https://github.com/lunaticpython2003/charactolyzer-devjam-2023
An ML model to predict the personality of a person based on the chats the person does in Whatsapp group
https://github.com/lunaticpython2003/charactolyzer-devjam-2023
machine-learning nlp python streamlit
Last synced: about 1 month ago
JSON representation
An ML model to predict the personality of a person based on the chats the person does in Whatsapp group
- Host: GitHub
- URL: https://github.com/lunaticpython2003/charactolyzer-devjam-2023
- Owner: LunaticPython2003
- License: mit
- Created: 2023-05-14T13:09:01.000Z (about 3 years ago)
- Default Branch: master
- Last Pushed: 2023-08-18T05:59:05.000Z (almost 3 years ago)
- Last Synced: 2025-05-31T11:42:28.671Z (about 1 year ago)
- Topics: machine-learning, nlp, python, streamlit
- Language: Python
- Homepage:
- Size: 429 KB
- Stars: 0
- Watchers: 1
- Forks: 1
- Open Issues: 0
-
Metadata Files:
- Readme: README.md
- License: LICENSE
Awesome Lists containing this project
README
# Charactolyzer (DevJam 2023)
Charactolyzer is a project that predicts a person's character based on the chats they have participated in a WhatsApp group. It uses natural language processing techniques to analyze the text data and provide insights into the personality traits of individuals.
## Getting Started
To get started with Charactolyzer, follow these steps:
- ### Prerequisite
Export the WhatsApp chats and put it in your convinient location
Note - Currently, only group chats work
- ### Install Dependencies
``` shell
pip install -r requirements.txt
```
This will ensure that all the necessary libraries and packages are installed in your Python environment.
- ### Run Charactolyzer
``` shell
python -m charactolyzer
```
This command will execute the charactolyzer module, which is the entry point for the project. Make sure you are in the project directory when running this command. It will then analyze the WhatsApp group chat data and generate personality predictions based on the text messages that you upload to the website
## Conclusion
By following the steps outlined above, you can start using the Charactolyzer project to predict the personality traits of individuals based on their WhatsApp group chats. Remember to customize the project according to your specific requirements and dataset.
## Demonstration of the Project:
https://github.com/LunaticPython2003/Charactolyzer-DevJam-2023/assets/34091879/b67bc105-653f-435f-881f-7b4fa9e7c76d
## 😍 Our Valuable Contributors
Thanks to these wonderful people ✨
💙 Happy Contributions !! 💙
## 📜 License
Distributed under the MIT License.
[MIT](LICENSE)