DataViz

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Stats and probability

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  1. Exploring Histograms
  2. Visual intro to Prob and Stats
  3. Correlation and R-Squared
  4. Basic Probability Distributions
  5. Explained Visually

Visualizing Uncertainty

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  1. Hypothetical Outcome Plots: Experiencing the Uncertain
  2. References for visualising uncertainty
  3. A review of Uncertainty in DV

R

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  1. Tidyverse
  2. dplyr docs
  3. ggplot2 docs
  4. readr docs
  5. Shiny (for R)
  6. ggplot2-exts.org

Color palettes for DataViz

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  1. d3-cam02
  2. d3-jnd
  3. Colorgorical
  4. ColorBrewer: Color Advice for Maps
  5. iWantHue

Viz Tools

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  1. Vega-Lite: A High-Level Visualization Grammar
  2. d3 v4 API
  3. Quadrigram
  4. Plotly
  5. NVD3

Mapping libraries

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  1. CartoDB
  2. Mapbox

Leaflet

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  1. Leaflet — an open-source JavaScript library for interactive maps
  2. Leaflet for R
  3. Leaflet Themes

JS Data Manipulation Libs

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  1. LivelyKernel/lively.lang
  2. Ramda.js
  3. lodash
  4. d3 v4 API
  5. Crossfilter
  6. Easy Creation of HTML with JavaScript’s Template Strings

Data Manipulation Guide

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  1. JS Data Manipulation guide
  2. ramda cookbook
  3. Functional JS w/Ramda
  4. Lodash Cookbook

JS Dev

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  1. Build with React JS
  2. Webpack CLI
  3. create-react-app CLI
  4. React cookbook
  5. React.js: Getting Started
  6. Surge – Free web publishing

CSS

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  1. BEM Naming Methodology
  2. Flexbox Guide
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