https://github.com/kasraskari/china-gdp
China's Gross Domestic Product
https://github.com/kasraskari/china-gdp
gdp jupyter-notebook machine-learning python
Last synced: 3 months ago
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China's Gross Domestic Product
- Host: GitHub
- URL: https://github.com/kasraskari/china-gdp
- Owner: KasrAskari
- Created: 2024-06-03T10:11:30.000Z (12 months ago)
- Default Branch: main
- Last Pushed: 2024-12-01T08:33:24.000Z (6 months ago)
- Last Synced: 2025-01-05T03:10:09.545Z (4 months ago)
- Topics: gdp, jupyter-notebook, machine-learning, python
- Language: Jupyter Notebook
- Homepage:
- Size: 159 KB
- Stars: 1
- Watchers: 1
- Forks: 0
- Open Issues: 0
-
Metadata Files:
- Readme: README.md
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README
# China GDP Analysis
## Overview
This project analyzes China's Gross Domestic Product (GDP) over time, providing insights into its economic growth and trends. Using historical data, statistical methods, and visualizations, this repository aims to present a clear understanding of China's economic progress and its impact on global markets.
---
## Features
- **Historical Data Analysis**: Explore GDP trends over decades.
- **Data Visualization**: Graphs and charts for intuitive understanding of GDP changes.
- **Statistical Insights**: Key metrics like GDP growth rates, annual changes, and more.
- **Machine Learning** (Optional): Forecasting future GDP trends using predictive models.
---
## Project Structure
```
China-GDP/
├── data/ # GDP datasets (CSV, Excel, or JSON files)
├── notebooks/ # Jupyter notebooks for analysis and visualization
├── scripts/ # Python scripts for data processing and insights
├── visualizations/ # Generated charts and graphs
├── README.md # Project documentation
└── LICENSE # License information
```
---
## Technologies Used
- **Python**: For data processing and analysis.
- **Pandas**: Data manipulation and cleaning.
- **Matplotlib/Seaborn**: For creating visualizations.
- **Scikit-learn** (optional): Predictive modeling and machine learning.
---
## Dataset
The GDP dataset is sourced from trusted resources such as:
- [Kaggle-chinagdp](https://www.kaggle.com/datasets/afizing/chinagdp)
- [World Bank](https://data.worldbank.org/)
- [IMF](https://www.imf.org/)
Make sure to cite any specific dataset used within the repository.
---
## Resources
For more information about GDP and China's economy:
1. [World Bank - China](https://www.worldbank.org/en/country/china)
2. [China National Bureau of Statistics](http://www.stats.gov.cn/)
3. [IMF Economic Outlook](https://www.imf.org/external/index.htm)