Accelerometer and Gyroscope Sensor Readings for Writing Behavior Analysis

Published: 18 June 2018| Version 1 | DOI: 10.17632/w3wsc359pc.1
Asim Yuksel,
Fatih Ahmet Şenel,
İbrahim Arda Çankaya


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.