Data · dataset · 2020
Psycholinguistic LIWC and n-gram counts in a corpus of 1145 English and Dutch novels
Listed in Teesside University Research Data Repository
Description
This dataset consists of CSV files with word counts in several corpora: - 694 English language novels from male and female authors classified by authors' sexual orientation (heterosexual, bisexual, homosexual) - 401 bestselling Dutch language novels - 50 novels nominated for Dutch literary prizes Each corpus comes with: - LIWC counts; this file also includes the available metadata for each novel. The English data was created with LIWC 2015.
The Dutch data was created with the validated translation of LIWC 2001. - Word counts (unigrams) and bigram counts per novel. All text has been converted to lowercase. Contractions are tokenized into separate tokens, e.g., can't => ca n't Two restrictions are applied: - only unigrams or bigrams that occur in at least 10 texts are retained - only the 100k most frequent are retained - Overall word counts and bigram counts; i.e., the sum across all novels.
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All files are encoded in UTF-8. The word counts were extracted with the countngrams.py script.
Links
Where it is published
- DOI doi.org/10.17632/tmp32v54ss.2 ↗
DOI / persistent id · from researchdata tees ac uk
Catalogue records · 1
- OAI-PMH record data.mendeley.com/oai?verb=GetRecord&metadataPrefix=oai_dc&identifier=oai%3Adata… ↗
metadata API · from researchdata tees ac uk
Topics
- From keywords
- Computational linguistics · Earth & Environmental Science · Humanities · Psycholinguistics
- Inferred from text
- Text 75%
Provenance · 1 source records, 10 field assertions
| Source | Key | Last seen | Raw |
|---|---|---|---|
| Teesside University Research Data Repository | oai:data.mendeley.com/tmp32v54ss.2 | 15 h ago | JSON v1 |
| Field | Assertion | Extractor | Evidence |
|---|---|---|---|
| access_level | source · researchdata tees ac uk | connector:researchdata_tees_ac_uk@1.0.0 | |
| concepts[field].anzsrc:field:470403 | mapping · researchdata tees ac uk | vocabulary-mapper@1.0.0 | keywords['Computational Linguistics'] |
| concepts[field].anzsrc:field:520405 | mapping · researchdata tees ac uk | vocabulary-mapper@1.0.0 | keywords['Psycholinguistics'] |
| concepts[field].local:field:earth-environmental | mapping · researchdata tees ac uk | connector:researchdata_tees_ac_uk@1.0.0 | |
| concepts[field].local:field:humanities | mapping · researchdata tees ac uk | connector:researchdata_tees_ac_uk@1.0.0 | |
| concepts[modality].local:modality:text | enrichment · researchdata tees ac uk | keyword-concept-rules@1.0.0 | title+description (75%) |
| description | source · researchdata tees ac uk | connector:researchdata_tees_ac_uk@1.0.0 | /metadata/dc/description |
| license | source · researchdata tees ac uk | connector:researchdata_tees_ac_uk@1.0.0 | /metadata/dc/rights |
| publication_date | source · researchdata tees ac uk | connector:researchdata_tees_ac_uk@1.0.0 | |
| title | source · researchdata tees ac uk | connector:researchdata_tees_ac_uk@1.0.0 | /metadata/dc/title |