https://github.com/akshitagupta15june/worldgdp-analysis-using-chatgpt-dash-plotly
World GDP Analysis using ChatGPT, Dash & Plotly
https://github.com/akshitagupta15june/worldgdp-analysis-using-chatgpt-dash-plotly
Last synced: 3 months ago
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World GDP Analysis using ChatGPT, Dash & Plotly
- Host: GitHub
- URL: https://github.com/akshitagupta15june/worldgdp-analysis-using-chatgpt-dash-plotly
- Owner: akshitagupta15june
- License: mit
- Created: 2023-08-23T11:03:30.000Z (about 2 years ago)
- Default Branch: main
- Last Pushed: 2023-08-27T08:42:02.000Z (about 2 years ago)
- Last Synced: 2025-04-07T03:35:44.341Z (6 months ago)
- Language: Python
- Homepage:
- Size: 162 KB
- Stars: 5
- Watchers: 2
- Forks: 1
- Open Issues: 0
-
Metadata Files:
- Readme: README.md
- License: LICENSE
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README
# World GDP Analysis using ChatGPT
This project demonstrates the use of the Dash framework to create an interactive web application for visualizing and analyzing world GDP data. The application integrates the Plotly library for data visualization and utilizes the OpenAI GPT-3 model for natural language processing interactions. Users can explore world GDP data, visualize it on a choropleth map, ask questions using a chat interface, and even compare GDP values of multiple countries over time using line charts.
## Table of Contents
- [Setup](#setup)
- [Usage](#usage)
- [Features](#features)
- [Dependencies](#dependencies)
- [Contributing](#contributing)
- [License](#license)
## Setup
1. Clone this repository to your local machine.
```bash
git clone https://github.com/akshitagupta15june/WorldGDP-Analysis-using-ChatGPT.git
cd WorldGDP-Analysis-using-ChatGPT
```
Install the required dependencies using pip.
```bash
pip install pandas plotly dash openai
```
Replace 'YOUR_OPENAI_API_KEY_HERE' with your actual OpenAI API key in the app.layout section of the app.py file.
## Usage
1. Run the Dash app locally:
```bash
python app.py
```
## Run the Dash app locally.
```bash
python app.py
```
Open a web browser and navigate to http://127.0.0.1:8050/ to access the application.
## Features
Choropleth Map: Visualize world GDP data on an interactive choropleth map.
Color Scale Selector: Choose different color scales for the choropleth map.
Chat Interface: Ask questions about world GDP using the GPT-3 powered chat interface.
## Dependencies
Python 3.x
Pandas
Plotly Express
Dash
OpenAI
## Contributing
Contributions are welcome! If you have any ideas, suggestions, or improvements, feel free to open an issue or create a pull request.
## License
This project is licensed under the MIT License.