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An overview of computational analysis of text, foundations, and exploration of challenges and strategies.
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Prep
- bring 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.
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- 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
- Sample visualization: Dr. Martin Luther King, Jr. I Have a Dream speech.
We calculate frequency
- We can express our counts simply (as counts), or we can express them as frequencies. Why calculate frequencies?
- Is either representation misleading? If so, in what ways?
(1) Visualization of derived data
- Explore visualizations. Change the options in the dashboard.
- Discuss the relative merits of the various visualizations.
(2) Exerting control
- stopwords
- slider for word counts
- observe counts stopwordsvs frequencies
(3) General questions
- 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?
Moving from Microanalysis to Macroanalysis
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