Tappy Keystroke Data

This is the keystroke dataset for the study titled 'High-accuracy detection of early Parkinson's Disease using multiple characteristics of finger movement while typing'. This research report is currently under review for publication by PLOS ONE.

The dataset contains keystroke logs collected from over 200 subjects, with and without Parkinson's Disease (PD), as they typed normally on their own computer (without any supervision) over a period of weeks or months (having initially installed a custom keystroke recording app, Tappy). This dataset has been collected and analyzed in order to indicate that the routine interaction with computer keyboards can be used to detect changes in the characteristics of finger movement in the early stages of PD.

本数据集为研究《基于打字过程中手指运动的多重特征，实现帕金森病早期高精度检测》的按键记录数据集。该研究报告正在由PLOS ONE进行审稿。该数据集包含超过200名受试者，包括患有和未患有帕金森病（PD）者的按键日志，这些受试者在自己的计算机上（无任何监督）正常打字的过程中，持续数周或数月（在最初安装了定制的按键记录应用程序Tappy之后）收集而来。此数据集的收集与分析旨在表明，日常与计算机键盘的交互可以用于检测帕金森病早期阶段手指运动特征的变化。