Giter VIP home page Giter VIP logo

r_tutorial_clust's Introduction

NOTES on CLUSTER ANALYSIS

CHANGE LATER ...

I am not sharing the raw data for this project since I used data from my own Fitbit archive. However, if you have a Fitbit and want to reproduce similar visuals with your own data, I've got you!

Here's what you need to do to apply this to your own data:

  1. export your fitbit archive and download it -- follow steps here
  2. find the sleep files (they should be named user-site-export/sleep-yyy-mm-dd.json) and rename them the start of the notebook to match where you've stored your archive

You can then make the following visuals with the make_graphs.Rmd code: (1) histogram of hours asleep per day, (2) nightingale plot with bed times and wake-up times, (3) raster plot of sleep by day and time, (4) animated gif of sleep over hours in the day (each dot is a day)

On the code:

  • make_graphs.Rmd is the R notebook that generates all the contents of graphs
  • make_graphs.nb.html is the rendered notebook

Here's the link to the notebook on RPubs.

r_tutorial_clust's People

Contributors

lulliter avatar

Watchers

James Cloos avatar  avatar

Recommend Projects

  • React photo React

    A declarative, efficient, and flexible JavaScript library for building user interfaces.

  • Vue.js photo Vue.js

    ๐Ÿ–– Vue.js is a progressive, incrementally-adoptable JavaScript framework for building UI on the web.

  • Typescript photo Typescript

    TypeScript is a superset of JavaScript that compiles to clean JavaScript output.

  • TensorFlow photo TensorFlow

    An Open Source Machine Learning Framework for Everyone

  • Django photo Django

    The Web framework for perfectionists with deadlines.

  • D3 photo D3

    Bring data to life with SVG, Canvas and HTML. ๐Ÿ“Š๐Ÿ“ˆ๐ŸŽ‰

Recommend Topics

  • javascript

    JavaScript (JS) is a lightweight interpreted programming language with first-class functions.

  • web

    Some thing interesting about web. New door for the world.

  • server

    A server is a program made to process requests and deliver data to clients.

  • Machine learning

    Machine learning is a way of modeling and interpreting data that allows a piece of software to respond intelligently.

  • Game

    Some thing interesting about game, make everyone happy.

Recommend Org

  • Facebook photo Facebook

    We are working to build community through open source technology. NB: members must have two-factor auth.

  • Microsoft photo Microsoft

    Open source projects and samples from Microsoft.

  • Google photo Google

    Google โค๏ธ Open Source for everyone.

  • D3 photo D3

    Data-Driven Documents codes.