|
View: |
Part 1: Document Description
|
|
Citation |
|
|---|---|
|
Title: |
Replication Data for: Singapore Soundscape Site Selection Survey (S5): Identification of Characteristic Soundscapes of Singapore via Weighted k-means Clustering |
|
Identification Number: |
doi:10.21979/N9/BBBPMO |
|
Distributor: |
DR-NTU (Data) |
|
Date of Distribution: |
2022-06-14 |
|
Version: |
1 |
|
Bibliographic Citation: |
Ooi, Kenneth; Lam, Bhan; Hong, Joo Young; Watcharasupat, Karn N.; Ong, Zhen-Ting; Gan, Woon-Seng, 2022, "Replication Data for: Singapore Soundscape Site Selection Survey (S5): Identification of Characteristic Soundscapes of Singapore via Weighted k-means Clustering", https://doi.org/10.21979/N9/BBBPMO, DR-NTU (Data), V1, UNF:6:KzYyK4KiBnggaHuk9R2Lpg== [fileUNF] |
|
Citation |
|
|
Title: |
Replication Data for: Singapore Soundscape Site Selection Survey (S5): Identification of Characteristic Soundscapes of Singapore via Weighted k-means Clustering |
|
Identification Number: |
doi:10.21979/N9/BBBPMO |
|
Authoring Entity: |
Ooi, Kenneth (Nanyang Technological University) |
|
Lam, Bhan (Nanyang Technological University) |
|
|
Hong, Joo Young (Chungnam National University) |
|
|
Watcharasupat, Karn N. (Nanyang Technological University) |
|
|
Ong, Zhen-Ting (Nanyang Technological University) |
|
|
Gan, Woon-Seng (Nanyang Technological University) |
|
|
Software used in Production: |
Python |
|
Grant Number: |
Cities of Tomorrow R&D Programme (CoT Award: COT-V4-2020-1) |
|
Grant Number: |
Cities of Tomorrow R&D Programme (CoT Award: COT-V4-2020-1) |
|
Distributor: |
DR-NTU (Data) |
|
Access Authority: |
Ooi, Kenneth |
|
Depositor: |
Ooi, Kenneth Wen Rui |
|
Date of Deposit: |
2022-06-08 |
|
Holdings Information: |
https://doi.org/10.21979/N9/BBBPMO |
|
Study Scope |
|
|
Keywords: |
Engineering, Physics, Engineering, Physics, soundscape, soundscape mapping, soundscape clustering, ecological validity |
|
Abstract: |
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. <br><br> For more details on the study methodology, please refer to our manuscript: <br><br> Ooi, 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. <i>Sustainability</i>, 2022. <br><br> For our replication code utilising this data, please refer to our Github repository: <a href="https://github.com/ntudsp/singapore-soundscape-site-selection-survey">https://github.com/ntudsp/singapore-soundscape-site-selection-survey</a> <br><br> A short explanation of the columns in the .csv <tt>f</tt>ile is as follows: <br> <ul> <li>Full of life & exciting [Latitude]: The latitude, in degrees, of the location chosen by the participant as "Full of life & exciting".</li> <li>Full of life & exciting [Longitude]: The longitude, in degrees, of the location chosen by the participant as "Full of life & exciting".</li> <li>Full 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.</li> <li>Full 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.</li> <li>Chaotic & restless [Latitude]: The latitude, in degrees, of the location chosen by the participant as "Chaotic & restless".</li> <li>Chaotic & restless [Longitude]: The longitude, in degrees, of the location chosen by the participant as "Chaotic & restless".</li> <li>Chaotic & 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.</li> <li>Chaotic & restless [Duration]: The average duration per visit to the chosen location the participant considered "Chaotic & restless", as reported by the participant.</li> <li>Calm & tranquil [Latitude]: The latitude, in degrees, of the location chosen by the participant as "Calm & tranquil".</li> <li>Calm & tranquil [Longitude]: The longitude, in degrees, of the location chosen by the participant as "Calm & tranquil".</li> <li>Calm & 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.</li> <li>Calm & tranquil [Duration]: The average duration per visit to the chosen location the participant considered "Calm & tranquil", as reported by the participant.</li> <li>Boring & lifeless [Latitude]: The latitude, in degrees, of the location chosen by the participant as "Boring & lifeless".</li> <li>Boring & lifeless [Longitude]: The longitude, in degrees, of the location chosen by the participant as "Boring & lifeless".</li> <li>Boring & 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.</li> <li>Boring & lifeless [Duration]: The average duration per visit to the chosen location the participant considered "Boring & lifeless", as reported by the participant.</li> </ul> |
|
Date of Collection: |
2021-07-01-2021-07-31 |
|
Country: |
Singapore |
|
Geographic Coverage: |
Singapore, Singapore |
|
Kind of Data: |
Survey data |
|
Methodology and Processing |
|
|
Sources Statement |
|
|
Data Access |
|
|
Other Study Description Materials |
|
|
Related Publications |
|
|
Citation |
|
|
Identification Number: |
10.3390/su14127485 |
|
Bibliographic Citation: |
Ooi, K., Lam, B., Hong, J. Y., Watcharasupat, K. N., Ong, Z. T., & Gan, W. S. (2022). Singapore Soundscape Site Selection Survey (S5): Identification of Characteristic Soundscapes of Singapore via Weighted k-Means Clustering. Sustainability, 14(12), 7485. |
|
Citation |
|
|
Identification Number: |
10356/164940 |
|
Bibliographic Citation: |
Ooi, K., Lam, B., Hong, J. Y., Watcharasupat, K. N., Ong, Z. T., & Gan, W. S. (2022). Singapore Soundscape Site Selection Survey (S5): Identification of Characteristic Soundscapes of Singapore via Weighted k-means Clustering. Sustainability, 14(12), 7485-. |
|
File Description--f92054 |
|
|
File: latlng.tab |
|
|
|
|
Notes: |
UNF:6:KzYyK4KiBnggaHuk9R2Lpg== |
|
List of Variables: |
|
|
Variables |
|
|
f92054 Location: |
Summary Statistics: Valid 402.0; Mean 1.3504316272295769; Min. 1.2445733143725792; StDev 0.04789979163513892; Max. 1.4627879999345614 Variable Format: numeric Notes: UNF:6:JWV3ivhNb0E+2FZ4F1RhNQ== |
|
f92054 Location: |
Summary Statistics: Max. 103.9914004104004; StDev 0.07229370175365829; Min. 103.63514381964112; Mean 103.84386719504523; Valid 402.0 Variable Format: numeric Notes: UNF:6:Y5U0w11uD3vaMNV6bcF0Mg== |
|
f92054 Location: |
Summary Statistics: Valid 402.0; Min. 1.0; Mean 3.0746268656716413; StDev 1.2511951334303641; Max. 4.0 Variable Format: numeric Notes: UNF:6:IIwnZYU8J0PTRs70E0jkIQ== |
|
f92054 Location: |
Summary Statistics: Max. 480.0; StDev 76.14171565625917; Valid 402.0; Min. 10.0; Mean 98.87437810945276; Variable Format: numeric Notes: UNF:6:SCf24OSNAi2lmc4voSGESg== |
|
f92054 Location: |
Summary Statistics: Mean 1.3498443366987418; StDev 0.047917044923246985; Max. 1.4540519461358086; Valid 402.0; Min. 1.26245102655068 Variable Format: numeric Notes: UNF:6:VF8pmVBiUf2hlWOnRN0ECQ== |
|
f92054 Location: |
Summary Statistics: StDev 0.07112742030392336; Mean 103.84088857646165; Valid 402.0; Min. 103.63463932006836; Max. 103.9925162093506; Variable Format: numeric Notes: UNF:6:fyUkCHvUPZLZ28KhOQq4kw== |
|
f92054 Location: |
Summary Statistics: StDev 1.3409942319802648; Min. 1.0; Mean 2.820895522388059; Max. 4.0; Valid 402.0 Variable Format: numeric Notes: UNF:6:xc6JaOqAk8Ws50jGl948tg== |
|
f92054 Location: |
Summary Statistics: Valid 402.0; Mean 58.95273631840797; Min. 0.0; Max. 800.0; StDev 75.38324529229372; Variable Format: numeric Notes: UNF:6:ikLxdjw98x84cWbqrNyQNA== |
|
f92054 Location: |
Summary Statistics: Min. 1.2737864; Max. 1.4636245762748836; Mean 1.3589146976725777; Valid 402.0; StDev 0.05408508970186049 Variable Format: numeric Notes: UNF:6:4H55GzKJ4EC3E0YTvWFNLQ== |
|
f92054 Location: |
Summary Statistics: StDev 0.08080740160480658; Min. 103.6339522; Valid 402.0; Mean 103.84323631448245; Max. 104.00526206658937 Variable Format: numeric Notes: UNF:6:LdOXmX8J/6++MTOrJBkT2w== |
|
f92054 Location: |
Summary Statistics: Valid 402.0; Max. 4.0; StDev 1.3681693775133188; Mean 2.656716417910448; Min. 1.0 Variable Format: numeric Notes: UNF:6:AH520oeBHA8rT1u/AJAn2A== |
|
f92054 Location: |
Summary Statistics: StDev 94.59988752828023; Min. 1.0; Valid 402.0; Max. 1200.0; Mean 99.65671641791042; Variable Format: numeric Notes: UNF:6:nI3DsHTaVmFoQahRN1BCVQ== |
|
f92054 Location: |
Summary Statistics: Mean 1.3512854595461166; Valid 402.0; Max. 1.4629167040072184; Min. 1.2387191247064424; StDev 0.053281056572671265 Variable Format: numeric Notes: UNF:6:7iamW54XfZ7fJyCKvFiqig== |
|
f92054 Location: |
Summary Statistics: StDev 0.08633911332429604; Min. 103.61501492963866; Valid 402.0; Mean 103.83229541547337; Max. 104.02418773339843 Variable Format: numeric Notes: UNF:6:TolZ+Yw8a8wRMsbKaUkeFQ== |
|
f92054 Location: |
Summary Statistics: Min. 1.0; StDev 1.3098158924968464; Valid 402.0; Max. 4.0; Mean 2.111940298507463 Variable Format: numeric Notes: UNF:6:hj/mZ3pu6iYokpXlwaNh0g== |
|
f92054 Location: |
Summary Statistics: Valid 402.0; Max. 600.0; StDev 65.72961624587982; Mean 39.96019900497511; Min. 0.0 Variable Format: numeric Notes: UNF:6:Vu/01QH0QdlSW9zFjjunMw== |