Package: devicely
Devicely is a Python package for reading, de-identifying and writing data from various health monitoring sensors.
With devicely, you can read sensor data and have it easily accessible in dataframes.
You can also de-identify data and write them back using their original data format. This makes it convenient to share sensor data with other researchers while mantaining people's privacy.DocumentationPyPiConda-forgeInstallationPyPi (current release)Installingdevicelyis as easy as executing:pip install devicelyConda-forge (current release)To installdevicelythroughconda-forge:conda config --add channels conda-forge
conda config --set channel_priority strictOnce theconda-forgechannel has been enabled,devicelycan be installed with:conda install devicelyList all of the versions ofdevicelyavailable on your platform with:conda search devicely --channel conda-forgeLocally (development version)git clone git@github.com:hpi-dhc/devicely.git
cd devicely
pip install .Sneak PeekAll devices contain the following methods as exemplified through theEmpaticaReader:empatica_reader = devicely.EmpaticaReader(path_to_empatica_files)
empatica_reader.timeshift()
empatica_reader.write(path_to_write_files)You can also try thisnotebookwith examples and sample data or check our binder:Quick StartTo get started quickly, follow ourquick-start guide.Or check the full documentation:https://hpi-dhc.github.io/devicely/Supported SensorsEmpatica E4is a wearable device that offers real-time physiological data acquisition such as blood volume pulse, electrodermal activity (EDA), heart rate, interbeat intervals, 3-axis acceleration and skin temperature.Biovotion Everionis a wearable device used for the continuous monitoring of vital signs. Currently, it measures the following vital signs: heart rate, blood pulse wave, heart rate variability, activity, SPO2, blood perfusion, respiration rate, steps, energy expenditure, skin temperature, EDA / galvanic skin response (GSR), barometric pressure and sleep.1-lead ECG monitor FarosTM180 from Bittiumis a one channel ECG monitor with sampling frequency up to 1000 Hz and a 3D acceleration sampling up to 100Hz.Spacelabs (SL 90217)is an oscillometric blood pressure (BP) monitor which can be used to automatically track a person's BP in specificed time intervals.TimeStamp for Androidallows you to record the timestamp of an event at the time it occurs. It also allows you to create specific tags such as "Running" or "Walking" and timestamp those specific activities.Shimmer Consensys GSRis a device that is used to collect sensor data in real time and it contains sensors such as GSR / EDA, photoplethysmography (PPG), 3-axis accelerometer, 3-axis gyroscope, 3-axis magnetometer & integrated altimeter.Muse S headbandis a consumer grade headband consisting of 4 electrodes electroencephalography (EEG) sensors, 3-axis accelerometer (ACC), gyroscope, and photoplethysmography (PPG) sensors.How to ContributeIf you want to be part of this mission, please check our documentation on how to contributehere.Authors* Ariane Sasso
* Jost Morgenstern
* Felix Musmann
* Bert ArnrichContributors* Arpita Kappattanavar
* Bjarne Pfitzner
* Lin Zhou
* Pascal Hecker
* Philipp Hildebrandt
* Sidratul Moontaha