Summary Of Characteristics Of IVA From Selected Markets-Visitor Days, Monthly

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Data explorer

SummaryOfCharacteristicsOfIVAFromSelectedMarketsVisitorDaysMonthly.csv (828 rows, 24.6 KB)

Month Month (YYYY-MM)	Region Text	Country of Residence Text	Visitor Days Numeric
(Null)0.0%	(Null)0.0%	(Null)0.0%	(Null)0.0%
2013-01	AFRICA	South Africa (Rep of)	13628
2013-02	AFRICA	South Africa (Rep of)	6196
2013-03	AFRICA	South Africa (Rep of)	9336
2013-04	AFRICA	South Africa (Rep of)	7229
2013-05	AFRICA	South Africa (Rep of)	8378
2013-06	AFRICA	South Africa (Rep of)	10088
2013-07	AFRICA	South Africa (Rep of)	9490
2013-08	AFRICA	South Africa (Rep of)	7374
2013-09	AFRICA	South Africa (Rep of)	12390
2013-10	AFRICA	South Africa (Rep of)	7109

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Title	Column name	Data type	Unit of measure	Description
Month	period	Month (YYYY-MM)	-	-
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.
Visitor Days	vdays	Numeric	No. of Days	-

Sample OpenAPI query

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import requests
          
dataset_id = "d_476b58e529d631639e4f055fe444de55"
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). Summary Of Characteristics Of IVA From Selected Markets-Visitor Days, Monthly (2024) [Dataset]. data.gov.sg. Retrieved September 9, 2026 from https://data.gov.sg/datasets/d_476b58e529d631639e4f055fe444de55/view

Visitor days by Month

Data explorer

SummaryOfCharacteristicsOfIVAFromSelectedMarketsVisitorDaysMonthly.csv (828 rows, 24.6 KB)

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Sample OpenAPI query

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