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awesome-dataviz

by hal9ai

awesome listpushed over 2 years ago

chart_with_upwards_trend A curated list of awesome data visualization libraries and resources.

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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

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

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

  • 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 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

Resources / Catalogs

Resources / Catalogs / Wikipedia

Resources / Podcasts

Resources / Twitter accounts

Resources / Websites

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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