Value-added total requirement coefficients from Singapore’s Supply, Use and Input-Output Tables 2016, published by the Singapore Department of Statistics. Often called the value-added multipliers table, each industry column shows direct and indirect value added generated per 1,000 units of final output. Economists use the CSV for multiplier analysis and inter-industry impact modelling. Adapted from SingStat TableBuilder CT/17299.
Primary input requirement coefficients of final demand from Singapore’s Supply, Use and Input-Output Tables 2016. Rows cover imports of goods and services, taxes less subsidies on products, compensation of employees, other taxes less subsidies on production, and gross operating surplus. Complements the value-added multipliers table for decomposing final demand into primary inputs. Adapted from SingStat TableBuilder CT/17306.
Value added generated by each Singapore industry to meet final demand, from the Supply, Use and Input-Output Tables 2016, in million dollars. Final-demand components include household and NPISH consumption, government consumption, fixed-capital formation, inventory changes, and exports. Supports industry contribution and demand-decomposition analysis. Adapted from SingStat TableBuilder CT/17303.
Forward and backward linkage coefficients for each industry from Singapore's Supply, Use and Input-Output Tables 2016, published by the Singapore Department of Statistics. Across 105 rows the table pairs each industry with its forward linkage, a supply-oriented measure of dependence on purchases by downstream industries, and its backward linkage, a demand-oriented measure of dependence on production by upstream industries. Economists use the coefficients to identify key sectors and map inter-industry dependency in the Singapore economy. Adapted from SingStat TableBuilder CT/17301.
Leontief inverse (output multipliers) from Singapore’s Supply, Use and Input-Output Tables 2016. Each column shows total direct and indirect input requirements from industries per 1,000 units of an industry’s final output. Economists use the CSV for multiplier and inter-industry impact analysis. Adapted from SingStat TableBuilder CT/17298.
Import content of domestic exports from Singapore’s Supply, Use and Input-Output Tables 2016, showing each industry’s domestic exports, import requirements for those exports, and import requirements as a proportion of domestic exports. Trade and industry analysts measure how import-intensive export production is; adapted from SingStat TableBuilder CT/17305.
Primary-input requirement coefficients of final demand from Singapore’s Supply, Use and Input-Output Tables 2017. Coefficients cover imports, taxes less subsidies on products, employee compensation, other production taxes less subsidies, and gross operating surplus. Economists use them to decompose the input content of final demand. Adapted from SingStat TableBuilder CT/17307.
Direct requirement coefficients for Singapore's industries, derived from the Industry by Industry Input-Output Table in the Supply, Use and Input-Output Tables 2017 published by the Singapore Department of Statistics. Each column shows the inputs needed for every 1,000 units of an industry's output, broken down into direct inputs from other industries, imports of goods and services, taxes less subsidies on products, and income components of value added. Columns span some fifty detailed industry groups from agriculture and food through chemicals, semiconductors, machinery, and utilities. Economists use the coefficients for production-structure modelling, cost pass-through analysis, and constructing input-output multipliers. Adapted from SingStat TableBuilder CT/17280.
Singapore Department of Statistics CSV of industry output, value-added, and import multipliers (total, direct, and indirect) from the 2017 Supply, Use and Input-Output Tables. Economists model sectoral spillover effects in Singapore. Adapted from SingStat TableBuilder CT/17289.
Primary inputs required to meet final demand from Singapore’s Supply, Use and Input-Output Tables 2017, in million dollars. Rows show imports, taxes on products, and value-added income components against household, government, capital formation, inventory, and export demand. Economists attribute primary-input content of final expenditure. Adapted from SingStat TableBuilder CT/17287.
Forward and backward linkage coefficients for Singapore's industries, from the Supply, Use and Input-Output Tables 2017 published by the Singapore Department of Statistics. Forward linkages are supply-oriented and measure how much an industry depends on purchases by downstream industries, while backward linkages are demand-oriented and measure dependence on production by upstream industries. The compact CSV lists both coefficients for around a hundred industry categories. Economists and industrial-policy analysts use the measures to identify key sectors, map inter-industry dependence, and assess how shocks propagate through the economy. Adapted from SingStat TableBuilder CT/17284.
Value-added multipliers from Singapore’s Supply, Use and Input-Output Tables 2017. Each industry column shows total direct and indirect value added generated per 1,000 units of that industry’s final output. Economists use the coefficients for impact analysis and sectoral multiplier studies. Adapted from SingStat TableBuilder CT/17282.
Singapore Department of Statistics table from the 2017 Supply, Use and Input-Output Tables showing each industry’s import content of domestic exports—domestic export values, import requirements, and import share ratios. Trade economists measure how import-intensive Singapore’s export production is by industry. Adapted from SingStat TableBuilder CT/17288.
Total requirement coefficients (Leontief inverse / output multipliers) from Singapore’s Supply, Use and Input-Output Tables 2017. Each industry column shows total direct and indirect inputs needed per 1,000 units of final output across agriculture, manufacturing, and services. Economists use the CSV for multiplier and supply-chain impact modelling. Adapted from SingStat TableBuilder CT/17281.
Value added generated by each industry to meet final demand in Singapore, drawn from the Supply, Use and Input-Output Tables 2017 published by the Singapore Department of Statistics. Columns split final demand into household and NPISHs final consumption expenditure, government final consumption expenditure, gross fixed capital formation, changes in inventories, exports of goods and services, and the total, all in million dollars. Rows cover about a hundred industry categories from agriculture and manufacturing through to services. Economists use the CSV to trace which components of demand ultimately sustain industry value added and to build demand-driven decomposition models. Adapted from SingStat TableBuilder CT/17286.
Direct requirement coefficients from Singapore’s Supply, Use and Input-Output Tables 2016. Each industry column shows inputs needed per 1,000 units of output, spanning domestic industry inputs, imports, taxes less subsidies on products, and value-added income components. Supports production-structure modelling of the Singapore economy. Adapted from SingStat TableBuilder CT/17297.
Imported goods and services used for intermediate consumption and final demand in Singapore, valued at basic prices, from the Supply, Use and Input-Output Tables 2017 published by the Singapore Department of Statistics. The table expands the single imports row of the Domestic Use Table into a full matrix, with columns showing purchases by industry across some fifty detailed industry groups in million dollars. Trade and macro analysts use it to measure import dependence industry by industry and to separate imported from domestic inputs in production. It underpins import-content and value-chain studies of the Singapore economy. Adapted from SingStat TableBuilder CT/17278.
Import use table at basic prices from Singapore’s Supply, Use and Input-Output Tables 2016, showing imported products used for intermediate consumption and final demand in million dollars. Expands the imports row of the Domestic Use Table for industry-level import-dependence analysis. Adapted from SingStat TableBuilder CT/17295.
Ministry of Health CSV listing Healthier SG whitelisted drugs, with serial number, medication name, and subsidy information. Clinicians, patients, and health-policy users check which medicines are covered under Healthier SG subsidy arrangements in Singapore.
Singapore Prison Service indicator of assault rate per 10,000 inmates annually from 2007 through 2025. The single metric supports monitoring safety trends within correctional facilities over time. Corrections researchers and oversight bodies compare year-on-year rates while recognising population denominators shift with inmate counts. CSV columns are year and assault rate per 10,000 inmates.