Accelerometer and Gyroscope Sensor Readings for Writing Behavior Analysis

Published: 18 June 2018| Version 1 | DOI: 10.17632/w3wsc359pc.1
Asim Sinan Yuksel,


This dataset contains accelerometer and gyroscope readings of 76 undergraduate students (from different ages, different genders) during writing random sentences for 1 minute period with a mobile phone (iPhone X). We provide two datasets. One is for binary classification (one-vs-all) and the other one contains the whole data. These datasets can be used for writing behavior analysis. The columns of datasets are: ID,Gender,Age,AccX,AccY,AccZ,GyroX,GyroY,GyroZ


Steps to reproduce

We developed an iPhone X app for this job. The app contains fields to gather age, gender of the user. We present a random word to user and start the 1 minute timer. User writes the sentence and hit the save button. We gather the sensor reading while the user is writing the text. Please see the app image folder.


Mobile Computing, Machine Learning, Machine Learning Algorithm, Accelerometer, Classification System, Applications of Sensors, Gyroscope