet** models.
+- Visualize the results with interactive Plotly charts, allowing users to zoom, pan, and explore the trends.
+
+![ARIMA Forecast GIF](https://media.giphy.com/media/LmNwrBhejkK9EFP504/giphy.gif)
+
+### 📊 Advanced Visualizations
+- Visualize correlation heatmaps, scatter plots, histograms, and time series trends.
+- Customize graphs based on different metrics and gain insights into relationships between variables.
+
+### 🌍 Scenario Analysis
+- Simulate different scenarios such as:
+  - **"No Policy Change"**: Forecast the impact if current policies remain unchanged.
+  - **"Carbon Neutral by 2050"**: Analyze the potential effects of achieving carbon neutrality.
+  - **"Global Collaboration"**: Understand how international efforts can change climate outcomes.
+
+### 📈 Data Upload & Analysis
+- Upload your own datasets (CSV format) to perform interactive analysis.
+- Features include summary statistics, correlation matrices, and the ability to explore trends through different visualizations.
+
+---
+
+## 📊 Interactive Dashboard
+
+The **Interactive Dashboard** offers:
+- **Real-Time Forecasting**: Choose different time horizons and models to see how climate trends evolve.
+- **Dynamic Visualizations**: Toggle between different visual elements to explore the data in depth.
+- **Scenario Customization**: Adjust inputs such as greenhouse gas emissions and renewable energy usage to see how predictions change.
+
+![Interactive Dashboard GIF](https://media.giphy.com/media/3o6Zt481isNVuQI1l6/giphy.gif)
+
+---
+
+## 🤝 Contributing
+
+We welcome contributions! Here's how you can help:
+- **Fork the repository**
+- **Create a new branch** (`git checkout -b feature-name`)
+- **Commit your changes** (`git commit -m 'Add some feature'`)
+- **Push to the branch** (`git push origin feature-name`)
+- **Open a pull request**
+
+For major changes, please open an issue first to discuss what you would like to change.
+
+---
+
+## 📜 License
+
+This project is licensed under the MIT License - see the [LICENSE](LICENSE) file for details.
+
+---
+
+## 🌟 Show Your Support
+
+If you found this project useful, please consider giving it a ⭐ on GitHub!
+
+<div align="center">
+  <a href="https://github.com/ThecoderPinar/GlobalWarmingForecast">
+    <img src="https://img.shields.io/github/stars/your-repo/GlobalWarmingForecast?style=social" alt="GitHub Repo stars">
+  </a>
+</div>
+
+---
+
+## 📧 Contact
+
+For any inquiries, please reach out:
+- **Email:** [[email protected]](mailto:[email protected])
+- **GitHub:** [@your-repo](https://github.com/your-repo)
+- **LinkedIn:** [Your LinkedIn](https://www.linkedin.com/piinartp)
+
+---
+
+<div align="center">
+  <a href="#installation">
+    <img src="https://img.shields.io/badge/🔗-Go%20to%20Installation-blue" alt="Go to Installation" style="margin: 10px;">
+  </a>
+  <a href="#usage">
+    <img src="https://img.shields.io/badge/▶️-Go%20to%20Usage-green" alt="Go to Usage" style="margin: 10px;">
+  </a>
+  <a href="#contributing">
+    <img src="https://img.shields.io/badge/🤝-Contributing-orange" alt="Contributing" style="margin: 10px;">
+  </a>
+</div>
+