TagsArticle Source
- Title: 39 Data Visualization Tools for Big Data
- Authors: Andy Lurie
Useful References
- Title: A Complete Overview of the Best Data Visualization Tools
- Authors: Cameron Chapman
39 Data Visualization Tools for Big Data
Big Data is more valuable when visualized and analyzed
Data visualizations are everywhere today. From creating a visual representation of data points to impress potential investors, report on progress, or even visualize concepts for customer segments, data visualizations are a valuable tool in a variety of settings. When it comes to big data, weak tools with basic features don’t cut it. The following 39 tools (listed in no particular order) are some of the best, most comprehensive, sophisticated-yet-flexible visualization tools available — and all are capable of handling big data.
Many of these tools are Open-Source, free applications that can be used in conjunction with one another or with your existing design applications, using JavaScript, JSON, SVG, Python, HTML5 or drag-and-drop functionality with no programming required at all. Others are comprehensive business intelligence platforms capable of sophisticated data analysis and reporting, complete with a multitude of ways to visualize your data. Whether you need to analyze data and determine the best ways to present it to clients or partners, or you have a visual layout in mind and need a tool to bring your concept to life — there’s a tool on this list to serve your needs.
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1. Polymaps
Need to display complex data sets over maps? Polymaps is a free
JavaScript library and a joint project from SimpleGeo and Stamen. This
complex map overlay tool can load data at a range of scales, offering
multi-zoom functionality at levels ranging from country all the way down
to street view.
Key Features:
- Uses Scalable Vector Graphics (SVG)
- Show data at country, state, city, neighborhood and street views
- Basic CSS rules control design
- Imagery in spherical mercator tile format
Cost: FREE
2. NodeBox
**
**
A family of open-source tools developed by the Experimental Media
Research Group, NodeBox offers capabilities ranging from a
cross-platform graphics library to a Mac app that creates 2D visuals
coded with Python.
Key Features:
- Integrates with standard design applications
- Cross-platform, node-based GUI
- NodeBox1 – Mac app for Python-coded, 2D visuals
- Import data in a variety of formats, including Excel
- Animation-capable
- Build generative designs with minimal programming skills
Cost: FREE
3. Flot
A JavaScript plotting library for jQuery, Flot is a browser-based
application compatible with most common browsers — including Internet
Explorer, Chrome, Firefox, Safari and Opera. Flot supports a variety of
visualization options for data points, interactive charts, stacked
charts, panning and zooming, and other capabilities through a variety of
plugins for specific functionality.
Key Features:
- Supports lines, plots, filled areas in any combination
- Use combinations of display elements in the same data series
- Plot categories and textual data
- Add HTML with standard DOM manipulation
- Produce interactive visualizations with a toggling series
- Direct canvas access for drawing custom shapes
Cost: FREE
4. Processing
Processing was originally created as a means to teach computer
fundamentals in a visual context, but is now used by students,
designers, researchers, artists and hobbyists to create learning
modules, prototypes and for actual production. Users can create simple
or complex images, animations, and interactions.
Key Features:
- 2D, 3D and PDF output
- Interactive programs
- Open GL integration
- More than 100 libraries for add-on functionality
- Create interactions, textures, motion and animation
Cost: FREE
The sister site of Processing, Processing.js is the tool you need to
transition your complex data visualizations, graphics, charts and other
visuals to a viable web format without any extensions or plugins. That
means you can write code using the standard Processing language and
insert it into your website, while Processing.js makes it functional
without additional coding requirements.
Key Features:
- Allows Processing code to be run by any HTML5 browser
- Integrate animated and interactive visualizations into any web page
- No major additional coding necessary
Cost: FREE
6.Tangle
**
**
Tangle is a JavaScript library and tool that takes visualizations
beyond the visual, allowing designers and developers to create reactive
programs that provide a deeper understanding of data relationships. For
example, a web-based conversion calculator that converts currency or
measurements.
Key Features:
- Allow readers to change parameters
- Based on defining variables, formats and classes
- Create charts, graphs and other data visualizations using Tangle classes
- Capable of creating dynamic displays
- Create controls and views using multiple variables simultaneously
Cost: FREE
7. D3.js
A JavaScript library for creating data visualizations with an emphasis
on web standards. Using HTML, SVG and CSS, bring documents to life with
a data-driven approach to DOM manipulation — all with the full
capabilities of modern browsers and no constraints of proprietary
frameworks.
Key Features:
- Bind arbitrary data to DOM
- Create interactive SVG bar charts
- Generate HTML tables from data sets
- Variety of components and plugins to enhance capabilities
- Built-in reusable components for ease of coding
Cost: FREE
8. FF Chartwell
**FF Chartwell transitions simple strings of numbers into editable data
visualizations for further customization using OpenType features. It’s
an extension that can be used with a standard design suite, such as
Adobe Creative Suite, to simplify the process of designing charts and
graphs. **
Key Features:
- Use simple data strings to generate charts and graphs
- Useful for creating components of a larger infographic
- No-code functionality saves time
- Integrates with design applications
- Multiple types of visualizations
Cost:
- All 7 weights – $129
- Individual weights – $25 each (bars, vertical, lines, pies, radar, rings, rose)
9. Google Maps
Google Maps offers several APIs for developers, such as Google Earth,
Google Maps Images, and Google Places. These tools enable developers to
build interactive visual mapping programs for any application or
website.
Key Features:
- Embed maps into web pages
- Pull data about establishments, places of interest and other locations
- Enable web visitors to utilize Google Earth within the constraints of your site
Cost: Contact for a quote
**
**SAS Visual Analytics is a tool for exploring data sets of all sizes
visually for more comprehensive analytics. With an intuitive platform
and automatic forecasting tools, SAS Visual Analytics allows even
non-technical users to explore the deeper relationships behind data and
uncover hidden opportunities.
Key Features:
- Deploy on-premise or in a public or private cloud
- Drag-and-drop autocharting chooses the best layout for data
- Pop-up boxes identify potentially important correlations
- Scenario analysis enables predictions based on variable changes
- Save views as reports, images or SAS mobile apps
- Create web-based, interactive reports
- Easy integration of action elements for users to manipulate data
Cost:
- Free demo with full features (no ability to save reports between sessions)
- Call for a quote
11. Raphael
A JavaScript library for creating vector graphics on the web, Raphael
uses SVG and VML so that every graphic created is also a DOM object.
Raphael’s goal is to enable vector graphics creation with cross-browser
compatibility.
Key Features:
- Include Raphael.js in a web page for functionality
- Create a variety of charts, graphs and other data visualizations
- Multi-chart capabilities
Cost: FREE
12. Inkscape
Inkscape offers functionality similar to that of more expensive
applications, such as Corel Draw and Illustrator, yet it’s an Open
Source editor for vector graphics. Inkscape supports many advanced SVG
features for ease of use and encourages developer collaboration in a
community environment.
Key Features:
- Handles complex graphic tasks similar to standard software
- Native SVG format
- Create website mockups
- Bitmap import and display capabilities
- Files stored as vector graphics
Cost: FREE
13. Leaflet
An Open-Source JavaScript library, Leaflet is a tool for creating
mobile-friendly, interactive maps. Developed by Vladimir Agafonkin and a
team of contributors, Leaflet was designed with the goals of simplicity,
performance and usability.
Key Features:
- Works on all major desktop and mobile browsers
- Various plugins for extended capabilities
- Incorporate interactive features
- Multiple available map layers
- CSS3 features for streamlined user interaction
- Eliminates tap delay on mobile devices
Cost: FREE
14. Crossfilter
Exploring large multivariate data sets in a browser is made possible by
Crossfilter, a JavaScript library that’s capable of handling data sets
with more than a million records. Crossfilter uses semantic versioning
and creates data visualizations easily using values, objects and other
components and commands for customization. It was actually built to
power analytics for Square Register to enable merchants to manipulate
sales and purchase data.
Key Features:
- Uses semantic versioning
- Explore large multivariate datasets
- Fast incremental filtering and reducing
- Improves performance of live histograms
Cost: FREE
15. OpenLayers
Insert a dynamic map on any web page with OpenLayers. It implements a
JavaScript API for building web-based geographic applications and works
in most modern web browsers with no server-side dependencies. It’s an
open-source software with a new edition in the works, OpenLayers 3,
which incorporates the most recent HTML5 and CSS features and enhance 3D
capabilities.
Key Features:
- Works in most modern web browsers
- No server-side dependencies
- Creates embeddable, dynamic maps
- Functional zoom, geo-location and dozens of other functions
Cost: FREE
16. Kartograph
A Python library and JavaScript library in one, Kartograph caters to
developers who want to create Illustrator-friendly SVG maps and
interactive maps that will work across all major browsers.
Key Features:
- Two libraries: Python and JavaScript
- Kartograph.js creates interactive maps in minutes
- Stand-alone; no server required
- Kartograph.py creates compact SVGs using Visvalingam simplification
- Layer data sets on maps for multi-layer visualization
Cost: FREE
17. Microsoft Excel
Microsoft Excel is widely noted for its data manipulation and analysis
capabilities, but it’s often used to create powerful data
visualizations. The latest edition of Excel is packed with visualization
tools, including recommended charts, quick analysis of the different
ways to display your data, and a multitude of control options to change
the look and layout of your visualizations.
Key Features:
- Perform data analysis and create visualizations in the same program
- Compare various ways to represent your data
- Change tile, layout and other format options
- Excel recommends the best visualization for your data
- Compatible with Microsoft Office products
Cost:
- Stand-alone – $109.99
- Complete Office Home & Professional Suite – $219.99
- Complete Office Professional 2013 Suite – $399.99
18. Modest Maps
A free, extensible library for developers who want to incorporate
interactive maps into their applications, Modest Maps is a collaborative
project by Stamen, Bloom and MapBox.
Key Features:
- Used as the foundation for building mapping tools
- Used with several extensions, such as MapBox.js, HTMAPL, and Easey
- Designed to provide basic controls
Cost: FREE
19. CartoDB
Visualize hundreds to millions of data points with CartoDB, which
allows you to upload data and visualize it within minutes. It also
enables geospatial analysis to explore, refine and obtain insights from
your data.
Key Features:
- Explore data and get insights
- Edit data directly on maps
- Compatible with PostGIS for more powerful analysis
- CartoCSS for advanced styling
- Supports raster and vector data
Cost:
- Newbie Server – Free (up to 5 tables)
- Magellan Plan – $29 per month (up to 10 tables)
- John Snow Plan – $49 per month (up to 20 tables)
- Coronelli Plan – $149 per month (unlimited tables)
20. Google Charts
Google Charts offers a variety of data visualization formats, ranging
from simple scatter plots to hierarchical treemaps. Visualizations are
fully customizable, and you can connect to your data in real time
through dynamic data.
Key Features:
- Take advantage of the same charts Google uses
- Assemble multiple charts into intuitive dashboards
- Cross-browser compatibility
- Cross-platform portability (iOS and Android devices)
- Choose from a variety of charts
Cost: FREE
21. Gephi
Gephi is an Open-Source application that runs on Windows, Linux and Mac
OS. The platform allows users to both visualize and explore data,
including complex analysis of links, social networks, and more for a
greater understanding of data relationships.
Key Features:
- Plugins for greater customization
- Deep data analysis to examine relationships
- Built-in 3D rendering engine
- Real-time visualization
- Dynamic filtering
- Intuitive interface with built-in workflow organization
Cost: FREE
22.Flare
[**
](http://flare.prefuse.org/ “Flare”)
**
An ActionScript library for creating data visualizations that run in
Adobe Flash Player, Flare is an Open-Source application that’s been used
by multiple well-known organizations and publishers to create powerful
visualizations, including Slate, the IBM Visual Communication Lab, and
ABC News.
Key Features:
- Capable of complex, interactive graphics
- Supports data management, visual encoding, animation and interaction
- Variety of visualization formats from timelines to multi-layer graphs illustrating relationships
Cost: FREE
23. Envision.js
Create fast and interactive HTML5 visualizations with Envision.js, a
library capable of displaying real-time data, time series, finance
visualizations, AJAX-driven financial charts and custom visualizations,
including fractals.
Key Features:
- Built-in templates for various charts and graphs
- Incorporate Visualizations, Interactions and Components for customization
- Custom flotr chart types
Cost: FREE
24. Miso
An Open-Source tool in development, Miso incorporates Datasets,
Storyboards and d3.charts for interactive storytelling and data
visualization. Miso is a joint project between The Guardian and Bocoup,
with support from GlobalDevelopment and The Bill and Melinda Gates
Foundation.
Key Features:
- High-quality interactive storytelling
- Data visualization content
- JavaScript client-side data management and transformation library
- Create reusable charts with D3.js
Cost: FREE
25. The R Project
The R Project for Statistical Computing runs on UNIX, Windows and Mac
OS. Designed for statistical computing and graphics, it’s considered a
different implementation of S and contains some native S code that
remains unaltered within R, although there are some significant
differences.
Key Features:
- Data manipulation, calculation and graphical display
- Integrated tools for instant analysis
- Conditions, loops, user-defined recursive functions, and input and output facilties
- Define new functions for increased capabilities
Cost: FREE
[**
](http://www.tableausoftware.com/public/ “Tableau”)
**
Tableau is an easy-to-use tool for creating interactive data
visualizations quickly and embed them on your website. Designed to be
used by developers and non-developers alike, Tableau is used by
bloggers, journalists, researchers, advocates, professors and students.
Key Features:
- Once online, others can download and manipulate visualizations
- Desktop application but completed graphics are stored on a public server
- Store up to 50MB of data (with free plan)
- Drag-and-drop interface; no programming skills required
Cost:
- Public Edition – Free
- Personal Edition – $999
- Professional Edition – $1,999
27. Timeline JS
@knightlab
Build interactive timelines in 40 different languages with Timeline JS,
an Open-Source tool capable of pulling in media from multiple sources.
With built-in support for Twitter, Flickr, Google Maps, YouTube, Vine
and other applications, Timeline JS has a lot of functionality — which
can be extended further by those with JSON capabilities for custom
installations.
Key Features:
- Build timelines using Google Spreadsheet data
- Simply upload a spreadsheet and generate embed code
- Embed audio and video in timelines from 3rd-party apps
- WordPress plugin
- Feed data from a database with JSON
Cost: FREE
28.Quadrigram
Quadrigram allows users to create completely customized visualizations
using their own data and various components from a built-in library of
everything from charts and graphs to quadrification and stacked flow.
Based on a Visual Programming Language (VPL), Quadrigram can pull
multiple data sources to create endless variations of prototypes and
data visualizations.
Key Features:
- Complete library of interactive visualizations
- Build animations, dashboards and more
- Sketch ideas and create rapid prototypes
- Cloud-based computing for quick data processing
- Server-side integration of R and Gephi
- Leverage multiple publicly-available datasets
Cost (prices converted from Euros):
- Academic – $8.09 per month (1 user, 10MB storage)
- Personal – $25.63 per month (1 user, 1GB storage)
- Professional – $79.60 per month (1-2 users, 5GB storage)
- Workgroup – $335.93 per month (1-10 users, 50GB)
- Enterprise – Contact for a quote
29. Prefuse
Prefuse is a data visualization tool that has been used by the IBM
Visual Communication Lab to create visualizations for its Many Eyes
tool. The Prefuse toolkit provides a visualization framework for
JavaScript, while the Prefuse Flare toolkit offers visualization and
automation tools for ActionScript and Adobe Flash Player.
Key Features:
- Data modeling, interaction and visualization
- Optimized data structures for a variety of visual layouts
- Supports animation, dynamic search and database connectivity
- Uses Java 2D graphics library
Cost: FREE
30. Many
Eyes
Many Eyes is an experiment created by IBM Research and the IBM Cognos
Software Group. This tool provides a platform for creating a variety of
visualizations to illustrate data point relationships, compare sets of
values, create line and stack graphs, analyze text or view the various
parts of a whole in a pie chart or treemap.
Key Features:
- Choose from a multitude of ways to display data
- Upload data sets for public use
- Displays data using Java and Flash
- Get feedback through user ratings
- Full control to delete your data sets and visualizations
- Use existing data sets from other users or use your own
Cost: FREE
31. Cytoscape
Visualize complex networks and integrate with any type of attribute
data with Cytoscape. With special features for specific areas of
analysis, such as bioinformatics, semantic web, social network analysis,
Cytoscape is packed with features to create fascinating graphic
representations of data relationships.
Key Features:
- Apps for problem domains
- Advanced analysis and modeling using apps
- Visualize human-curated pathway datasets
- Visualize social networks for interpersonal relationships
- Use in combination with other tools (e.g. R, NetworkX)
Cost: FREE
32. NetworkX
NetworkX is based on the Python programming language, capable of
creating graphs, digraphs and multigraphs based on data sets comprised
of multiple media formats. Python is a multi-platform language for
creating more cross-compatible data visualizations.
Key Features:
- Study the structure, dynamics and functions of complex networks
- Nodes can contain any media type, such as images and XML
- Edges capable of holding arbitrary data, such as weights or a time-series
- Generators for various graph types – classic graphs, random graphs, synthetic networks
Cost: FREE
33. Arbor.js
Arbor is built with web workers and jQuery, creating a data
visualization tool for use with canvas, SVG, or positioned HTML
elements. Arbor is designed to enable developers to create code that
emphasizes the uniqueness of their data sets rather than the physics
required for various layouts.
Key Features:
- Capable of handling real-time color and value tweens
- Force-directed layout album plus abstractions
- Actual screen-drawing is up to the user
Cost: FREE
34. iCharts
iCharts is a web-based application capable of producing compelling data
visualizations for the web. Incorporate charts and graphs into a website
or application or distribute completed visualizations through social
media or the iCharts ChartChannel.
Key Features:
- Brand visualizations with your company logo
- Add tags and descriptions for better discovery
- Enable 3rd-party sites to re-embed visualizations to expand reach
- Enable social sharing
- Create interactive, explorable charts
- Activate custom forms for lead generation
- Analytics reports on chart views, shares and embeds
Cost:
- Basic – Free (public charts only)
- Gold – $25 per month (private charts)
- Platinum – $75 per month (branded charts)
- Enterprise – Contact for a quote (full features)
**35. Databoard
**One of the latest tools from Google, Databoard is a part of Google’s
Think platform, geared to business owners. Explore insights directly
from Google research studies to find data quickly, and create custom
infographics to embed in your website or share on your social networks.
Key Features:
- Explore Google research studies for data
- Instantly generate graphic components
- Build custom graphics by incorporating multiple components
- Focused primarily on mobile data
Cost: FREE
[**
](http://www.q-researchsoftware.com/ “Q Research”)
**
A powerful database for both research and data visualizations, Q
Research Software is a valuable tool for preparing market research
reports complete with targeted accompanying visualizations. Export to
Word, Excel and PowerPoint in graphic format, CSV files, PDFs and choose
from dozens of tools and components for complete customized
visualizations.
Key Features:
- Editable Office graphics
- Multiple chart types (line, bubble, pie, column, etc.)
- Histograms and scatter plots
- Update tables with real-time data
- Create variables, apply filters and perform statistical testing
Cost:
- Standard License – $1,499 per year (all features)
- Transferable License – $4,497 per year (install on multiple computers)
37. Dapresy
Designed for research analysts, Dapresy allows users to build
infographics for slides and dashboards with a drag-and-drop interface
for ease of use. It’s a comprehensive platform that handles the entire
reporting process from data analysis to visually appealing presentation
tools and dashboards.
Key Features:
- Simply import fieldwork, Dapresy handles data processing
- Charts, tables, cross-tabulations comprehensive statistical analysis
- Build dynamic elements for the marketing dashboard
- Pack data from a 200-slide presentation into a few dynamic Dapresy slides
- Idea Box for inspiration
Cost: Contact for a quote
38. Visualize Free
Based on the commercial visualization tool InetSoft, Visualize Free is
a free alternative for sifting through multiple data sets and variants
to identify trends and manipulate data with a few simple clicks.
Key Features:
- Upload your data in Excel or CSV format
- Drag-and-drop components to build visualizations
- Sandboxes for analysis and sales data
- Share publicly or privately
Cost: FREE
39. Jolicharts
**
**Embed charts and graphs into your applications with Jolicharts, which
is compatible with multiple data sources and can handle complexity of
connecting multiple sources. With integrated elastic calculation
capabilities, Jolicharts can handle big data with ease.
Key Features:
- Drag-and-drop interface to create stunning dashboards
- Export dashboards to XLS, PDF or JPG formats
- Filter to securely separate user data
- REST-based API for compatibility with any application
- Cloud-based application keeps your data and visualizations accessible
- HTML5 dashboards for accessing data from any device
Cost (prices converted from Euros):
- Forever Free Plan (5 databases per dashboard, up to 50MB calculation power)
- 2GB – $39.12 per month
- 10GB – $86.34 per month
- 50GB – $295.45 per month
- 250GB – $565.27 per month