A Singapore Government Agency Website

How to identify

Official website links end with .gov.sg

Government agencies communicate via .gov.sg websites (e.g. go.gov.sg/open). Trusted websites

Secure websites use HTTPS

Look for a lock () or https:// as an added precaution. Share sensitive information only on official, secure websites.

Scam alert

Government officers will never ask you to send money or share your details over the phone. When unsure, hang up and call Scamshield at 1799.

Collection: Total Loans to Non-Bank Customers

Dataset: Total Loans to Non-Bank Customers by Type

Economy

Total Loans to Non-Bank Customers by Type

MAS (Monetary Authority of Singapore)

This shows the total loans by customer type at the end of each month.

Data from Mar 2004 to Aug 2015

Last updated 6 Jun 2024

Total loans by Month

Data explorer

TotalLoanstoNonBankCustomersbyType.csv (1.9K rows, 109.4 KB)

Month Month (YYYY-MM)	Level 1 Text	Level 2 Text	Total Loans Numeric
(Null)0.0%	(Null)0.0%	(Null)0.0%	(Null)0.0%
2004-03	Business	Agriculture, Mining and Quarrying	2484.6
2004-03	Business	Manufacturing	27557.8
2004-03	Business	Building and Construction	29724.9
2004-03	Business	General Commerce	30577.5
2004-03	Business	Transport, Storage and Communication	25227.6
2004-03	Business	Business Services	4740.1
2004-03	Business	Financial Institutions	50708.9
2004-03	Business	Professional and Private Individuals - Business Purposes	4112.3
2004-03	Business	Others	20586.3
2004-03	Consumer	Housing and Bridging Loans	55419.4

Column legend

Title	Column name	Data type	Unit of measure	Description
Month	month	Month (YYYY-MM)	-	-
Level 1	level_1	Text	-	Denotes whether the loans are for Business or Consumer.
Level 2	level_2	Text	-	Breakdowns of the Level 1 categories.
Total Loans	total_loans	Numeric	S$ Million	-

Analyse this dataset with Colab Notebook

1. Copy this dataset ID: d_c2e116320c9d36f6ea6cdd82fb763de2
2. Click on the button below

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.

Adding an API key gives you higher rate limits and priority support. Log in to create your API key.

import requests
          
dataset_id = "d_c2e116320c9d36f6ea6cdd82fb763de2"
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.

Monetary Authority of Singapore. (2015). Total Loans to Non-Bank Customers by Type (2024) [Dataset]. data.gov.sg. Retrieved September 9, 2026 from https://data.gov.sg/datasets/d_c2e116320c9d36f6ea6cdd82fb763de2/view

About this dataset

Contact

feedback@data.gov.sg

Created on

15 Oct 2015

Licence

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

Agency

MAS (Monetary Authority of Singapore)