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

You might also like...
Productivity Tools for Plotly + Pandas
Productivity Tools for Plotly + Pandas

Cufflinks This library binds the power of plotly with the flexibility of pandas for easy plotting. This library is available on https://github.com/san

Jorge Santos 2.1k Feb 18, 2021
Custom Plotly Dash components based on Mantine React Components library

Dash Mantine Components Dash Mantine Components is a Dash component library based on Mantine React Components Library. It makes it easier to create go

Snehil Vijay 239 Jan 8, 2023
A Simple Flask-Plotly Example for NTU 110-1 DSSI Class
A Simple Flask-Plotly Example for NTU 110-1 DSSI Class

A Simple Flask-Plotly Example for NTU 110-1 DSSI Class Live Demo Prerequisites We will use Flask and Ploty to build a Flask application. If you haven'

Ting Ni Wu 1 Dec 11, 2021
A shimmer pre-load component for Plotly Dash

dash-loading-shimmer A shimmer pre-load component for Plotly Dash Installation Get it with pip: pip install dash-loading-extras Or maybe you prefer Pi

Lucas Durand 4 Oct 12, 2022
3D plotting and mesh analysis through a streamlined interface for the Visualization Toolkit (VTK)
3D plotting and mesh analysis through a streamlined interface for the Visualization Toolkit (VTK)

PyVista Deployment Build Status Metrics Citation License Community 3D plotting and mesh analysis through a streamlined interface for the Visualization

PyVista 1.6k Jan 8, 2023
3D plotting and mesh analysis through a streamlined interface for the Visualization Toolkit (VTK)
3D plotting and mesh analysis through a streamlined interface for the Visualization Toolkit (VTK)

PyVista Deployment Build Status Metrics Citation License Community 3D plotting and mesh analysis through a streamlined interface for the Visualization

PyVista 692 Feb 18, 2021
Create Badges with stats of Scratch User, Project and Studio. Use those badges in Github readmes, etc.

Scratch-Stats-Badge Create customized Badges with stats of Scratch User, Studio or Project. Use those badges in Github readmes, etc. Examples Document

Siddhesh Chavan 5 Aug 28, 2022
GitHub Stats Visualizations : Transparent
GitHub Stats Visualizations : Transparent

GitHub Stats Visualizations : Transparent Generate visualizations of GitHub user and repository statistics using GitHub Actions. ⚠️ Disclaimer The pro

YuanYap 7 Apr 5, 2022
view cool stats related to your discord account.
view cool stats related to your discord account.

DiscoStats cool statistics generated using your discord data. How? DiscoStats is not a service that breaks the Discord Terms of Service or Community G

ibrahim hisham 5 Jun 2, 2022
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

    Source code(tar.gz)
    Source code(zip)
Owner
GitHub Repository
Area-weighted venn-diagrams for Python/matplotlib

Venn diagram plotting routines for Python/Matplotlib Routines for plotting area-weighted two- and three-circle venn diagrams. Installation The simples

Konstantin Tretyakov 400 Dec 31, 2022
Generate the report for OCULTest.

Sample report generated in this function Usage example from utils.gen_report import generate_report if __name__ == '__main__': # def generate_rep

Philip Guo 1 Mar 10, 2022
Simple Python interface for Graphviz

Simple Python interface for Graphviz

Sebastian Bank 1.3k Dec 26, 2022
PolytopeSampler is a Matlab implementation of constrained Riemannian Hamiltonian Monte Carlo for sampling from high dimensional disributions on polytopes

PolytopeSampler PolytopeSampler is a Matlab implementation of constrained Riemannian Hamiltonian Monte Carlo for sampling from high dimensional disrib

9 Sep 26, 2022
Script to create an animated data visualisation for categorical timeseries data - GIF choropleth map with annotations.

choropleth_ldn Simple script to create a chloropleth map of London with categorical timeseries data. The script in main.py creates a gif of the most f

1 Oct 07, 2021
This is Pygrr PolyArt, a program used for drawing custom Polygon models for your Pygrr project!

This is Pygrr PolyArt, a program used for drawing custom Polygon models for your Pygrr project!

Isaac 4 Dec 14, 2021
python partial dependence plot toolbox

PDPbox python partial dependence plot toolbox Motivation This repository is inspired by ICEbox. The goal is to visualize the impact of certain feature

Li Jiangchun 723 Jan 07, 2023
Displaying plot of death rates from past years in Poland. Data source from these years is in readme

Average-Death-Rate Displaying plot of death rates from past years in Poland The goal collect the data from a CSV file count the ADR (Average Death Rat

Oliwier Szymański 0 Sep 12, 2021
Python histogram library - histograms as updateable, fully semantic objects with visualization tools. [P]ython [HYST]ograms.

physt P(i/y)thon h(i/y)stograms. Inspired (and based on) numpy.histogram, but designed for humans(TM) on steroids(TM). The goal is to unify different

Jan Pipek 120 Dec 08, 2022
Focus on Algorithm Design, Not on Data Wrangling

The dataTap Python library is the primary interface for using dataTap's rich data management tools. Create datasets, stream annotations, and analyze model performance all with one library.

Zensors 37 Nov 25, 2022
A Scheil-Gulliver simulation tool using pycalphad.

scheil A Scheil-Gulliver simulation tool using pycalphad. import matplotlib.pyplot as plt from pycalphad import Database, variables as v from scheil i

pycalphad 6 Dec 10, 2021
A Python toolbox for gaining geometric insights into high-dimensional data

"To deal with hyper-planes in a 14 dimensional space, visualize a 3D space and say 'fourteen' very loudly. Everyone does it." - Geoff Hinton Overview

Contextual Dynamics Laboratory 1.8k Dec 29, 2022
Simple and lightweight Spotify Overlay written in Python.

Simple Spotify Overlay This is a simple yet powerful Spotify Overlay. About I have been looking for something like this ever since I got Spotify. I th

27 Sep 03, 2022
Draw datasets from within Jupyter.

drawdata This small python app allows you to draw a dataset in a jupyter notebook. This should be very useful when teaching machine learning algorithm

vincent d warmerdam 505 Nov 27, 2022
Calendar heatmaps from Pandas time series data

Note: See MarvinT/calmap for the maintained version of the project. That is also the version that gets published to PyPI and it has received several f

Martijn Vermaat 195 Dec 22, 2022
📊📈 Serves up Pandas dataframes via the Django REST Framework for use in client-side (i.e. d3.js) visualizations and offline analysis (e.g. Excel)

📊📈 Serves up Pandas dataframes via the Django REST Framework for use in client-side (i.e. d3.js) visualizations and offline analysis (e.g. Excel)

wq framework 1.2k Jan 01, 2023
A declarative (epi)genomics visualization library for Python

gos is a declarative (epi)genomics visualization library for Python. It is built on top of the Gosling JSON specification, providing a simplified interface for authoring interactive genomic visualiza

Gosling 107 Dec 14, 2022
A python visualization of the A* path finding algorithm

A python visualization of the A* path finding algorithm. It allows you to pick your start, end location and make obstacles and then view the process of finding the shortest path. You can also choose

Kimeon 4 Aug 02, 2022
Multi-class confusion matrix library in Python

Table of contents Overview Installation Usage Document Try PyCM in Your Browser Issues & Bug Reports Todo Outputs Dependencies Contribution References

Sepand Haghighi 1.3k Dec 31, 2022
Voilà, install macOS on ANY Computer! This is really and magic easiest way!

OSX-PROXMOX - Run macOS on ANY Computer - AMD & Intel Install Proxmox VE v7.02 - Next, Next & Finish (NNF). Open Proxmox Web Console - Datacenter N

Gabriel Luchina 654 Jan 09, 2023