Researchers

Reproducibility for Everyone

Reproducibility for Everyone produces resources to help grow researchers' awareness of and ability to do reproducible research.

Reproducibility Immersive Course

Various fields in the natural and social sciences face a ‘crisis of confidence’. Broadly, this crisis amounts to a pervasiveness of non-reproducible results in the published literature. For example, in the field of biomedicine, Amgen published …

Reproducibility, Preservation, and Access to Research with ReproZip and ReproServer

The adoption of reproducibility remains low, despite incentives becoming increasingly common in different domains, conferences, and journals. The truth is, reproducibility is technically difficult to achieve due to the complexities of computational …

Research Project Management Using the Open Science Framework

An introduction to managing, annotating, organizing, archiving, and publishing research data using the Open Science Framework.

RStudio Cheatsheets

RStudio Cheatsheets The cheatsheets below make it easy to use some of our favorite packages. Cheatsheets include the following topics: Python with R and Reticulate Cheatsheet: The reticulate package provides a comprehensive set of tools for …

Social Science Workshop Overview

Workshop overview for the Data Carpentry Social Sciences curriculum. Data Carpentry’s aim is to teach researchers basic concepts, skills, and tools for working with data so that they can get more done in less time, and with less pain. This workshop …

Software Carpentry

Since 1998, Software Carpentry has been teaching researchers the computing skills they need to get more done in less time and with less pain. Our volunteer instructors have run hundreds of events for more than 34,000 researchers since 2012. All of …

SPARC Popular Resources

SPARC is a global coalition committed to making Open the default for research and education. SPARC empowers people to solve big problems and make new discoveries through the adoption of policies and practices that advance Open Access, Open Data, and …

Statcheck

statcheck is a program that checks for errors in statistical reporting in APA-formatted documents. It was originally written in the R programming language. statcheck/web is a web-based implementation of statcheck. Using statcheck/web, you can check …

Statistics of DOOM

About Stats of DOOM Support Statistics of DOOM! This page and the YouTube channel to help people learn statistics by including step-by-step instructions for SPSS, R, Excel, and other programs. Demonstrations are provided including power, data …