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"Textual analysis has its limitations, of course, but word counting can illuminate the tendencies of writers in a way that word reading may not." Textual analysis leads to a discussion on author's style. You could do this type of activity with various Word Cloud Generators.

"Welcome to the Documentation site for Voyant Tools, a web-based text analysis and reading environment. Here you will find some help for getting started, more complete documentation for tools (including a collection of screencasts), useful resources (tutorials, workshops, examples), and general information about Voyant Tools." Amazing textual analysis tool. View word frequency, word relationships and more. H/T Tom

"And yet no one I'm aware of has pointed out one of the more glaring (literally) problems with Jackson's Tolkien films, a problem that has become more evident to me with each installment. It's the choice of his own native land, New Zealand, as the backdrop for these British stories. The island nation of swooping hills and glistening peaks isn't merely an unfortunate choice-it's one of the worst options I can imagine." You could do some really interesting textual analysis stuff like this with comparing book characters and settings with their on screen counterparts. What holds up to the original? What has changed? How does that affect the reader/viewer or change the message of the story? There's plenty of options that students would get into - The Hunger Game Series, The Hobbit, you could even do comic book characters and their on screen counterparts.

"The root cause of the American Civil War is perhaps the most controversial topic in American history. Even before the war was over, scholars in the North and South began to analyze and interpret the reasons behind the bloodshed." Another interesting problem that Voyant (and other data viz/textual analysis tools) could help us solve. Provide students with a little background and then give them the Articles of Secession for a variety of states. Have them analyze/interpret the overall reasons for Secession based on what they uncover.

"The Spatial History Project at Stanford University is a place for a collaborative community of students, staff, and scholars to engage in creative spatial, textual and visual analysis to further research in the humanities. " Data visualizations that are tied to geography. Quite a few are applicable to US History SOLs