# rstats

12 min read

Bruno Rodrigues

Jul 20 '23

Reproducible data science with Nix, part 1 -- what is Nix

#datascience #nix #rstats

11 min read

Peter Solymos for Analythium

Nov 11 '22

Manage Dependencies with the deps R Package for Docker Containers

#rstats #shiny #docker

8 min read

Patrick Howard for Tychobra

Feb 24 '22

polished 0.6.0 is now on CRAN!

#rstats #shiny #opensource #webdev

3 min read

Julia Silge

Dec 18 '21

Topic modeling for Spice Girls lyrics 🇬🇧👯‍♀️🎤

#machinelearning #datascience #rstats #tutorial

7 min read

Julia Silge

Nov 28 '21

Predicting viewership for Doctor Who episodes

#machinelearning #datascience #rstats #tutorial

4 min read

Roel Hogervorst

Nov 22 '21

Distributing data science products

#rstats

2 min read

Peter Solymos for Analythium

Nov 15 '21

How to Pick the Right Hosting Option for Your Shiny App

#shiny #rstats

6 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

Peter Solymos for Analythium

Oct 24 '21

Auto deploy Shiny app changes to the DigitalOcean App Platform

#shiny #docker #cicd #rstats

12 min read

Colin Fay

Apr 1 '22

The ‘Engineering Production-Grade Shiny Apps’ book is available in print!

#rstats

2 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 30 '21

Multiclass predictive modeling for economics research papers 📑

#machinelearning #datascience #tutorial #rstats

6 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

Julia Silge

Sep 4 '21

Fit and predict with tidymodels for bird baths in Australia 🇦🇺

#datascience #machinelearning #rstats #tutorial

6 min read

Peter Solymos for Analythium

Aug 30 '21

Securing ShinyProxy with Caddy Server

#shinyproxy #shiny #docker #rstats

3 min read

Julia Silge

Aug 26 '21

Modeling human/computer interactions on Star Trek 🖖

#machinelearning #datascience #tutorial #rstats

6 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 23 '21

Predict housing prices 🏠 in Austin TX with xgboost

#machinelearning #datascience #tutorial #rstats

10 min read

Julia Silge

Aug 11 '21

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

#machinelearning #datascience #tutorial #rstats

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

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 14 '21

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

#datascience #machinelearning #tutorial #rstats

5 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

Julia Silge

Jul 1 '21

Class imbalance and classification metrics with aircraft wildlife strikes ✈️

#machinelearning #datascience #rstats #tutorial

7 min read

Mark Sellors

Jun 19 '21

Getting started with logging in R

#shiny #r #rstats #logging

9

13 min read

Peter Solymos for Analythium

Jun 17 '21

Shiny Apps with Docker Compose, Part 1: Development

#docker #shiny #rstats #caddyserver

9 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

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 27 '21

File Transfer Based Publishing for Shiny Apps

#shiny #rstats

7 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

Peter Solymos for Analythium

May 7 '21

Docker Basics for Data Apps

#shiny #rstats

5 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

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

Julia Silge

May 1 '21

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

#machinelearning #datascience #tutorial #rstats

6 min read

Peter Solymos for Analythium

Apr 22 '21

The Best Resources for Learning Shiny App Development

#shiny #rstats

2 min read

Peter Solymos for Analythium

Apr 21 '21

The Anatomy of a Shiny Application

#shiny #rstats

6 min read

Peter Solymos for Analythium

Apr 21 '21

Welcome to Hosting Data Apps!

#shiny #rstats

3 min read

Julia Silge

Apr 22 '21

Use subword features to find which post offices are in Hawaii 🌺

#datascience #machinelearning #rstats #tutorial

8 min read

Julia Silge

Apr 15 '21

Dimensionality reduction of United Nations voting patterns 🌍

#machinelearning #datascience #rstats #tutorial

4 min read

Paul Apivat

Mar 19 '21

Visualizing Thai Food with R

#datascience #rstats #dataviz

6 min read

Julia Silge

Apr 15 '21

Bootstrap confidence intervals for Super Bowl commercials 🏈

#datascience #tutorial #rstats

4 min read

Colin Fay

Nov 10 '21

Multi-page {shiny} Applications with {brochure}

#rstats