Summary Of Characteristics Of IVA From Selected Markets-Mode of Arrival, Monthly

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Data explorer

SummaryOfCharacteristicsOfIVAFromSelectedMarketsModeofArrivalMonthly.csv (2.6K rows, 84.2 KB)

Month Month (YYYY-MM)	Region Text	Country of Residence Text	Mode of Arrival Text	International Visitor Arrivals Numeric
(Null)0.0%	(Null)0.0%	(Null)0.0%	(Null)0.0%	(Null)0.0%
2013-01	Total	Total	Air	984350
2013-01	Total	Total	Sea	129074
2013-01	Total	Total	Land	178294
2013-02	Total	Total	Air	916372
2013-02	Total	Total	Sea	125634
2013-02	Total	Total	Land	179359
2013-03	Total	Total	Air	1026312
2013-03	Total	Total	Sea	143194
2013-03	Total	Total	Land	199385
2013-04	Total	Total	Air	966170

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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.
Mode of Arrival	moa	Text	-	-
International Visitor Arrivals	arv_count	Numeric	No. of Arrivals	-

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.

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import requests
          
dataset_id = "d_99d13ee1f0e8ea7738ae0d3de1a74951"
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-Mode of Arrival, Monthly (2024) [Dataset]. data.gov.sg. Retrieved September 9, 2026 from https://data.gov.sg/datasets/d_99d13ee1f0e8ea7738ae0d3de1a74951/view

International visitor arrivals by Month

Data explorer

SummaryOfCharacteristicsOfIVAFromSelectedMarketsModeofArrivalMonthly.csv (2.6K rows, 84.2 KB)

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Sample OpenAPI query

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