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Getting Started with Streamlit for Data Science

You're reading from   Getting Started with Streamlit for Data Science Create and deploy Streamlit web applications from scratch in Python

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Product type Paperback
Published in Aug 2021
Publisher Packt
ISBN-13 9781800565500
Length 282 pages
Edition 1st Edition
Languages
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Author (1):
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Tyler Richards Tyler Richards
Author Profile Icon Tyler Richards
Tyler Richards
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Table of Contents (17) Chapters Close

Preface 1. Section 1: Creating Basic Streamlit Applications
2. Chapter 1: An Introduction to Streamlit FREE CHAPTER 3. Chapter 2: Uploading, Downloading, and Manipulating Data 4. Chapter 3: Data Visualization 5. Chapter 4: Using Machine Learning with Streamlit 6. Chapter 5: Deploying Streamlit with Streamlit Sharing 7. Section 2: Advanced Streamlit Applications
8. Chapter 6: Beautifying Streamlit Apps 9. Chapter 7: Exploring Streamlit Components 10. Chapter 8: Deploying Streamlit Apps with Heroku and AWS 11. Section 3: Streamlit Use Cases
12. Chapter 9: Improving Job Applications with Streamlit 13. Chapter 10: The Data Project – Prototyping Projects in Streamlit 14. Chapter 11: Using Streamlit for Teams 15. Chapter 12: Streamlit Power Users 16. Other Books You May Enjoy

Debugging Streamlit Sharing

Streamlit Sharing also gives us access to the logs of our apps themselves, which will show up on our terminal if we are deploying our apps locally. At the bottom right, whenever we are viewing our own applications, there is a Manage Application button, which allows us to access our logs. From this menu of options, we can reboot, delete, or download logs from our app, along with viewing our other available apps and logging out from Streamlit. 

Streamlit Secrets

When creating and deploying Streamlit apps, you may want to use some information that is not viewable by the user of your app. The default in Streamlit Sharing is for public GitHub repositories with entirely public code, data, and models. But if, say, you want to use a private API key as many APIs (for example, Twitter's scraping API, or the Google Maps API) require, or want to programmatically access data stored in a password protected database, or even if you would like to password...

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