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Collection: Business Expectations Of The Manufacturing Sector, Quarterly

Dataset: Business Expectations for the Next Three and Six Months, Manufacturing clusters

Economy

Business Expectations for the Next Three and Six Months, Manufacturing clusters

EDB (Economic Development Board)

Last updated 6 Jun 2024

Numbers Employed (Forecast for Next 3 Months), by Manufacturing clusters

Data explorer

BusinessExpectationsfortheNextThreeandSixMonthsManufacturingclusters.csv (16.7K rows, 1.3 MB)

Quarter
Quarter (Q)
Variables
Text
Manufacturing Clusters
Text
Net Weighted Balance
Numeric
(Null)0.0%
(Null)0.0%
(Null)0.0%
(Null)69.3%
1970-Q1General Business Expectations (Forecast For Next 6 Months)Electronicsna
1970-Q1General Business Expectations (Forecast For Next 6 Months)Chemicalsna
1970-Q1General Business Expectations (Forecast For Next 6 Months)Biomedical Manufacturingna
1970-Q1General Business Expectations (Forecast For Next 6 Months)Precision Engineeringna
1970-Q1General Business Expectations (Forecast For Next 6 Months)Transport Engineeringna
1970-Q1General Business Expectations (Forecast For Next 6 Months)General Manufacturing Industriesna
1970-Q1Numbers Employed (Forecast For Next Quarter)Electronicsna
1970-Q1Numbers Employed (Forecast For Next Quarter)Chemicalsna
1970-Q1Numbers Employed (Forecast For Next Quarter)Biomedical Manufacturingna
1970-Q1Numbers Employed (Forecast For Next Quarter)Precision Engineeringna
Google colab link
Analyse this dataset with Colab Notebook
  1. 1. Copy this dataset ID: d_b53bf671e2e03776f5f7e8e95ae9b504
  2. 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.

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import requests
          
dataset_id = "d_b53bf671e2e03776f5f7e8e95ae9b504"
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.

Economic Development Board. (2017). Business Expectations for the Next Three and Six Months, Manufacturing clusters (2024) [Dataset]. data.gov.sg. Retrieved September 9, 2026 from https://data.gov.sg/datasets/d_b53bf671e2e03776f5f7e8e95ae9b504/view

About this dataset

Contact

quin_chong@edb.gov.sg

Created on

04 Jan 2017

Licence

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

Agency

EDB (Economic Development Board)