Courses & TutorialsProgramming
Awesome Data Visualization – Massive Collection of Resources
Contents
JavaScript tools
Charting libraries
- ApexCharts – Modern & Interactive SVG Charts.
- Chart.js – Charts with the canvas tag.
- Chartist.js – Responsive charts with great browser compatibility.
- dc.js is an multi-Dimensional charting built to work natively with crossfilter.
- Dimple – An object-oriented API for business analytics.
- Dygraphs – Interactive line charts library that works with huge datasets.
- Echarts – Highly customizable and interactive charts ready for big datasets. React wrapper
- Epoch – Perfect to create real-time charts.
- MetricsGraphics.js – Optimized for time-series data.
- NVD3 – A reusable charting library written in d3.js.
- Plotly.js – Powerful declarative library with support for 20 chart types.
- TechanJS – Stock and financial charts.
- TOAST UI Chart – Complete library with support for legacy browsers.
Charting libraries for graphs
- Cola.js – A tool to create diagrams using constraint-based optimization techniques. Works with d3 and svg.js.
- Cytoscape.js – JavaScript library for graph drawing maintained by Cytoscape core developers.
- Sigma.js – JavaScript library dedicated to graph drawing.
- VivaGraph – Graph drawing library for JavaScript.
Maps
- CARTO – CARTO is an open source tool that allows for the storage and visualization of geospatial data on the web.
- Cesium – WebGL 3D globes and maps.
- Deck.gl – WebGL framework for visual exploratory data analysis of large datasets.
- DataMaps – Interactive SVG maps using D3.js.
- Leaflet – JavaScript library for mobile-friendly interactive maps.
- Mapael – jQuery plugin based on raphael.js to display vector maps.
d3
- See Awesome D3
React
- BizCharts – Alibaba data visualization library based on G2 and React. English docs
- React-vis – React components to build data visualizations.
- Recharts – Declarative react components to render D3 charts.
- Victory – Composable components for building interactive data visualizations
- nivo – Supercharged dataviz components for React with isomorphic ability, demo.
- React Svg Textures – Textures.js ported to React. Fully isomorphic.
- DevExtreme React Chart – High-performance plugin-based React chart for Bootstrap and Material Design.
Misc
- Piecon – Pie charts in your favicon.
- Textures.js – A library to create SVG patterns.
- Timeline.js – Create interactive timelines.
- Vega – Vega is a visualization grammar, a declarative format for creating, saving, and sharing interactive visualization designs.
- Vis.js – A dynamic visualization library including timeline, networks and graphs (2D and 3D).
Android tools
- DecoView – Animated circular wheel chart library.
- MPAndroidChart – A powerful & easy to use chart library.
- WilliamChart – Simple chart library.
Excel tools
- Best Excel Maps – Choropleth maps for Microsoft Excel.
C++ tools
- LargeVis – implementation of the LargeVis paper, used to visualize large-scale and high-dimensional data.
- PlotJuggler – open-source Qt5 application to plot charts (based on Qwt).
- Visualization Toolkit (VTK) – open-source library for 3d Graphics, image processing and visualization.
Golang tools
- svgo – Go Language Library for SVG generation.
iOS tools
- BEMSimpleLineGraph – Highly customizable and interactive line graphs.
- Charts – iOS port of MPAndroidChart. You can create charts for both platforms with very similar code.
- JBChartView – Charting library for both line and bar graphs.
- PNChart – A simple and beautiful chart lib used in Piner and CoinsMan.
Python tools
- altair – Declarative statistical visualizations, based on Vega-Lite.
- bokeh – Interactive Web Plotting for Python.
- Chartify – Bokeh wrapper that makes it easy for data scientists to create charts.
- diagram – Text mode diagrams using UTF-8 characters
- ggplot – plotting system based on R’s ggplot2.
- glumpy – OpenGL scientific visualizations library.
- holoviews – Complex and declarative visualizations from annotated data.
- mayai – interactive scientific data visualization and 3D plotting in Python.
- matplotlib – 2D plotting library.
- missingno – provides flexible toolset of data-visualization utilities that allows quick visual summary of the completeness of your dataset, based on matplotlib.
- plotly – Interactive web based visualization built on top of plotly.js
- PyQtGraph – Interactive and realtime 2D/3D/Image plotting and science/engineering widgets.
- PyVista – 3D plotting and mesh analysis through a streamlined interface for the Visualization Toolkit (VTK)
- seaborn – A library for making attractive and informative statistical graphics.
- toyplot – The kid-sized plotting toolkit for Python with grownup-sized goals.
- three.py – Easy to use 3D library based on PyOpenGL. Inspired by Three.js.
- veusz – Python multiplatform GUI plotting tool and graphing library
- VisPy – High-performance scientific visualization based on OpenGL.
- vtk – 3D computer graphics, image processing, and visualization that includes a Python interface.
R tools
- ggplot2 – A plotting system based on the grammar of graphics.
- ggvis – A data visualization package with a syntax similar to ggplot2 which allows you to create rich interactive graphics.
- lattice – trellis graphics for R
- plotly – Interactive charts (including adding interactivity to ggplot2 output), cartograms and simple network diagrams
- rbokeh – R Interface to Bokeh.
- rgl – 3D Visualization Using OpenGL
- shiny – Framework for creating interactive applications/visualisations
- visNetwork – Interactive network visualisations
Ruby tools
- Chartkick – Create charts with one line of Ruby.
Markup-based tools
- mermaidjs – A simple markdown-like script language for generating charts from text via javascript
- viz-js.com – A hack to put Graphviz on the web
- wavedrom.com – Draws your Timing Diagram or Waveform from simple textual description
Other tools
Tools that are not tied to a particular platform or language.
- Charted – A charting tool that produces automatic, shareable charts from any data file.
- Circos – Visualizes data in a circular layout, ideal for exploring relationships between objects or positions. Mirror on github.
- Gephi – An open-source platform for visualizing and manipulating large graphs
- Kepler.gl – Geospatial analysis tool for large-scale data sets.
- Lightning – A data-visualization server providing API-based access to reproducible, web-based, interactive visualizations.
- RAW – Create web visualizations from CSV or Excel files.
- Spark – Sparklines for the shell. It have several implementations in different languages.
Resources
Books
- Design for Information by Isabel Meirelles.
- The Best American Infographics 2014 by Gareth Cook.
- The Visual Display of Quantitative Information by Edward Tufte.
- The Wall Street Journal Guide to Information Graphics by Dona M. Wong
- Visualization Analysis and Design by Tamara Munzner.
- Interactive Data Visualization for the Web by Scott Murray. Available to read online. Focused on D3.
- Data Visualization Toolkit by Barrett Austin Clark. Uses D3, Ruby on Rails, Postgres, PostGIS, & Leaflet.
Podcasts
Twitter accounts
- Alberto Cairo
- Benjamin Wiederkehr
- Mara Averick
- Martin Wattenberg
- Mike Bostock
- Nadieh Bremer
- NYT Graphics
- Visualizing
Websites
- Ann K. Emery‘s blog
- Data Visualization Society – The Data Visualization Society is an organization dedicated to fostering community for data visualization professionals.
- eagereyes
- EvergreenData
- FlowingData
- Gnuplotting – Gnuplot tutorials
- Information is Beautiful
- Junk Charts – Kaiser Fung takes apart why certain datavizes work/don’t work
- Lisa Rost thinks and discusses about why we dataviz
- Makeover Monday blog – #MakeoverMonday on twitter
- The Data Visualization Catalogue – A collection of data visualization methods, with pros and cons.
- the functional art
- The Open News blog – Open news has some good dataviz related articles from time to time
- The Pudding
- Truth & Beauty Operations
- University of Washington Interactive Data Lab Papers
- vis4.net – Random thoughts on visualization and data journalism by Gregor Aisch
- Visual Complexity – A site about the visualization of complex networks.