Peloton Stats to Google Sheets with Data Visualization through Seaborn and Plotly

Related tags

Data Visualizationdatabasegoogle-sheetspython3peloton-workout-data
Overview

Peloton Stats to Google Sheets with Data Visualization through Seaborn and Plotly

Problem: 2 peloton users were looking for a way to track their metrics in a way that was readable and available

Solution: this script. I personally run this at set intervals on a raspberry pi, so access to their data is usable at virtually all hours.

Here's how it works. The code relies on first having built a csv file which contains the headings of 'name', 'username', 'email', and 'password' (for Peloton). The script pulls data from this file and then logs into peloton. From there, it downloads the users CSV data with all of their workout data. For my specific needs, we only cared about cycling data (which you will notice in the code). Several calculations are performed and some clean up is completed on the dataframes. That data is then passed into the user's assigned Google Sheet (which also includes their interactive 'goal' cell used for pace calculations [this resets on the first of each year]. Since I am running on a raspberry pi, I use SMTP to send an email to each user at the end of the day with a daily wrap email.

The script utilizes several dependencies (noted in the code itself). One of the dependencies is based on the google sheets API. Information can be found here: https://developers.google.com/sheets/api

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Releases(v2.1.2)

  • v2.1.2(Feb 1, 2022)

    1. added a '--pause' arg to the script to facilitate the pausing for service account quota exceeded errors
    2. Initial push of a google sheet builder

    What's Changed

    • Sheet Build Initial Push by @tychaney in https://github.com/tychaney/Peloton-Data-to-Google-Sheets/pull/3

    Full Changelog: https://github.com/tychaney/Peloton-Data-to-Google-Sheets/compare/v2.1.1...v2.1.2

    Source code(tar.gz)
    Source code(zip)

  • v2.1.1(Jan 31, 2022)

    Minor bug fix from 2.1.0 Corrected the monthly pace calculation

    What's Changed

    • v 2.1.0 by @tychaney in https://github.com/tychaney/Peloton-Data-to-Google-Sheets/pull/2

    Full Changelog: https://github.com/tychaney/Peloton-Data-to-Google-Sheets/compare/v2.1.0...v2.1.1

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