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
plotly scatterplots which show molecule images on hover!

molplotly Plotly scatterplots which show molecule images on hovering over the datapoints! Required packages: pandas rdkit jupyter_dash ➡️ See example.

150 Dec 28, 2022
Sparkling Pandas

SparklingPandas SparklingPandas aims to make it easy to use the distributed computing power of PySpark to scale your data analysis with Pandas. Sparkl

366 Oct 27, 2022
Lightweight data validation and adaptation Python library.

Valideer Lightweight data validation and adaptation library for Python. At a Glance: Supports both validation (check if a value is valid) and adaptati

Podio 258 Nov 22, 2022
Manim is an animation engine for explanatory math videos.

A community-maintained Python framework for creating mathematical animations.

12.4k Dec 30, 2022
Implementation of SOMs (Self-Organizing Maps) with neighborhood-based map topologies.

py-self-organizing-maps Simple implementation of self-organizing maps (SOMs) A SOM is an unsupervised method for learning a mapping from a discrete ne

Jonas Grebe 6 Nov 22, 2022
A Python function that makes flower plots.

Flower plot A Python 3.9+ function that makes flower plots. Installation This package requires at least Python 3.9. pip install

Thomas Roder 4 Jun 12, 2022
a python function to plot a geopandas dataframe

Pretty GeoDataFrame A minimum python function (~60 lines) to draw pretty geodataframe. Based on matplotlib, shapely, descartes. Installation just use

haoming 27 Dec 05, 2022
2D maze path solver visualizer implemented with python

2D maze path solver visualizer implemented with python

SS 14 Dec 21, 2022
Tidy data structures, summaries, and visualisations for missing data

naniar naniar provides principled, tidy ways to summarise, visualise, and manipulate missing data with minimal deviations from the workflows in ggplot

Nicholas Tierney 611 Dec 22, 2022
A command line tool for visualizing CSV/spreadsheet-like data

PerfPlotter Read data from CSV files using pandas and generate interactive plots using bokeh, which can then be embedded into HTML pages and served by

Gino Mempin 0 Jun 25, 2022
Automatically Visualize any dataset, any size with a single line of code. Created by Ram Seshadri. Collaborators Welcome. Permission Granted upon Request.

AutoViz Automatically Visualize any dataset, any size with a single line of code. AutoViz performs automatic visualization of any dataset with one lin

AutoViz and Auto_ViML 1k Jan 02, 2023
GitHubPoster - Make everything a GitHub svg poster

GitHubPoster Make everything a GitHub svg poster 支持 Strava 开心词场 扇贝 Nintendo Switch GPX 多邻国 Issue

yihong 1.3k Jan 02, 2023
Schema validation just got Pythonic

Schema validation just got Pythonic schema is a library for validating Python data structures, such as those obtained from config-files, forms, extern

Vladimir Keleshev 2.7k Jan 06, 2023
Python toolkit for defining+simulating+visualizing+analyzing attractors, dynamical systems, iterated function systems, roulette curves, and more

Attractors A small module that provides functions and classes for very efficient simulation and rendering of iterated function systems; dynamical syst

1 Aug 04, 2021
nvitop, an interactive NVIDIA-GPU process viewer, the one-stop solution for GPU process management

An interactive NVIDIA-GPU process viewer, the one-stop solution for GPU process management.

Xuehai Pan 1.3k Jan 02, 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
Streamlit dashboard examples - Twitter cashtags, StockTwits, WSB, Charts, SQL Pattern Scanner

streamlit-dashboards Streamlit dashboard examples - Twitter cashtags, StockTwits, WSB, Charts, SQL Pattern Scanner Tutorial Video https://ww

122 Dec 21, 2022
BGraph is a tool designed to generate dependencies graphs from Android.bp soong files.

BGraph BGraph is a tool designed to generate dependencies graphs from Android.bp soong files. Overview BGraph (for Build-Graphs) is a project aimed at

Quarkslab 10 Dec 19, 2022
Package managers visualization

Software Galaxies This repository combines visualizations of major software package managers. All visualizations are available here: http://anvaka.git

Andrei Kashcha 1.4k Dec 22, 2022
Bar Chart of the number of Senators from each party who are up for election in the next three General Elections

Congress-Analysis Bar Chart of the number of Senators from each party who are up for election in the next three General Elections This bar chart shows

11 Oct 26, 2021