What the snapshot shows
How visible is land for sale in the represented snapshot?
Pakistan — Land listing coverage: Land-for-sale source rows: 56,632 / 116,139 Active source rows (Share of represented source rows: 48.8%). Country cohorts use each source's dominant market, so a source total can include rows outside that country.
Measures classified land-for-sale source rows and their share of the portal snapshot; breadth is tested across source entries or a separate sampled-city snapshot. It does not measure land transactions or all land offered nationally.
- Land-for-sale source rows
- 56,632
- Normalized classification coverage
- 99.9%
- Eligible sampled cities (≥ 100)
- 8
| Sampled city | Land-for-sale source rows | Share of the sampled-city normalized-row sum |
|---|---|---|
| Lahore | 8,233 | 8.5% |
| Islamabad | 7,212 | 7.4% |
| Karachi | 7,098 | 7.3% |
| Bahawalpur | 606 | 0.6% |
| Rawalpindi | 488 | 0.5% |
| Sialkot | 437 | 0.5% |
| Hyderabad | 333 | 0.3% |
| Multan | 112 | 0.1% |
Evidence threshold
At least 90% classification coverage, at least 1,000 land-for-sale rows, and either at least 2 represented source entries with at least 100 land rows each or at least 3 sampled cities with at least 100 land rows each. Every snapshot required by this study must be dated no later than the evaluation date and be no more than 90 days old. A sampled-city breadth alternative also requires no known geographic integrity warning.
Method
An active source row is an advertisement record represented in Landomo at the capture time. A represented source entry is one generated portal key; entries are not consolidated into unique publishers. A source entry is assigned to a country cohort by its dominant market, so its total is not a country-filtered national count. A row is not a unique property or a completed transaction.
The city catalogue filters active rows to the country and then groups them by the market's city or municipality field. Catalogue admission and selection of up to 60 cities use full active-row totals; the research tables rank cities and apply their 5,000-row study gate using sums across only the seven normalized listing-type buckets. Markets normally need at least 5,000 full rows and three clean places; cities normally need at least 300 full rows. A city in a reviewed Search Console demand cohort in Bosnia can enter with at least 20 full rows. This is a selected city sample, not national inventory.
Limitations
- The same property may occur on more than one portal, so source rows are not deduplicated homes.
- The snapshots cover sources represented in Landomo; they are not complete national inventories or portal market-share estimates.
- Country cohorts use each source's dominant market, so a source total can include rows outside that country.
- Asking prices are advertisements, not completed transaction prices.
- Portal and city snapshots were captured on different dates and are never added together.
- Generated source entries are portal keys, not deduplicated publishers; aliases or regional entries can belong to the same publisher.
Provenance
- Reviewed
- Portal catalogue snapshot
- Geographic catalogue snapshot