ID-CoastSent: Sentiment-Annotated Google Maps Reviews of Indonesian Coastal Tourism Destinations
ID-CoastSent has 21,779 Indonesian-language Google Maps reviews of coastal tourism destinations, mostly beaches, in several Indonesian provinces. Three native-speaker annotators each labelled every review Positive, Negative or Neutral. The dataset includes each annotator's label, the unanimous and majority labels, and the authors' training and test splits. The reviews come from a sample drawn evenly across the five star ratings, and reviewer names are not included.
Cite this dataset at
google-maps-indonesia-coastal-tourism-reviews-sentiment.echo.directory
Analytics
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Computed over the full corpus.
Record
- Catalog key
google-maps-indonesia-coastal-tourism-reviews-sentiment- Authors
- S. Kurniawan; H. Tantyoko; Khadijah; H. A. Wibawa
- Year
- 2025
- Source paper
- sandykurniawan/ID-CoastSent-Dataset
- License
- The annotations, aggregated labels, data splits and documentation are released under the Creative Commons Attribution 4.0 International License (CC BY 4.0); the review texts remain subject to their authors' rights and to Google's terms of service and are provided for non-commercial research purposes only. (CC-BY-NC-4.0)
- Records
- 21,779
- Languages
- id
- Collected
- 2013-05 to 2025-05 (dates of the posts; the source states no collection period) (2010s, 2020s)
- Tasks
- Rating prediction (regression;
x_rating) inferred, Sentiment classification inferred - Region
- Indonesia · Southeast Asia (inferred: named in the description)
Provenance
- Originally published at
- https://github.com/sandykurniawan/ID-CoastSent-Dataset unverified
- Original files as received
- The source files, unconverted, kept for reference: mirrored on echo.directory on 2026-11-08, 17.7 MB across 7 files. Checksums in MANIFEST.json. For use, start with the data package below.
- Data package
- Version 1.0.0 of this dataset as an ECHO Data Package: posts (21,779 rows), x_train_all_agree (15,527 rows), x_train_majority_vote (21,235 rows), x_test_set (300 rows).
- Structure
- Text
How to cite
BibTeX
@misc{echo2026,
title = {ECHO: Exploratory Compendium of Humanity Online},
author = {Switzer, Braden and Zafarani, Reza},
year = {2026},
url = {https://echo.directory},
note = {Syracuse University}
}
@misc{kurniawan2025sandykurniawan,
title = {sandykurniawan/ID-CoastSent-Dataset},
author = {S. Kurniawan and H. Tantyoko and Khadijah and H. A. Wibawa},
year = {2025},
publisher = {GitHub},
url = {https://github.com/sandykurniawan/ID-CoastSent-Dataset}
} APA
Switzer, B., & Zafarani, R. (2026). ECHO: Exploratory Compendium of Humanity Online [Data repository]. Syracuse University. https://echo.directory
S. Kurniawan, H. Tantyoko, Khadijah, & H. A. Wibawa (2025). ID-CoastSent: Sentiment-Annotated Google Maps Reviews of Indonesian Coastal Tourism Destinations [Data set]. https://google-maps-indonesia-coastal-tourism-reviews-sentiment.echo.directory/
MLA
Switzer, Braden, and Reza Zafarani. ECHO: Exploratory Compendium of Humanity Online. Syracuse University, 2026, echo.directory.
S. Kurniawan, et al. ID-CoastSent: Sentiment-Annotated Google Maps Reviews of Indonesian Coastal Tourism Destinations. 2025, google-maps-indonesia-coastal-tourism-reviews-sentiment.echo.directory/.