thadk / Sleepnotebook

Bring data from SleepCycle CSVs, Sqlite files & Jawbone Up bracelet into IPython Notebook & pandas.

Sleepnotebook IPython Analysis

Take raw sleep data from various consumer devices and apps and make it easy to analyse them using IPython Notebook tools.

Jawbone UP export

• Original API Sniffing exercise: http://eric-blue.com/projects/up-api/
• Updated for latest API endpoints (Jul 2013) https://niklaslindblad.se/2013/07/jawbone-up-api-updates/

Implementations

• Ruby API fork (Jul 2013) https://github.com/nlindblad/jawbone-up-api
• Perl API (Jul 2013): https://metacpan.org/release/WWW-Jawbone-Up

Sleepcycle App

• http://www.sleepcycle.com/

Sleepcycle data export

• "CSV Database" export from application and then use OpenRefine to re-export the CSV file without empty rows.
• Eventlog.sqlite file from iOS backup, extractable using iPhone Backup Extractor from com.lexwarelabs.goodmorning

Sleepcycle data cleaning

Curve Cleaning & Analysis using R language

• http://nevergonnablog.wordpress.com/2011/01/06/hacking-sleep-part-1/
• http://nevergonnablog.wordpress.com/2011/01/08/hacking-sleep-part-1-5/