Shanaa Modchalingam
All work
Open ScienceReproducibilityData

Open Data

Datasets and analysis code for all first-authored research articles, hosted openly on the Open Science Framework.

Open data on OSF

Overview

All datasets and analysis code associated with my first-authored publications are hosted openly on the Open Science Framework (OSF). This includes raw data, preprocessing scripts, and the statistical analyses used in each paper.

Open science practices — pre-registration, open data, and open code — are central to how I approach research. If you use any of these datasets in your own work, feel free to reach out.

What's included

Each project on OSF corresponds to a published or in-preparation manuscript, and contains:

  • Raw data — trial-level movement and response data
  • Preprocessing scripts — R or Python code to clean and transform data
  • Analysis code — statistical models, figures, and supplementary analyses
  • README — description of variables, file structure, and how to reproduce results