btroia
/ gist:31d54b9785bb0750e8d0
Created
March 10, 2015 01:18
Sample Basis Sleep Data Response in JSON format
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| { | |
| "content": { | |
| "activities": [ | |
| { | |
| "heart_rate": { | |
| "max": null, | |
| "avg": 47.91773778920309, | |
| "min": null | |
| }, | |
| "start_time": { |
btroia
/ basis-sleep-mongodb-import.py
Created
March 10, 2015 14:42
Script that processes a directory of Basis sleep data in JSON format (one file per day) and inserts records into a MongoDB collection
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| from __future__ import print_function | |
| import pymongo | |
| import glob | |
| import os | |
| import json | |
| # Define mongoDB database and collection to store sleep data | |
| db_name = "mydb" | |
| collection_name = "mysleeps" |
btroia
/ gist:48368b0ab2b260559bf4
Created
March 10, 2015 14:46
MongoDB aggregation query that returns summarized Basis sleep data for each day
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| db.sleeps.aggregate( [ | |
| { $unwind : "$content.activities" }, | |
| { $project : | |
| { | |
| "content.activities.date" : 1 , | |
| "content.activities.sleep" : 1, | |
| "content.activities.start_time" : 1 | |
| } | |
| }, | |
| { "$group": { |
btroia
/ gist:df1e6454f296ba6173b2
Created
March 10, 2015 14:48
mongoexport that will dump Basis sleep data from MongoDB normalized collection into a .csv for import into Excel
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| mongoexport \ | |
| --collection sleepexport --type=csv --fields _id,start_time,offset,light_minutes,rem_minutes,deep_minutes,interruption_minutes,unknown_minutes \ | |
| --out mysleepdata.csv --db mydb |
btroia
/ sleep-analysis.py
Created
August 19, 2015 13:10
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| import json | |
| import datetime as dt | |
| from pprint import pprint | |
| # change this to the JSON file you want to analyze | |
| json_data = open('data/basis-data-2014-09-15-sleep.json') | |
| data = json.load(json_data) | |
| json_data.close() |
btroia
/ gist:bb3002a9d26750c2602b
Created
November 13, 2015 18:05
Sample Basis Activity Data Response in JSON format
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| { | |
| "content": { | |
| "activities": [ | |
| { | |
| "heart_rate": { | |
| "max": null, | |
| "avg": null, | |
| "min": null | |
| }, | |
| "start_time": { |
btroia
/ gist:9dd19781ca8943a1673f
Last active
November 15, 2015 23:15
Sample Basis Biometric Data Response in JSON format
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| { | |
| "metrics": { | |
| "air_temp": { | |
| "values": [ | |
| 82.8, | |
| 82.8, | |
| 82.8, | |
| 82.8, | |
| 82.8, | |
| 82.8, |
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| Time (hours) Glucose (mg/dL) Glucose (mmol/L) Ketones (mmol/L) GKI Weight (lbs) | |
| 0 87 4.8 0.2 24.2 168.9 | |
| 11.25 97 5.4 0.6 9.0 | |
| 23.75 92 5.1 0.6 8.5 165.0 | |
| 32.25 90 5.0 1.0 5.0 | |
| 45.92 68 3.8 3.2 1.2 164.4 | |
| 59.58 70 3.9 3.1 1.3 | |
| 72.0 70 3.9 4.7 0.8 162.7 | |