Coverage, freshness, and limits
What EQUIRE's data does not cover, which measurements were retired and why, and the sample-size and vintage rules applied to every figure.
This page states the boundaries. It exists because the expensive failure in a diligence tool is not a missing number, it is a related number presented as if it answered the question.
Metrics the metro index does not measure
These are common requests. This table describes only what the currently connected metro-index reads report; it does not claim that every public or paid provider lacks the data. When the index marks a metric not measured, it gives the reason rather than substituting a proxy. A report linked to a deal may supply a separate figure for its own geography and period.
| Metric | Why the metro index does not measure it |
|---|---|
| Market vacancy | The connected CRE metro-index read has no commercial market-vacancy series. Its physical-occupancy figures are measured at loan securitization, which is a different measurement. |
| Observed net absorption | The connected metro-index read has no occupied-square-feet time series for measuring absorption. Postal and commuting data are demand signals, not absorption. |
| Effective rent level | The connected CRE reads expose asking listing rents and REIT same-store rent change by metro and sector; they do not return a normalized effective-rent level. Other provider-specific data may exist on its own geography and basis. |
| Concessions | The current metro-index read has no normalized concessions series. Linked market reports may carry publisher-specific concessions commentary. |
| Sublease square footage | The current metro-index read has no market-wide sublease series. A linked market report may provide a figure for its stated geography and period. |
| Inventory | No market-wide inventory series is loaded into the current metro-index read. |
| Deliveries | No market-wide deliveries series is loaded into the current metro-index read. |
| Construction pipeline | The current metro-index read has no commercial pipeline series. Residential building permits count housing units, so they are not used as a proxy. |
If the assistant or a research tab says the metro index does not measure one of these, that is an answer about this index, not a failed lookup or a claim that no other source has the data. Rephrasing will not change the index coverage; a separately linked report may add evidence on its own stated basis.
Market reports fill part of this gap. When you link a broker market report to a deal, EQUIRE extracts the figures it publishes, including vacancy, availability, absorption, inventory, deliveries, space under construction, sublease space, rents, and concessions. Each one stays labelled by its publisher, geography, and period, and appears beside the index rather than replacing it. Concessions are carried as the report's own wording, not as a number.
The research view reads the producer's unmeasured-metric list from its current contract at runtime. This page describes the index limits, not the availability of every external source.
Measurements that were retired
Three families of columns were withdrawn after they were found to mean something other than their names suggested. None of them is quoted as a market figure anywhere in the product, and the metro-index read strips them before the assistant sees the row.
A vacancy column that was not vacancy. It held 100 minus physical occupancy at securitization. Read as market vacancy it was wrong twice over: wrong measurement, and wrong date. It read as exactly zero on a large share of rows. Its metro-ranking companion ranked markets on the same column and went with it.
Blended cap rate and price per square foot. These pooled valuations struck at securitization with broker asking quotes into one distribution without publishing the mix, so a gap between two metros could be a composition artifact rather than a market difference. Each is replaced by a stated-basis pair: an appraised-at-securitization figure and an asking figure, each carrying its own sample count.
An occupancy column under an ambiguous name. It was identical to the occupancy-at-securitization figure but did not say so in its name. The honestly named twin is used instead, and it ships a sample count.
Sample sizes travel with the figure
A median over three observations and a median over three hundred are not the same claim, so EQUIRE reports the count alongside the figure rather than presenting bare medians.
Two thresholds are enforced in code. A median is qualified only at three or more observations. Quartiles are withheld below five, so the Market research distributions that would otherwise show a range show the median alone and disclose the count behind it. A median published below the qualifying count is labelled preliminary rather than presented as a settled figure.
Geography
Coverage is source-specific, not one shared geography set. Economic-indicator and CRE metro-index reads are keyed to a CBSA; an asking-listing summary may return submarket, CBSA, state, or national evidence. Availability also varies by metric, property type, and source refresh, so this page does not publish a single metro count. Read each figure's returned geography, source, and observation period.
A linked market report can contribute submarket evidence, labelled by its own publisher, grain, and period. Some listing summaries may also be submarket-level; check the geography attached to each result.
Freshness
Three different dates attach to any figure, and conflating them is the common error:
- The observation date. When the underlying thing was measured or filed. This is the one that matters for underwriting.
- The index refresh time. When EQUIRE last rebuilt the joined metro index. A freshly refreshed index can still carry old observations.
- The research run time. When you last ran Market research on the deal.
Market research shows these separately in Sources & basis. Do not read a recent refresh as recent data.
Vintages differ by series and are not forced onto a common calendar. Read each figure's observation date and source period; a dataset refresh does not make an older observation current.
When a read fails
A failed read is an unresolved comparison, not adverse evidence. If an index read fails, Market research says the comparison could not be resolved and keeps the comparisons that did resolve. It does not fall back to a different basis to fill the gap, and it does not report a gap as a finding against the deal.
Related
- CRE market evidence for what each basis measures.
- Economic and demographic indicators for the metro layer and its computed scores.
- Review and release for how preliminary versus released deal data is disclosed.
Last updated on
Economic and demographic indicators
The source definitions, availability, and vintages for EQUIRE's economic and demographic indicator layer.
Data Isolation
How organization-level data isolation is enforced for EQUIRE tenants—database row security plus API checks—and where deliberate exceptions apply (sharing, platform operations).