awesome-dataviz
by hal9ai
A curated list of awesome data visualization libraries and resources.
AI summary
Data visualization toolkit
A curated collection of data visualization tools and libraries
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What's in the list
158 links in 24 sections, with live GitHub stats.activeno commit in 2y
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
- TechanJS
Stock and financial charts
TOAST UI Chart
Complete library with support for legacy browsers
Vizzu
Library for animated data visualizations and data stories
JavaScript tools / 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 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
JavaScript tools / 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
JavaScript tools / d3
Awesome D3
See
JavaScript tools / React
BizCharts
Data visualization library based on 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,
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
React Native / 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 , 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
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 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
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
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
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
Resources / Catalogs
- The Data Visualization Catalogue
A collection of data visualization methods, with pros and cons
- Interactive Chart Chooser
by Depict Data Studio
Resources / Catalogs / Wikipedia
Resources / Podcasts
Resources / Twitter accounts
Resources / 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
- Junk Charts
Kaiser Fung takes apart why certain datavizes work/don't work
- Makeover Monday
blog - on twitter
- The Open News
blog - Open news has some good dataviz related articles from time to time
- vis4.net
Random thoughts on visualization and data journalism by Gregor Aisch
Contributors
- fabiosouto.me
Fabio Souto originally createad this repo, connect with Fabio at
- Javier Luraschi
is the current maintainer, he builds predictive visualizations at
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