Market Data Standards
Research Methodology
How Panama Property Experts collects, computes, and labels the market data on this site: every figure labeled by type, every snapshot dated, and nothing presented as a closed sale unless it is one.
Overview
What this page documents
This site publishes original market intelligence on Panama real estate: asking-price benchmarks, inventory reads, price-per-square-meter figures, and honest market commentary built from our own research rather than imported wholesale from another portal. Every figure is labeled by data type so you know what it is and where it came from, every snapshot records when it was taken, and nothing is ever presented as a closed sale unless it is one. Where a number is an estimate, we say it is an estimate. Where a sample is small, we say it is small. That is the standard for everything we publish.
Data Source Types
Every market figure carries a label
Every market figure on this site is labeled with one of four data source types. The label appears next to the figure or in the notes below the table or section that uses it, so you always know what kind of number you are reading.
ACTIVE LISTING DATA
A figure drawn directly from active listings, either on the market today or present in the market at the moment of the snapshot. Asking-price benchmarks, inventory counts, and typical asking ranges fall into this type unless another label is shown.
Where it appears: median asking prices per square meter, inventory reads, and asking ranges in the market report and location pages.
PUBLICLY REPORTED DATA
A figure published by a third party that we did not generate: a government or official statistic, a published market analysis, or a registry-derived sale summary from a source such as Panacomps. We say who published it, we do not change the number, and we note when we have not independently verified it.
Where it appears: reported sale ranges and official or published statistics cited in the market report, each attributed to its source.
MARKET ESTIMATE
An analyst or forecast figure, or our own reasoned estimate built from published information. Estimates are directional rather than promises, and they carry the label so you can weigh them accordingly and combine them with current asking-price data.
Where it appears: rental-yield approximations, gross-yield ranges, and outlook figures in the market report and investment content.
PANAMA PROPERTY EXPERTS RESEARCH
Original analysis we built ourselves from the data types above: our own dated snapshots, our comparisons across markets, and our computations. Original research always carries our standard citation so you can see the collection date, the sample size, and the metric used.
Where it appears: our market comparisons, trend notes, and any table or figure built from our own snapshots.
What we do not do: we do not scrape or bulk-import third-party portals. Data on this site comes from listings the team manages directly, publicly reported figures we cite with their source, and estimates we clearly mark as estimates.
You will also see two more specific labels on the market report: REPORTED SALE, for registry-derived sale summaries published by a third party, and ASKING-PRICE TREND, for ranges from broker and market guides describing what sellers advertise. Both are forms of PUBLICLY REPORTED DATA and follow the same rules described on this page.
Collection Methods
How the numbers are gathered
Inventory snapshots
Each research cycle begins with an inventory snapshot: we record the active listings in a market on a single collection date and store that snapshot with the date. A snapshot is a point-in-time record, not a rolling feed, and the collection date is recorded per snapshot so every figure can be traced to the day it was gathered.
Asking prices on the collection date
Asking prices are recorded exactly as listed on the collection date. If a seller changes the price after the snapshot, the change appears in a later snapshot, never retroactively in the earlier one. This is what makes month-over-month comparisons honest: each snapshot is a fair picture of one moment.
Price per square meter
Asking price per square meter is computed by dividing each listing's asking price by its stated interior area in square meters (1 square meter = 10.7639 square feet). Where a listing does not state an area, it is excluded from per-square-meter figures, and we say so when it affects the result.
Medians and averages
The median is the middle value of a sorted set: half of the listings sit above it and half below it, which makes it more resistant to a few very expensive listings than an average. The average is the sum of the values divided by the count. When a sample is too small for a median or average to be meaningful, we do not hide it: we publish ranges, examples, or the sample size itself and let the reader see the reality.
Deduplication
One property, counted once
The same property often appears on several portals with different listing IDs or through different agents. Where we can reasonably identify a duplicate, we count the property once. Sample sizes on this site reflect unique listings after deduplication, not raw portal counts.
When we do report a portal's own count instead of our deduplicated census (for example, “105 apartments on Encuentra24”), we say it is the portal's count so the two are never confused.
Asking Price vs. Sold Price
Asking prices are not verified sales
All listed prices on this site are asking prices: what the seller is advertising, not what a buyer ultimately paid. Unless a page says otherwise, no figure should be read as a verified closed sale.
Panama does not publish a centralized, verifiable sales-price registry, so there is no public record we can point to for confirmed sale prices. Where a third party publishes registry-derived sale summaries, we label them PUBLICLY REPORTED DATA, attribute the source, and note that we have not independently verified them.
Definitions Glossary
What each term means
| Term | Definition |
|---|---|
| New listings | Properties added to the active inventory during the period a report covers, identified by their first appearance in our snapshots. |
| Active inventory | The total set of unique listings available for sale in a market at the snapshot date, after deduplication. It is a point-in-time count, not a cumulative figure. |
| Asking-price reductions | Listings whose advertised price decreased between snapshots. Reductions are tracked only where we hold two or more snapshots of the same property, so early in a series we may simply state that the trend is too new to measure. |
| Median asking price | The middle asking price of the sorted set of listings in a market on the collection date. |
| Average asking price | The sum of all asking prices in a sample divided by the number of listings in that sample. |
| Asking price per square meter | A listing's asking price divided by its stated interior area in square meters, also expressed per square foot where noted so international readers can compare without converting. |
| Days on market | The number of days a listing has been advertised. We publish days on market only when we have a reliable first-advertised date; where we cannot verify the date, we omit the figure rather than guess. |
| Price-band distribution | The share of active inventory in each price band (for example, $250K-$500K or $500K-$1M), which shows where supply concentrates and where buyers may find the most choice. |
Limitations
Read these numbers with their caveats
- Panama market data is fragmented across portals: different sites cover different markets, property types, and listing ages, and no single portal carries the whole country.
- Sample sizes can be small, especially in niche markets such as Volcán or Pedasí. Small samples are stated, not disguised, and we publish ranges or examples instead of false precision.
- Days-on-market data is often unreliable because there is no centralized record of first-advertised dates, so we publish it only when we can verify it.
- Asking prices can sit above eventual sale prices, sometimes by a wide margin. Treat an asking price as a signal of what sellers want, not as a valuation of what a buyer would pay.
- Any dataset may lag by days: listings are added, changed, and removed continuously, and our snapshots record one point in time. Figures should always be read with their collection date.
These limitations are why we pair every figure with its label, its collection date, and its sample size rather than presenting a single confident number. The context is part of the data.
Citation Format
How original research is labeled
Whenever original Panama Property Experts research appears, it carries a standard citation so you can see the source, the dates, and the sample behind the figure. The format is:
Source: Panama Property Experts Market Research
Data collected: [date range]
Sample: [N] unique active listings
Metric: Asking prices, not verified closed-sale prices
The same citation appears at the bottom of reports or next to tables built from our own research. Figures drawn from other sources keep their own attribution instead: we name the publisher and the page, and we label them PUBLICLY REPORTED DATA or MARKET ESTIMATE as appropriate.
Freshness and History
Dates you can rely on
Research period
The month the data reflects
Shown on every report so you know which cycle a figure belongs to.
Publication date
When the report first went live
Recorded once, at launch, and never rewritten.
Last updated
When it was last revised
Changes with each revision so readers can judge freshness.
Every report and every market-data section displays all three dates: Research period, Publication date, and Last updated. A report covering a partial month is labeled “[Month] Edition - Data through [date]” so readers always know exactly how fresh the snapshot is.
Historical monthly snapshots are never overwritten: each month's snapshot is stored as its own record, which is what makes 3-, 6-, 12-, and 24-month trend comparisons possible over time. What looked like the market in March stays the March record, even when a newer snapshot changes the picture.
Reviewed by Chad Ratcliffe, Panama Property Experts
This page was reviewed in full on September 20, 2026 and reflects the standards currently in force for every market figure published on this site. The review covers the data source types, collection methods, and labels described above, and any future change to those standards will be reflected here with a new reviewed date.
Last reviewed: September 20, 2026
Numbers are averages. Your search deserves answers.
Reports tell you what a market looks like on average. A conversation tells you what it means for your specific search, your budget, and your timeline, without pressure.