Version 1 App Link-> https://prathmesh444-whatsapp-chat-analyzer-app-e5qwkm.streamlit.app/
The Chat Relationship Analyzer is a web application that utilizes text preprocessing and exploratory data analysis to uncover intriguing insights and relationship patterns between two or more individuals. Whether you're curious about the dynamics of a WhatsApp group chat or want to explore the interactions between friends, this web app provides a real-time analysis of the conversations. 💬🔍📊
- Real-time analysis: The web app leverages Python libraries such as NLTK, Plotly, and Streamlit to perform real-time analysis of WhatsApp chats. 💻⏱️📈
- Text preprocessing: By employing advanced text preprocessing techniques, the analyzer effectively cleans and prepares the chat data for further analysis. 🔄🔍
- Exploratory data analysis: Using various data exploration methods, the web app presents fascinating insights and uncovers patterns in the relationship dynamics of the chat participants. 📈🔍🧠
- Language support: The application currently supports both English and Hinglish text, making it a perfect fit for Indian chat conversations. 🟠⚪🟢
- Clone the repository to your local machine.
- Install the required dependencies using
pip install -r requirements.txt
. - Run the application using
streamlit run app.py
. - Access the web app in your browser at
https://prathmesh444-whatsapp-chat-analyzer-app-e5qwkm.streamlit.app/
.
- Upload your WhatsApp chat export file in
.txt
format. - Select the chat participants whose relationship you want to analyze.
- Explore the interactive visualizations and textual insights provided by the web app.
- Gain a deeper understanding of the relationship dynamics and patterns within the chat.
Contributions are welcome! If you have any suggestions, bug reports, or feature requests, please open an issue or submit a pull request. Let's collaborate to make the Chat Relationship Analyzer even better! 👥🙌
We would like to express our gratitude to the developers and maintainers of the NLTK, Plotly, and Streamlit libraries for their valuable contributions to the project. 🙏👏
For any inquiries or further information, please reach out to us at [[email protected]]. We would be happy to assist you! ✉️📞
Enjoy exploring the intriguing relationship dynamics of your chats with the Chat Relationship Analyzer! 🕵️♀️💬🔍📊