benpmeredith/behaviopy

Behavioral data analysis and plotting in Python.

BehavioPy

BehavioPy is a python toolkit providing evaluation (e.g. event tracking) and plotting functions for behavioural data. Manual event tracking is done via a simple and configurable PsychoPy-based interface. Plotting functions are designed to work with preformatted data in CSV format (e.g. as exported by pandas), and use Seaborn and custom BehavioPy styles for maximum beautification.

Presentations

• BehavioPy - Python Evaluation, Analysis, and Plotting for Behaviour and Physiology, at EuroSciPy 2017 in Erlangen (DE).

Examples

These are some of the plot types which BehavioPy can generate. The following examples can be reproduced (contingent on dependency availability) solely from the example functions and data distributed in this repository.

Correlation Matrices

Pointplot With Significance Levels

Timeseries Plots

Dependencies

• Matplotlib
• NumPy
• pandas
• PsychoPy (optional - only needed for manual event tracking)
• SciPy
• Seaborn
• Statsmodels