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Facts, calculations and unknown data: how to read a Districts figure
Three labels on a Districts figure: source data, calculation, derived. Unknown is a fourth state, not a blank.
Districts Research · ·
Three labels
Source data, Districts calculation, Districts-derived. Unknown is a fourth, honest result.
- SourceRetrieved, not invented
- DerivedOur indicator, named as such
- UnknownNot established
Swipe the panels.
What this word means
How do I read the labels on a Districts figure, and what does unknown mean?
Every figure on Districts is one of three things. Source data is quoted from a named record with its date. A Districts calculation is arithmetic on source data, with the inputs shown. A Districts-derived indicator is an interpretation under stated rules. It is the weakest of the three.
When none of those can be produced, the figure is unknown. That is a fourth state, not an absence. The label and the confidence note tell you how much weight the slot can carry. The methodology link tells you how it was made.
Source data: the record, dated
A value taken from a named source and shown as that source recorded it. Product examples: the sale price and date from the transaction record; officialParcelArea from the cadastre; zone.code from the planning layer; advertised rent from the listing. Districts may normalise the format. It does not adjust the value. A listing observation is a fact about the listing, not about the property.
Calculations: arithmetic on named inputs
Gross yield from a sourced weekly rent times 52, divided by a sourced price. floodShare from an official flood overlay intersected with the official parcel. A ratio of statutory land value to ask, where that series is loaded. The inputs stay visible. If an input is missing, the calculation is not invented.
Derived indicators: a screen, not a verdict
Development optionality reads the loaded zone, overlays and parcel geometry. Rental supply pressure reads nearby comparable rentals and nearby residential projects. Price explanation asks whether constraints help explain the ask relative to land size. These are the checks most often misread as decisions. The label is there so you can disagree with the rule. The inputs are shown.
Unknown is a state, not a missing cell
When a check cannot be produced, it is shown as unknown with the reason: layer not loaded, register not available, series not held. Unknown is the correct answer. It is not zero and not “no”. Estimating to fill the slot would produce a number that looks like the others and carries none of their support. See why Districts shows unknown data. Confidence on a check describes how directly the sources support the result: an official parcel intersected with an official overlay is high; a listing hint with no official layer is low; a count from a register whose coverage of the area is partial is moderate. Read it as how much to trust the slot, never as a risk rating.
Traps that ignore the label
These mistakes weigh a derived screen as if it were a title search.
- Reading optionality as an approval.
- Reading floodShare as a flood certificate.
- Reading a listing land size as the parcel.
- Reading unknown as clear.
- Skipping the methodology link on a figure you would pay for.
What a label does not establish
A source-data label does not certify that the registry keyed the sale correctly. A calculation does not make the inputs true. A derived indicator does not bind a council. Confidence on a check describes the evidence, not the property. Low confidence on a flood slot means the sources were weak, not that flooding is unlikely. Planning layers and registers also differ by state and territory, so the same label sits on different objects.
How Districts prints the labels
Each figure’s source line names the label, the source, the period and the date checked, and links to the methodology page for that kind of figure. When listing land size and officialParcelArea disagree, both are shown. The parcel record is the one to rely on. When a check is unknown, the reason sits beside it.
How to confirm a labelled figure
Follow the source line to the record. Follow the methodology link for the formula or rule. For anything material, take the figure to the verifier for that kind of fact. See how to verify. If two labelled figures disagree, keep both on the page and act on the stronger label: official parcel over listing area, official overlay over listing hint, recorded sale over ask. A derived indicator never outranks source data on the same question.
How Districts derives it
Explore using Districts
Related guides
Data literacy
Why Districts shows unknown data
Unknown means no source for that slot. Three product examples. Not zero, not clear, not a fail.
Data literacy
How to check the source of a property statistic
Five questions for any figure. One forensic pair where both numbers are correct and still not comparable.
Using Districts
The Districts property due diligence method
The product stack: ten checks, three labels, unknown with a reason, listing beside record. Not a score or a valuation.
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How to read a Districts property page
Walk identity, View, planning, DA, terrain, price, nearby, unknowns and verification on one property page.
Research purposes only. Not personal financial advice, a valuation, or a planning certificate. Always speak to a licensed financial adviser before you act.