{"url":"/dataset/replication-data-for-singapore-soundscape","name":"Replication Data for: Singapore Soundscape Site Selection Survey (S5)","full_name":"Identification of Characteristic Soundscapes of Singapore via Weighted k-means Clustering","description_markdown":"This dataset contains the data used for all statistical analysis in our publication \"Singapore Soundscape Site Selection Survey (S5): Identification of Characteristic Soundscapes of Singapore via Weighted k-means Clustering\", summarised in a single .csv file.\r\n\r\nFor more details on the study methodology, please refer to our manuscript:\r\n\r\nOoi, K.; Lam, B.; Hong, J.; Watcharasupat, K. N.; Ong, Z.-T.; Gan, W.-S. Singapore Soundscape Site Selection Survey (S5): Identification of Characteristic Soundscapes of Singapore via Weighted k-means Clustering. Sustainability, 2022.\r\n\r\nFor our replication code utilising this data, please refer to our Github repository: https://github.com/ntudsp/singapore-soundscape-site-selection-survey\r\n\r\nA short explanation of the columns in the .csv file is as follows:\r\nFull of life & exciting [Latitude]: The latitude, in degrees, of the location chosen by the participant as \"Full of life & exciting\".\r\nFull of life & exciting [Longitude]: The longitude, in degrees, of the location chosen by the participant as \"Full of life & exciting\".\r\nFull of life & exciting [# times visited]: The number of times that the participant had visited the chosen location they considered \"Full of life & exciting\" before, as reported by the participant.\r\nFull of life & exciting [Duration]: The average duration per visit to the chosen location the participant considered \"Full of life & exciting\", as reported by the participant.\r\nChaotic & restless [Latitude]: The latitude, in degrees, of the location chosen by the participant as \"Chaotic & restless\".\r\nChaotic & restless [Longitude]: The longitude, in degrees, of the location chosen by the participant as \"Chaotic & restless\".\r\nChaotic & restless [# times visited]: The number of times that the participant had visited the chosen location they considered \"Chaotic & restless\" before, as reported by the participant.\r\nChaotic & restless [Duration]: The average duration per visit to the chosen location the participant considered \"Chaotic & restless\", as reported by the participant.\r\nCalm & tranquil [Latitude]: The latitude, in degrees, of the location chosen by the participant as \"Calm & tranquil\".\r\nCalm & tranquil [Longitude]: The longitude, in degrees, of the location chosen by the participant as \"Calm & tranquil\".\r\nCalm & tranquil [# times visited]: The number of times that the participant had visited the chosen location they considered \"Calm & tranquil\" before, as reported by the participant.\r\nCalm & tranquil [Duration]: The average duration per visit to the chosen location the participant considered \"Calm & tranquil\", as reported by the participant.\r\nBoring & lifeless [Latitude]: The latitude, in degrees, of the location chosen by the participant as \"Boring & lifeless\".\r\nBoring & lifeless [Longitude]: The longitude, in degrees, of the location chosen by the participant as \"Boring & lifeless\".\r\nBoring & lifeless [# times visited]: The number of times that the participant had visited the chosen location they considered \"Boring & lifeless\" before, as reported by the participant.\r\nBoring & lifeless [Duration]: The average duration per visit to the chosen location the participant considered \"Boring & lifeless\", as reported by the participant.","description_withheld":null,"homepage":"https://doi.org/10.21979/N9/BBBPMO","introduced_date":"2022-06-08","introduced_date_note":null,"introduced_by":{"paper":"/paper/singapore-soundscape-site-selection-survey-s5","title":"Singapore Soundscape Site Selection Survey (S5): Identification of Characteristic Soundscapes of Singapore via Weighted k-means Clustering","first_author":"Kenneth Ooi","url":null},"license":{"name":"CC BY-NC-ND","url":"https://creativecommons.org/licenses/by-nc-nd/4.0/"},"modalities":[{"name":"Texts","url":"/datasets/modality/texts"}],"tasks":[{"name":"Unsupervised Spatial Clustering","url":"/task/unsupervised-spatial-clustering","datasets_with_task":"/datasets/task/unsupervised-spatial-clustering"}],"languages":[{"name":"English","url":"/datasets/language/english"}],"variants":["Replication Data for: Singapore Soundscape Site Selection Survey (S5)"],"data_loaders":[],"num_papers_in_archive":1,"source":{"archive":"pwc-archive (Hugging Face), CC BY-SA 4.0","snapshot":"2025-07-28"},"benchmarks":[],"papers_with_a_benchmark_row":[],"syntology_totals":{"read_at":"2026-09-24T18:15:14+00:00","papers_with_samples":0,"samples_harvested":0,"samples_ran":0,"samples_unverified":0,"pointer_only_for_licence":0,"papers_with_no_sample_that_ran":0,"note":"the per-paper counts above, summed; not a rate"},"papers_note":"The archive never published its papers-using-dataset list; these are papers with a leaderboard row on this dataset's benchmarks."}