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Omeka is user-friendly and provides a "free, flexible, and open source web-publishing platform for the display of library, museum, archives, and scholarly collections and exhibitions."
Digital Humanities Resources for Project Toychest
Digital Humanities Resources for Project Building has guides, tools, and other resources for work in the digital humanities for researchers, teachers, and students.
Text Reading & Analysis
For use in analyzing and identifying patterns in large bodies of text.
"Juxta is a tool that allows you to compare and collate versions of the same textual work."
An open-source syntactic parser (that means it analyzes sentence structure).
"Voyant Tools is a web-based reading and analysis environment for digital texts."
MAchine Learning for LanguagE Toolkit:
"MALLET is a Java-based package for statistical natural language processing, document classification, clustering, topic modeling, information extraction, and other machine learning applications to text."
Tools that can help you depict the geographic or spatial context of a topic.
Text Encoding Initiative
"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."