#reproducible search results

👍We should agree easily findable, accessible, interoperable & #reproducible data is a great thing to have. ⚠️However, to have #FAIRdata, you first need to make sure your #data is high-quality, standardised & machine-actionable, pointed out @iva_boyadzhieva at #GfOE2024. 👇🧵

📷Today, #GfÖ2024 heard from @iva_boyadzhieva about the benefits of #OpenData published as part of a #research study & why this is a best practice in #biodiversity & #ecology. She also demonstrated novel tech developed at #Pensoft to facilitate #FAIRdata usage & sharing. 👇🧵

Pensoft's tweet image. 📷Today, #GfÖ2024 heard from @iva_boyadzhieva about the benefits of #OpenData published as part of a #research study & why this is a best practice in #biodiversity & #ecology.

She also demonstrated novel tech developed at #Pensoft to facilitate #FAIRdata usage & sharing.
👇🧵
Pensoft's tweet image. 📷Today, #GfÖ2024 heard from @iva_boyadzhieva about the benefits of #OpenData published as part of a #research study & why this is a best practice in #biodiversity & #ecology.

She also demonstrated novel tech developed at #Pensoft to facilitate #FAIRdata usage & sharing.
👇🧵
Pensoft's tweet image. 📷Today, #GfÖ2024 heard from @iva_boyadzhieva about the benefits of #OpenData published as part of a #research study & why this is a best practice in #biodiversity & #ecology.

She also demonstrated novel tech developed at #Pensoft to facilitate #FAIRdata usage & sharing.
👇🧵
Pensoft's tweet image. 📷Today, #GfÖ2024 heard from @iva_boyadzhieva about the benefits of #OpenData published as part of a #research study & why this is a best practice in #biodiversity & #ecology.

She also demonstrated novel tech developed at #Pensoft to facilitate #FAIRdata usage & sharing.
👇🧵


📖Published📖 The fluxible #rstats package provides tools to process #ecosystem gas fluxes in a fully #reproducible workflow, while offering full flexibility to the user. Read more here 👇 buff.ly/dSpRkOe

MethodsEcolEvol's tweet image. 📖Published📖 

The fluxible #rstats package provides tools to process #ecosystem gas fluxes in a fully #reproducible workflow, while offering full flexibility to the user. Read more here 👇 

buff.ly/dSpRkOe

The #Reproducible Builds Summit 2025 wrapped up in Vienna with global contributors collaborating on build transparency, #tooling, and #security. Catch the highlights from the event + new academic research, patches & #distro updates in the October report reproducible-builds.org/reports/2025-1…


🤔Looking to make your #code more #reproducible? Check out our new and improved guide to Reproducible Code! Find it here👇️ buff.ly/10TeNok @BritishEcolSoc

MethodsEcolEvol's tweet image. 🤔Looking to make your #code more #reproducible? Check out our new and improved guide to Reproducible Code!

Find it here👇️ 
buff.ly/10TeNok

@BritishEcolSoc

From #LLM security risks to #reproducible builds & pre-silicon #RISCV kernel work. #ODS26 dives into the future of #opensource development. See how #openSUSE powers innovation across architectures and use cases. #Dev #Summit #Prague. events.opensuse.org/conferences/OD…


pracpac: Practical R Packaging with Docker arxiv.org/abs/2303.07876 I will need to try it for sure! #reproducible #bioinformatics


It's back to school so how about learning how to write #reproducible pipelines with #RStats ?

My book "Building reproducible analytical pipelines with #rstats" is done! Buy a drm-free epub or pdf @leanpub : leanpub.com/raps-with-r/ Physical amazon.com/dp/B0C87H6MGF (check your local market place) Read for free forever: raps-with-r.dev



if you want to know more about me and my latest book on #reproducible pipelines with #RStats 👇

NEW! A Leanpub Frontmatter Podcast Interview with Bruno Rodrigues, Author of Building reproducible analytical pipelines with R leanpub.com/podcasts/front… Watch here: youtu.be/aXfjhf2cDo0 #books #selfpublishing #rprogramming #datascience @frontmattercast



The 15-16 Dec 2024 Two days to remember for my whole career with a high caliber surgeon, great teacher & unique mentor Dr. Fernando Gómez Sancha @fgomsan We learned a #standardized #simplified & #reproducible #HoLEP Technique with many #tips #tricks & surgical #troubleshooting

Urologist_Ahmad's tweet image. The 15-16 Dec 2024
Two days to remember for my whole career with a high caliber surgeon, great teacher & unique mentor Dr. Fernando Gómez Sancha @fgomsan

We learned a #standardized #simplified & #reproducible #HoLEP Technique with many #tips #tricks & surgical #troubleshooting

Congrats to #INVentLab's latest PhD graduate Dr. Prathyush Chirra on successfully defending his PhD dissertation this morning on #reproducible #radiomics #AI models for #CrohnsDisease

satishev's tweet image. Congrats to #INVentLab's latest PhD graduate Dr. Prathyush Chirra on successfully defending his PhD dissertation this morning on #reproducible #radiomics #AI models for #CrohnsDisease
satishev's tweet image. Congrats to #INVentLab's latest PhD graduate Dr. Prathyush Chirra on successfully defending his PhD dissertation this morning on #reproducible #radiomics #AI models for #CrohnsDisease

Got to equip pastors and leaders from FCA Montana leaders. There are only a few things better in ministry than actually knowing how to disciple new believers such that they can disciple new believers. #relational #intentional #reproducible

alan_stoddard's tweet image. Got to equip pastors and leaders from FCA Montana leaders. There are only a few things better in ministry than actually knowing how to disciple new believers such that they can disciple new believers. 

 #relational #intentional #reproducible
alan_stoddard's tweet image. Got to equip pastors and leaders from FCA Montana leaders. There are only a few things better in ministry than actually knowing how to disciple new believers such that they can disciple new believers. 

 #relational #intentional #reproducible

#Reproducible Developer Environments in C++ - Michael Price - CppCon 2022 youtube.com/watch?v=9GKGp3… #cpp #cplusplus


spending the whole afternoon playing with a docker image with Rstudio server and older version of blogdown and hugo on my M3 chip MacBook pro... it has been fun... #rstats #reproducible


Another #bazel knowledge nugget drop. #bazel is amazing at giving incremental rebuilds but only if you are mindful about having #reproducible actions. See how you can easily introduce nondeterminism into your build and kill incremental builds. fzakaria.com/2024/09/26/baz…


Who is responsible for ensuring research is #Reproducible? Find out what @F1000's Tom Sinden and Jack Brook think in this blog post 👇 bit.ly/3VkXC6F


📅 Developer Weekly Update 📅 In this week's #ICP #dev update: 1⃣An important forum discussion regarding #reproducible builds. 2⃣An API change for #neuron dissolve delays. 3⃣A discussion about standards for deprecated SNSes. Read more on the blog: internetcomputer.org/blog/2025/03/1…

docs.internetcomputer.org

Developer Docs | Internet Computer

Learn how to build infinitely scalable dapps on the Internet Computer. Explore the possibilities of web 3.0 and learn how to make it reality.


Looking for ways to jazz up your ggplots? 🎷📈 Check out our new blog post that highlights #ggplot extension packages, with #reproducible code, to help elevate your #rstats #DataViz! ⬇️ waterdata.usgs.gov/blog/ggplot-ja… #OpenScience #DataScience

USGS_DataSci's tweet image. Looking for ways to jazz up your ggplots? 🎷📈

Check out our new blog post that highlights #ggplot extension packages, with #reproducible code, to help elevate your #rstats #DataViz! ⬇️ 
 
waterdata.usgs.gov/blog/ggplot-ja…
 
#OpenScience #DataScience

Short-read sequencing data processing requires multiple steps and computational tools, impacting #reproducibility across projects and laboratories. WeavePop, a #reproducible and #scalable workflow, helps align, explore, and analyze genomic variants. 🔗 buff.ly/hPlv0jJ

GeneticsGSA's tweet image. Short-read sequencing data processing requires multiple steps and computational tools, impacting #reproducibility across projects and laboratories. 

WeavePop, a #reproducible and #scalable workflow, helps align, explore, and analyze genomic variants.

🔗 buff.ly/hPlv0jJ

From #LLM security risks to #reproducible builds & pre-silicon #RISCV kernel work. #ODS26 dives into the future of #opensource development. See how #openSUSE powers innovation across architectures and use cases. #Dev #Summit #Prague. events.opensuse.org/conferences/OD…


The system is designed to #meet the specific needs of different key players. #Auditors receive #reproducible proof trails, regulators are granted selective #visibility for #, and #institutions get compliance that is built directly into the #architecture from the start. @OrochiFnd

KSheladiy's tweet image. The system is designed to #meet the specific needs of different key players. #Auditors receive #reproducible proof trails, regulators are granted selective #visibility for #, and #institutions get compliance that is built directly into the #architecture from the start. @OrochiFnd

📖Published📖 The fluxible #rstats package provides tools to process #ecosystem gas fluxes in a fully #reproducible workflow, while offering full flexibility to the user. Read more here 👇 buff.ly/dSpRkOe

MethodsEcolEvol's tweet image. 📖Published📖 

The fluxible #rstats package provides tools to process #ecosystem gas fluxes in a fully #reproducible workflow, while offering full flexibility to the user. Read more here 👇 

buff.ly/dSpRkOe

MiroMind Open Deep Research (ODR) v0.1 is the first full-stack, fully open-source deep research project...[read more👇🏼] #open #reproducible reddit.com/r/MachineLearn…


I’m collecting operational criteria (not metaphysics): cross-session behavioral consistency, stable..[read more👇🏼] #reproducible #operational reddit.com/r/MachineLearn…


Reproducible Builds get funded by the Core Infrastructure Initiative #debian #reproducible builds bits.debian.org/2015/06/reprod…


Reproducible Builds get funded by the Core Infrastructure Initiative #debian #reproducible builds bits.debian.org/2015/06/reprod…


Looking forward to presenting work on integrating multiple transport network datasets for network planning at GISRUK in Bristol tomorrow. For anyone interested in the topic but unable to make it in person, you can see the #reproducible slides here: robinlovelace.github.io/gisruk2025/

robinlovelace's tweet image. Looking forward to presenting work on integrating multiple transport network datasets for network planning at GISRUK in Bristol tomorrow. For anyone interested in the topic but unable to make it in person, you can see the #reproducible slides here: robinlovelace.github.io/gisruk2025/
robinlovelace's tweet image. Looking forward to presenting work on integrating multiple transport network datasets for network planning at GISRUK in Bristol tomorrow. For anyone interested in the topic but unable to make it in person, you can see the #reproducible slides here: robinlovelace.github.io/gisruk2025/
robinlovelace's tweet image. Looking forward to presenting work on integrating multiple transport network datasets for network planning at GISRUK in Bristol tomorrow. For anyone interested in the topic but unable to make it in person, you can see the #reproducible slides here: robinlovelace.github.io/gisruk2025/
robinlovelace's tweet image. Looking forward to presenting work on integrating multiple transport network datasets for network planning at GISRUK in Bristol tomorrow. For anyone interested in the topic but unable to make it in person, you can see the #reproducible slides here: robinlovelace.github.io/gisruk2025/

Self-assurance in math isn't built on praise, it's built on proof. Confidence comes from successful independent practice, with ample examples and instant feedback to refer to so that nothing is missed and misconceptions don’t creep in. #YouTeachYou #notech #reproducible


What does it say about the way we've been approaching math education when so many students are required to do so many problems without knowing whether or not they've done them correctly? There is another way. #YouTeachYou #NoTech #Reproducible #InexpensiveSolutions


Schools need immediate solutions, not convoluted philosophies requiring years of costly training and implementation. They must have inexpensive, self-explanatory math resources that empower teachers and students starting 𝘯𝘰𝘸. #YouTeachYou #notech #reproducible #teachertraining


📅 Developer Weekly Update 📅 In this week's #ICP #dev update: 1⃣An important forum discussion regarding #reproducible builds. 2⃣An API change for #neuron dissolve delays. 3⃣A discussion about standards for deprecated SNSes. Read more on the blog: internetcomputer.org/blog/2025/03/1…

docs.internetcomputer.org

Developer Docs | Internet Computer

Learn how to build infinitely scalable dapps on the Internet Computer. Explore the possibilities of web 3.0 and learn how to make it reality.


🚨 70% of research isn't #reproducible, and 50% of scientists can't even reproduce their own work! (Ref: nature.com/articles/53345…) 📢 Stay tuned for our accepted article at #TheWebConference to learn more! 🔍 #Neuroscience #ComputationalBiology #KnowledgeGraphs #OpenScience


In this way, NeuroML supports #FAIR (Findability, Accessibility, Interoperability, and Reusability) principles, thus promoting open, transparent and #reproducible science. 13/x


Latest release featuring eight new literature sources, enhanced #AI functionality, and a more intuitive user experience #transparent #reproducible #systematic #search 2dsearch.com/news/2025/1/3/…

2d_search's tweet image. Latest release featuring eight new literature sources, enhanced #AI functionality, and a more intuitive user experience #transparent #reproducible #systematic #search 2dsearch.com/news/2025/1/3/…

The 15-16 Dec 2024 Two days to remember for my whole career with a high caliber surgeon, great teacher & unique mentor Dr. Fernando Gómez Sancha @fgomsan We learned a #standardized #simplified & #reproducible #HoLEP Technique with many #tips #tricks & surgical #troubleshooting

Urologist_Ahmad's tweet image. The 15-16 Dec 2024
Two days to remember for my whole career with a high caliber surgeon, great teacher & unique mentor Dr. Fernando Gómez Sancha @fgomsan

We learned a #standardized #simplified & #reproducible #HoLEP Technique with many #tips #tricks & surgical #troubleshooting

This is the latest to join this blog series on better and more #reproducible programming in R. Check all 4 posts out! ⬇️ waterdata.usgs.gov/blog/categorie…


This blog post provides #reproducible code to process and visualize #tidycensus #acs data, such as households lacking plumbing facilities, across counties in the Western U.S.

USGS_DataSci's tweet image. This blog post provides #reproducible code to process and visualize #tidycensus #acs data, such as households lacking plumbing facilities, across counties in the Western U.S.

Looking to fold @uscensusbureau data into your workflows? Our latest blog shows how to use #tidycensus to explore & visualize social vulnerability indicators in the Western U.S., with #reproducible code! 🔗: waterdata.usgs.gov/blog/acs-maps/ #rstats #DataViz #WaterInsecurity #OpenScience

USGS_DataSci's tweet image. Looking to fold @uscensusbureau data into your workflows? Our latest blog shows how to use #tidycensus to explore & visualize social vulnerability indicators in the Western U.S., with #reproducible code!

🔗: waterdata.usgs.gov/blog/acs-maps/

#rstats #DataViz #WaterInsecurity #OpenScience

📖Published📖 The fluxible #rstats package provides tools to process #ecosystem gas fluxes in a fully #reproducible workflow, while offering full flexibility to the user. Read more here 👇 buff.ly/dSpRkOe

MethodsEcolEvol's tweet image. 📖Published📖 

The fluxible #rstats package provides tools to process #ecosystem gas fluxes in a fully #reproducible workflow, while offering full flexibility to the user. Read more here 👇 

buff.ly/dSpRkOe

🤔Looking to make your #code more #reproducible? Check out our new and improved guide to Reproducible Code! Find it here👇️ buff.ly/10TeNok @BritishEcolSoc

MethodsEcolEvol's tweet image. 🤔Looking to make your #code more #reproducible? Check out our new and improved guide to Reproducible Code!

Find it here👇️ 
buff.ly/10TeNok

@BritishEcolSoc

📖Advanced Book: doi.org/10.3897/ab.e11…🔓 w/ approaches that "could make #biodiversity assessment as easy as measuring temp or rainfall in a reliable, #reproducible manner." 🗨️"The spectrum of approaches covered is simply amazing" says @bynyamyn. Research funded by @BMBF_Bund

Pensoft's tweet image. 📖Advanced Book: doi.org/10.3897/ab.e11…🔓
w/ approaches that "could make #biodiversity assessment as easy as measuring temp or rainfall in a reliable, #reproducible manner."

🗨️"The spectrum of approaches covered is simply amazing" says @bynyamyn.

Research funded by @BMBF_Bund

Short-read sequencing data processing requires multiple steps and computational tools, impacting #reproducibility across projects and laboratories. WeavePop, a #reproducible and #scalable workflow, helps align, explore, and analyze genomic variants. 🔗 buff.ly/hPlv0jJ

GeneticsGSA's tweet image. Short-read sequencing data processing requires multiple steps and computational tools, impacting #reproducibility across projects and laboratories. 

WeavePop, a #reproducible and #scalable workflow, helps align, explore, and analyze genomic variants.

🔗 buff.ly/hPlv0jJ

See @briandemers at #JCON2023 WORLD ONLINE talking about 'Security and Productivity - Pick Two with Reproducible Builds' #Reproducible builds are crucial for ensuring software #integrity but can be challenging to achieve. … Get your free #JUG Ticket: jcon.one

jcon_conference's tweet image. See @briandemers at #JCON2023 WORLD ONLINE  talking about 'Security and Productivity - Pick Two with Reproducible Builds'

#Reproducible builds are crucial for ensuring software #integrity but can be challenging to achieve. …

Get your free #JUG Ticket: jcon.one

Congrats to #INVentLab's latest PhD graduate Dr. Prathyush Chirra on successfully defending his PhD dissertation this morning on #reproducible #radiomics #AI models for #CrohnsDisease

satishev's tweet image. Congrats to #INVentLab's latest PhD graduate Dr. Prathyush Chirra on successfully defending his PhD dissertation this morning on #reproducible #radiomics #AI models for #CrohnsDisease
satishev's tweet image. Congrats to #INVentLab's latest PhD graduate Dr. Prathyush Chirra on successfully defending his PhD dissertation this morning on #reproducible #radiomics #AI models for #CrohnsDisease

Proud to see my piece on the #Nix Package Manager in this week's issue of the @ctmagazin! 📖 Thanks to the amazing c't team for a smooth collaboration. 🚀 Dive into the future of package management with me! #functional #reproducible #techwriting

jgalowicz's tweet image. Proud to see my piece on the #Nix Package Manager in this week's issue of the @ctmagazin! 📖 Thanks to the amazing c't team for a smooth collaboration. 🚀 Dive into the future of package management with me! #functional #reproducible #techwriting

If you are into #OpenScience practice not just in your research, but also in your teaching, this event is for you! 👉 Symposium on ‘Perspectives in Teaching #Reproducible Research’ in Sheffield on 20th June 📰 Full, amazing program is here: sheffield.ac.uk/smi/events/tea…

AnetaPiekut's tweet image. If you are into #OpenScience practice not just in your research, but also in your teaching, this event is for you! 

👉 Symposium on ‘Perspectives in Teaching #Reproducible Research’ in Sheffield on 20th June

📰 Full, amazing program is here:
sheffield.ac.uk/smi/events/tea…

Congratulations for all the excellent work that was highlighted today for the @ESMRMB #MRITogether Award for #open, #reproducible, and #inclusive science! It was hard to pick three to give the prize to. Looking forward to seeing the community grow even more!

MriFranz's tweet image. Congratulations for all the excellent work that was highlighted today for the @ESMRMB #MRITogether Award for #open, #reproducible, and #inclusive science! It was hard to pick three to give the prize to. Looking forward to seeing the community grow even more!

You work with lab animals, animal-derived material or human tissue & write #publications. Find out how to report your work in a clear & #reproducible way! Register today: NEW Lab Animal #Publication School 28-30 Nov. @EQUATORNetwork buff.ly/3rqXzNT

ResponsibleAR's tweet image. You work with lab animals, animal-derived material or human tissue & write #publications.
Find out how to report your work in a clear & #reproducible way!
Register today: NEW Lab Animal #Publication School 28-30 Nov.
@EQUATORNetwork

buff.ly/3rqXzNT

ibidi Know How: Culturing cells on a 3D gel matrix with controlled #flow🥼 The µ-Slide I Luer 3D allows you to culture cells on a 3D gel matrix while applying #defined and #reproducible #shearstress through a simple channel on top. 📚 zurl.co/Va3gt #3Dcellculture

ibidiCells's tweet image. ibidi Know How: Culturing cells on a 3D gel matrix with controlled #flow🥼

The µ-Slide I Luer 3D allows you to culture cells on a 3D gel matrix while applying #defined and #reproducible #shearstress through a simple channel on top.

📚 zurl.co/Va3gt

#3Dcellculture

Add drop-shadow effects to your ggplots using #ggfx! Here, we applied the effect on this tile displaying April 2023 streamflow conditions in California. Data from Water Data for the Nation. View the #reproducible code here: waterdata.usgs.gov/blog/ggplot-ja…

USGS_DataSci's tweet image. Add drop-shadow effects to your ggplots using #ggfx!

Here, we applied the effect on this tile displaying April 2023 streamflow conditions in California. Data from Water Data for the Nation.  

View the #reproducible code here: waterdata.usgs.gov/blog/ggplot-ja…

Looking for ways to jazz up your ggplots? 🎷📈 Check out our new blog post that highlights #ggplot extension packages, with #reproducible code, to help elevate your #rstats #DataViz! ⬇️ waterdata.usgs.gov/blog/ggplot-ja… #OpenScience #DataScience

USGS_DataSci's tweet image. Looking for ways to jazz up your ggplots? 🎷📈

Check out our new blog post that highlights #ggplot extension packages, with #reproducible code, to help elevate your #rstats #DataViz! ⬇️ 
 
waterdata.usgs.gov/blog/ggplot-ja…
 
#OpenScience #DataScience

This #Monday the Arctic Data Center is starting the week off strong with a virtual course on #Reproducible Practices for #ArcticResearch using R. Learn more about it on our page: buff.ly/3Rky343

arcticdatactr's tweet image. This #Monday the Arctic Data Center is starting the week off strong with a virtual course on #Reproducible Practices for #ArcticResearch using R. Learn more about it on our page: buff.ly/3Rky343

Looking forward to presenting work on integrating multiple transport network datasets for network planning at GISRUK in Bristol tomorrow. For anyone interested in the topic but unable to make it in person, you can see the #reproducible slides here: robinlovelace.github.io/gisruk2025/

robinlovelace's tweet image. Looking forward to presenting work on integrating multiple transport network datasets for network planning at GISRUK in Bristol tomorrow. For anyone interested in the topic but unable to make it in person, you can see the #reproducible slides here: robinlovelace.github.io/gisruk2025/
robinlovelace's tweet image. Looking forward to presenting work on integrating multiple transport network datasets for network planning at GISRUK in Bristol tomorrow. For anyone interested in the topic but unable to make it in person, you can see the #reproducible slides here: robinlovelace.github.io/gisruk2025/
robinlovelace's tweet image. Looking forward to presenting work on integrating multiple transport network datasets for network planning at GISRUK in Bristol tomorrow. For anyone interested in the topic but unable to make it in person, you can see the #reproducible slides here: robinlovelace.github.io/gisruk2025/
robinlovelace's tweet image. Looking forward to presenting work on integrating multiple transport network datasets for network planning at GISRUK in Bristol tomorrow. For anyone interested in the topic but unable to make it in person, you can see the #reproducible slides here: robinlovelace.github.io/gisruk2025/

One of the benefits of #rstats and #reproducible workflows is being able to explore and recreate data viz for different scenarios. Here’s the same approach applied to another area, the #ColoradoRiver.

USGS_DataSci's tweet image. One of the benefits of #rstats and #reproducible workflows is being able to explore and recreate data viz for different scenarios. Here’s the same approach applied to another area, the #ColoradoRiver.

(🧵2/3) The workshop focused on the practical applications of #MyBinder and #JupyterHub, demonstrating how these platforms can be used to create interactive and #reproducible research environments.

CESSDA_Data's tweet image. (🧵2/3) The workshop focused on the practical applications of #MyBinder and #JupyterHub, demonstrating how these platforms can be used to create interactive and #reproducible research environments.
CESSDA_Data's tweet image. (🧵2/3) The workshop focused on the practical applications of #MyBinder and #JupyterHub, demonstrating how these platforms can be used to create interactive and #reproducible research environments.

Great to meet @B_A_Palmer flying the @CRF_CORK @UCC #ICTMC2024 - The Hitchhikers Guide to #Reproducible Research #DataManagement #DataAnalysis #TrialsMethodology ✨👏🏼

hrbtmrn's tweet image. Great to meet @B_A_Palmer flying the @CRF_CORK @UCC #ICTMC2024 - The Hitchhikers Guide to #Reproducible Research #DataManagement #DataAnalysis #TrialsMethodology ✨👏🏼

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