Software

Versioned, machine-checkable scientific theories in R and Python.

A consistent, accessible visual language for statistical analysis in R and Python.

Reproducible, quota-aware Scopus searches in R and Python.

Simulation-based design analysis from a portable R and Python specification.

Lexical stimulus matching and experiment generation in R and Python.

Interactive workshop application for developing science literacy and critical evaluation of research quality through peer assessment of 48 fictional research scenarios.

A secure, local transcription workflow using OpenAI's Whisper, with batch processing on high-performance computing (HPC) clusters and built-in quality control. Designed for academic and enterprise use, it avoids the privacy and reproducibility limitations of cloud-based services.

Open-source, R-based application that converts video captions from the WebVTT format into plain text, automatically removing timestamps and formatting the content into accessible documents.

Open-source, R-based web application for creating experimental data sets with customisable structures, including between-group and within-participant variables that can be categorical or continuous.

Dashboard presenting open data from Prudic et al. (2018), who compared three ways of recording butterfly species richness in Los Angeles: Pollard walks by trained volunteers, Malaise traps with expert identification and crowd-sourced iNaturalist observations. The coding involved reshaping the data to a long format, merging data sets and, as ever, wrangling with the layout of a table.

This app presents linguistic data over several tabs. It combines the R Markdown-based user interface of Flexdashboard with a Shiny back-end that lets users download the data they select as CSV files and the plots as PNG images. One of the hardest nuts to crack was changing the orientation of rows and columns without breaking the reactable tables. Flexdashboard also made it possible to use quite different formats in different tabs.

Shiny web application for exploring the event-related potentials (ERPs) from a conceptual modality switch experiment by group of participants, individual participant, brain area and electrode.