Inspiration
Understanding and visualizing text data is very tough, especially when we have huge paragraphs of text data. Thankfully, word cloud is a technique which helps us to visualize and understand text data better. Also I wanted to make it more safer and protected for the user.
What it does
It takes input as a text data (paragraph or sentences), then it plots the word cloud generated from our data. I added features like SignUp page, Login page to make it more secure.
Applications
- Reviews Analysis
- Sentiment Analysis
- Visualization
- Customers Feedback
- Trends
How we built it
This web app is made with NLP techniques and I have used Streamlit framework to give simple UI to this app.
Challenges we ran into
- Creating UI
- implement techniques to make app more safe and protected
- deploy the app by using hugging face
What we learned
- How to deploy simple web apps and share them
- Different visualization techniques
- About Cybersecurity
What's next for Secured Word Cloud Generator
- I'll add more features related to text data to make the process of analyzing the text data easier
- I'll implement more cybersecurity concepts to make this app more safer, so users information and text data will be safe.
Built With
- hugging-face
- natural-language-processing
- python
- streamlit
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