Resources

Resources

See also https://yyiki.org/wiki/Data%20visualization/

General visualization resources

• https://github.com/cxli233/FriendsDontLetFriends

Datasets

• Awesome public datasets
• Kaggle datasets
• FiveThirtyEight Datasets
• Google BigQuery Public Datasets
• https://www.data.gov/
• Quora: Where can I find large datasets open to the public?
• AWS Public Data Sets
• r/datasets
• "Data is plural" newsletter and archive

D3.js or Vega

• https://observablehq.com/@observablehq/user-manual - Observable is probably THE BEST platform to create web-based interactive visualizations. Either you use D3 or Vega, start from the ObservableHQ.

Vega, Vega-lite, Altair

• https://github.com/uwdata/visualization-curriculum

D3

• http://d3js.org
• Learn D3: Introduction
• https://observablehq.com/@d3/gallery
• Introduction to SVG and D3.js by Shirley Wu

Python stack

Jupyter notebook

• http://jupyter.org
• http://yyahnwiki.appspot.com/Jupyter/notebook
• Wonderful notebooks by Peter Norvig
• A gallery of interesting Notebooks - a ton of examples!
  • The best IPython and Jupyter Notebooks

numpy

• http://www.numpy.org/
• numpy tutorial

Pandas

• http://pandas.pydata.org/
• Pandas tutorial

Matplotlib

• http://matplotlib.org/
• A great matplotlib tutorial, part of the fantastic Lectures on Scientific Computing with Python by J.R. Johansson

Seaborn

• http://stanford.edu/~mwaskom/software/seaborn/

Bokeh

• http://bokeh.pydata.org/en/latest/

People, Media, Forums, Blogs, and creators about Visualization

• People

  • Jeffrey Heer: Homepage | Twitter
  • Mike Bostock: https://bost.ocks.org/mike/
  • Jake Vanderplas: http://vanderplas.com
  • Jason Davies: https://www.jasondavies.com
  • Tamara Munzner: homepage | Twitter | IAmA

• Media

  • http://fivethirtyeight.com
    • Data and code behind the stories and interactives at FiveThirtyEight
  • NYT: Upshot
    • The Upshot Is One Year Old Today. Here Are the Stories You Clicked the Most

• Forum

  • r/visualization
  • r/DataIsBeautiful
  • r/infographic
  • r/dataviz
  • r/datsets
  • Q & A at Edward Tufte's website

• Podcast

  • Data stories

• Blogs

  • http://flowingdata.com
  • http://www.informationisbeautiful.net
  • http://infosthetics.com
  • http://junkcharts.typepad.com
  • https://eagereyes.org
  • http://chartporn.org

• Twitter

  • Search for #dataviz or similar keywords
  • https://twitter.com/DataIsBeautiful (r/DataIsBeautiful)
  • https://twitter.com/flowingdata
  • https://twitter.com/mbostock
  • https://twitter.com/kimay
  • https://twitter.com/blprnt
  • https://twitter.com/wattenberg
  • https://twitter.com/amandacox
  • https://twitter.com/mslima
  • https://twitter.com/UpshotNYT
  • https://twitter.com/benbendc
  • https://twitter.com/IsabelMeirelles
  • https://twitter.com/JanWillemTulp
  • https://twitter.com/puddingviz

• YouTube

  • 3Blue1Brown: A YouTube channel with amazing math visualizations and animations.