MAchine Learning for LanguagE Toolkit - Topic modeling tool to analyze large volumes of unlabeled text including a scalable implementation of Gibbs sampling.
Paper Machines is an open-source extension for the Zotero bibliographic management software. Its purpose is to allow individual researchers to generate analyses and visualizations of user-provided corpora, without requiring extensive computational resources or technical knowledge.
Textal is a free smartphone app that allows you to analyze websites, tweet streams, and documents, as you explore the relationships between words in the text via an intuitive word cloud interface. You can generate graphs and statics, as well as share the data and visualizations in any way you like.
The Text Encoding Initiative (TEI) is a consortium which collectively develops and maintains a standard for the representation of texts in digital form. Its chief deliverable is a set of Guidelines which specify encoding methods for machine-readable texts, chiefly in the humanities, social sciences and linguistics. Since 1994, the TEI Guidelines have been widely used by libraries, museums, publishers, and individual scholars to present texts for online research, teaching, and preservation. In addition to the Guidelines themselves, the Consortium provides a variety of resources and training events for learning TEI, information on projects using the TEI, a bibliography of TEI-related publications, and software developed for or adapted to the TEI.
Netlytic is a cloud-based text and social networks analyzer that can automatically summarize and discover communication networks from publicly available social media posts.
NVivo is a qualitative data analysis computer software package produced by QSR International. NVivo helps qualitative researchers to organize, analyze and find insights in unstructured or qualitative data-like interviews, open-ended survey responses, journal articles, social media and web content, where deep levels of analysis on small or large volumes of data are required.
Tableauis free visualization software that allows you to take a wide variety of data-based information (from spreadsheets, files, etc.) to create interactive data visualizations for mounting on the web.
OpenRefine is a powerful free, open source tool for working with messy data: cleaning it; transforming it from one format into another; and extending it with web services and external data.
Power BI is a collection of software services, apps, and connectors that work together to turn your unrelated sources of data into coherent, visually immersive, and interactive insights.
SPSS is a comprehensive system for analyzing data, which can take data from almost any type of file and use them to generate tabulated reports, charts, and plots of distributions and trends, descriptive statistics, and complex statistical analysis.
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.
ENVI is the industry standard for image processing and analysis software. It is used by image analysts, GIS professionals and scientists to extract timely, reliable and accurate information from geospatial imagery. It is scientifically proven, easy to use and tightly integrated with Esri's ArcGIS platform.