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Web App Development Made Simple with Streamlit

You're reading from   Web App Development Made Simple with Streamlit A web developer's guide to effortless web app development, deployment, and scalability

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Product type Paperback
Published in Feb 2024
Publisher Packt
ISBN-13 9781835086315
Length 350 pages
Edition 1st Edition
Languages
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Author (1):
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Rosario Moscato Rosario Moscato
Author Profile Icon Rosario Moscato
Rosario Moscato
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Table of Contents (23) Chapters Close

Preface 1. Part 1: Getting Started with Streamlit
2. Chapter 1: Getting to Know Streamlit – A Brief Overview FREE CHAPTER 3. Chapter 2: Setting Up the Python Coding Environment 4. Chapter 3: Exploring Streamlit’s Features and Functionality 5. Part 2: Building a Basic Web App for Essential Streamlit Skills
6. Chapter 4: Streamlit Essentials – Configuring the Environment, Managing Packages, and More 7. Chapter 5: Organizing and Displaying Content with Columns, Expanders, and NLP Techniques 8. Chapter 6: Implementing NLP Techniques for Text Analysis and Processing in Streamlit 9. Chapter 7: Sharing and Deploying Your Apps on the Cloud Using Streamlit Share 10. Part 3: Developing Advanced Skills with a Covid-19 Detection Tool
11. Chapter 8: Advanced Environment Setup and Package Management for Building an AI-Powered Web App 12. Chapter 9: Optimizing Streamlit Web App UX with Customization and UI Features 13. Chapter 10: Utilizing Pretrained Models to Create Specialized and Personalized Web Applications 14. Chapter 11: Deploying and Managing Complex Libraries on Streamlit Share 15. Part 4: Advanced Techniques for Secure and Customizable Web Applications
16. Chapter 12: Smart File Uploading – Advanced Techniques for Professional Web Applications 17. Chapter 13: Creating a Secure Login and Signup Process for Web Applications 18. Chapter 14: Customizing Pages, Personalizing Themes, and Implementing Multi-Pages 19. Chapter 15: Enhancing Web Apps with Forms, Session State, and Customizable Subdomains 20. Chapter 16: Takeaways and Conclusion 21. Index 22. Other Books You May Enjoy

Organizing and Displaying Content with Columns, Expanders, and NLP Techniques

In this chapter, we will develop all the business logic required for the skeleton app we implemented in Chapter 4. We are going to learn about some extremely important features of Streamlit.

Columns and expanders are two layout features in the Streamlit framework that allow for more flexible and organized display of content in a web application.

Columns allow for dividing the screen horizontally into multiple sections, each with its own content. This is useful for displaying multiple visualizations or data tables side by side, or for separating different parts of the app’s interface. Expanders, on the other hand, allow for collapsing and expanding sections of content within a column. This is useful for hiding less important or less frequently used parts of the app’s interface, and allowing users to expand them only when needed.

In NLP, tokens are individual text units segmented by white...

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