Gephi is graphing software that provides a way to explore data through visualization and network analysis.
ANNIS is an open source, cross platform (Linux, Mac, Windows), web browser-based search and visualization architecture for complex multi-layer linguistic corpora with diverse types of annotation. ANNIS, which stands for ANNotation of Information Structure, was originally designed to provide access to the data of the SFB 632 - “Information Structure: The Linguistic Means for Structuring Utterances, Sentences and Texts”. It has since then been extended to a large number of projects annotating a variety of phenomena.
MyIndicators (http://myindicators.net/) is a digital, easy-to-use tool allows researchers, educators, students or anyone, to build their own tailored indicators (e.g. goals, strategies, parameters, survey, questions, calories intakes, alcohol consumptions or quantified self in terms of training, mood tracking or sleeping quality etc.)
Mercury Amira is a multifaceted tool that allows for integration, manipulation, and visualisation of large sets of data. Automatic and interactive segmentation tools support processing of 3D image data.
- One platform for visualizing, analyzing and presenting
- Very large data sets are easily accessible with specific readers
- C++ coding wizard for technical extension and customization
TXM is a free and open-source cross-platform Unicode, XML & TEI based text analysis software, supporting Windows, Mac OS X and Linux. It is also available as a J2EE standard compliant portal software (GWT based) for online access with access control built in (see a demo portal: http://portal.textometrie.org/demo).
TagCrowd is a web-based word cloud generator that can accept a URL, text, or an uploaded plain text file. Options are provided to show word frequency, exclude particular words, and more.
A global geographical database that may be used to identify and tag all references to location. The database contains over 8 million entries, each of which possesses a geographic name (in various languages), latitude, longitude, elevation, population, administrative subdivision and postal codes and information on unique features.
ColorBrewer is a web tool for selecting color schemes for thematic maps, most usually for choropleth maps. It includes 35 basic schemes with different numbers of classes for over 250 possible versions. Each scheme has CMYK, RGB, Hex, Lab, and AV3 (HSV) specs for the colors. The software is designed simply to list color specs for a scheme you find useful so you are able to create these colors in the mapping software you are using.
A software application that is used for analysing and visualising multi-volume seismic data.
- Visualization and analysis of 2D and 3D seismic data in a single survey
- 2D and 3D horizon tracking including auto-tracking, plane-by-plane, line and manual tracking
- On-the-fly calculation and visualization of various attributes and filters
- Plug-in architecture
A statistical package that may be used to compare quantified assemblages of broken and incomplete objects, such as ceramics, glass and bones. Pie-Slice uses Estimated Vessel Equivalent (EVE) as a base form of measurement, in which each measurable fraction is scored as a fraction of a complete vessel. It also trials the use of a new statistical transformation - the pseudo-count transformation - which converts EVEs into Pottery Information Equivalents (PIEs). The latter enables assemblages to be compared using techniques such as log-linear and correspondence analyses.
Weave (Web-based Analysis and Visualization Environment) is a visualization platform designed to enable visualization of any available data by anyone for any purpose. Weave is an application development platform supporting multiple levels of user proficiency — novice to advanced — as well as the ability to integrate, disseminate and visualize data at “nested” levels of geography.
Viewshare is a free web application for creating interfaces and visualizations of cultural heritage collections. It can create interactive maps, timelines, facets, tag clouds, histograms, and image galleries. The intended users of Viewshare are individuals managing and creating access to digital collections of cultural heritage materials. Viewshare is offered as a software as a service (SaaS), email firstname.lastname@example.org to request a free account.
SepiaTown is a cultural history project that aims to provide a window to the past by merging photography, geography, and technology, by acting as a forum for institutions and individuals to share and map historical images.
Once they have signed up, users may upload historic images to the site individually or in batches. Each image is given a title, description and keywords, as well as a spatial location represented by a marker on a map.
GapVis is an interface for exploring and reading texts that reference ancient places. It includes maps and data visualizations that show what locations are referred to a different points in the narrative and allows you to dig into the details to learn more.
QGIS is a user-friendly Open Source Geographic Information System (GIS) licensed under the GNU General Public License. QGIS is an official project of the Open Source Geospatial Foundation (OSGeo). It runs on Linux, Unix, Mac OSX, Windows and Android and supports numerous vector, raster, and database formats and functionalities.
GRASS GIS is free and open source software used for geospatial data management and analysis, image processing, graphics/maps production, spatial modeling, and visualization. GRASS is currently used in academic and commercial settings around the world, as well as by many governmental agencies and environmental consulting companies.
The Science of Science (Sci2) Tool is a modular toolset supporting temporal, geospatial, topical, and network analysis and visualization of datasets at the micro (individual), meso (local), and macro (global) levels. Users of the tool can:
- Access science datasets online or load their own
- Perform different types of analysis with the most effective algorithms available
- Use different visualizations to interactively explore and understand specific datasets
- Share datasets and algorithms across scientific boundaries
Easy-to-use web-based software for creating infographics and data visualization, including a platform to share your work and discover works by others.
Visualizes a series of events across both time and space. Allows researcher to create of an interactive timeline and map that are linked together. Users of the timeline can press "play" to watch the timeline scroll forward and the map zoom from place to place as they highlight each event (and the researcher's attached images and text) in turn. Users can also pause the progress of history, move forward or back at their own pace, and zoom in or out of either the map or timeline to examine areas of interest.
Compare to: StoryMap JS, MapStory, Odyssey.js
NewRadial is an interactive visualization environment that uses an adapter system to display and combine content from remotely-served or locally situated databases. Although initially designed for use with image-based databases, NewRadial’s capabilities have been extended to handle the manipulation and annotation, in a visual field, of text-based databases.
Using Google Spreadsheets as the backend database is awesome because it is easy to use, share and collaborate with." -- website
CartoDB is a cloud based mapping, analysis and visualization engine that lets users build spatial applications for both mobile and the web. Users input tabular data and then construct an interactive visualisation through the web interface. It provides automatic georeferencing functionality and provides APIs for mobile data collection and dissemination.
Use is free for up to five tables; after that, there are monthly pricing plans.
Development was funded through EU and Spanish research programmes.
Quadrigram describes itself as a "visual programming environment" for living data. It is a web-based tool for data visualization that allows the user to customize and publish interactive visualizations with a range of data types. Visualization possibilities range from basic charts and graphs (e.g., pie chart, bar graph), to more sophisticated visualizations for exploring complex datasets (e.g., networks, geo-data, zoomable tree map, quadrification, stacked flow).
Text 2 Mind Map is a web-based tool for mind mapping. Very basic interface and functionality. Requires users to structure information in a linear text outline, which it returns as a diagram.
HEURIST is a database management system designed specifically for Humanities data. Any confident researcher can design, create, manage, analyse and publish their own richly-structured database(s) through a simple web interface, without programmers or consultants. Databases can be designed and built incrementally, as existing data are not affected by changes in structure.
Exploratree is a web-based library and editing application for "interactive thinking guides," which are templates useful for mind mapping, brainstorming, planning, and visualization. Originally developed for use in the classroom, to help students refine and focus their ideas, as well as manage plans to further their investigation. Thinking guides can be edited, printed, and downloaded directly from the browser.
yWorks is a powerful set of tools for creating diagrams using any number of frameworks. There are tools for working with HTML, FLEX, AJAX, Silverlight, Java and .NET.
yEd is also available from the yWorks site. This free graph editor can be used to create diagrams manually, or to import data for analysis.
CulturalAnalytics is an R package containing functions for statistical analysis and plotting of image properties, including statistics such as the standard deviation and mean in the RGB and HSV color spaces, image entropy and histograms in greyscale (intensity) and color, and for plotting color clouds and image scatter charts.
Voyeur is a web-based text analysis environment where users can apply a wide variety of tools to any text they import.
Zoho provides a drag-and-drop interface for creating database-driven applications, such as forms.
Mapline (previously Topo.ly) is a free and paid online service for capturing and geocoding spatial data from spreadsheets and creating point, territory and heat maps. It is free for limited use (quite generous) and paid when you need to map significant (we are talking substantial) datasets. It's intuitive, easy to use and produces high quality interactive maps. Free service has only minimal map customization options and does not include the visual analysis that is included with the fee options.
TImeline is an open source framework for visualizing data files and data feeds in a variety of formats via an aesthetically pleasing web display. Timelines are interactive and media rich.
User creates timeline by completing a google sheets template. The Timeline then processes and generates the code for display. Minimal programming knowledge is required.
The MONK workbench provides 525 works of American literature from the 18th and 19th centuries, and 37 plays and 5 works of poetry by William Shakespeare, along with tools to enable literary research through the discovery, exploration, and visualization of patterns.
Users affiliated with CIC (Big Ten) schools can access a larger data set that includes about a thousand works of British literature from the 16th through the 19th century, provided by The Text Creation Partnership (EEBO and ECCO) and ProQuest (Chadwyck-Healey Nineteenth-Century Fiction).
ORBIS is an "interactive scholarly work" that allows a user to determine the cost, time, and distance of various land, sea, and river routes among hundreds of sites in the ancient world, at various times of day and in various seasons. The work can be (and has been) used as a tool to study questions in various fields of study about antiquity, including trade and social interaction.
Scalar is a free, open source authoring and publishing platform that’s designed to make it easy for authors to write long-form, born-digital scholarship online. Scalar enables users to assemble media from multiple sources and juxtapose them with their own writing in a variety of ways, with minimal technical expertise required.
Scalar can also be used to assemble and annotate video content, and combine in with text to create a rich media document
VisualEyes is web-based authoring tool developed at the University of Virginia to weave images, maps, charts, video, and data into highly interactive and compelling dynamic visualizations.
TimeRime is a web-based tool allowing people to create, view, and compare interactive timelines.
Coggle is a web-based tool for non-linear structuring and visualization of information. Easy to create visually appealing diagrams with little to no technical expertise. Supports Markdown and LaTeX formatting (use LaTeX via the \\( \\) or \\[ \\] escape sequences). Users can add images by dragging and dropping them in the browser, view change history for each diagram and revert to previous states, and download their work as PDFs or images. Also enables real-time collaboration with others.
Possible use cases for Coggle may include:
Silk is a platform for sites that contain collections of information. It's like the Tumblr for websites that have structured content–like software reviews, information about designers, a site with UN datasets, and more.
Lexos is an online tool that enables you to "scrub" (clean) your text(s), cut a text(s) into various size chunks, manage chunks and chunk sets, and choose from a suite of analysis tools for investigating those texts. Functionality includes building dendrograms, making graphs of rolling averages of word frequencies or ratios of words or letters, and playing with visualizations of word frequencies including word clouds and bubble visualizations.
bubbl.us is a web-based mind mapping tool, useful for organizing ideas, brainstorming, analyzing relationships, and visualizing data. Simple interface, with basic and easily understood functionality. Free to try without creating an account. Also available as an iOS application for iPad.
Cytoscape is a platform for complex network analysis, visualization, and annotation.
Graphviz is open source software for graph visualization, representing structural information as diagrams of abstract graphs and networks. The package includes web and interactive graphical interfaces, and auxiliary tools, libraries, and language bindings.
Juxta is an open-source cross-platform desktop tool for comparing and collating multiple witnesses to a single textual work. The software allows you to set any of the witnesses as the base text, to add or remove witness texts, to switch the base text at will, and to annotate Juxta-revealed comparisons and save the results. New in version 1.6.5 is the ability to upload your comparison sets to a free online workspace called Juxta Commons where you can analyze your data privately or choose to share visualizations of your work with anyone on the web.
Leximancer is text analysis software that can create topic and concept based network visualizations and includes a sentiment analyzer.
A platform for visualizing and analysing networks of historical data. Palladio is web-based tool that allows a user to upload structured data, graphically establish context within Palladio and then choose from a variety of innovative spatial, temporal and network visualisations to analyse and present research findings.
OmniGraffle is a comprehensive diagramming and drawing application. Drag and drop to create wireframes, flow charts, network diagrams, UI mockups, family trees, office layouts, etc.. Upgrading to OmniGraffle Pro adds Visio support, shared layers, presentation mode, object-geometry controls, AppleScript and Actions support and more.
Creately is a web based diagramming tool with real-time collaboration to work together on diagrams. If you're not comfortable storing data on the cloud you can use the desktop version. It lets you create workflows, mind maps, concept maps, business process models, wire-frames, org charts and many more diagram types useful in research projects.
OpenRefine (formerly Google Refine) is a tool for cleaning messy data (e.g. fixing inconsistencies), transforming it between different formats, and exploring data.
Create interactive charts and perfect dashboards through an intuitive drag and drop interface. Switch from basic tables to sophisticated data visualizations in a single click. Powerful filters let you slice and dice your data, and you can drill down into most charts without configuring a thing.
Chartio currently provides nine essential visualization types that can be tweaked, designed, and iterated in any number of ways.
Time Flow is an open-source timeline built to help journalists analyze temporal data. The application offers several view modes--timeline, calendar, list, table--to help explore thousands of data points. It is not a web-based tool--it is a desktop application that can run off a thumb-drive and is built to handle large datasets, and timeline events that may include approximate dates or date spans.
CATMA (Computer Aided Textual Markup & Analysis) is a free, open source markup and analysis tool from the University of Hamburg's Department of Languages, Literature and Media. It incorporates three interactive modules: (1) The tagger enables flexible and individual textual markup and markup editing. (2) The analyzer incorporates a query language and predefined functions. It also includes a query builder that allows users to construct queries from combinations of pre-defined questions while allowing for manual modification for more specific questions.
Weka provides machine learning algorithms in Java for data mining and predictive modeling tasks. These algorithms can either be incorporated into other Java code or called from the Weka Workbench, a GUI environment.
The Visual Understanding Environment (VUE) is concept mapping software that can integrate with multiple repositories to pull in, organize, and analyze data. Multiple features for advanced management of digital resources for teaching, learning, and research.
MMax2 is a text annotation tool for creating and visualizing annotations. It has advanced and customizable methods for information and relation visualization.
- Determination of the word class / part of speech (POS) for words in a text
- Determination of word senses, including the disambiguation of homonymous and polysemous words
- Detection of anaphoric expressions and identification of their antecedents
Exhibit 3.0 is a publishing framework for large scale data-rich interactive Web pages. The beta version is scalable up to 100k items.
Flare is an ActionScript library for creating visualizations that run in the Adobe Flash Player. From basic charts and graphs to complex interactive graphics, the toolkit supports data management, visual encoding, animation, and interaction techniques. Flare features a modular design that lets developers create customized visualization techniques without having to reinvent the wheel.
Software for creating data dashboards. Many of the sample galleries portray corporate financial data.
Autodesk 3ds Max (formerly 3D Studio MAX) is an open source graphics software tool used by video game developers, motion picture studios and architectural visualisers for modelling and animation projects. One of the most advanced 3D modelling tools in the industry, 3ds Max has been utilised by many CGI-animated films such as Avatar and 2012 to generate computer graphics alongside live acting.
A variety of visualisation tools are available for use with existing datasets, or upload your own.
A software tool for the creation of 3D interactive environments. It may be used to model and interact with physical objects that currently or have previously existed in the real world, or create virtual environments that have not previously encountered. VirTool player software is available for Microsoft Windows, Apple MacOS X, Nintendo Wii and Microsoft Xbox 360.
Xalan is an XSLT processor for transforming XML documents into HTML, text, or other XML document types. It implements XSL Transformations (XSLT) Version 1.0 and XML Path Language (XPath) Version 1.0.
- Conversion between structured markup formats
- Stylesheet validation
TurnTool is a suite of tools that enable 3D models to be created and viewed in a low-bandwidth environment. The suite consists of two components: a TurnToolBox plug-in for integration with 3D Studio Max, Autodesk Viz, Cinema4D and ArchiCAD that allows these software applications to export objects into the TurnTool format; and a TurnTable Viewer plug-in that is able to recreate the 3D model in a windowed environment or web browser.
- 3D modelling
- ActiveX viewer
- Low bandwidth use
A digital asset management system for the storage, management and delivery of raster images, audiovisual content, documents and other digital asset types. The software provides limited eCommerce functionality for use by institutions that wish to use the system to sell digital products. It may be installed in-house on a Windows/Linux/Unix system or hosted on a system operated by the developers.
After Effects is a digital motion graphics and compositing software. After Effects allows users to animate, alter, and composite media in 2d and 3d space with various built-in tools and third party plug-ins, as well as individual attention to variables like parallax and user-adjustable angle of observation. The latest version, CS5.5, is the twentieth generation in the product line.
- Tightly integrated with other Adobe suite software
- Searchable timelines and projects
InDesign is a desktop publishing (DTP) software application which can be used to create periodical publications, posters, flyers, brochures, magazines and books. The latest version, InDesign CS5.5 , is the twelfth generation in the product line.
- Tightly integrated with other Adobe suite software
- Dynamic cross-reference support that updates content when moved within a document
- Spread rotation
Adobe Illustrator is a comprehensive vector graphics environment that is ideal for all creative professionals, including web and interactive designers and developers, multimedia producers, motion graphics and visual effects designers, animators, and video professionals. Adobe Creative Suite products, including Illustrator, have recently moved to a subscription based service model. Adobe Illustrator CS6 was the last version released on disk. Adobe Illustrator Creative Cloud is now available starting at $19.99/month.
Features of Adobe Illustrator CC include:
A software suite for displaying, converting and editing still images stored in a raster image format. Image manipulation may be performed via the command line, API libraries, or through a simply graphical user interface.
- Software control through API and command line
- Format conversion
- Image transformation
- Transparency support
- Format identification
- Text to image conversion
- Read, process, or write mega-, giga-, or tera-pixel image sizes
- Distributed pixel cache
- Perceptual hash
Pattern is a Python web mining module with tools for data retrieval (Google + Twitter + Wikipedia API, web spider, HTML DOM parser), text analysis (rule-based shallow parser, WordNet interface, syntactical + semantical n-gram search algorithm, tf-idf + cosine similarity + LSA metrics) and data visualization (graph networks).
Open source data visualization and analysis for novice and experts. Data mining through visual programming or Python scripting. Components for machine learning. Add-ons for bioinformatics and text mining. Packed with features for data analytics.
Protovis composes custom views of data with simple marks such as bars and dots. Unlike low-level graphics libraries that quickly become tedious for visualization, Protovis defines marks through dynamic properties that encode data, allowing inheritance, scales and layouts to simplify construction.
Processing is an open source programming language and environment for people who want to create images, animations, and interactions. Initially developed to serve as a software sketchbook and to teach fundamentals of computer programming within a visual context, Processing also has evolved into a tool for generating finished professional work. Today, there are tens of thousands of students, artists, designers, researchers, and hobbyists who use Processing for learning, prototyping, and production.
Gliffy is a tool that makes it easy to create, share, and collaborate on a wide range of diagrams. Gliffy works directly in your browser and can be used to build flow charts, organization charts, network diagrams, workflows, technical drawings, and wireframes.
Neatline is a tool for the creation of interlinked timelines and maps as interpretive expressions of the literary or historical content of archival collections.
Yutzu is a collaborative tool that allows people in the creative industries to collect, share, and publish multimedia content in an easy-to-use and intuitive way.
GPS Visualizer is a free, easy-to-use online utility that creates maps and profiles from GPS data.
Voyant Tools is a web-based reading and analysis environment for digital texts.
Improvise is a fully-implemented Java software architecture and user interface that enables users to build and browse highly-coordinated visualizations interactively. By coupling a shared-object coordination model with a declarative visual query language, users gain precise control over how navigation and selection affects the appearance of data across multiple views, using a potentially infinite number of variations on well-known coordination patterns such as synchronized scrolling, overview+detail, brushing, drill-down, and semantic zoom.
This online tool can be used for a wide variety of annotation tasks, including visualization and collaboration.
brat is designed in particular for structured annotation, where the notes are not freeform text but have a fixed form that can be automatically processed and "interpreted" by a computer. brat also supports the annotation of n-ary associations that can link together any number of other annotations participating in specific roles. brat also implements a number of features relying on natural language processing techniques to support human annotation efforts.
TimelineJS can pull in media from different sources. It has built in support for: Twitter, Flickr, Google Maps, YouTube, Vimeo, Dailymotion, Wikipedia, SoundCloud and more media types in the future. Creating one is as easy as filling in a Google spreadsheet or as detailed as JSON.
The cross-platform Advene application allows users to easily create comments and analyses of video documents, through the definition of time-aligned annotations and their mobilisation into
automatically-generated or user-written comment views (HTML documents). Annotations can also be used to modify the rendition of the audiovisual document, thus providing virtual montage, captioning, navigation... capabilities. Users can exchange their comments/analyses in the form of Advene packages, independently from the video itself.
QDA Miner is an easy-to-use mixed-methods qualitative data analysis software package for coding, annotating, retrieving and analyzing small and large collections of documents and images. QDA Miner may be used to analyze interview or focus-group transcripts, legal documents, journal articles, even entire books, as well as drawing, photographs, paintings, and other types of visual documents.
Kaleidoscope is one of the world's best tools for spotting differences in images and text, and now it supports merging of files and folders, too. Kaleidoscope integrates directly with Git, Subversion, Mercurial, and Bazaar to fit perfectly in your workflow.
ImagePlot is a free software tool that visualizes collections of images and video of any size.
WordCruncher is a text retrieval and analysis program that allows users to index or use a text, including very large multilingual Unicode documents. It supports the addition of tags (such as part of speech, definitions, lemma, etc), graphics, and hyperlinks to text or multimedia files. In addition to supporting contextual and tag searching, WordCruncher also includes many analytical reports, including collocation, vocabulary dispersion, frequency distribution, vocabulary usage, and various other reports.
Meld is a visual diff and merge tool targeted at developers. Meld helps you compare files, directories, and version controlled projects. It provides two- and three-way comparison of both files and directories, and has support for many popular version control systems.
Textexture is a tool for visualizing any text as a network. The resulting graph can be used to get a quick visual summary of the text, read the most relevant excerpts (by clicking on the nodes), and find similar texts.
draw.io is an online diagramming application built for speed, reliability and simplicity. It features the full range of visual configuration you expect, as well as web application features such as a full range of export options, a large collection of icons, real-time collaboration and embedded widget sharing. It features particularly notable integration with a variety of collaborative platforms including Google Docs/Apps.
Circos is a software package for visualizing data and information. It visualizes data in a circular layout — this makes Circos ideal for exploring relationships between objects or positions. There are other reasons why a circular layout is advantageous, not the least being the fact that it is attractive.
Circos is ideal for creating publication-quality infographics and illustrations with a high data-to-ink ratio, richly layered data and pleasant symmetries. You have fine control each element in the figure to tailor its focus points and detail to your audience.
From the website: NodeXL is a free, open-source template for Microsoft® Excel® 2007 and 2010 that makes it easy to explore network graphs. With NodeXL, you can enter a network edge list in a worksheet, click a button and see your graph, all in the familiar environment of the Excel window. (http://nodexl.codeplex.com/)
The Juxta family of software (Juxta, Juxta WS, and Juxta Commons) allows you to compare and collate versions of the same textual work. Juxta Commons is an online space powered by the open-source Juxta Web Service that lets you collate sets of two or more texts and share online visualizations of the differences between them.
Statwing is an easy-to-use, web-based tool for data analysis and visualization. Upload data, select variables of interest, and Statwing automatically selects statistical tests and visualizations, then distills the results into plain English sentences (as well as traditional statistical output for those so inclined).
Free trial available, as well as multiple pricing plans:
Ptolemaic is a computer application for music visualization and analysis written in the Java programming language. The software is designed to aid in the analysis of all types of Western music using established analytical techniques, including tonal functional analysis (Harrison 1994), pitch-class set analysis (Forte 1973), hierarchical linear analysis (Schenker 1935, Jones 2002), tonal pitch-space analysis on the Tonnetz (Riemann 1915), pitch-class set analysis (Forte 1973), and transformation analysis (Lewin 1987).
NodeBox is an application for creating 2D graphics and visualizations. It provides a visual and process-based editor for an underlying Python-based analysis and visualisation package. It is developer-described as a generative design app and this really taps into the serendipitous nature of the environment. The user constructs models and can tweak them in real time via the interface and see the resulting changes too the output.
It has been described as being "similar to Processing, but without all the interactivity".
Bokeh is a Python interactive visualization library for large datasets that natively uses the latest web technologies. Its goal is to provide elegant, concise construction of novel graphics in the style of Protovis/D3, while delivering high-performance interactivity over large data to thin clients.
VSim facilitates the real-time exploration of highly detailed, three-dimensional computer models in both formal and informal educational settings.
Gerbil is a generic framework for visualization and analysis of multispectral and hyperspectral data that strives to both bring new innovations in analysis capabilities and be of use in a wide range of hyperspectral data applications. In a nutshell, Gerbil lets you…