{"id":25602824,"url":"https://github.com/magnus0969/gdp-analysis","last_synced_at":"2026-05-12T12:40:33.954Z","repository":{"id":278031851,"uuid":"934300876","full_name":"Magnus0969/GDP-Analysis","owner":"Magnus0969","description":"An in-depth exploration of global GDP trends using Python and data science techniques. 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The project explores GDP growth patterns, economic indicators, and their impact on global and regional economies.\n\n## 🛠 Technologies Used\n- **Python** 🐍\n- **Pandas** 📊\n- **NumPy** 🔢\n- **Plotly** 📉\n- **Jupyter Notebook** 📒\n\n## 📈 Key Features\n- Data preprocessing and cleaning\n- Exploratory Data Analysis (EDA)\n- Statistical insights and visualizations\n- Correlation analysis between GDP and economic indicators\n- Predictive modelling using regression techniques\n\n## 📊 Visualizations\nHere are some insights visualized from the dataset:\n\n\u003cp align=\"center\"\u003e\n  \u003ca href=\"IND_USA.html\" target=\"_blank\"\u003e\n    \u003cimg src=\"Sample Visualization\" alt=\"Sample GDP Visualization\" width=\"800\" /\u003e\n  \u003c/a\u003e\n\u003c/p\u003e\n\n🔗 Click [here](IND_USA.html) to view the interactive visualization.\n\n## 🚀 Getting Started\n### 1️⃣ Clone the Repository\n```bash\ngit clone https://github.com/Magnus0969/GDP-Analysis.git\ncd GDP-Analysis\n```\n\n### 2️⃣ Install Dependencies\n```bash\npip install -r requirements.txt\n```\n\n### 3️⃣ Run Jupyter Notebook\n```bash\njupyter notebook\n```\n\n## 📬 Contact\nFor any questions or collaborations, feel free to reach out on **[LinkedIn](https://www.linkedin.com/in/kmagadi/)**.\n\n---\n\u003cp align=\"center\"\u003eMade with ❤️ by Karthik B Magadi\u003c/p\u003e\n","project_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fmagnus0969%2Fgdp-analysis","html_url":"https://awesome.ecosyste.ms/projects/github.com%2Fmagnus0969%2Fgdp-analysis","lists_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fmagnus0969%2Fgdp-analysis/lists"}