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Description

Is there a correlation between my smart watch vitals and sleep analysis data and my code stats on Wakatime?

Prerequisites

• Python3
• Wakatime account

Setup

$ git clone https://github.com/DanNduati/hmmm.git
$ cd hmmm/

Install dependencies

Create a python virtual environment activate it and install dependencies:

$ python3 -m venv venv
$ source venv/bin/activate
$ pip install -r requirements.txt

Create a .env file similar to .env.example with your Wakatime API Key.

Get user coding activity

$ python3 main.py | jq

Output:

{
  "cummulative_total": {
    "decimal": "2.08",
    "digital": "2:05",
    "seconds": 7514.0,
    "text": "2 hrs 5 mins"
  },
  "data": [
    {
      "categories": [
        {
          "decimal": "2.08",
          "digital": "2:05:14",
          "hours": 2,
          "minutes": 5,
          "name": "Coding",
          "percent": 100.0,
          "seconds": 14,
          "text": "2 hrs 5 mins",
          "total_seconds": 7514.0
        }
      ],
      "editors": [
        {
          "decimal": "2.07",
          "digital": "2:04:48",
          "hours": 2,
          "minutes": 4,
          "name": "Neovim",
          "percent": 99.66,
          "seconds": 48,
          "text": "2 hrs 4 mins",
          "total_seconds": 7488.539119
        },
        {
          "decimal": "0.00",
          "digital": "0:00:25",
          "hours": 0,
          "minutes": 0,
          "name": "VS Code",
          "percent": 0.34,
          "seconds": 25,
          "text": "25 secs",
          "total_seconds": 25.460881
        }
      ],
      "grand_total": {
        "decimal": "2.08",
        "digital": "2:05",
        "hours": 2,
        "minutes": 5,
        "text": "2 hrs 5 mins",
        "total_seconds": 7514.0
      },
      "languages": [
        {
          "decimal": "1.90",
          "digital": "1:54:10",
          "hours": 1,
          "minutes": 54,
          "name": "Go",
          "percent": 91.16,
          "seconds": 10,
          "text": "1 hr 54 mins",
          "total_seconds": 6850.0
        },
        {
          "decimal": "0.15",
          "digital": "0:09:05",
          "hours": 0,
          "minutes": 9,
          "name": "Python",
          "percent": 7.25,
          "seconds": 5,
          "text": "9 mins",
          "total_seconds": 545.0
        },
        {
          "decimal": "0.02",
          "digital": "0:01:43",
          "hours": 0,
          "minutes": 1,
          "name": "JSON",
          "percent": 1.37,
          "seconds": 43,
          "text": "1 min",
          "total_seconds": 103.0
        },
        {
          "decimal": "0.00",
          "digital": "0:00:16",
          "hours": 0,
          "minutes": 0,
          "name": "Bash",
          "percent": 0.21,
          "seconds": 16,
          "text": "16 secs",
          "total_seconds": 16.0
        }
      ],
      "machines": [
        {
          "decimal": "2.08",
          "digital": "2:05:14",
          "hours": 2,
          "machine_name_id": "**",
          "minutes": 5,
          "name": "dan",
          "percent": 100.0,
          "seconds": 14,
          "text": "2 hrs 5 mins",
          "total_seconds": 7514.0
        }
      ],
      "operating_systems": [
        {
          "decimal": "2.08",
          "digital": "2:05:14",
          "hours": 2,
          "minutes": 5,
          "name": "Linux",
          "percent": 100.0,
          "seconds": 14,
          "text": "2 hrs 5 mins",
          "total_seconds": 7514.0
        }
      ],
      "projects": [
        {
          "color": null,
          "decimal": "1.90",
          "digital": "1:54:10",
          "hours": 1,
          "minutes": 54,
          "name": "portfolio",
          "percent": 91.16,
          "seconds": 10,
          "text": "1 hr 54 mins",
          "total_seconds": 6850.0
        },
        {
          "color": null,
          "decimal": "0.18",
          "digital": "0:11:04",
          "hours": 0,
          "minutes": 11,
          "name": "smart_sleep",
          "percent": 8.84,
          "seconds": 4,
          "text": "11 mins",
          "total_seconds": 664.0
        }
      ],
      "range": {
        "date": "2022-09-18",
        "end": "2022-09-18T20:59:59Z",
        "start": "2022-09-17T21:00:00Z",
        "text": "Today",
        "timezone": "Africa/Nairobi"
      }
    }
  ],
  "end": "2022-09-18T20:59:59Z",
  "start": "2022-09-17T21:00:00Z"
}

ToDo

• Establish a python BLE server to connect with MiBand 5
• Figure out and retrieve vitals,steps count, and sleep data from the device
• Perform EDA on smartwatch data and wakatime stats

License and Copyright

Copyright 2022 Daniel Chege Nduati