Here you can find links to our code and data repositories. The ECG is committed to producing transparent and accessible science, and will publish all reagents, software, tasks, analytic code, and data wherever possible.
The ECG Github Repository
All data, code, and other materials for our publications can be found at our lab Github repository.
Systole is an open-source Python package providing simple tools to record and analyze, cardiac signals for psychophysiology. It provides tools to pre-process, analyze, and synchronize cardiac data from psychophysiology research, including tools for data epoching, heart-rate variability, and synchronizing stimulus presentation with different cardiac phases via psychopy.
Raincloud plots is a data visualization approach which uses the transparency of showing raw data as well as the intuition of bar and distribution plots. They allow presentation of raw data alongside probability density and key summary statistics such as mean, median and confidence intervals, in an aesthetically appealing and flexible format. The package is available for R, Python and Matlab from the Github site[https://github.com/RainCloudPlots/RainCloudPlots].
Raincloud plots were originally introduced in 2018 in this post [https://neuroconscience.wordpress.com/2018/03/15/introducing-raincloud-plots/] from Micah Allen, and later published at Wellcome Open Research [https://wellcomeopenresearch.org/articles/4-63/v2].
Allen M, Poggiali D, Whitaker K, Marshall TR, Kievit R. (2018) Raincloud plots: a multi-platform tool for robust data visualization. PeerJ Preprints 6:e27137v1 https://doi.org/10.7287/peerj.preprints.27137v1