Skip to main content

A package to process tihm iot datasets

Project description

TihmDRI_tools logo

TihmDRI_tools are currently the easiest way to gain accsess to the data collected by the TIHM projects.

The tools are an ongoing effort by Dr Eyal Soreq to standardize data-driven analysis for different types of data domains (IoT, behavioural, physiological, etc.) being collected as part of the ongoing TIHM study to advance our understanding of the different manifestations of dementia. The package was designed to either work on the Imperial cluster or on your personal computer using Python >3.6.

Installation Options

  1. Install with pip
    • $ pip install TihmDRI_tools

Usage

See example Jupyter notebooks

Inputs

TIHM data sets

3 zip files

Filename Description Duration
tihm10.zip Data collected by TIHM IoT system during TIHM project (2016-2018)
tihm15.zip Data collected by TIHM IoT system during TIHM 1.5 project (extension) (2018-2019)
tihmdri.zip Data collected by TIHM IoT system during DRI project (2019-present) - exported once a week and copied to RDS

The TIHM system has undergone numerous iterations during this time. These exported datasets are extracted from historic backups taken at the end of each project. The original databases are MongoDB and do not have a consistent schema. The CSV exports harmonise these into a simplified, consistent tabular format.

How to Contribute

  1. Clone repo and create a new branch: $ git checkout https://github.com/esoreq/TihmDRI_tools -b name_for_new_branch.
  2. Make changes and test
  3. Submit Pull Request with comprehensive description of changes

Project details


Download files

Download the file for your platform. If you're not sure which to choose, learn more about installing packages.

Built Distribution

tihmDri-0.1.7-py3-none-any.whl (8.8 kB view hashes)

Uploaded py3

Supported by

AWS AWS Cloud computing Datadog Datadog Monitoring Facebook / Instagram Facebook / Instagram PSF Sponsor Fastly Fastly CDN Google Google Object Storage and Download Analytics Huawei Huawei PSF Sponsor Microsoft Microsoft PSF Sponsor NVIDIA NVIDIA PSF Sponsor Pingdom Pingdom Monitoring Salesforce Salesforce PSF Sponsor Sentry Sentry Error logging StatusPage StatusPage Status page