This is part two of our three part series Part 1: Python API deployment with RStudio Connect: Flask Part 2: Python API deployment with RStudio Connect: FastAPI (this post) Part 3: Python API deployment with RStudio Connect: Streamlit (to be published) RStudio Connect is a platform which is well known for providing the ...

This is part one of our three part series Part 1: Python API deployment with RStudio Connect: Flask (this post) Part 2: Python API deployment with RStudio Connect: FastAPI (to be published) Part 3: Python API deployment with RStudio Connect: Streamlit (to be published) RStudio recently announced they are changing to Posit. Their ...

We would posit (see what we did there) that R-{shiny} has been a boon for data science practitioners using the R language over the last decade. We know that in our Python work, we have certainly been clamouring for something of the same ilk. And whilst there are other ...

When developing a package it is essential to track the changes you make to your code. This is especially vital if they are breaking changes which have implications for any code written that depend...

July 25 - 28 2022 saw thousands of people attend rstudio::conf(2022) both in-person in Washington D.C. and virtually from all over the world, including a few of us from Jumping Rivers. Here’...

We’re now three months on from the initial release of Diffify, and what a few months it’s been! We thought now seemed like a good time to give you an overview of the big updates that D...

This is part two of our two part series Part 1: Theming diffify for accessibility: Part 1 Part 2: Theming diffify for accessibility: Part 2 (this post) In Part 1 of this two-post blog series I c...

For most web developers the switch from desktop or laptop to mobile device will be something they do most days. We know what a designed-only-for-desktop experience feels like on a mobile device an...

This is part two of our three part series Part 1: Recreating the Shiny App tutorial with a Plumber API + React: Part 1 Part 2: Recreating the Shiny App tutorial with a Plumber API + React: Part 2 (this post) Part 3: Recreating the Shiny App tutorial with a Plumber API + React: Part 3 (to be published) ...

At Jumping Rivers, we love data science! Surprised? Didn’t think so … But, did you know that as well as providing training and consultancy, we also like to get involved with the data ...

This is part one of our three part series Part 1: Recreating the Shiny App tutorial with a Plumber API + React: Part 1 (this post) Part 2: Recreating the Shiny App tutorial with a Plumber API + React: Part 2 (to be published) Part 3: Recreating the Shiny App tutorial with a Plumber API + React: Part 3 (...

Introduction RStudio Workbench provides a development environment for R, Python, and many other languages. When developing a performant web application you may progress from Shiny towards tools li...

If you’re based in the North East of England and you’re looking for a place to discuss all things R with like-minded people, then you might want to check out the North East Data Scient...

Choosing which colours to use in a plot is an important design decision. A good choice of colour palette can highlight important aspects of your data, but a poor choice can make it impossible to i...

At Jumping Rivers, we have a wealth of experience developing and maintaining Shiny applications. Over the past year, we have been maintaining a Shiny application for the World Health Organization ...

Registration is now open! Organisation is now well under way for Shiny in Production on 6th-7th October! Our events team here at Jumping Rivers have been hard at work to make sure the conference i...

If you came here looking for an introduction to water, or a synopsis of the 2003 TV series about teenage mermaids you have sadly come to the wrong place. The H2O that we will talk about is H2O.ai,...

The trainers here at Jumping Rivers have been busy developing a host of new courses for your programming pleasure! We have recently developed several new courses, which are now available to view o...

Maintaining training materials Over the last few years, we increased both the number and types of training courses we offer. In addition to our usual R courses in {dplyr} and {shiny}, we also offe...

Web applications that are Web Content Accessibility Guidelines (WCAG) compliant are becoming an increasingly prominent part of my role as a data scientist as the importance of ensuring that data products are available to all takes a more central focus. This is particularly true in the case of building solutions ...