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27 datasets found

Economy

Overseas Visitors Survey Visitors' Profile Data - Accommodation

Data from Jan 2013 to Dec 2014Updated 9 months ago

STB (Singapore Tourism Board)

Data explorer

OverseasVisitorsSurveyVisitorsProfileDataAccommodation.csv (46 rows, 1.5 KB)

Year Year (YYYY)	Region Text	Country of Residence Text	Hotel Numeric (Percentage)	Residence Of Friends/ Relatives Numeric (Percentage)	Others Numeric (Percentage)
(Null)0.0%	(Null)0.0%	(Null)0.0%	(Null)0.0%	(Null)0.0%	(Null)0.0%
2013	TOTAL	TOTAL	65	18	18
2013	SOUTHEAST ASIA	INDONESIA	58	22	20
2013	SOUTHEAST ASIA	MALAYSIA	54	31	15
2013	SOUTHEAST ASIA	PHILIPPINES	47	34	18
2013	SOUTHEAST ASIA	THAILAND	72	16	12
2013	SOUTHEAST ASIA	VIETNAM	64	20	17
2013	NORTH ASIA	CHINA	72	17	11
2013	NORTH ASIA	TAIWAN	73	8	19
2013	NORTH ASIA	HONG KONG	73	10	17
2013	NORTH ASIA	JAPAN	79	9	13

Column legend

Title	Column name	Data type	Unit of measure	Description
Year	period	Year (YYYY)	-	-
Region	region	Text	-	-
Country of Residence	cor	Text	-	All visitors are classified by country of residence unless otherwise stated. Total international visitor arrivals include all visitors coming by air and sea and non-Malaysian citizens coming by land.
Hotel	hotel	Numeric (Percentage)	-	Figures exclude FORMULA 1™ visitors’ profile.
Residence Of Friends/ Relatives	friends_relatives	Numeric (Percentage)	-	Figures exclude FORMULA 1™ visitors’ profile.
Others	others	Numeric (Percentage)	-	Figures exclude FORMULA 1™ visitors’ profile.

Analyse this dataset with Colab Notebook

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Sample OpenAPI query

This code can be used to test a sample API query. It retrieves the data catalogue of this dataset. For a complete guide on query parameters and syntax, please refer to the API documentation. Try it out on your browser to see the response schema.

import requests
          
dataset_id = "d_2b7376e822d2bdc2974f5cdf1709bc24"
url = "https://data.gov.sg/api/action/datastore_search?resource_id="  + dataset_id 
        
response = requests.get(url)
print(response.json())

Citation

This dataset can be reused and cited in research publications.

Singapore Tourism Board. (2016). Overseas Visitors Survey Visitors' Profile Data - Accommodation (2024) [Dataset]. data.gov.sg. Retrieved March 12, 2025 from https://data.gov.sg/datasets/d_2b7376e822d2bdc2974f5cdf1709bc24/view

About this dataset

Contact

feedback@data.gov.sg

Created on

10 Jul 2016

Licence

Free forever for personal or commercial use, under the Open Data Licence.

Agency

STB (Singapore Tourism Board)

Overseas Visitors Survey Visitors' Profile Data - Accommodation

Data explorer

OverseasVisitorsSurveyVisitorsProfileDataAccommodation.csv (46 rows, 1.5 KB)

Column legend

Analyse this dataset with Colab Notebook

Sample OpenAPI query

Citation

About this dataset

Contact

Created on

Licence

Agency

Citation

Sample OpenAPI query

Data explorer

OverseasVisitorsSurveyVisitorsProfileDataAccommodation.csv (46 rows, 1.5 KB)

Column legend

Analyse this dataset with Colab Notebook

Hotel, Residence of friends relatives, Others by Year