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Economy

Forward And Backward Linkages (Supply, Use and Input-Output Tables 2021)

Last updated: 25 Jun 2025, 22:01 SGT

SINGSTAT (Singapore Department of Statistics)

Source: SINGAPORE DEPARTMENT OF STATISTICS

Data Last Updated: 27/03/2024

Update Frequency: Annual

Survey period: Supply, Use and Input-Output Tables 2021

Adapted from: https://tablebuilder.singstat.gov.sg/table/CT/17937

Data explorer

ForwardAndBackwardLinkagesSupplyUseandInputOutputTables2021.csv (107 rows, 7.2 KB)

Coefficient
Text
(Forward) Linkage
Numeric
(Forward) Coefficient of Variation
Numeric
(Backward) Linkage
Numeric
(Backward) Coefficient of Variation
Numeric
(Null)0.0%
(Null)0.0%
(Null)0.0%
(Null)0.0%
(Null)0.0%
Agriculture and nursery products1.03477.2231.1047.6309
Livestock0.89856.92511.05076.578
Fishing and aquaculture0.84937.39990.87438.0089
Food preparations0.92437.32360.93448.026
Oils and fats0.80868.60031.0487.5296
Dairy products0.74958.74671.03637.1546
Other food products n.e.c0.91887.36910.99387.6557
Beverages and tobacco products0.6639.35480.83318.4075
Textiles1.15125.34710.86797.9492
Wearing apparel and fur products0.82337.84720.79139.1878

Column legend

Title
Column name
Data type
Unit of measure
Description
CoefficientCoefficientTextCoefficient-
(Forward) LinkageForward_LinkageNumericCoefficient-
(Forward) Coefficient of VariationForward_CoefficientofVariationNumericCoefficient-
(Backward) LinkageBackward_LinkageNumericCoefficient-
(Backward) Coefficient of VariationBackward_CoefficientofVariationNumericCoefficient-
Google colab link
Analyse this dataset with Colab Notebook
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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_93b9167509f3dcb3629c452102d17096"
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. (2024). Forward And Backward Linkages (Supply, Use and Input-Output Tables 2021) (2025) [Dataset]. data.gov.sg. Retrieved July 16, 2025 from https://data.gov.sg/datasets/d_93b9167509f3dcb3629c452102d17096/view

About this dataset

Contact

feedback@data.gov.sg

Created on

28 Oct 2024

Licence

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

Agency

SINGSTAT (Singapore Department of Statistics)