hal9ai/awesome-dataviz

Awesome Dataviz

A curated list of awesome open-source data visualizations frameworks, libraries and software. Inspired by awesome-python and originally created by fasouto.

Contents

• Awesome dataviz
  • JavaScript tools
    • Charting libraries
    • Charting libraries for graphs
    • Maps
    • d3
    • React
    • Misc
  • Android tools
  • C++ tools
  • Golang tools
  • iOS tools
  • Python tools
  • R tools
  • Ruby tools
  • Markup-based tools
  • Other tools
• Resources
  • Books
  • Catalogs
  • Podcasts
  • Twitter accounts
  • Websites
• Contributing
• License

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.
• Dygraphs - Interactive line charts library that works with huge datasets.
• Echarts - Highly customizable and interactive charts ready for big datasets.
• Epoch - Perfect to create real-time charts.
• Google Charts - Interactive charts for browsers and mobile devices.
• G2 - an interactive and responsive charting library based on the grammar of graphics, maintained by Alibaba
• GraphicsJS - Lightweight JS graphics library with intuitive API, based on SVG/VML.
• lit-line - SVG Line Chart Web Component - light, fast, interactive & fully responsive.
• 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.
• React wrapper
• TechanJS - Stock and financial charts.
• TOAST UI Chart - Complete library with support for legacy browsers.
• Vizzu - Library for animated data visualizations and data stories.

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.
• G6 - Graph visualization library powered by Javascript & Typescript, maintained by Alibaba
• diagram.js - Javascript diagram library serving as the basis for camunda's online BPMN modeler.
• Uber React Digraph - React.js based directed graph library maintained by UBER.

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.
• L7 - Large-scale WebGL-powered Geospatial Data Visualization analysis framework, maintained by Alibaba
• L7 Plot - Geospatial Visualization Chart Library, maintained by Alibaba
• DataMaps - Interactive SVG maps using D3.js.
• Dipper - Map application development framework powered by L7, maintained by Alibaba.
• 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 - Data visualization library based on G2 and React
• Graphin - Graph visualization library powered by React & Typescript (built on top of G6, maintained by Alibaba.
• 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.

React Native

• F2 - An elegant, interactive and flexible charting library for mobile, maintained by Alibaba

Misc

• Graphology - A robust & multipurpose Graph object for javascript & TypeScript; Serves as a base library to power other graph visualization libraries.
• 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.
• Vega-Lite - is a high-level grammar of interactive graphics. It provides a concise JSON syntax for rapidly generating visualizations to support analysis.
• 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.

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.
• plot - API for building and drawing plots in Go.
• go-echars - Simple yet powerful data visualizing library for Go.

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.

Machine Learning tools

• TensorWatch - Debugging and visualization tool for data science and machine learning

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.
• ipychart - The power of Chart.js in Jupyter Notebook.
• 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
• pptk - Visualize and work with 2D/3D pointclouds
• 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.
• pandas-profiling - generates statistical analytic reports with visualization for quick data analysis.
• pyechars - Python binding for Echarts library.

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
• 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.
• Gephi - An open-source platform for visualizing and manipulating large graphs
• Kepler.gl - Geospatial analysis tool for large-scale data sets.
• Mermaid - A tool used to generate diagrams and flowcharts from text in a similar manner as markdown.
• RAW - Create web visualizations from CSV or Excel files.
• Spark - Sparklines for the shell. It have several implementations in different languages.
• Visual-Insights - Automatic insights extraction and visualization specification in data analysis.
• X6 - diagram creation library for rapid construction of DAG diagrams, ER diagrams, flowcharts and other applications, maintained by Alibaba
• Graphviz - Open source graph visualization command line tool and library. From input text to SVG,PDF,interactive web graph browser.

Resources

Books

• Design for Information by Isabel Meirelles.
• The Best American Infographics 2014 by Gareth Cook.
• The Grammar of Graphics by Leland Wilkinson. Basic visualization theory.
• 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.
• Data Visualisation: A Handbook for Data Driven Design by Andy Kirk

Catalogs

• The Data Visualization Catalogue - A collection of data visualization methods, with pros and cons.
• Data Viz Project
• The R Graph Gallery
• From data to Viz
• Chartopedia
• Interactive Chart Chooser by Depict Data Studio
• Wikipedia
  • Data visualization techniques
  • List of graphical methods
  • Types of diagrams
  • Types of plots
  • Types of charts

Podcasts

• Data Stories
• DataFramed
• Data Viz Today

Twitter accounts

• Alberto Cairo
• Andrei Kashcha
• Benjamin Wiederkehr
• Jan Žák
• Mara Averick
• Martin Wattenberg
• Mike Bostock
• Nadieh Bremer
• NYT Graphics
• Visualizing

Websites

• Data For Visualization blog - Storytelling with data from the software developer's eye
• 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
• 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 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

Contributing

• Please check for duplicates first.
• Keep descriptions short, simple and unbiased.
• Please make an individual commit for each suggestion
• Add a new category if needed.

Thanks for your suggestions!

Contributors

• Fabio Souto originally createad this repo, connect with Fabio at fabiosouto.me.
• Javier Luraschi is the current maintainer, he builds predictive visualizations at Hal9.

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If you have any question about this opinionated list, do not hesitate to contact me @javierluraschi on Twitter or open a GitHub issue.