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Dev tools · January 29, 2024

Shiny Express – Reactive web framework for data science in Python

Shiny is an open source web framework for data scientists to create interactive web applications, using Python or R. Shiny for R has been around since 2012, Shiny for Python since 2022. Today, we're releasing Shiny Express, a new syntax for writing Shiny for Python apps that is dramatically simpler and more concise. You can write full-stack interactive applications that manipulate and visualize your data in realtime, using a syntax that is highly reminiscent of writing a regular Python script.

Shiny Express – Reactive web framework for data science in Python launched on January 29, 2024 with 33 votes, #910 of 4,437 launches that month and more than 90% of that year's launches. The site was still online in September 2026, 2 years on.

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In plain words

Shiny Express is an open source web framework that lets Python data scientists build interactive web applications with a simplified syntax resembling standard Python scripts. It enables real-time data manipulation and visualization in full-stack applications without requiring extensive web development knowledge. This new syntax for Shiny for Python offers a more concise alternative to previous versions, making it accessible to those primarily experienced with data science rather than web development.

written from the facts on this page · September 2026

From the sources

Today we’re officially announcing the most important addition to Shiny for Python since its inception: Shiny Express, a new way to write Shiny apps in Python! Shiny Express is designed to make it significantly easier to get started with Shiny, and to write simple apps with a minimum of boilerplate. Here’s what a simple “Hello, World” app looks like in Shiny Express: from sh

posit::conf is September 14-16 in Houston, TX! Register now to attend in person or virtually. Today we’re officially announcing the most important addition to Shiny for Python since its inception: Shiny Express , a new way to write Shiny apps in Python! Shiny Express is designed to make it significantly easier to get started with Shiny, and to write simple apps with a minimum of boilerplate. The ui.input_text() function creates a text input, and the @render.text decorator makes the output of the greeting() function appear on the page. After installing Shiny with pip install shiny , you can save this code as app.py and start the app with shiny run app.py . Or, skip the install and try…from shiny.posit.co

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