![Page 1: Exploratory Thematic Analysis for Historical Newspaper Archives](https://reader033.vdocuments.us/reader033/viewer/2022051209/547a68d1b37959582b8b49bf/html5/thumbnails/1.jpg)
EXPLORATORY THEMATIC ANALYSIS FOR HISTORICAL NEWSPAPER ARCHIVES
Digital Humanities 2014
Lausanne, Switzerland
9 July 2014
Jacob Eisenstein, Iris Sun, and Lauren Klein
Georgia Institute of Technology
![Page 2: Exploratory Thematic Analysis for Historical Newspaper Archives](https://reader033.vdocuments.us/reader033/viewer/2022051209/547a68d1b37959582b8b49bf/html5/thumbnails/2.jpg)
Fletcher Hewes and Henry Gannett, Statistical Atlas of the United States (New York: Scribner’s, 1889)
![Page 3: Exploratory Thematic Analysis for Historical Newspaper Archives](https://reader033.vdocuments.us/reader033/viewer/2022051209/547a68d1b37959582b8b49bf/html5/thumbnails/3.jpg)
Left: “Growth of the elements of the population: 1790 to 1890”Right: “Church accommodations (1870)
![Page 4: Exploratory Thematic Analysis for Historical Newspaper Archives](https://reader033.vdocuments.us/reader033/viewer/2022051209/547a68d1b37959582b8b49bf/html5/thumbnails/4.jpg)
“Rank of states and territories in population at each census: 1790 – 1890”
![Page 5: Exploratory Thematic Analysis for Historical Newspaper Archives](https://reader033.vdocuments.us/reader033/viewer/2022051209/547a68d1b37959582b8b49bf/html5/thumbnails/5.jpg)
Newspapers in dataset• Douglass Monthly• Frederick Douglass Paper• Freedom's Journal• The Christian Recorder• The Colored American• The National Era
• The North Star• The Provincial Freeman• The Weekly Advocate• National Anti-Slavery Standard • The Liberator
![Page 6: Exploratory Thematic Analysis for Historical Newspaper Archives](https://reader033.vdocuments.us/reader033/viewer/2022051209/547a68d1b37959582b8b49bf/html5/thumbnails/6.jpg)
T40 (“Civil Rights”): states state law constitution tho government power united laws congress rights people con ohio tion act union question property
T55 (“Mexican-American War”): war mexico texas mexican army peace president territory troops united government military treaty annexation mexicans country polk taylor republic
T56 (“Native Americans”): indians indian tribes tribe chiefs frontier dian treaties tiger hawk antelope annuity fiscal lllack hyenas tigers dians avalanche savages
T59 (“Women’s Rights”): woman women rights husband wife sex sho marriage property married mrs female legal sphere equality estate social duties sexes
![Page 7: Exploratory Thematic Analysis for Historical Newspaper Archives](https://reader033.vdocuments.us/reader033/viewer/2022051209/547a68d1b37959582b8b49bf/html5/thumbnails/7.jpg)
Andrew Goldstone, Model-Browser Interface
![Page 8: Exploratory Thematic Analysis for Historical Newspaper Archives](https://reader033.vdocuments.us/reader033/viewer/2022051209/547a68d1b37959582b8b49bf/html5/thumbnails/8.jpg)
Objectives of EDA :
• Suggest hypotheses about the causes of observed phenomena
• Assess assumptions on which statistical inference will be based
• Support the selection of appropriate tools and techniques
• Provide a basis for further data collection through surveys or experiments
John Tukey,Exploratory Data Analysis(New York: Pearson, 1977)
![Page 9: Exploratory Thematic Analysis for Historical Newspaper Archives](https://reader033.vdocuments.us/reader033/viewer/2022051209/547a68d1b37959582b8b49bf/html5/thumbnails/9.jpg)
Marti Hearst et al.WordSeer
![Page 10: Exploratory Thematic Analysis for Historical Newspaper Archives](https://reader033.vdocuments.us/reader033/viewer/2022051209/547a68d1b37959582b8b49bf/html5/thumbnails/10.jpg)
Stuart Card et al., Readings in Information Visualization: Using Vision to Think (1999)
![Page 11: Exploratory Thematic Analysis for Historical Newspaper Archives](https://reader033.vdocuments.us/reader033/viewer/2022051209/547a68d1b37959582b8b49bf/html5/thumbnails/11.jpg)
“A humanistic approach [to visualization] means that the premises are rooted in the recognition of the interpretative nature of knowledge, that the display itself is conceived to embody qualitative expressions, and that the information is understood as graphically constituted” (129).
Johanna Drucker, Graphesis: Visual Forms of Knowledge Production(Cambridge: Harvard, 2014)
![Page 12: Exploratory Thematic Analysis for Historical Newspaper Archives](https://reader033.vdocuments.us/reader033/viewer/2022051209/547a68d1b37959582b8b49bf/html5/thumbnails/12.jpg)
T40 (“Civil Rights”): states state law constitution tho government power united laws congress rights people con ohio tion act union question property
T55 (“Mexican-American War”): war mexico texas mexican army peace president territory troops united government military treaty annexation mexicans country polk taylor republic
T56 (“Native Americans”): indians indian tribes tribe chiefs frontier dian treaties tiger hawk antelope annuity fiscal lllack hyenas tigers dians avalanche savages
T59 (“Women’s Rights”): woman women rights husband wife sex sho marriage property married mrs female legal sphere equality estate social duties sexes
![Page 13: Exploratory Thematic Analysis for Historical Newspaper Archives](https://reader033.vdocuments.us/reader033/viewer/2022051209/547a68d1b37959582b8b49bf/html5/thumbnails/13.jpg)
![Page 14: Exploratory Thematic Analysis for Historical Newspaper Archives](https://reader033.vdocuments.us/reader033/viewer/2022051209/547a68d1b37959582b8b49bf/html5/thumbnails/14.jpg)
Ji Soo Yi, Rachel Melton, John Stasko, and Julie A. Jacko“Dust & Magnet: multivariate information visualization using a magnet metaphor”
![Page 15: Exploratory Thematic Analysis for Historical Newspaper Archives](https://reader033.vdocuments.us/reader033/viewer/2022051209/547a68d1b37959582b8b49bf/html5/thumbnails/15.jpg)
TOME: Interactive TOpic Model and MEtadata Visualization, Prototype I
![Page 16: Exploratory Thematic Analysis for Historical Newspaper Archives](https://reader033.vdocuments.us/reader033/viewer/2022051209/547a68d1b37959582b8b49bf/html5/thumbnails/16.jpg)
TOME: Interactive TOpic Model and MEtadata Visualization, Prototype II
![Page 17: Exploratory Thematic Analysis for Historical Newspaper Archives](https://reader033.vdocuments.us/reader033/viewer/2022051209/547a68d1b37959582b8b49bf/html5/thumbnails/17.jpg)
T56 (“Native Americans”): indians indian tribes tribe chiefs frontier dian treaties tiger hawk antelope annuity fiscal lllack hyenas tigers dians avalanche savages
![Page 18: Exploratory Thematic Analysis for Historical Newspaper Archives](https://reader033.vdocuments.us/reader033/viewer/2022051209/547a68d1b37959582b8b49bf/html5/thumbnails/18.jpg)
Multidimensional scaling
T56 (“Native Americans”): indians indian tribes tribe chiefs frontier dian treaties tiger hawk antelope annuity fiscal lllack hyenas tigers dians avalanche savages
T55 (“Mexican-American War”): war mexico texas mexican army peace president territory troops united government military treaty annexation mexicans country polk taylor republic
![Page 19: Exploratory Thematic Analysis for Historical Newspaper Archives](https://reader033.vdocuments.us/reader033/viewer/2022051209/547a68d1b37959582b8b49bf/html5/thumbnails/19.jpg)
TOME: Interactive TOpic Model and MEtadata Visualization, Prototype II
![Page 20: Exploratory Thematic Analysis for Historical Newspaper Archives](https://reader033.vdocuments.us/reader033/viewer/2022051209/547a68d1b37959582b8b49bf/html5/thumbnails/20.jpg)
![Page 21: Exploratory Thematic Analysis for Historical Newspaper Archives](https://reader033.vdocuments.us/reader033/viewer/2022051209/547a68d1b37959582b8b49bf/html5/thumbnails/21.jpg)
Questions? [email protected]@gatech.edu