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- bring text to play with in Voyant. Input format can be plain text, a PDF (with OCR), a MS Word Document or a URL for HTML analysis.
Going down the rabbit hole: anatomy of a digital book
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Let's look again at the Arapaho gospel of St. Luke. Switch to text view.
- What is a word? How would you define this for a computer?
- What isn't a word? How would you tell a computer to exclude these?
- Can you think of special cases where tokens might contain more than one word?
- Are there words we prefer not to count at all?
- What sets of rules would we need to tokenize? Would these be ordered in any specific way?
- Is there a "right way" to tokenize?
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- How do challenges with OCR intersect with strategies for computational analysis of text? What might be effective strategies to deal with these challenges?
- What exactly is the "text"? Can you think of parts of a book that you might not want to include in your analysis? Why or why not? If you would, how would you exclude these parts?
Introducing Control - "Microanalysis" and Voyant
Voyant
Voyant is a low barrier text analysis tool that delivers a rich, interactive interface and a variety of visualizations. Input format can be plain text, a PDF (with OCR), a MS Word Document or a URL for HTML analysis. Upload of any material will be subject to the Voyant
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privacy policy. Sample texts and URLs for analysis are listed below for experimentation, but feel free to use other source data that interests you.
- Sample texts, courtesy of Project Gutenberg. Use the plain text version.
- Crane, Stephen, 1871-1900. The Red Badge of Courage: An Episode of the American Civil War.
- Dickens, Charles, 1812-1870. A Tale of Two Cities.
- Upham, Charles Wentworth, 1802-1875. Salem Witchcraft, Volumes I and II
- Sample URLS: copy and paste into the Voyant upload browser window to get started.Sample URLS: copy and paste into the Voyant upload browser window to get started.
Economics of Crisis - http://www.economicsofcrisis.com/indications.html
Instructions to major John Sullivan. Washington, George, 1732-1799. The writings of George Washington from the original manuscript sources. Electronic Text Center, University of Virginia Library
- Copyright Law of the United States of America and Related Laws Contained in Title 17 of the United States Code - http://www.copyright.gov/title17/92preface.html
(1) Exerting
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control
- observe counts
- stopwords
- What does exerting control do to our results? Does it change the validity of our assertions?
- What is signal? What is noise?
(2) Visualization of derived data
We calculate frequency
- Why not express our counts simply (as counts)? Why calculate frequencies?
- Is this misleading? If so, in what ways?
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