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Jumping Rivers
@jumpingrivers.com
#python, #rstats, #shiny, #datascience training and consultancy. We help organisations extract the most from their data.
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Python 3.14 was released on 7th October. In our latest blog post we summarise the most interesting changes to the Python ecosystem in 2025 that affect data science.

#Python #DataScience
What's new for Python in 2025?
Python 3.14 was released in October. Here we summarise some of the more interesting changes and some trends in Python development and data-science over the past year.
www.jumpingrivers.com
If you want to strengthen your machine learning skills with Python before 2026, join our free session this Thursday, 20 November at 13:05 BST with Aida Gjoka.

Learn the basics in 55 minutes, pick up steps you can use straight away and unlock exclusive discounts!

#DataScience #MachineLearning
Elevate Your Skills and Boost Your Career – Free Jumping Rivers Webinar on 20th November!
Stay ahead of the curve with Jumping Rivers’ next free monthly webinar, 'Machine Learning with Python', where you’ll level up your data skills in just 55 minutes and unlock exclusive learning perks.
www.jumpingrivers.com
November 17, 2025 at 2:04 PM
Hello from Hamburg! PHUSE EU Connect is underway, and we’re excited to be here.

If you’re attending, come say hello to Esther and Amieroh.

#PHUSE
November 17, 2025 at 11:20 AM
We’re hiring a Junior Systems Administrator! If you like solving problems, working with Linux, and keeping systems running smoothly, you’ll fit right in at Jumping Rivers.

Find out more on our website.

#Hiring #TechJobs #Linux #SystemsAdmin #JumpingRivers
Junior Systems Administrator: Jumping Rivers is hiring!
Jumping Rivers is hiring a Junior Systems Administrator at its Newcastle Upon Tyne offices.
jumping-rivers.welcomekit.co
November 13, 2025 at 11:16 AM
We're hosting two meetups this month:

📍 20 Nov – Newcastle
Myles Mitchell: Programming with LLMs in R & Python
🔗 www.meetup.com/newcastle-up...

📍 25 Nov – Leeds
Dan & Dr Zeinab: LLM tools & explainability
🔗 www.meetup.com/leeds-data-s...

Come join us 👋

#DataScience #AI
North East Data Scientists | Meetup
*We are the North East Data Scientists, and we love all things data!*We are an inclusive community which meets *four times a year* to listen to talks from data innovators, experts, and enthusiasts, as well as to learn about the latest data science tools and technologies with hands-on-workshops!All o
www.meetup.com
November 12, 2025 at 11:15 AM
We’re at ISPOR Europe 2025, and you can find us at stand 1115.

If you’re around, come say hi. We’re chatting about R, Python, Posit, and how teams build analysis platforms.

Esther and Colin are here all through the event.

We’ve got resources, hex stickers, and goodies!

#ISPOREurope #RStats
November 10, 2025 at 12:26 PM
We’ll be at ISPOR Europe 2025 in Glasgow from the 9th to the 12th!

Looking forward to a few days of good conversations about data, open-source tools, and patient-centred innovation.

If you’re attending, come say hi at the booth and look out for Esther and Colin from our team.

#ISPOREurope
November 7, 2025 at 10:37 AM
The inaugural @rainbowr.org #rstats conference has just been added jumpingrivers.github.io/meetingsR/

Thanks @statsrhian.bsky.social
A list of R conferences and meetings
A list of R conferences and meetings.
jumpingrivers.github.io
November 6, 2025 at 8:52 PM
In our latest blog post we compare the syntax of two Python libraries, Pandas and Polars for standard data-manipulation tasks.

#python #polars #pandas
Polars and Pandas - Working with the Data-Frame
In our latest blog post we compare the Pandas and Polars syntax for standard data-manipulation tasks.
www.jumpingrivers.com
November 6, 2025 at 2:12 PM
We wrapped Shiny in Production 2025 in Newcastle last week!

It was two days of practical talks, async demos, UI sessions, and Shiny projects from healthcare, government, and research.

Missed it?

Our recap blog walks through everything we covered.

#RStats #Shiny #DataScience #Python #OpenSource
Highlights from Shiny in Production (2025)
This October, Jumping Rivers hosted the fourth installment of our conference "Shiny In Production". Here we summarise the talks and workshops that were presented.
www.jumpingrivers.com
November 5, 2025 at 12:03 PM
Data dashboards are our passion at Jumping Rivers. Earlier this year, we created a gallery to demonstrate our application-development capabilities.

#Rstats #Data #Dashboards
Announcing the Jumping Rivers Dashboard Gallery
At Jumping Rivers we love data dashboards and are delighted to announce the release of a gallery to showcase our application-development skills.
www.jumpingrivers.com
November 4, 2025 at 11:56 AM
We are happy to share that we'll be at ISPOR Europe next week.

If you are attending come by, and say hello!

#Rstats #Conference #Networking
ISPOR Europe 2025
Healthcare leaders met at ISPOR Europe 2025, the leading European conference for HEOR, 9-12 November for discussion and dissemination of the latest trends in healthcare.
www.ispor.org
November 4, 2025 at 11:55 AM
Creating well-structured Python packages is essential for reproducible, scalable code. In our blog series, we demonstrate how to use Poetry to create a Python package.

#Python #Poetry #SoftwareDevelopment #PackageManagement
Creating a Python Package with Poetry for Beginners
In this two-part blog series, I am going to demonstrate how to use Poetry to create a Python package, set up testing infrastructure and install it.
www.jumpingrivers.com
November 4, 2025 at 9:07 AM
Diffify is a platform that compares different versions of R packages (from CRAN) and Python packages (from PyPI). It helps you quickly see what's changed between the package version you're using and newer releases, including updates from NEWS files, dependencies, namespaces, functions.

#R #Python
Welcome to diffify!
Diffify provides you with a comparison between different versions of R packages stored on CRAN or Python packages stored on PyPI.
diffify.com
November 3, 2025 at 11:40 AM
If your Posit Team products setup isn't working for you, or you've encountered bugs, our Posit Health Check is for you. Our team of Posit experts can review your configuration for you and ensure it's set up correctly, so you can get the most out of your Posit products.

#PositHealthCheck
Posit Health Check
If your Posit Team products set-up isn't working for you, or you've noticed bugs, quirks and instability, our Posit Health check is for you. Our team of Posit specialists will check your setup against established best practices to see how your installation matches up. We have a range of offerings, whether you just want an issue report, through to specific guidance on issue resolution, risk assessments and authentication checks.
www.jumpingrivers.com
October 31, 2025 at 11:40 AM
Just added Bioc 2026 to the list of next year's #rstats conferences jumpingrivers.github.io/meetingsR/
A list of R conferences and meetings
A list of R conferences and meetings.
jumpingrivers.github.io
October 28, 2025 at 10:07 PM
In our latest post in our Python package development blog series, we discuss how to create a package in python, add documentation, testing and publish to PyPI.

#datascience #package #development #python
Creating a Python Package with Poetry for Beginners Part2
"In part two of this blog series, I am going to demonstrate how to use document, test and publish a python package."
www.jumpingrivers.com
October 24, 2025 at 9:42 AM
Python 3.14 was released on 7th October. In our latest blog post we summarise the most interesting changes to the Python ecosystem in 2025 that affect data science.

#Python #DataScience
What's new for Python in 2025?
Python 3.14 was released in October. Here we summarise some of the more interesting changes and some trends in Python development and data-science over the past year.
www.jumpingrivers.com
October 17, 2025 at 10:13 AM
Just added @posit.co Conf 2026 to the list of conferences. Let us know if we've missed any! #rstats

jumpingrivers.github.io/meetingsR/ev...
Events | A list of R conferences and meetings
Events | A list of R conferences and meetings.
jumpingrivers.github.io
September 20, 2025 at 4:43 PM
First #rstats conference of 2026 added to jumpingrivers.github.io/meetingsR/ev...

@user-conf.bsky.social 2026 in Poland
September 12, 2025 at 9:02 AM
Our latest blog post is about Kubernetes! Our very own Shane Halloran shares real-world lessons from deploying Posit Workbench on Azure Kubernetes Service (AKS), including practical debugging tips, and the importance of looking beyond the cluster when issues arise.

#RStats #Kubernetes #Azure
Beyond the AKS Basics: Practical Tips for Your Kubernetes Journey
In this blog I’ll share real-world lessons from deploying Posit Workbench on Azure Kubernetes Service (AKS), including practical debugging tips, common pitfalls, and the importance of looking beyond the cluster when issues arise.
www.jumpingrivers.com
September 11, 2025 at 11:05 AM
Do you have a package you want us to assess at #positconf? Let us know, and we’ll present the results at the lunch and learn.

jumpingrivers.typeform.com/to/FfWU3pV1

#rstats
September 4, 2025 at 1:30 PM
In our latest blog post we introduce the ARIMA framework for time series forecasting and demonstrate the process using a real world example with Python.

www.jumpingrivers.com/blog/time-se...

#DataScience #python #timeseries
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Creating clarity with your data
www.jumpingrivers.com
August 28, 2025 at 10:47 AM
For quite some time, AI had kept it's grubby little hands out of the music production world.

To learn more about the impact of AI in music production read out latest blog post!

#AI #MusicProduction #DataScience
Stem Separation - How AI Has Found It's Way Into Music Production
For quite some time, AI had kept it's grubby little hands out of the music production world. Now, a good percentage of the plugins (a plugin is a piece of software you can "plug in" to an audio track to add effects or generate audio) I see are advertised as "using AI". From reverb removers (yes, that's right, you can now remove the reverb from an audio recording), to EQ analysers. Today we'll focus on stem separation.
www.jumpingrivers.com
August 14, 2025 at 10:17 AM
The Shiny in Production Conference is fast approaching — and we couldn’t make it happen without the incredible support of our sponsors!

A big thank you to:

- Posit
- ThinkR
- Datacove
- Newcastle University Solve
- CRC Press
- R Consortium

#RStats #DataScience #ShinyInProduction #Sponsors
Shiny in Production 2025: Sponsors
Shiny in Production Conference is fast approaching and we wouldn't be able to put it on without the support of our sponsors!
www.jumpingrivers.com
August 5, 2025 at 9:43 AM
In our latest blog post, our Data Scientist Osheen MacOscar shares a great overview of how to use {ggplot2} and {gganimate}, when dealing with spatial data.

#rstats #datavis #spatialdata #maps
Animated Maps with {ggplot2} and {gganimate}
In this blog we are creating an animated map of the gapminder data using {ggplot2} and {gganimate}. In the process we will cover some of the common pitfalls when working with spatial data and how to get round them!
www.jumpingrivers.com
July 31, 2025 at 10:41 AM