What do you love about your data job? Like, what's the part of your job that, if someone took it away, you'd find another job?
It might even be the thing other people dislike!
For me, it's talking to people and helping them troubleshoot, feel safe/seen, and learn to code.
#databs #rstats #pydata
It might even be the thing other people dislike!
For me, it's talking to people and helping them troubleshoot, feel safe/seen, and learn to code.
#databs #rstats #pydata
November 11, 2025 at 4:50 AM
{shinyfa} is on CRAN 🎉 I’ll be chatting more about its origins in my talk this Thursday at R+AI conference!
I’m so happy to have more brain space back to think strategically about how to develop more #rstats packages with AI-assisted development!
#databs
I’m so happy to have more brain space back to think strategically about how to develop more #rstats packages with AI-assisted development!
#databs
New on CRAN: shinyfa (0.0.1). View at https://CRAN.R-project.org/package=shinyfa
shinyfa: Analyze the File Contents of 'shiny' Directories
Provides tools for analyzing and understanding the file contents of large 'shiny' application directories. The package extracts key information about render functions, reactive functions, and their inputs from app files, organizing them into structured data frames for easy reference. This streamlines the onboarding process for new contributors and helps identify areas for optimization in complex 'shiny' codebases with multiple files and sourcing chains.
CRAN.R-project.org
November 9, 2025 at 9:38 PM
Hi #pydata! My #pydataseattle tutorial on dashboards and #ai are up: chendaniely.github.io/pydata-seattle-2025-llm
It's a condensed version of my #positconf #python and #nydsaic workshops:
github.com/posit-conf-2025/shiny-py
github.com/chendaniely/nydsaic2025-llm
#databs
It's a condensed version of my #positconf #python and #nydsaic workshops:
github.com/posit-conf-2025/shiny-py
github.com/chendaniely/nydsaic2025-llm
#databs
PyData Seattle 2025 LLM Dashboard Tutorial – PyData Seattle: LLMs, Chatbots, and Dashboards
chendaniely.github.io
November 9, 2025 at 7:58 PM
Hi #pydata! My #pydataseattle tutorial on dashboards and #ai are up: chendaniely.github.io/pydata-seattle-2025-llm
It's a condensed version of my #positconf #python and #nydsaic workshops:
github.com/posit-conf-2025/shiny-py
github.com/chendaniely/nydsaic2025-llm
#databs
It's a condensed version of my #positconf #python and #nydsaic workshops:
github.com/posit-conf-2025/shiny-py
github.com/chendaniely/nydsaic2025-llm
#databs
Why is there a ceiling for data analyst career ladders?
In software engineering there is a concept of a “staff+ “ role that is still an independent contributor, but isn’t on the people management track.
Data Engineering and to an extent analytics engineering have this type of role.
#dataBS
1/4
In software engineering there is a concept of a “staff+ “ role that is still an independent contributor, but isn’t on the people management track.
Data Engineering and to an extent analytics engineering have this type of role.
#dataBS
1/4
November 8, 2025 at 11:52 PM
Why is there a ceiling for data analyst career ladders?
In software engineering there is a concept of a “staff+ “ role that is still an independent contributor, but isn’t on the people management track.
Data Engineering and to an extent analytics engineering have this type of role.
#dataBS
1/4
In software engineering there is a concept of a “staff+ “ role that is still an independent contributor, but isn’t on the people management track.
Data Engineering and to an extent analytics engineering have this type of role.
#dataBS
1/4
From the DSLC.io aRchives:
🔵 DevOps for Data Science: Docker for Data Science youtu.be/gzJ3eT6tcog
🔵 Statistical Rethinking: youtu.be/LPOrzy_hEeM
Visit dslc.video for hours of new #DataScience videos every week!
#dataBS #RStats
🔵 DevOps for Data Science: Docker for Data Science youtu.be/gzJ3eT6tcog
🔵 Statistical Rethinking: youtu.be/LPOrzy_hEeM
Visit dslc.video for hours of new #DataScience videos every week!
#dataBS #RStats
DevOps for Data Science: Docker for Data Science (do4ds01 9)
YouTube video by Data Science Learning Community Videos
youtu.be
November 8, 2025 at 5:09 PM
From the DSLC.io aRchives:
🔵 DevOps for Data Science: Docker for Data Science youtu.be/gzJ3eT6tcog
🔵 Statistical Rethinking: youtu.be/LPOrzy_hEeM
Visit dslc.video for hours of new #DataScience videos every week!
#dataBS #RStats
🔵 DevOps for Data Science: Docker for Data Science youtu.be/gzJ3eT6tcog
🔵 Statistical Rethinking: youtu.be/LPOrzy_hEeM
Visit dslc.video for hours of new #DataScience videos every week!
#dataBS #RStats
Recent DSLC.io club meetings:
🔵🟢 DevOps4DS: Application Administration youtu.be/xUCRzNY29_c
🔵 Outstanding ShinyUI: Shiny and modern web development & Chapter 29 What to do next youtu.be/uZ_0r0HWmBk
Visit dslc.video for new #DataScience videos every week!
#dataBS #RStats #PyData #DevOps #RShiny
🔵🟢 DevOps4DS: Application Administration youtu.be/xUCRzNY29_c
🔵 Outstanding ShinyUI: Shiny and modern web development & Chapter 29 What to do next youtu.be/uZ_0r0HWmBk
Visit dslc.video for new #DataScience videos every week!
#dataBS #RStats #PyData #DevOps #RShiny
Devops for Data Science: Application Administration (do4ds02 10)
YouTube video by Data Science Learning Community Videos
youtu.be
November 8, 2025 at 5:09 PM
Recent DSLC.io club meetings:
🔵🟢 DevOps4DS: Application Administration youtu.be/xUCRzNY29_c
🔵 Outstanding ShinyUI: Shiny and modern web development & Chapter 29 What to do next youtu.be/uZ_0r0HWmBk
Visit dslc.video for new #DataScience videos every week!
#dataBS #RStats #PyData #DevOps #RShiny
🔵🟢 DevOps4DS: Application Administration youtu.be/xUCRzNY29_c
🔵 Outstanding ShinyUI: Shiny and modern web development & Chapter 29 What to do next youtu.be/uZ_0r0HWmBk
Visit dslc.video for new #DataScience videos every week!
#dataBS #RStats #PyData #DevOps #RShiny
Dr. Cat Hicks (@grimalkina.bsky.social) gave one of my very favorite keynotes of all time at #positconf this year 🥹 It really made my heart glow, and now that all the conf talks are on YouTube, you can watch it even if you missed conf!! #databs #rstats #python
www.youtube.com/watch?v=B-bM...
www.youtube.com/watch?v=B-bM...
The Psychology of Technologists (Cat Hicks, Catharsis Consulting) | posit::conf(2025)
YouTube video by Posit PBC
www.youtube.com
November 8, 2025 at 12:35 AM
Dr. Cat Hicks (@grimalkina.bsky.social) gave one of my very favorite keynotes of all time at #positconf this year 🥹 It really made my heart glow, and now that all the conf talks are on YouTube, you can watch it even if you missed conf!! #databs #rstats #python
www.youtube.com/watch?v=B-bM...
www.youtube.com/watch?v=B-bM...
It's here! I've just released my latest book, "Twin Wolves: Balancing risk and reward to make the most of AI."
This is a tight, executive-level read on how to approach AI (both ML/AI and genAI) in your company.
twinwolvesai.com
#dataBS
This is a tight, executive-level read on how to approach AI (both ML/AI and genAI) in your company.
twinwolvesai.com
#dataBS
Twin Wolves AI
Balancing risk and reward to make the most of AI
TwinWolvesAI.com
November 7, 2025 at 2:45 PM
It's here! I've just released my latest book, "Twin Wolves: Balancing risk and reward to make the most of AI."
This is a tight, executive-level read on how to approach AI (both ML/AI and genAI) in your company.
twinwolvesai.com
#dataBS
This is a tight, executive-level read on how to approach AI (both ML/AI and genAI) in your company.
twinwolvesai.com
#dataBS
From the DSLC.io aRchives:
🔵 ISLR: Deep Learning Part 1 youtu.be/h3BUIkPniIw
🔵 Feature Engineering: Working with Profile Data youtu.be/jMGv0RuQx_A
Visit dslc.video for hours of new #DataScience videos every week!
#dataBS #RStats
🔵 ISLR: Deep Learning Part 1 youtu.be/h3BUIkPniIw
🔵 Feature Engineering: Working with Profile Data youtu.be/jMGv0RuQx_A
Visit dslc.video for hours of new #DataScience videos every week!
#dataBS #RStats
ISLR: Deep Learning Part 1 (islr03 10)
YouTube video by Data Science Learning Community Videos
youtu.be
November 7, 2025 at 11:37 AM
From the DSLC.io aRchives:
🔵 ISLR: Deep Learning Part 1 youtu.be/h3BUIkPniIw
🔵 Feature Engineering: Working with Profile Data youtu.be/jMGv0RuQx_A
Visit dslc.video for hours of new #DataScience videos every week!
#dataBS #RStats
🔵 ISLR: Deep Learning Part 1 youtu.be/h3BUIkPniIw
🔵 Feature Engineering: Working with Profile Data youtu.be/jMGv0RuQx_A
Visit dslc.video for hours of new #DataScience videos every week!
#dataBS #RStats
Recent DSLC.io club meetings:
🔵 Data Visualization: Use larger axis labels & 25 Avoid line drawings youtu.be/PJ5vczWgh2A
Visit dslc.video for hours of new #DataScience videos every week!
#dataBS #RStats #PyData #DataViz
🔵 Data Visualization: Use larger axis labels & 25 Avoid line drawings youtu.be/PJ5vczWgh2A
Visit dslc.video for hours of new #DataScience videos every week!
#dataBS #RStats #PyData #DataViz
Fundamentals of Data Visualization: Use larger axis labels & Avoid line drawings (dataviz01 24 25)
YouTube video by Data Science Learning Community Videos
youtu.be
November 7, 2025 at 11:37 AM
Recent DSLC.io club meetings:
🔵 Data Visualization: Use larger axis labels & 25 Avoid line drawings youtu.be/PJ5vczWgh2A
Visit dslc.video for hours of new #DataScience videos every week!
#dataBS #RStats #PyData #DataViz
🔵 Data Visualization: Use larger axis labels & 25 Avoid line drawings youtu.be/PJ5vczWgh2A
Visit dslc.video for hours of new #DataScience videos every week!
#dataBS #RStats #PyData #DataViz
You know how in #RStudio, it puts your branch name at the top? Like "project_name - branch - RStudio" (shown here)
I want that in #Positron 🤔 and I haven't found a popular extension for it. (I think there is one that works in VSCode, but not in Positron!)
Any ideas, #rstats #databs crew?
I want that in #Positron 🤔 and I haven't found a popular extension for it. (I think there is one that works in VSCode, but not in Positron!)
Any ideas, #rstats #databs crew?
November 7, 2025 at 4:26 AM
“Flexibility without fragmentation”
In addition to some solid alteration, it’s also a great explanation of how to build a data team and how your system can and should scale.
@colton.boo and Dennis Hume have an awesome new ebook on this topic, check it out!
#dataBS
dagster.io/how-to-scale...
In addition to some solid alteration, it’s also a great explanation of how to build a data team and how your system can and should scale.
@colton.boo and Dennis Hume have an awesome new ebook on this topic, check it out!
#dataBS
dagster.io/how-to-scale...
How to Scale Data Teams | Free eBook from Dagster
Download Dagster's free eBook to learn how to build systems that scale with clarity, reliability, and confidence.
dagster.io
November 7, 2025 at 2:40 AM
“Flexibility without fragmentation”
In addition to some solid alteration, it’s also a great explanation of how to build a data team and how your system can and should scale.
@colton.boo and Dennis Hume have an awesome new ebook on this topic, check it out!
#dataBS
dagster.io/how-to-scale...
In addition to some solid alteration, it’s also a great explanation of how to build a data team and how your system can and should scale.
@colton.boo and Dennis Hume have an awesome new ebook on this topic, check it out!
#dataBS
dagster.io/how-to-scale...
When you spend two days joking with your data friends about being old and not understanding Gen Z slang, and then @hadley.nz drops this 😂
I was like, was he sensing our conversations?! It's like when you worry your phone is listening to you #rstats #databs
I was like, was he sensing our conversations?! It's like when you worry your phone is listening to you #rstats #databs
Do you teach #rstats? Do your students complain about how lame and old-fashioned dplyr is? Don't worry: I have the solution for you: github.com/hadley/genzp....
genzplyr is dplyr, but bussin fr fr no cap.
genzplyr is dplyr, but bussin fr fr no cap.
GitHub - hadley/genzplyr: dplyr but make it bussin fr fr no cap
dplyr but make it bussin fr fr no cap. Contribute to hadley/genzplyr development by creating an account on GitHub.
github.com
November 6, 2025 at 11:52 PM
When you spend two days joking with your data friends about being old and not understanding Gen Z slang, and then @hadley.nz drops this 😂
I was like, was he sensing our conversations?! It's like when you worry your phone is listening to you #rstats #databs
I was like, was he sensing our conversations?! It's like when you worry your phone is listening to you #rstats #databs
There a joke about data and metrics: "If a problem only shows up 3% of the time, a model can say that the problem never shows up and it will be 97% accurate."
The best practice solution to this sort of problem is to over-represent rare problems in your training set. #dataBS 📈📊
The best practice solution to this sort of problem is to over-represent rare problems in your training set. #dataBS 📈📊
November 6, 2025 at 7:28 PM
There a joke about data and metrics: "If a problem only shows up 3% of the time, a model can say that the problem never shows up and it will be 97% accurate."
The best practice solution to this sort of problem is to over-represent rare problems in your training set. #dataBS 📈📊
The best practice solution to this sort of problem is to over-represent rare problems in your training set. #dataBS 📈📊
Princess Onyiri from Bloomberg Law walks through how the Bloomberg Law–Fenwick SV150 list comes together, navigating messy data and ranking complexities.
Here's the clip!
See the full conference talk here: youtu.be/zwkspVzbIEU
#DataAnalysis #LawTech #databs
Here's the clip!
See the full conference talk here: youtu.be/zwkspVzbIEU
#DataAnalysis #LawTech #databs
November 6, 2025 at 6:51 PM
Princess Onyiri from Bloomberg Law walks through how the Bloomberg Law–Fenwick SV150 list comes together, navigating messy data and ranking complexities.
Here's the clip!
See the full conference talk here: youtu.be/zwkspVzbIEU
#DataAnalysis #LawTech #databs
Here's the clip!
See the full conference talk here: youtu.be/zwkspVzbIEU
#DataAnalysis #LawTech #databs
From the DSLC.io aRchives:
🔵 Health Metrics: Advanced Data Visualisation Techniques youtu.be/u8jhX7Gu_6U
🔵 Engineering Production Grade Shiny Apps Book Club youtu.be/6Ut8tqHQfJg
Visit dslc.video for hours of new #DataScience videos every week!
#dataBS #RStats
🔵 Health Metrics: Advanced Data Visualisation Techniques youtu.be/u8jhX7Gu_6U
🔵 Engineering Production Grade Shiny Apps Book Club youtu.be/6Ut8tqHQfJg
Visit dslc.video for hours of new #DataScience videos every week!
#dataBS #RStats
Health Metrics: Advanced Data Visualisation Techniques (health_metrics01 13)
YouTube video by Data Science Learning Community Videos
youtu.be
November 6, 2025 at 12:04 PM
From the DSLC.io aRchives:
🔵 Health Metrics: Advanced Data Visualisation Techniques youtu.be/u8jhX7Gu_6U
🔵 Engineering Production Grade Shiny Apps Book Club youtu.be/6Ut8tqHQfJg
Visit dslc.video for hours of new #DataScience videos every week!
#dataBS #RStats
🔵 Health Metrics: Advanced Data Visualisation Techniques youtu.be/u8jhX7Gu_6U
🔵 Engineering Production Grade Shiny Apps Book Club youtu.be/6Ut8tqHQfJg
Visit dslc.video for hours of new #DataScience videos every week!
#dataBS #RStats
From the DSLC.io aRchives:
🔵 R for Data Science: Workflow: basics youtu.be/FeSYfRx2esU
🔵 Health Metrics and the Spread of Infectious Diseases: Metrics Components youtu.be/Usb_dcfonN8
Visit dslc.video for hours of new #DataScience videos every week!
#dataBS #RStats
🔵 R for Data Science: Workflow: basics youtu.be/FeSYfRx2esU
🔵 Health Metrics and the Spread of Infectious Diseases: Metrics Components youtu.be/Usb_dcfonN8
Visit dslc.video for hours of new #DataScience videos every week!
#dataBS #RStats
R for Data Science: Workflow: basics (r4ds08 3)
YouTube video by Data Science Learning Community Videos
youtu.be
November 6, 2025 at 12:04 PM
From the DSLC.io aRchives:
🔵 R for Data Science: Workflow: basics youtu.be/FeSYfRx2esU
🔵 Health Metrics and the Spread of Infectious Diseases: Metrics Components youtu.be/Usb_dcfonN8
Visit dslc.video for hours of new #DataScience videos every week!
#dataBS #RStats
🔵 R for Data Science: Workflow: basics youtu.be/FeSYfRx2esU
🔵 Health Metrics and the Spread of Infectious Diseases: Metrics Components youtu.be/Usb_dcfonN8
Visit dslc.video for hours of new #DataScience videos every week!
#dataBS #RStats
Oh. My. Gosh. Data Science Lab was SO FUN today! Just casually sharing screens to walk through settings live was incredible.
I'm gonna start a thread here of some of the stuff we shared/learned together as a community. Great stuff was shared by all! #databs #rstats #python
🧵 1/n
I'm gonna start a thread here of some of the stuff we shared/learned together as a community. Great stuff was shared by all! #databs #rstats #python
🧵 1/n
November 5, 2025 at 7:59 PM
From the DSLC.io aRchives:
🔵 Geospatial health: Spatial data and R packages for mapping youtu.be/J_B47H_2jGU
🔵 tidyverse docs: furrr's API for accelerated purrring youtu.be/_bavVQ9-z7w
Visit dslc.video for hours of new #DataScience videos every week!
#dataBS #RStats
🔵 Geospatial health: Spatial data and R packages for mapping youtu.be/J_B47H_2jGU
🔵 tidyverse docs: furrr's API for accelerated purrring youtu.be/_bavVQ9-z7w
Visit dslc.video for hours of new #DataScience videos every week!
#dataBS #RStats
Geospatial health: Spatial data and R packages for mapping (geohealth01 2)
YouTube video by Data Science Learning Community Videos
youtu.be
November 5, 2025 at 11:43 AM
From the DSLC.io aRchives:
🔵 Geospatial health: Spatial data and R packages for mapping youtu.be/J_B47H_2jGU
🔵 tidyverse docs: furrr's API for accelerated purrring youtu.be/_bavVQ9-z7w
Visit dslc.video for hours of new #DataScience videos every week!
#dataBS #RStats
🔵 Geospatial health: Spatial data and R packages for mapping youtu.be/J_B47H_2jGU
🔵 tidyverse docs: furrr's API for accelerated purrring youtu.be/_bavVQ9-z7w
Visit dslc.video for hours of new #DataScience videos every week!
#dataBS #RStats
Recent DSLC.io club meetings:
🔵 AdvR: OOP Introduction & Base types youtu.be/HUkOYL1F5RM
From the DSLC aRchives:
🔵 Advanced R: S4 youtu.be/unNfE1fDFEY
Visit dslc.video for hours of new #DataScience videos every week!
#dataBS #RStats
🔵 AdvR: OOP Introduction & Base types youtu.be/HUkOYL1F5RM
From the DSLC aRchives:
🔵 Advanced R: S4 youtu.be/unNfE1fDFEY
Visit dslc.video for hours of new #DataScience videos every week!
#dataBS #RStats
Advanced R: OOP Introduction & Base types (advr10 12)
YouTube video by Data Science Learning Community Videos
youtu.be
November 5, 2025 at 11:43 AM
Recent DSLC.io club meetings:
🔵 AdvR: OOP Introduction & Base types youtu.be/HUkOYL1F5RM
From the DSLC aRchives:
🔵 Advanced R: S4 youtu.be/unNfE1fDFEY
Visit dslc.video for hours of new #DataScience videos every week!
#dataBS #RStats
🔵 AdvR: OOP Introduction & Base types youtu.be/HUkOYL1F5RM
From the DSLC aRchives:
🔵 Advanced R: S4 youtu.be/unNfE1fDFEY
Visit dslc.video for hours of new #DataScience videos every week!
#dataBS #RStats
I know I'm a nerd because most of what I want for Christmas is custom keyboard parts ⌨️🎄🎁 & working shiny apps
I know I'm an OLD nerd because the rest of what I want for Christmas is comfy stuff from the Jockey holiday catalog. Also there's the fact that I still use paper catalogs, I guess 😂 #databs
I know I'm an OLD nerd because the rest of what I want for Christmas is comfy stuff from the Jockey holiday catalog. Also there's the fact that I still use paper catalogs, I guess 😂 #databs
November 4, 2025 at 8:06 PM
I know I'm a nerd because most of what I want for Christmas is custom keyboard parts ⌨️🎄🎁 & working shiny apps
I know I'm an OLD nerd because the rest of what I want for Christmas is comfy stuff from the Jockey holiday catalog. Also there's the fact that I still use paper catalogs, I guess 😂 #databs
I know I'm an OLD nerd because the rest of what I want for Christmas is comfy stuff from the Jockey holiday catalog. Also there's the fact that I still use paper catalogs, I guess 😂 #databs