This project utilizes Topic Modeling software to ascertain what level of influence Mary Wollstonecraft's fictional and non-fictional texts had on her contemporary authors and beyond. The results posted here were obtained on May 1st 2018, and are a "first draft" to inspire future work with topic modeling, Mary Wollstonecraft, and British literary history. A version of this project is also available on the OSF at osf.io/k6enf.
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Mary Wollstonecraft and Influence - Software Packages
Nov 10, 2020
Simeone, Michael, 2020, "Mary Wollstonecraft and Influence - Software Packages", https://doi.org/10.48349/ASU/IOLBBO, ASU Library Research Data Repository, V1, UNF:6:bUizf/4kaRKAdmMXY0mvtg== [fileUNF]
Software used for topic modeling is found in this module. A .txt file with settings used in the topic modeling tool is also available. GitHub link for topic modeling tool: https://github.com/senderle/topic-modeling-tool/tree/v1.0.0 Github Link for stopword list: https://github.com/fozziethebeat/S-Space/blob/master/data/english-stop-words-large.txt
Replication Data for: Mary Wollstonecraft and Influence
Nov 10, 2020
Caddy, Scott; Simeone, Michael, 2020, "Replication Data for: Mary Wollstonecraft and Influence", https://doi.org/10.48349/ASU/FWMFSV, ASU Library Research Data Repository, V1
Files contained in this component: A white-paper report, which analyzes results obtained on a third topic modeling run on May 1st, 2018. A .zip folder of the output from the final topic modeling run on May 1st, 2018 Tableu Visualization: https://public.tableau.com/views/MWCTopicModelingViz/Story1?:embed=y&:display_count=yes&publish=yes The workbook...
Mary Wollstonecraft and Influence - Early Work: CDH 580 Fall 2017
Mary Wollstonecraft and Influence - Early Work: CDH 580 Fall 2017
Nov 10, 2020
Simeone, Michael; Caddy, Scott, 2020, "Mary Wollstonecraft and Influence - Early Work: CDH 580 Fall 2017", https://doi.org/10.48349/ASU/TCJR5Z, ASU Library Research Data Repository, V1
This component contains pertinent files, papers, and software used for a project in Fall 2017 for CDH 580. The project here (a collocate / concordance analysis) helped inspire the research question and topic modeling method used for Spring 2018's CDH 593 course.
Mary Wollstonecraft and Influence - Raw Data: Corpus
Nov 9, 2020
Caddy, Scott; Simeone, Michael, 2020, "Mary Wollstonecraft and Influence - Raw Data: Corpus", https://doi.org/10.48349/ASU/Z7J25S, ASU Library Research Data Repository, V1
This component contains the set of texts used for this topic modeling project. There is a .zip drive to download, plus a Google Drive folder to browse individual files. Corpus selection was determined by proximity of publication to Wollstonecraft's life and death (in 1797). Originally focused on British women writers, selection criteria was broaden...
Mary Wollstonecraft and Influence - Preprocessed Data
Nov 6, 2020
Caddy, Scott; Simeone, Michael, 2020, "Mary Wollstonecraft and Influence - Preprocessed Data", https://doi.org/10.48349/ASU/GPDIR5, ASU Library Research Data Repository, V2, UNF:6:OQj5GZyoTEE3yp9MjBJs/g== [fileUNF]
Preprocessing steps for this topic modeling are laid out in this dataset. It contains a stopword list, additions made to the stop word list, plus steps taken to clean each text within the corpus. Original stopword list obtained at GitHub: https://github.com/fozziethebeat/S-Space/blob/master/data/english-stop-words-large.txt For this project, prepro...
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