Data · dataset · 2023
Sentiment Analysis of Multilingual Dataset of Bahraini Dialects, Arabic, and English
Listed in Teesside University Research Data Repository
This dataset was generated using two cascading stages of translation—a machine translation followed by a manual one.
Description
Machine translation was applied using Google translate to translate English Amazon product reviews to Standard Arabic. In contrast, the manual approach was applied to translate the resulting Arabic reviews to Bahraini ones by qualified native speakers utilizing constructed customized forms.
The resulting parallel dataset of English, Standard Arabic, and Bahraini dialects is called English_Modern Standard Arabic_Bahraini Dialects product reviews for sentiment analysis “E_MSA_BDs-PR-SA”. The dataset is balanced, composed of 2,500 positive and 2,500 negative reviews.
Links
Where it is published
- DOI doi.org/10.17632/5rhw2srzjj.1 ↗
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
- Earth & Environmental Science · Stylistics and textual analysis
Provenance · 1 source records, 6 field assertions
| Source | Key | Last seen | Raw |
|---|---|---|---|
| Teesside University Research Data Repository | oai:data.mendeley.com/5rhw2srzjj.1 | 14 h ago | JSON v1 |
| Field | Assertion | Extractor | Evidence |
|---|---|---|---|
| concepts[field].anzsrc:field:470530 | mapping · researchdata tees ac uk | vocabulary-mapper@1.0.0 | keywords['Textual Analysis'] |
| concepts[field].local:field:earth-environmental | mapping · researchdata tees ac uk | connector:researchdata_tees_ac_uk@1.0.0 | |
| description | source · researchdata tees ac uk | connector:researchdata_tees_ac_uk@1.0.0 | /metadata/dc/description |
| license_text | source · researchdata tees ac uk | connector:researchdata_tees_ac_uk@1.0.0 | |
| 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 |