https://github.com/magnus0969/gdp-analysis
An in-depth exploration of global GDP trends using Python and data science techniques. This project involves data preprocessing, exploratory data analysis (EDA), statistical insights, and interactive visualizations to understand economic patterns and correlations.
https://github.com/magnus0969/gdp-analysis
data-science data-visualization gdp-analysis plotly python3
Last synced: about 1 month ago
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An in-depth exploration of global GDP trends using Python and data science techniques. This project involves data preprocessing, exploratory data analysis (EDA), statistical insights, and interactive visualizations to understand economic patterns and correlations.
- Host: GitHub
- URL: https://github.com/magnus0969/gdp-analysis
- Owner: Magnus0969
- Created: 2025-02-17T15:48:53.000Z (over 1 year ago)
- Default Branch: main
- Last Pushed: 2025-02-17T16:04:28.000Z (over 1 year ago)
- Last Synced: 2025-02-17T16:41:22.341Z (over 1 year ago)
- Topics: data-science, data-visualization, gdp-analysis, plotly, python3
- Language: Jupyter Notebook
- Homepage:
- Size: 0 Bytes
- Stars: 0
- Watchers: 1
- Forks: 0
- Open Issues: 0
-
Metadata Files:
- Readme: README.md
Awesome Lists containing this project
README
# 📊 GDP Analysis
## 📌 Overview
This repository contains an in-depth analysis of Gross Domestic Product (GDP) trends using data science techniques. The project explores GDP growth patterns, economic indicators, and their impact on global and regional economies.
## 🛠 Technologies Used
- **Python** 🐍
- **Pandas** 📊
- **NumPy** 🔢
- **Plotly** 📉
- **Jupyter Notebook** 📒
## 📈 Key Features
- Data preprocessing and cleaning
- Exploratory Data Analysis (EDA)
- Statistical insights and visualizations
- Correlation analysis between GDP and economic indicators
- Predictive modelling using regression techniques
## 📊 Visualizations
Here are some insights visualized from the dataset:
🔗 Click [here](IND_USA.html) to view the interactive visualization.
## 🚀 Getting Started
### 1️⃣ Clone the Repository
```bash
git clone https://github.com/Magnus0969/GDP-Analysis.git
cd GDP-Analysis
```
### 2️⃣ Install Dependencies
```bash
pip install -r requirements.txt
```
### 3️⃣ Run Jupyter Notebook
```bash
jupyter notebook
```
## 📬 Contact
For any questions or collaborations, feel free to reach out on **[LinkedIn](https://www.linkedin.com/in/kmagadi/)**.
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Made with ❤️ by Karthik B Magadi