How Lumen Calculator turns official finance data into reproducible charts without outsourcing authoritative calculations to an AI model.
Data workflow
- Record the official publisher, series identifier, direct dataset, retrieval date, reuse terms and known limitations.
- Keep source observations separate from derived output and transform them with deterministic, tested functions.
- Detect missing or partial periods and omit any aggregate that is not complete.
- Compute every quantitative finding before explanatory text is drafted.
- Require each narrative number to reference a current computed metric; failed checks stop publication.
Common calculations
Inflation adjustment: nominal value × CPI in the stated base period ÷ CPI in the observation period.
Ratio: numerator ÷ denominator, with compatible dates and units, expressed in the labelled unit.
Spread or ex-post real rate: first percentage rate minus second percentage rate. A cash-rate-minus-CPI spread is an approximation and is not an expected real interest rate.
Frequency alignment: values are joined only after applying the chart’s documented period convention. Complete-period checks run before annual or quarterly aggregates are emitted.
Source and licence register
| Series and publisher | Frequency | Coverage | Licence status | Attribution |
|---|---|---|---|---|
| Consumer Price Index, All groups, Australia | quarterly | 1948-Q3–2026-Q2 | commercial_with_attribution | Source: Australian Bureau of Statistics, Consumer Price Index, Australia, CC BY 4.0. |
| Full-time adult average weekly ordinary time earnings, persons | half_yearly | 1994-S2–2025-S2 | commercial_with_attribution | Source: Australian Bureau of Statistics, Average Weekly Earnings, Australia, CC BY 4.0. |
| Cash Rate Target, monthly average | monthly | 1990-08–2026-06 | commercial_with_restrictions | Source: RBA 2026. The RBA does not endorse LumenCalculator or this use. |
| Australian resident individual income tax rates | financial_year | 1983-84–2025-26 | open_commercial | Source: Australian Taxation Office. No ATO or Commonwealth endorsement is implied. |
| HELP compulsory repayment minimum threshold | financial_year | 2019-20–2026-27 | open_commercial | Source: Australian Taxation Office. No ATO or Commonwealth endorsement is implied. |
| HELP policy and indexation guidance | irregular | –2026-08-02 | commercial_with_attribution | © Commonwealth of Australia, Department of Education, used under CC BY 4.0. |
| Concessional contributions general cap | financial_year | 2007-08–2025-26 | open_commercial | Source: Australian Taxation Office. No ATO or Commonwealth endorsement is implied. |
AI-assisted explanations
The model receives chart definitions, methodology, verified source metadata, computed metrics and explicit limitations. It does not author the underlying calculations. Structured metric references and numeric-claim validation are mandatory before publication, and unchanged inputs reuse a content-addressed cache.
Corrections and review
Charts display their source retrieval and last-updated dates. If a source changes, the derived data and narrative cache become stale and must be rebuilt and revalidated. Contact Lumen Calculator to report a possible correction.
Finance Charts provide general educational information, not personal financial, tax or legal advice.