@Posit@fosstodon.org
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Posit

@Posit@fosstodon.org

We make free, open-source software for data scientists like the RStudio IDE.

We're formerly known as RStudio. You can always download our open-source IDE here. https://posit.co/download/rstudio-desktop/

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Posit, to random
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We're excited to announce that we're partnering with Snowflake!

Snowflake and Posit have partnered to combine Posit's powerful, user-friendly tools for data science development and publishing with Snowflake's scalable and secure platform.

Learn more about the partnership and what's to come in our most recent blog post: https://posit.co/blog/harnessing-data-with-snowflake-and-posit/

Posit, (edited ) to random
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ggplot2 3.5.0 is Off the Scales! This tidyverse blog post explores updates to Axes in ggplot2 3.5.0.

Learn more at https://www.tidyverse.org/blog/2024/02/ggplot2-3-5-0-axes/

Posit, to random
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We are excited to announce that Posit will continue to provide opportunity scholarships to individuals worldwide who are members of an underrepresented group so they can attend posit::conf(2024)!

You can explore more about posit::conf(2024), including information about our opportunity scholarship program in the blog post below.

🔗 https://posit.co/blog/posit-conf-2024-announcement/

Posit, to random
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Tools you love. The data platform you trust.

Posit is now integrated with the Databricks Data Intelligence Platform.

Why should you care? This partnership helps companies adopt the best tools for data science. Period. While tapping into the governance and computing power of Databricks.

Learn more about the partnership on our newly launched page → https://posit.co/solutions/databricks/

video/mp4

Posit, to random
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Registration is officially open for posit::conf(2024)!

Join data professionals worldwide in Seattle, WA, from August 12-14th to experience the highly-anticipated workshops, keynotes, talks, and social opportunities.

If you plan to join us in person, grab your tickets before the super early bird rate ($999) ends on March 29th.

See you in Seattle!

📍https://posit.co/conference/

Posit, to python
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Introducing the components and layout galleries for Shiny for Python! 🎉

These galleries provide instructions on how to get started quickly.

You can run the code in Shinylive and edit it right in the browser, without the need to create or host your own Shiny app!

Learn more: https://shiny.posit.co/blog/posts/introducing-component-layouts/

#Shiny #Python #Shinylive

Posit, to random
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We’re so excited to share a quicker and simpler way of writing Shiny applications in Python with you called Shiny Express ✨

Join Winston Chang on Wednesday, February 28th at 11 am ET to learn more about creating interactive data dashboards and data-driven applications faster than ever.

No registration is required to attend - simply add it to your calendar here → https://pos.it/team-demo

Posit, to random
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Connecting to Databricks just got easier with recent updates to sparklyr, odbc, and Posit Workbench!

We wanted to share a resource that makes understanding and using the newly released updates easier. Oh, and did we mention that it was made using Quarto?

📝 Within the document, you will find how-to’s, tutorials, and key resources related to connecting to Databricks - all in one place.

Check it out below, and let us know what other content you'd like to see!

🔗 https://colorado.posit.co/rsc/databricks-posit-resources/

Posit, to random
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Use Polars? Find options for displaying tables limiting? Check out great_tables latest update

Right now the Polars ecosystem has few good options for styling tables for presentation. Enter great_tables.

https://posit-dev.github.io/great-tables/blog/polars-styling/

Posit, (edited )
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To continue 1/3:
Polars is popular in part because of its intuitive & powerful context and expressions that help make simple data manipulation tasks easy (not to mention the Arrow driven performance). These are important to folks who want to think more about their analytics and less about code optimization. But right now, when it's time to convert polars data into a table to share, people often turn to pandas and use the built-in DataFrame styler.

Posit,
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Continued 2/3

This is a sad state of affairs. One major limitation with this state of things; you can’t use polars expressions. And this friction doesn't help with performance.

Check out great_tables latest update!

"Polars expressions make styling tables very straightforward." The same Polars code that you would use to select or filter combines with Great Tables to highlight, circle, or bolden text.

Posit, (edited )
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Continued 3/3

See how to use polars expressions to make delightful tables Great Tables: "The Polars DataFrame Styler of Your Dreams"
https://posit-dev.github.io/great-tables/blog/polars-styling/

And don't take my word for it, here's Marco Gorelli;
"As it turns out, polars expressions make styling tables very straightforward". Nice to see a project that gets it - well done Posit PBC! (https://www.linkedin.com/feed/update/urn:li:activity:7156600576430997504/)

Posit, to random
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The deadline for submitting talks has been extended to February 19th! 🚨

Now, if you want to submit a talk for posit::conf(2024), you have more time to do it.

Need inspiration? View the talks from last year → https://youtube.com/playlist?list=PL9HYL-VRX0oRFZslRGHwHuwea7SvAATHp&feature=shared

Learn more about how to submit a talk → https://posit.co/blog/posit-conf-2024-deadlines-extended/

Posit, to security
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The latest release of Posit Package Manager is now available 📦 and includes two highly-requested features: #security #vulnerability reporting and blocking and #Git builders for #Python packages.

Learn more: https://posit.co/blog/https-posit-co-blog-posit-package-manager-2023-12-0/

Posit, to python
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Ever wondered how to effortlessly get feedback on your #RStats and #Python models or apps from your team?

With Posit professional products, the Turing team streamlined their deployment process to a single click. Team members can collaboratively contribute to the development of a new prototype, #APIs, or #model with Posit Workbench. Whenever new code is shipped to #GitHub and the branch is merged, the updated version is deployed thanks to Posit Connect.

Learn more: https://posit.co/about/customer-stories/turing/

Posit, to github
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GitHub Copilot is available on Posit Cloud!

Speed up your coding projects with an AI coding assistant. 🤖

Read more in today's blog post: https://posit.co/blog/github-copilot-on-posit-cloud/

#Copilot #RStudio #RStats #GitHub

RStudio open on Posit Cloud, with someone entering code that is being autocompleted by GitHub Copilot.

Posit, (edited ) to random
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Did someone say enhancements for #Databricks users in Posit Workbench?

The recent release of Posit Workbench includes two specific enhancements for Databricks users:

🔑 Delegated Databricks credentials

🖥️ New Databricks UI within #RStudio

With this release, users can log in to a given Databricks workspace when they start an RStudio or #VSCode session and interact directly with the clusters in that Workspace from their preferred environment.

📖 Learn more: https://posit.co/blog/posit-databricks-webinar-dec2023-q-a/

#RStats

Posit, (edited ) to random
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Introducing: Shiny Express

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.

Learn more on the Shiny Blog: https://shiny.posit.co/blog/posts/shiny-express/

#Python

Posit, to python
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From exciting product updates to insightful discussions in our weekly hangouts, last year was filled with growth and learning. Join us as we revisit significant highlights for our community in 2023.

https://posit.co/blog/2023-posit-year-in-review/

#RStats #Python

Posit, to random
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{gt} 0.10.0 is now out! 🎉

Richard Iannone has included a ton of great features in this release:

• Nanoplots for showing data trends in your table (any Tufte enthusiasts out there?). Hover over them to see the associated data points!
• The ability to create new columns and rows is now very possible
• Units notation support for expressing and formatting measurement units
• And more!

Read about it on the Posit Blog: https://posit.co/blog/new-features-in-gt-0-10-0/

#RStats

Posit, to python
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Quarto 1.4 has been released 🎉

The release brings new formats for dashboards and Typst, a new manuscript project type, a cross-reference overhaul, Shiny for Python support, and a ton of other updates.

Learn more on the Quarto blog: https://quarto.org/docs/blog/posts/2024-01-24-1.4-release/

#Shiny #QuartoPub #Quarto #Python #RStats

Posit,
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@MattCrumpLab Us too ❤️

Posit, to random
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Looking for ways to make your Shiny apps a little…shinier? ✨

Join Garrett Grolemund at Posit on Wednesday, January 31st at 11 am ET to learn how to theme and brand your own apps.

Garrett will use (and share the source code for) a fictitious DemoCo app designed to compare the effectiveness of free trials.

No registration is required to attend - add it to your calendar using this link: https://pos.it/team-demo

#Shiny #RStats #RShiny

Can't wait to see you there!

Posit, to random
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Last month, we hosted a live event alongside Databricks where Rafi Kurlansik and James Blair shared an overview of the updates now available and coming soon to the Posit + Databricks experience. 🚀

James wrote a blog summarizing the new product updates and reviewing questions asked and answered during the event. Check it out below!

🔗 https://posit.co/blog/posit-databricks-webinar-dec2023-q-a/

Posit, to datascience
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Successfully translating #DataScience projects into Return on Investment (ROI) is the key to getting buy-in from stakeholders.

This crucial skill is often overlooked in traditional #data science education. We recently met to discuss our tips and tricks to estimate ROI.

https://posit.co/blog/tips-for-communicating-roi-of-data-science-projects/

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