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.

6 datasets found

Research and Development Manpower Full Time Equivalence by Sector

Data from Jan 2010 to Dec 2018Updated 9 months ago

A*STAR (Agency For Science, Technology and Research)

Data explorer

ResearchandDevelopmentManpowerFullTimeEquivalencebySector.csv (225 rows, 10.1 KB)

Year Year (YYYY)	Sector Text	Type of rnd manpower Text	Full Time Equivalence Numeric
(Null)0.0%	(Null)0.0%	(Null)0.0%	(Null)0.0%
2018	Private Sector	PhD	1766.2
2018	Private Sector	Masters	5069.7
2018	Private Sector	Bachelors	11731.2
2018	Private Sector	Non Degree	1639.6
2018	Private Sector	Technicians	1128.9
2018	Private Sector	Other Supporting Staff	1800.1
2018	Government Sector	PhD	483.7
2018	Government Sector	Masters	703.0
2018	Government Sector	Bachelors	1182.6
2018	Government Sector	Non Degree	131.6

Column legend

Title	Column name	Data type	Unit of measure	Description
Year	year	Year (YYYY)	-	-
Sector	sector	Text	-	-
Type of rnd manpower	type_of_rnd_manpower	Text	-	-
Full Time Equivalence	fte	Numeric	Full Time Equivalence	-

Analyse this dataset with Colab Notebook

1. Copy this dataset ID: d_9bad05d1afb13f6a11c243fd65f1d0f1
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.

import requests
          
dataset_id = "d_9bad05d1afb13f6a11c243fd65f1d0f1"
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.

Agency For Science, Technology and Research. (2016). Research and Development Manpower Full Time Equivalence by Sector (2024) [Dataset]. data.gov.sg. Retrieved March 13, 2025 from https://data.gov.sg/datasets/d_9bad05d1afb13f6a11c243fd65f1d0f1/view

About this dataset

Contact

feedback@data.gov.sg

Created on

07 Oct 2016

Licence

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

Agency

A*STAR (Agency For Science, Technology and Research)

Research and Development Manpower Full Time Equivalence by Sector

Data explorer

ResearchandDevelopmentManpowerFullTimeEquivalencebySector.csv (225 rows, 10.1 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

ResearchandDevelopmentManpowerFullTimeEquivalencebySector.csv (225 rows, 10.1 KB)

Column legend

Analyse this dataset with Colab Notebook

Full time equivalence by Year