R CODER | Jose Carlos Soage 📊

Learn R! #rstats

Personal account: @josecarlossoage

También en español 😉

🔗

[R CODER | Jose Carlos Soage 📊 @RCoderWeb]

🎉🚀 Introducing https://t.co/URvELhULtf 🚀🎉

Discover & Explore R Packages, Functions, and Datasets like never before! 🌟

✨ 20k+ Packages
✨ 400k+ Functions
✨ 40k+ Datasets

The ultimate resource for R developers! 📊🔍

🔗 https://t.co/KO0PK3TkHA

#RStats

[R CODER | Jose Carlos Soage 📊 @RCoderWeb]

@shadcn https://t.co/k6Ju9kUVWa

[R CODER | Jose Carlos Soage 📊 @RCoderWeb]

[Tip of the day]

Write your R scripts like others will read them, because future you is someone else

Comment generously, name clearly

#rstats #CodeStyle

[R CODER | Jose Carlos Soage 📊 @RCoderWeb]

Just found this amazing {ggplot2} reference card – a lifesaver for customizing plots

#rstats #dataviz

[R CODER | Jose Carlos Soage 📊 @RCoderWeb]

💡 Try {ggspatial} to easily add scale bars, north arrows, and basemap layers to your ggplot2 maps

🔗 https://t.co/FJO1ycl7UM

[R CODER | Jose Carlos Soage 📊 @RCoderWeb]

💡 Struggling to get help with your R code online?

Try {reprex} package to create a reproducible example that shows exactly what your code does

Just write your code, run reprex(), and paste the result. Easy, clean, helpful.

👉 https://t.co/ovD3UuXVym

[R CODER | Jose Carlos Soage 📊 @RCoderWeb]

🌈 Try rainbow parentheses!

They color each level of nesting so you can spot mismatches instantly.

A simple trick, a huge difference for debugging 👇

#rstats #rstatsTips #DataScience #Productivity

[José Carlos Soage @josecarlossoage]

🧵 How to clean data like a pro with dplyr and tidyr in R

If you're still struggling with messy datasets or spending hours on manual cleanup…

This thread is your shortcut to clean, tidy, analysis-ready data 👇

#rstats #DataCleaning #DataScience

[R CODER | Jose Carlos Soage 📊 @RCoderWeb]

📢 Si eres de España o LATAM y te interesa el mundo de la ciencia de datos…

En mi LinkedIn personal (en español) comparto ideas, herramientas y reflexiones sobre IA, data science y emprendimiento 👤

¿Conectamos?

👉 https://t.co/V0OwJUjpfS

[R CODER | Jose Carlos Soage 📊 @RCoderWeb]

@AdanBecerraPhD On https://t.co/bGxBSndvRN I explain why should be used only with caution 👇

[R CODER | Jose Carlos Soage 📊 @RCoderWeb]

Found a great cheatsheet with different ways to visualize percentages and parts of a whole 📊
(Pie charts are just the beginning…)

And if you work in R, I’ve gathered real code examples here:

🔗 https://t.co/Je24jZTfA5

#rstats #DataViz #ggplot2 #DataScience

[R CODER | Jose Carlos Soage 📊 @RCoderWeb]

@AdanBecerraPhD You're absolutely right... pie charts often do more harm than good

But they’re everywhere 😅

[R CODER | Jose Carlos Soage 📊 @RCoderWeb]

🚀 Want to write faster and more efficient R code?

Check out Efficient R Programming — a practical guide packed with tips on writing clean, optimized, and production-ready R code.

🔗 https://t.co/n28l0DlKNs

#rstats #DataScience #Rprogramming #Productivity

[José Carlos Soage @josecarlossoage]

🎯 Ever wondered what really sets apart a Data Analyst, Data Scientist, Data Engineer, and ML Engineer?

They might sound similar, but each role has a different focus, skill set, and mission

Let’s break it down 🧵👇
#DataScience #rstats #Statistics

[R CODER | Jose Carlos Soage 📊 @RCoderWeb]

👋 If you enjoy the R content I share here, you might also like what I post on my (new) personal account: data science, AI, and entrepreneurship

Follow me at 👉 [@josecarlossoage ]

Or on LinkedIn (in Spanish) 👉 https://t.co/V0OwJUiRqk

#rstats #datascience

[R CODER | Jose Carlos Soage 📊 @RCoderWeb]

🔍 Drowning in forgotten TODOs in your R scripts?

The {todor} package scans your code for #TODO, #FIXME, #NOTE, and more — so you can track your tasks like a pro ✅

📌 Great for big projects
🧠 Never miss a fix
💻 Lightweight and easy to use
👉 install.packages("todor")

[R CODER | Jose Carlos Soage 📊 @RCoderWeb]

🦸‍♂️ Meet the newest superhero in town — Captain R!

Fighting messy data, one line of code at a time 💪📊
Powered by tidyverse. Shielded by ggplot2

#rstats #DataScience #SuperCoder

[R CODER | Jose Carlos Soage 📊 @RCoderWeb]

[FREE R BOOK]

🚀 "Tidy Modeling with R" by Max Kuhn & Julia Silge is a must-read! 📘 Learn how to streamline your ML workflow using the tidymodels framework

🔗 https://t.co/SJNYdhY9CP

#RStats #MachineLearning

[R CODER | Jose Carlos Soage 📊 @RCoderWeb]

🚀 This #ggplot2 tutorial by @CedScherer never gets old!

📊 One of the best resources to master beautiful plotting in R

🔗 https://t.co/H4sh7xxwKF

[R CODER | Jose Carlos Soage 📊 @RCoderWeb]

[FREE ONLINE BOOK] 📗

R Markdown: The Definitive Guide

Learn how to create dynamic reports, presentations, and interactive documents with R Markdown!

🔗 https://t.co/UBdFtAQi9l

#rstats #DataScience

[Neil Pettinger @kurtstat]

I've been trying out different ways of creating dumbbell charts with {ggplot2}. For this one I used a 'wide' summary table for the source data (which feels more intuitive to me). The method owes a lot to this tutorial from @RCoderWeb:
https://t.co/Tufr5yUqIz
#rstats #ggplot2