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Here’s a pattern of a json file that I’ve of information from my Apple Well being app. How can I take this json and switch it right into a pandas dataframe? The dataframe construction I’m hoping to make is proven under.
{
"information": {
"exercises": [],
"metrics": [
{
"name": "sleep_analysis",
"units": "hr",
"data": [
{
"sleepSource": "Phone",
"sleepStart": "2021-02-24 00:00:00 -0700",
"asleep": 0,
"inBed": 7.555225084722042,
"sleepEnd": "2021-02-24 07:33:18 -0700",
"date": "2021-02-24 00:00:00 -0700",
"inBedStart": "2021-02-24 00:00:00 -0700",
"inBedSource": "Phone",
"inBedEnd": "2021-02-24 07:33:18 -0700"
},
{
"sleepStart": "2021-02-25 01:17:34 -0700",
"date": "2021-02-25 07:37:19 -0700",
"sleepEnd": "2021-02-25 07:38:25 -0700",
"inBedSource": "Phone",
"inBedStart": "2021-02-25 01:17:34 -0700",
"sleepSource": "Phone",
"asleep": 0,
"inBed": 6.1780015191766955,
"inBedEnd": "2021-02-25 07:38:25 -0700"
},
{
"inBedStart": "2021-02-26 00:00:00 -0700",
"sleepEnd": "2021-02-26 08:35:05 -0700",
"sleepSource": "Oura Ring",
"inBedSource": "Oura Ring",
"inBedEnd": "2021-02-26 08:35:05 -0700",
"date": "2021-02-26 00:00:00 -0700",
"inBed": 8.58497479862637,
"sleepStart": "2021-02-26 00:00:00 -0700",
"asleep": 8.1
}
]
},
{
"items": "kcal",
"title": "active_energy",
"information": [
{
"qty": 960.4964841592565,
"date": "2021-01-01 00:00:00 -0700"
},
{
"qty": 738.1875158407441,
"date": "2021-01-02 00:00:00 -0700"
}
]
}
]
}
}
title | items | sleepSource | sleepStart | asleep | inBed | sleepEnd | date | inBedStart | inBedSource | inBedEnd | qty |
---|---|---|---|---|---|---|---|---|---|---|---|
sleep_analysis | hr | Cellphone | 2021-02-24 00:00:00 -0700 | 0 | 7.555225085 | 2021-02-24 07:33:18 -0700 | 2021-02-24 00:00:00 -0700 | 2021-02-24 00:00:00 -0700 | Cellphone | 2021-02-24 07:33:18 -0700 | |
sleep_analysis | hr | Cellphone | 2021-02-25 01:17:34 -0700 | 0 | 6.178001519 | 2021-02-25 07:38:25 -0700 | 2021-02-25 07:37:19 -0700 | 2021-02-25 01:17:34 -0700 | Cellphone | 2021-02-25 07:38:25 -0700 | |
sleep_analysis | hr | Oura Ring | 2021-02-26 00:00:00 -0700 | 8.1 | 8.584974799 | 2021-02-26 08:35:05 -0700 | 2021-02-26 00:00:00 -0700 | 2021-02-26 00:00:00 -0700 | Oura Ring | 2021-02-26 08:35:05 -0700 | |
active_energy | kcal | 2021-01-01 00:00:00 -0700 | 960.4964842 | ||||||||
active_energy | kcal | 2021-01-02 00:00:00 -0700 | 738.1875158 |
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