Text Analysis
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Voyant Tools- web-based reading and analysis environment for digital texts
Mallet- Java-based package for statistical natural language processing, document classification, clustering, topic modeling, information extraction, and other machine learning applications to text
WordSeer 4- text analysis environment that combines visualization, information retrieval, sensemaking and natural language processing to make the contents of text navigable, accessible, and useful
Orange Text Mining- open-source machine learning and data visualization for novice novices and expertexperts. Interactive data analysis workflows with a large toolbox
Antconc- A freeware corpus analysis toolkit for concordancing and text analysis.
Lexos- text analysis tool out of Wheaton College that offers both web-app and local installation options.
Constellate- A tool that allows you to create corpora from JSTOR's collections, with a built-in platform and tutorials for doing analysis in Python
HathiTrust Research Center Analytics- Supports large-scale computational analysis of the works in the HathiTrust Digital Library to facilitate non-profit and educational research
HTRC Algorithms- a set of tools for assembling collections of digitized text from the HathiTrust corpus and performing text analysis on them. Including copyrighted items for ALL USERS
Extracted Features Dataset- a dataset allowing non-consumptive analysis on specific features extracted from the full text of the HathiTrust corpus. Including copyrighted items for ALL USERS
HathiTrust + Bookworm- a tool for visualizing and analyzing word usage trends in the HathiTrust corpus. Including copyrighted items for ALL USERS.
HTRC Data Capsule- a secure computing environment for researcher-driven text analysis on the HathiTrust corpus. All users may access public domain items. Access to copyrighted items is available ONLY to member-affiliated researchers
Google Books- Ngram Viewer- a tool to graph the usage of terms/phrases over a set period of time period
TAPoR 3- tools used in sophisticated text analysis and retrieval
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IIIF- way to standardize the delivery of images and audio/visual files from servers to different environments on the Web where they can then be viewed and interacted with in many ways; a variety of API’s like Presentation which allows you to annotate images.
Loris- A IIIF image server written in Python
Cantaloupe- An open-source dynamic image server for on-demand generation of derivatives of high-resolution source images, written in Java.
Mirador 3- Open-source, web-based, multi-window image viewing platform with the ability to zoom, display, compare, and annotate images from around the world.
Universal Viewer-acommunity-developed open-source tool that allows the viewing of a variety of file types
CatchPy-an annotation server originally developed at HarvardX, to store annotations on MCH IIIF image assets
Tropy- Designed for researchers working in archives, Tropy helps users organize and annotate photos of archival resources
CVAT- the open-source tool for image and video annotation
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Tableau- query relational databases, online analytical processing cubes, cloud databases, and spreadsheets to generate graph-type data visualizations. The software can also extract, store, and retrieve data from an in-memory data engine
Flourish- create stunning charts, maps, and interactive content that engage and inspire – instantly. No codingis coding is required.
Datawrapper- online tool to create interactive, responsive & beautiful data visualizations
Google Looker Studio- an online tool for converting data into customizable, informative reports and dashboards
Infogr.am- Free basic account with optional fee-based infographic service
Piktochart- An editor created for your convenience
Canva- Canva’s infographic maker includes hundreds of free design elements, allowing you to experiment with data visualization like a pro
Easel.ly- website that features thousands of free infographic templates and design objects that users can customize to create and share their visual ideas online
D3.J3- The JavaScript library for bespoke data visualization.
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QGIS- cross-platform free and open-source desktop geographic information system application that provides data viewing, editing, and analysis capabilities
CARTO- software as a service (SaaS) spatial analysis platform that provides GIS, web mapping, data visualization, spatial analytics, and spatial data science features
Esri ArcGIS Online- client for using, creating, and sharing ArcGIS maps online
Neatline-allows scholars, students, and curators to tell stories with maps and timelines. As a suite of add-on tools for Omeka, it opens new possibilities for hand-crafted, interactive spatial and temporal interpretation
Google Maps API- Create real-world, real-time experiences with the latest Maps, Routes, and Places features from Google Maps Platform. Built by the Google team for developers everywhere
Open Layers- makes it easy to put a dynamic map in any web page. It can display map tiles, vector data, and markers loaded from any source
Mapbox- use Mapbox APIs and SDKs, ready-made map styles, and live updating data to build customizable maps for web, mobile, automotive, and AR
Story Maps- Esri Story Maps lets you combine authoritative maps with narrative text, images, and multimedia content. They make it easy to harness the power of maps and geography to tell your story
Palladio- visualize complex historical data with ease
Clio- educational website and mobile application developed at Marshall University that uses GPS to connect users to the history that surrounds them
Leaflet- Javascript class for interactive maps
Tilegrams- an online tool that allows you to create tiled cartograms
MapAlList- tool for creating customized Google maps from lists of addresses
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Examples from our past/current (if extant)
Tools
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Database Development
Examples from our past/current (if extant)
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