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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_1add3124ae6bbd1764f594f07af0c33e"
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 Department of Statistics. (2023). Resident Students Aged 5 Years and Over by Usual Mode of Transport to School, Monthly Household Income from Work and Sex (General Household Survey 2015) (2025) [Dataset]. data.gov.sg. Retrieved January 3, 2026 from https://data.gov.sg/datasets/d_1add3124ae6bbd1764f594f07af0c33e/view

Data explorer

ResidentStudentsAged5YearsandOverbyUsualModeofTransporttoSchoolMonthlyHouseholdIncomefromWorkandSexGeneralHouseholdSurvey2015.csv (9 rows, 4.6 KB)

Thousands Text	(Total) Total Numeric	(Total) Males Numeric	(Total) Females Numeric	(No Working Person) Total Numeric	(No Working Person) Males Numeric	(No Working Person) Females Numeric	(Below $1,000) Total Numeric	(Below $1,000) Males Numeric	(Below $1,000) Females Numeric	($1,000 - $1,999) Total Numeric	($1,000 - $1,999) Males Numeric	($1,000 - $1,999) Females Numeric	($2,000 - $2,999) Total Numeric	($2,000 - $2,999) Males Numeric	($2,000 - $2,999) Females Numeric	($3,000 - $3,999) Total Numeric	($3,000 - $3,999) Males Numeric	($3,000 - $3,999) Females Numeric	($4,000 - $4,999) Total Numeric	($4,000 - $4,999) Males Numeric	($4,000 - $4,999) Females Numeric	($5,000 - $5,999) Total Numeric	($5,000 - $5,999) Males Numeric	($5,000 - $5,999) Females Numeric	($6,000 - $6,999) Total Numeric	($6,000 - $6,999) Males Numeric	($6,000 - $6,999) Females Numeric	($7,000 - $7,999) Total Numeric	($7,000 - $7,999) Males Numeric	($7,000 - $7,999) Females Numeric	($8,000 - $8,999) Total Numeric	($8,000 - $8,999) Males Numeric	($8,000 - $8,999) Females Numeric	($9,000 - $9,999) Total Numeric	($9,000 - $9,999) Males Numeric	($9,000 - $9,999) Females Numeric	($10,000 - $10,999) Total Numeric	($10,000 - $10,999) Males Numeric	($10,000 - $10,999) Females Numeric	($11,000 - $11,999) Total Numeric	($11,000 - $11,999) Males Numeric	($11,000 - $11,999) Females Numeric	($12,000 - $12,999) Total Numeric	($12,000 - $12,999) Males Numeric	($12,000 - $12,999) Females Numeric	($13,000 - $13,999) Total Numeric	($13,000 - $13,999) Males Numeric	($13,000 - $13,999) Females Numeric	($14,000 - $14,999) Total Numeric	($14,000 - $14,999) Males Numeric	($14,000 - $14,999) Females Numeric	($15,000 - $17,499) Total Numeric	($15,000 - $17,499) Males Numeric	($15,000 - $17,499) Females Numeric	($17,500 - $19,999) Total Numeric	($17,500 - $19,999) Males Numeric	($17,500 - $19,999) Females Numeric	($20,000 & Over) Total Numeric	($20,000 & Over) Males Numeric	($20,000 & Over) Females Numeric
(Null)0.0%	(Null)0.0%	(Null)0.0%	(Null)0.0%	(Null)0.0%	(Null)0.0%	(Null)0.0%	(Null)0.0%	(Null)0.0%	(Null)0.0%	(Null)0.0%	(Null)0.0%	(Null)0.0%	(Null)0.0%	(Null)0.0%	(Null)0.0%	(Null)0.0%	(Null)0.0%	(Null)0.0%	(Null)0.0%	(Null)0.0%	(Null)0.0%	(Null)0.0%	(Null)0.0%	(Null)0.0%	(Null)0.0%	(Null)0.0%	(Null)0.0%	(Null)0.0%	(Null)0.0%	(Null)0.0%	(Null)0.0%	(Null)0.0%	(Null)0.0%	(Null)0.0%	(Null)0.0%	(Null)0.0%	(Null)0.0%	(Null)0.0%	(Null)0.0%	(Null)0.0%	(Null)0.0%	(Null)0.0%	(Null)0.0%	(Null)0.0%	(Null)0.0%	(Null)0.0%	(Null)0.0%	(Null)0.0%	(Null)0.0%	(Null)0.0%	(Null)0.0%	(Null)0.0%	(Null)0.0%	(Null)0.0%	(Null)0.0%	(Null)0.0%	(Null)0.0%	(Null)0.0%	(Null)0.0%	(Null)0.0%
Total	761.6	387.9	373.7	15.9	7.9	8	6.8	3.7	3.1	25.6	13.4	12.2	38.1	19.9	18.2	42	22	20.1	49.4	22.4	27	45.9	22.9	23	48.1	26	22.1	49.3	25	24.3	47.7	24.4	23.3	43.1	22.1	21	38.5	19.3	19.2	34.1	18.3	15.8	31.5	15	16.5	21.9	11.4	10.5	24.5	13.1	11.3	44.9	23.9	21.1	33.3	16.8	16.5	121	60.5	60.5
Public Bus Only	179	92.3	86.7	4.3	2.3	2	2.3	1.2	1.1	10.1	5.3	4.8	12.1	6.9	5.2	13.3	7.2	6.1	14.9	6.8	8.1	13.1	6.5	6.7	12.5	6.9	5.6	14	7.4	6.6	12.7	6.4	6.2	9.2	4.5	4.6	9.1	4.5	4.6	7.4	4.1	3.3	5.8	3.1	2.7	4.4	2.4	2	5.2	2.4	2.7	7.3	4	3.3	5	2.5	2.6	16.4	8.1	8.3
MRT Only	48.6	26.6	21.9	0.7	0.3	0.4	0.4	0.2	0.2	1.6	0.9	0.7	2.1	1.2	0.9	2.9	1.8	1.1	3.4	1.9	1.5	3.1	1.7	1.4	3.2	1.6	1.6	2.9	1.7	1.2	3.3	1.6	1.7	3	1.9	1.1	2.3	1.2	1.1	2.2	1.1	1.1	2.7	1.3	1.4	1.5	0.9	0.6	1.5	0.8	0.7	2.7	1.4	1.3	2.1	1.1	1	7.1	4	3.1
MRT & Public Bus Only	157.8	75.9	81.9	3.2	1.8	1.4	1.7	0.9	0.8	4.8	2.2	2.6	8.3	3.8	4.5	8.9	4.7	4.1	11.6	4.7	6.8	10.4	4.7	5.7	10.2	5.4	4.8	9.8	3.9	5.9	10.2	5.1	5.1	9.9	4.8	5.1	8	4.1	3.9	7.8	4	3.8	6.7	3.1	3.7	4.6	1.9	2.7	5.1	2.6	2.5	9.5	5.1	4.4	6.7	3.4	3.3	20.4	9.6	10.8
Other Combinations Of MRT Or Public Bus	34.4	18.1	16.3	0.8	0.5	0.3	0.3	0.2	0.1	0.5	0.2	0.3	1.4	0.7	0.7	1.2	0.5	0.7	1.5	0.6	0.8	1.2	0.7	0.5	1.2	0.6	0.6	1.8	0.8	1	2.1	1.1	1	1.6	0.8	0.8	1.9	1	1	1.4	0.8	0.6	1.5	0.7	0.8	1.2	0.8	0.5	1.2	0.8	0.4	2.7	1.5	1.2	2.3	1.2	1.1	8.5	4.6	3.9
Car Only	82.7	40.3	42.4	1.7	0.7	1.1	0.3	0.1	0.2	0.9	0.4	0.4	1.7	0.6	1.1	1.9	0.7	1.1	2	1.1	0.9	2.4	1	1.3	2.4	1.4	1	2.6	1.4	1.1	2.8	1.4	1.4	3.4	1.7	1.7	3.6	1.9	1.7	3.6	1.8	1.8	3.6	1.9	1.8	2.8	1.5	1.3	3.2	1.7	1.5	7.2	3.6	3.5	6.7	2.9	3.8	30	14.4	15.6
Private Chartered Bus/Van Only	64.6	31.3	33.3	1	0.5	0.5	0.1	0.1	0	1	0.6	0.4	1.7	0.9	0.8	2.2	0.9	1.3	1.7	0.6	1.1	2.1	1.3	0.8	3	1.3	1.7	3.5	1.6	2	3	1.7	1.4	2.6	1.1	1.5	2.9	1.5	1.3	2.7	1.2	1.5	3.1	1.3	1.8	1.8	0.8	1	2.1	1.2	0.8	5.5	2.6	3	3.3	1.5	1.9	21.1	10.6	10.5
Others	10.8	7.2	3.7	0.2	0.2	0	0	0	0	0.8	0.7	0.1	0.9	0.4	0.5	0.9	0.6	0.4	0.8	0.5	0.4	0.8	0.5	0.3	0.7	0.7	0.1	0.9	0.8	0.1	0.9	0.5	0.4	0.6	0.4	0.2	0.3	0	0.2	0.3	0.2	0	0.4	0.1	0.2	0.3	0.3	0	0.4	0.3	0.1	0.4	0.4	0	0.3	0	0.2	0.9	0.5	0.3
No Transport Required	183.8	96.2	87.6	4	1.6	2.4	1.6	0.9	0.7	5.9	3.1	2.8	9.9	5.3	4.6	10.9	5.6	5.3	13.6	6.3	7.3	12.8	6.6	6.2	14.9	8.1	6.8	13.8	7.4	6.4	12.7	6.7	6	12.8	6.8	6	10.4	5.2	5.3	8.7	5	3.7	7.5	3.5	4.1	5.3	2.8	2.5	5.8	3.2	2.5	9.7	5.3	4.4	6.8	4.2	2.6	16.6	8.6	8

Column legend

Title	Column name	Data type	Unit of measure	Description
Thousands	Thousands	Text	Thousands	-
(Total) Total	Total_Total	Numeric	Thousands	-
(Total) Males	Total_Males	Numeric	Thousands	-
(Total) Females	Total_Females	Numeric	Thousands	-
(No Working Person) Total	NoWorkingPerson_Total	Numeric	Thousands	-
(No Working Person) Males	NoWorkingPerson_Males	Numeric	Thousands	-
(No Working Person) Females	NoWorkingPerson_Females	Numeric	Thousands	-
(Below $1,000) Total	Below_1_000_Total	Numeric	Thousands	-
(Below $1,000) Males	Below_1_000_Males	Numeric	Thousands	-
(Below $1,000) Females	Below_1_000_Females	Numeric	Thousands	-

Resident Students Aged 5 Years and Over by Usual Mode of Transport to School, Monthly Household Income from Work and Sex (General Household Survey 2015)

Sample OpenAPI query

Citation

About this dataset

Contact

Created on

Licence

Agency

Resident Students Aged 5 Years and Over by Usual Mode of Transport to School, Monthly Household Income from Work and Sex (General Household Survey 2015)

Resident Students Aged 5 Years and Over by Usual Mode of Transport to School, Monthly Household Income from Work and Sex (General Household Survey 2015)

Sample OpenAPI query

Citation

About this dataset

Contact

Created on

Licence

Agency

Data explorer

ResidentStudentsAged5YearsandOverbyUsualModeofTransporttoSchoolMonthlyHouseholdIncomefromWorkandSexGeneralHouseholdSurvey2015.csv (9 rows, 4.6 KB)

Column legend

Analyse this dataset with Colab Notebook