# rstats

3 min read

Julia Silge

Dec 18 '21

Topic modeling for Spice Girls lyrics 🇬🇧👯‍♀️🎤

#machinelearning #datascience #rstats #tutorial

7 min read

Julia Silge

Nov 9 '21

Predict giant pumpkin weights 🎃 with tidymodels

#machinelearning #datascience #rstats #tutorial

6 min read

Julia Silge

Nov 12 '21

Spatial resampling for the #30DayMapChallenge 🗺

#datascience #machinelearning #rstats #tutorial

4 min read

Colin Fay

Nov 10 '21

Multi-page {shiny} Applications with {brochure}

#rstats

13 min read

Peter Solymos for Analythium

Oct 24 '21

Auto deploy Shiny app changes to the DigitalOcean App Platform

#shiny #docker #cicd #rstats

12 min read

Julia Silge

Sep 30 '21

Multiclass predictive modeling for economics research papers 📑

#machinelearning #datascience #tutorial #rstats

6 min read

Peter Solymos for Analythium

Oct 2 '21

How to Host Shiny Apps on the DigitalOcean App Platform

#shiny #docker #rstats

8

14 min read

Julia Silge

Sep 16 '21

Dimensionality reduction for Billboard Top 100 songs 🎶

#machinelearning #datascience #rstats #tutorial

7 min read

Peter Solymos for Analythium

Sep 2 '21

ShinyProxy 1-click App

#shinyproxy #shiny #rstats #docker

14 min read

Peter Solymos for Analythium

Aug 30 '21

Securing ShinyProxy with Caddy Server

#shinyproxy #shiny #docker #rstats

3 min read

Peter Solymos for Analythium

Aug 23 '21

Custom Domain and Security for ShinyProxy with Nginx

#shinyproxy #shiny #rstats #docker

9 min read

Peter Solymos for Analythium

Aug 16 '21

The Quickest Way to Add New Apps to ShinyProxy

#shinyproxy #shiny #docker #rstats

7 min read

Julia Silge

Aug 11 '21

Use racing methods to tune xgboost models and predict home runs ⚾️

#machinelearning #datascience #tutorial #rstats

3 1

5 min read

Peter Solymos for Analythium

Aug 9 '21

Update Existing Shiny Apps in ShinyProxy

#shinyproxy #shiny #docker #rstats

8 min read

Julia Silge

Aug 8 '21

Tune xgboost models with early stopping to predict shelter animal status 🐱🐶

#machinelearning #datascience #tutorial #rstats

5 min read

Peter Solymos for Analythium

Jul 29 '21

Advanced Configuration for ShinyProxy

#shinyproxy #shiny #rstats #docker

5 min read

Peter Solymos for Analythium

Jul 23 '21

How to Set Up ShinyProxy to Host Shiny Apps

#shiny #rstats #shinyproxy

7 min read

Peter Solymos for Analythium

Jul 15 '21

Deploying Shiny Apps to Heroku with Docker and GitHub Actions

#heroku #shiny #rstats #docker

4 min read

Julia Silge

Jul 14 '21

Predict which Scooby Doo monsters 👻 are REAL with a tuned decision tree model

#datascience #machinelearning #tutorial #rstats

5 min read

Peter Solymos for Analythium

Jul 14 '21

Deploying Shiny Apps to Heroku with Docker From the Command Line

#heroku #shiny #rstats

7 min read

Julia Silge

Jul 2 '21

Create a custom metric for your machine learning model to predict NYC Airbnb prices

#machinelearning #datascience #rstats #tutorial

5 min read

Peter Solymos for Analythium

Jun 22 '21

Shiny Apps with Docker Compose, Part 2: Production

#shiny #docker #rstats #caddyserver

7 min read

Mark Sellors

Jun 19 '21

Getting started with logging in R

#shiny #r #rstats #logging

7 1

13 min read

Peter Solymos for Analythium

Jun 7 '21

Using systemd to Run Shiny Apps

#shiny #rstats

7 min read

Peter Solymos for Analythium

Jun 3 '21

Host Shiny Apps with Docker

#docker #shiny #rstats

6 min read

Peter Solymos for Analythium

May 31 '21

Best Practices for R with Docker

#docker #rstats #shiny

3 4

9 min read

Julia Silge

May 29 '21

Partial dependence plots for Mario Kart 🍄 world records

#machinelearning #datascience #rstats #tutorial

5 min read

Peter Solymos for Analythium

May 24 '21

Securing Shiny Server with Caddy

#shiny #rstats #caddyserver

7 min read

Peter Solymos for Analythium

May 20 '21

Dockerized Shiny Apps with Dependencies

#shiny #docker #rstats

8 min read

Peter Solymos for Analythium

May 17 '21

Push Button Publishing for Shiny Apps

#shiny #rstats

8 min read

Peter Solymos for Analythium

May 10 '21

Dockerizing Shiny Applications

#shiny #rstats

9 min read

Julia Silge

May 7 '21

Predict water availability 🚰 in Sierra Leone with random forests

#machinelearning #datascience #rstats #tutorial

5 min read

Julia Silge

May 1 '21

Which Netflix titles are movies and which are TV shows? 📺

#machinelearning #datascience #tutorial #rstats

6 min read

Julia Silge

May 1 '21

Estimate change in CEO departures with bootstrap resampling

#datascience #tutorial #rstats

4 min read

Peter Solymos for Analythium

Apr 25 '21

Run Shiny Apps Locally

#shiny #rstats

6 min read

Peter Solymos for Analythium

Apr 22 '21

The Best Resources for Learning Shiny App Development

#shiny #rstats

6 1

2 min read

Peter Solymos for Analythium

Apr 21 '21

The Anatomy of a Shiny Application

#shiny #rstats

6 min read

Julia Silge

Apr 15 '21

Bootstrap confidence intervals for Super Bowl commercials 🏈

#datascience #tutorial #rstats

4 min read

Paul Apivat

Mar 19 '21

Visualizing Thai Food with R

#datascience #rstats #dataviz

6 min read

Julia Silge

Feb 21 '21

Understand inequality in student debt 🎓 with linear modeling

#datascience #rstats

3 min read

Julia Silge

Feb 21 '21

Learn tidytext with my new learnr course

#datascience #rstats #nlp

3 min read

Pacharapol Withayasakpunt

Feb 11 '21

Markdown beyond basic standard HTML

#latex #markdown #webdev #rstats

2 1

1 min read

Julia Silge

Jan 16 '21

Explore art over time in the Tate collection 🖼

#machinelearning #datascience #rstats #tutorial

10 min read

Emily Riederer

Jan 24 '21

Building a team of internal R packages

#rstats #jtbd

28 min read

Colin Fay

Dec 15 '20

Advent of Code 2020-07 with R & Neo4j

#rstats #adventofcode #neo4j

3 min read

Julia Silge

Dec 4 '20

Code generation for tuning random forests using IKEA furniture prices 🛋

#machinelearning #datascience #tutorial #rstats

5 min read

Roel Hogervorst

Dec 2 '20

Rectangling (Social) Network Data

#rstats #r #networks #graph

16 min read

Julia Silge

Oct 29 '20

Tune and interpret decision trees for wind turbine capacity 🌬

#machinelearning #datascience #tutorial #rstats

7 min read

Julia Silge

Oct 16 '20

Predicting class membership for the Datasaurus Dozen 🦖

#machinelearning #datascience #tutorial #rstats

7 min read

Julia Silge

Oct 7 '20

Modeling NCAA women's 🏀 tournament seeds

#machinelearning #datascience #tutorial #rstats

8 min read

Julia Silge

Sep 25 '20

Introducing our new book, Tidy Modeling with R 📖

#machinelearning #datascience #rstats

7 1

1 min read

Leonardo Shibata

Sep 22 '20

Reading complex Excel files

#r #rstats #tidyxl #unpivotr

6 1

3 min read

Scott Chamberlain

Sep 10 '20

stories behind archived packages

#r #rstats

5 min read

Pacharapol Withayasakpunt

Sep 10 '20

COVID-19 stats I wanted to see, and unanswered questions

#discuss #covid19 #datascience #rstats

4 2

1 min read

Julia Silge

Sep 2 '20

Modeling crop yields 🌽🍚🌾 with tidy data principles

#datascience #rstats #tutorial

4 min read

Julia Silge

Aug 14 '20

Build a predictive text model for The Last Airbender

#machinelearning #datascience #rstats #tutorial

28

7 min read

Pacharapol Withayasakpunt

Aug 6 '20

Keywords in spatial epidemiology

#rstats #gis #datascience