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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

Utilizing Streamlit themes

So far, our applications have all had the exact same background and color scheme, apart from the previous section on the color picker. Streamlit allows us to update our applications and change the color of the background and the various components in our app as a customization feature. Using this, we can create Streamlit apps that default to dark mode, or that have the perfect colors for our app, or even create themes that ensure that people affected by color-blindness can see all of our visualizations. 

There are two ways to edit the theme of an app – through the UI or through the same config.toml setup we used in Chapter 3, Data Visualization. When we run our Streamlit apps, in the top-right corner, there is a little hamburger icon. When we click that icon and then click Settings, we will see the following options pop up in the middle of our screen:

Figure 6.9 – Theme edits

Using the preceding menu, we can...

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