Search icon CANCEL
Arrow left icon
Explore Products
Best Sellers
New Releases
Books
Videos
Audiobooks
Learning Hub
Conferences
Free Learning
Arrow right icon
Arrow up icon
GO TO TOP
Streamlit for Data Science

You're reading from   Streamlit for Data Science Create interactive data apps in Python

Arrow left icon
Product type Paperback
Published in Sep 2023
Publisher Packt
ISBN-13 9781803248226
Length 300 pages
Edition 2nd Edition
Languages
Arrow right icon
Author (1):
Arrow left icon
Tyler Richards Tyler Richards
Author Profile Icon Tyler Richards
Tyler Richards
Arrow right icon
View More author details
Toc

Table of Contents (15) Chapters Close

Preface 1. An Introduction to Streamlit 2. Uploading, Downloading, and Manipulating Data FREE CHAPTER 3. Data Visualization 4. Machine Learning and AI with Streamlit 5. Deploying Streamlit with Streamlit Community Cloud 6. Beautifying Streamlit Apps 7. Exploring Streamlit Components 8. Deploying Streamlit Apps with Hugging Face and Heroku 9. Connecting to Databases 10. Improving Job Applications with Streamlit 11. The Data Project – Prototyping Projects in Streamlit 12. Streamlit Power Users 13. Other Books You May Enjoy
14. Index

Helpful mini-functions with streamlit-extras

I have personally been a part of the Streamlit data product team since the beginning of 2022, and that work unsurprisingly centers around creating Streamlit apps about the business that is Streamlit. The team creates dozens of apps for dozens of business partners, and as a part of that work has created dozens of helper functions that make it more fun and efficient to create Streamlit apps.

Every team has functions like these. At Streamlit, it is encouraged to open-source as much of your work as possible, so we decided to turn these functions into a Python package and release it out to the community.

For example, we had a problem where users of our apps would accidentally just select one date in a date range, and then the entire app would not run correctly. In response to this, we built a mandatory date range picker that will not run the app until two dates are selected! It can be used like this:

from streamlit_extras.mandatory_date_range...
lock icon The rest of the chapter is locked
Register for a free Packt account to unlock a world of extra content!
A free Packt account unlocks extra newsletters, articles, discounted offers, and much more. Start advancing your knowledge today.
Unlock this book and the full library FREE for 7 days
Get unlimited access to 7000+ expert-authored eBooks and videos courses covering every tech area you can think of
Renews at $19.99/month. Cancel anytime