Data transparency

Data sources and licences

Behind Your Day builds its own estimation model from public statistics. It does not republish large raw datasets; it publishes only calculated estimates.

Sources and licences

Only sources used by the current estimate are listed

As of 28 August 2026, we have confirmed the data versions and roles currently used for the four countries. Behind Your Day publishes calculated estimates rather than large raw datasets, uses no provider logos, and does not imply institutional endorsement.

Sources currently used

Data used by the current estimate

The site covers Taiwan, the United States, Japan and South Korea with 28 purchase choices. Every choice uses the closest country household-product evidence with the global supply-chain model and is labelled “Country-based estimate”. Official classifications and valuation detail differ by country and may be broader than the screen label.

Taiwan’s 28 choices

Taiwan DGBAS 2021 Input-Output Tables

The 163-product household-consumption, domestic product, CIF import, trade-margin, domestic-freight and product-tax tables form the Taiwan household baskets for all 28 screen categories. The product data are official statistics; Behind Your Day created the screen-category assignments.

Open Government Data Licence Taiwan 1.0

Raw files are not shipped with the site. Some official products are broader than the screen label, including land transport, recreation, housing services and other personal services.

Official dataTerms of use
United States: 28 choices

BEA 2022 PCE and Supply-Use Tables

Household PCE categories define the baskets; national supply structures for 73 commodities provide domestic, import, trade, freight and product-tax shares. These are product-wide averages, not claimed household-specific observations.

U.S. federal public data

Behind Your Day created the screen mappings and derived estimates. BEA has not reviewed or endorsed the model.

Official data
Japan: 28 choices

MIC/e-Stat 2020 IO and SUT

Household producer/purchaser values, domestic/import supply and detailed trade/freight records are used. The source year is 2020; some products and international air boundaries are broad and disclosed.

e-Stat terms

Behind Your Day edited, classified and calculated derived estimates without Government of Japan review or endorsement.

Official dataTerms of use
South Korea: 28 choices

Bank of Korea/KOSIS 2022 Input-Output Tables

Combined household-and-NPISH purchaser values define the baskets; same-product national supply structures provide domestic, import, product-tax, trade and freight shares. These are N2 national averages, not claimed destination-specific observations.

KOSIS statistical-information use rules

Behind Your Day created the screen mappings. Raw workbooks are not shipped with the site.

Official dataUse rules
Global production chain

OECD Inter-Country Input-Output Tables 2025 edition

The 2022 regular ICIO estimates production activity across 81 economies and 50 industries.

OECD Data Terms

Behind Your Day filters the data and calculates derived results. OECD has not reviewed or endorsed this model.

Official dataTerms of use
Employment

OECD Trade in Employment 2025

2022 employment by economy and industry helps estimate the amount of work contributed by each industry.

OECD Data Terms

OECD data-use and attribution requirements apply. Behind Your Day is responsible for the final calculation and interpretation.

Official dataTerms of use
Working hours

ILOSTAT main-job hours

All four country models use each producer economy’s modelled 2022 mean weekly actual hours in the main job, multiplied by 52. One economy value is held across industries; no industry-specific precision is claimed. These are not records of people or occupations.

CC BY 4.0

Behind Your Day selects, groups and annualises the data. The adaptation has not been reviewed or endorsed by the ILO.

ILOSTAT main-job hoursILO licence
Prices and exchange rates

World Bank, Taiwan DGBAS and Central Bank

The United States, Japan and South Korea use World Bank annual all-items consumer price index (CPI) and 2022 reference exchange rates; Taiwan uses DGBAS CPI and the Central Bank rate. The price adjustment reflects overall inflation rather than a specific purchase category, and the exchange rate is not live.

CC BY 4.0 / Open Government Data Licence

Behind Your Day uses only the observations needed for the calculation and does not provide the source files directly.

World Bank CPIWorld Bank exchange ratesDGBAS CPICentral Bank rate

Estimation limits

How the amount affects the result

After you choose a country and category, the site uses the corresponding local currency and industry-average data. Changing country does not convert or clear an amount already entered. If the country and currency do not match, no estimate is shown for that purchase. No estimate is shown while the required data is temporarily unavailable.

The result estimates how much work time is associated with this spending across the global production chain. It is not the actual time taken to make a particular item or provide a particular service. It is an approximate value; with other inputs unchanged, doubling the amount doubles the estimated work time.

All four countries use local official household-product structures with the 2022 global input-output and labour model. Source years are 2021 for Taiwan, 2022 for the United States and South Korea, and 2020 for Japan. Some U.S. and Korean valuation shares are same-product national averages; service profiles exclude contra-margins belonging to goods-distribution accounting. Product taxes or differences that cannot be allocated reliably are excluded from work time. A notice appears when an official product is broader than the screen label.

Each record keeps the currency, estimate and estimation method shown when it was saved. Older records are not automatically recalculated after a website update; the Dashboard uses the saved results.

Important

An independent Behind Your Day estimate

Behind Your Day organises, classifies, converts and calculates source data rather than directly republishing it. Behind Your Day creates the estimates and interpretations. They do not represent official views of the OECD, ILO, World Bank, DGBAS, the Central Bank or any government, and no endorsement is implied.

The OECD source files used for the model have been checked against the official versions. The website publishes only the calculated model, not the raw source files.

OECD licensing and rights notice: Behind Your Day uses OECD ICIO 2025 and Trade in Employment 2025 under the OECD Data Terms. Based on the official dataset pages, ReadMe files and public metadata available as of 26 August 2026, we found no express commercial-use restriction applying to the derived estimates published by this site. Behind Your Day does not reproduce or distribute the underlying OECD data, use the OECD logo or imply OECD endorsement. Rights in underlying third-party data remain with their respective owners. Rights holders may contact hello@behindyourday.com; we will promptly review the matter and amend or suspend the affected use where necessary.

ILOSTAT adaptation notice: Source: International Labour Organization, ILOSTAT. Behind Your Day selected the modelled 2022 main-job working-hours observations and annualised them by multiplying by 52. Used under CC BY 4.0. This adaptation has not been reviewed or endorsed by the ILO.

Formal citations

Data-provider attribution

  • OECD (2025), Inter-Country Input-Output Tables, 2025 edition, 2022 regular table, accessed 24 August 2026; filtered and calculated by Behind Your Day, without OECD review or endorsement.
  • OECD (2025), Trade in Employment, 2022 employment persons, accessed 24 August 2026; filtered and calculated by Behind Your Day, without OECD review or endorsement.
  • Taiwan DGBAS, 2021 Input-Output Tables: 163-product household consumption, domestic product, import, trade-margin, domestic-freight and product-tax tables. Behind Your Day created the 28 category baskets and calculated derived estimates. Used under Open Government Data Licence Taiwan 1.0.
  • International Labour Organization / ILOSTAT: all four country models use modelled 2022 mean weekly actual hours in the main job, annualised by multiplying by 52. Selected, grouped and annualised by Behind Your Day. CC BY 4.0; no ILO review or endorsement.
  • U.S. Bureau of Economic Analysis, 2025 Supply-Use release and PCE Bridge, using 2022 data. Behind Your Day created the 28 category mappings and derived estimates; no BEA review or endorsement.
  • Statistics Bureau of Japan/MIC and e-Stat, 2020 Input-Output and Supply-Use Tables. Behind Your Day edited, classified and calculated derived estimates; no Government of Japan review or endorsement.
  • Bank of Korea/KOSIS, 2022 Input-Output Tables. Behind Your Day created the 28 category mappings and derived estimates with KOSIS attribution.
  • World Bank, World Development Indicators, indicators FP.CPI.TOTL and PA.NUS.FCRF, annual CPI and 2022 official exchange rates for the United States, Japan and South Korea, accessed 26 August 2026, CC BY 4.0, filtered and transformed by Behind Your Day; the indicator pages identify the original source as IMF International Financial Statistics. Taiwan DGBAS, 2023–2025 annual CPI; Central Bank of the Republic of China (Taiwan), 2022 annual-average NTD/USD rate. All-items CPI is not category-specific.