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2021/09/05
Type I error vs Type II error as simple as you never imagine 😅😅 #statistics #datascience #rstats #python https://t.co/wCudIvsHoY
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2021/08/29
A correlation matrix is a nifty visualization for displaying relationships between multiple variables. The {ggcorrmat} function from {ggstatsplot} 📦 creates such matrices with significance testing and other descriptive details ↔️ https://t.co/rbwEs6qVON #rstats #DataScience https://t.co/EDPanyNE0x
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2021/08/22
I recently came across a really neat way of explaining R² and shared variation in regression models using Euler/Venn diagrams, so I wrote up a bunch of examples of how to make these plots using #rstats https://t.co/NYlgsgUllZ https://t.co/fTXZ6LxG6b
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2021/08/15
So many books in so many (spoken and programming) languages, and all completely OPEN and FREE! 📚 {bookdown} 📦 is a godsend. 🙏 Check out the full list of available books here 👇 https://t.co/W513gTh6qo #rstats #DataScience #AcademicTwitter https://t.co/HQH9eQijxG
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2021/08/08
The tidyverse team is taking next week (Aug 9-13) off. Time away is so important for sustainable open source maintenance; we all need a break to recharge. You won’t hear from us on GitHub next week, but we look forward to working with y’all again when we get back! #rstats
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2021/08/01
ROC curves provide a convenient way to compare responses and predictions of a binomial model. The {performance_roc} function from {performance} 📦 computes AUC metric and visualizes ROC curves for a collection of models 🥇🥈🥉 https://t.co/ZKty2kA5Br #rstats #DataScience https://t.co/LYJgfvZHIF
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2021/07/18
A reproducible example showing how to create a figure of map layers in R https://t.co/bInB7eHpzd 🗺️ #rstats #rspatial Thanks to @geospacedman & @obrl_soil who have helped with this before and to @StefanJuenger for creating and elegant function to tilt sf objects https://t.co/4uQ5PF7GZJ
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2021/07/11
Sometimes we may wish to check all relevant assumptions for a regression model in one go. 🔍 The {check_model} function from {performance} 📦 does exactly this and also provides elegant visualizations with helpful pointers ✅📊 https://t.co/4SIIL0u9Jn #rstats #DataScience https://t.co/EMmye4qAZk
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2021/07/04
Correctly specifying a distribution family for regression model can improve estimate accuracy. But what if we’re unsure? The {check_distribution} function from {performance} 📦 uses Random Forest to help you reconsider the choice ⚠️ https://t.co/qD7cQvNLLz #rstats #DataScience https://t.co/MLhkCT2cwh
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2021/06/27
Completely written and knitted in Rmarkdown 💪 #rstats https://t.co/vXV8V1YpVe
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2021/06/20
Free eBooks: 100+ Free Data Science Books. #NeuralNetworks #MachineLearning #TensorFlow #100DaysOfCode #BigData #Analytics #DevCommunity #Programming #IoT #javascript #Linux #Cloud #Serverless #womenwhocode #Python #RStats #DeepLearning #AI #DataScience https://t.co/oKbTu2WlIi https://t.co/6RzDLjJemi
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2021/06/13
Too good to just stay on reddit #MachineLearning #RStats https://t.co/lZzUB8bzQy
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2021/06/06
{codehover} is a new R package I just created!! It’s educational: in a HTML page you pass the mouse on the code that you made and it should show the intermediary results. It should go hand in hand with pipes (the old and/or the new). (#RStats ) https://t.co/HEJ1cYC8YY
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2021/05/30
are you streaming data science-related content on Twitch? drop your channel + a brief description so we can start sharing your work and join up our communities ♥️ all languages//tools welcome! #rstats #python #julia #javascript
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2021/05/23
Hi all, I’m pleased to announce {tayloRswift}, a new #rstats package that lets you style ggplots based on #TaylorSwift album color palettes, available at https://t.co/gdTa12aoau Give it a try with the dev version: remotes::install_github(“asteves/tayloRswift”) https://t.co/Xm1Y7YmfEU
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2021/05/09
Finished the summer 2021 version of my dataviz class! 70 videos (≈23 hours!) + a literal ton of annotated ggplot code and examples + in-browser learnr modules that let you make plots without opening R, all open access and CC-licensed! https://t.co/g34LtyKW0P #rstats #dataviz
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2021/05/02
Rを使ったさまざまな書籍が無料で読めます（英語）。 オーソドックスなとこだと、ggplotのトナカイ本、tidyverseのオウム本 他にも、Introduction to Data Science、Beyond Multiple Linear Regression、Forecasting: Principles and Practiceとか気になる本もある。 https://t.co/KXXUBfkFUP https://t.co/gxVWaOPvf5
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2021/04/25
Super neat RStudio trick I just stumbled across! RStudio has code section comments (Code > Insert Section…) that let you fold code (if you have at least four -s after), but DID YOU ALSO KNOW that you can make subsections and that these all show up in the TOC areas?! #rstats https://t.co/22glKKe6x6
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2021/04/18
Often one needs to report statistical analysis in a publication/report, and formatting them manually can be tedious and error-prone 📄 The {report} function from the eponymous 📦 automates this process to follow best practices ✍️ https://t.co/gAaRN4Qqr1 #rstats #DataScience https://t.co/59QS89HiLE
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2021/04/11
Probando generar materiales para clases que puedan imprimirse… O cómo aprender a programar en #RStats leyendo fanzines. https://t.co/evoSyaN3lI
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2021/04/04
Linear mixed models have a lot of moving parts. I’ve found that simulations really helped me understand how these models work and the various parts of them. Here are some of my favorite simulation guides, tutorials, and resources in #RStats. (1/x) 🧵
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2021/03/28
Just finished up a week teaching Bayesian statistics with R #rstats for non-stats PhD students & 💜 it #bayes #mcmc #jags 🌍 Dedicated website https://t.co/X7JY3f9eGX 🍳 Material https://t.co/agY9CvQLiV 📽️ Video recording (in English w/ 👽 accent) https://t.co/DHabXmVYsT https://t.co/g94nSO3faQ
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2021/03/21
happy birthday Mister Rogers. here’s every color of cardigan he wore on the show presented in chronological order #rstats https://t.co/DJBNcxZRTv
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2021/03/14
Very excited to announce a brand-new feature in {xaringanExtra}: you can now draw on your {xaringan} #rstats slides with scribble! 👩🎨 🙏 Big thanks to @mattwrkntn for the contribution! ✏️ https://t.co/wvep2aAWsC https://t.co/wfEwYeuAjb
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2021/03/07
This is mind-blowingly comprehensive! 🤯 A 150-page document that catalogs pretty much every possible way one can run a one-way anova in #rstats and carry out related analyses (visualizations, pairwise comparisons, etc.): https://t.co/iE3DdNA02O https://t.co/3Z9Ykoe2Yl
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2021/02/28
The most important topic for all ggplot2 users: Getting things into the right order. #rstats #ggplot2 https://t.co/A6iYd49ICL https://t.co/rbPAisS1CT
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2021/02/21
The second edition of “Modern Data Science with R” is coming out in March: the bookdown version is available now! https://t.co/geiovJTu3j @BaumerBen #rstats #datascience #statistics @CRC_MathStats @CRCPress https://t.co/BGtJGunr51
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2021/02/14
I’m very excited to announce the pre-release of a new #rstats 📦 for working with date-time data, clock! clock introduces entirely new types for handling date-times, while also providing a high-level interface that works with R’s built-in date types. https://t.co/UwYsEC8sOc
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2021/02/07
I’m very excited to announce a new package I have been working on {xaringancolor} Seamlessly use colors across text, code, and equations in #xaringan slides ✨ https://t.co/ZefbN0IQ0H #rstats https://t.co/3bLkes7aD6
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2020/11/04
The ggplot2 book has a fresh look thanks to the new bookdown::bs4_book() template: https://t.co/6kgkt5z1GS #rstats