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New(ish) paper: Share the code, not just the data: A case study of the reproducibility of JML articles published under the open data policy

Here's an important new paper led by Dr. Anna Laurinavichyute on the reproducibility of published analyses. This paper by commissioned by the editor in chief of the Journal of Memory and Language, Kathy Rastle.Title: Share the code, not just ... Continue reading: New(ish) paper: Share the code, not just the data: A case study of the reproducibility of JML articles published under the open data policy http://dlvr.it/SMkg5V

What is a horizon chart?

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A horizon chart is a compact version of an area chart. In the words of Jonathan Schwabish (Reference 1, page 164), it is … an area chart that is sliced into equal horizontal intervals and collapsed down into single bands, … Continue reading → Continue reading: What is a horizon chart? http://dlvr.it/SMjZyB

Track Shiny App User Activity With the RStudio Connect Server API

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Data scientists spend a lot of time creating apps, dashboards, and reports. All of this effort is often hampered by siloed workflows between coworkers and across teams, which leads to delays in presenting your insights to stakeholders and clients. After all that time and effort, are you even sure what ... Continue reading: Track Shiny App User Activity With the RStudio Connect Server API http://dlvr.it/SMgZNt

scikit-learn models in R with reticulate

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I have tried to venture into Python several times over the years. The language itself seems simple enough to learn but as someone who has only ever used R (and a bit of Stata), there were two things that held me back: I never really found an IDE th... Continue reading: scikit-learn models in R with reticulate http://dlvr.it/SMc3Fg

rsnps 0.5.0: New ncbi_snp_query() Features

TL;DR rsnps is a package that enables the retrieval of single nucleotide polymorphism (SNP) data from the NCBI’s dbSNP database and openSNP by providing wrappers for the APIs. Single nucleotide polymorphisms represent differences at one specifi... Continue reading: rsnps 0.5.0: New ncbi_snp_query() Features http://dlvr.it/SMbdvl

Using R to detect the pressure wave from the 2022 Hunga Tonga eruption in personal weather station data

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It seems like an age ago, but in fact it was only mid-January 2022 when this happened: The answers are yes and yes again. One excellent source of weather station data is the Weather Underground. They used to have an API which could be accessed through an R package, rwunderground. This ... Continue reading: Using R to detect the pressure wave from the 2022 Hunga Tonga eruption in personal weather station data http://dlvr.it/SMb798

Shiny Wordle Word Journey

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A couple of weeks ago, Winston Chang showed how to create a Wordle app in Shiny in a four-part video series. Go watch the video series to see how he did it! Also, follow along on the first steps to start with Shiny in this tutorial. In our house, we... Continue reading: Shiny Wordle Word Journey http://dlvr.it/SMXZnJ