Singapore Property Transactions (99.co / SRX)
Historical sale and rental transactions for every Singapore condo project and every HDB town as published by the 99 Group (99.co / SRX) — month, project or block, floor band, size, bedrooms, price and psf, back to the mid-2000s for condos and 1990 for HDB.
0 rows in the dataset
Download the dataset
Get every row this scraper has collected as one CSV or JSONL file. If the data is older than maxAgeHours, the scraper is re-run with its configured settings first. The key needs the datasets:export scope.
DOWNLOAD_ID=$(curl -s -X POST "https://api.pandorlabs.com/v1/datasets/srx-ninetynine-transactions/downloads" \ -H "Authorization: Bearer $PANDORLABS_KEY" \ -H "Content-Type: application/json" \ -d '{"maxAgeHours":24,"format":"csv"}' | jq -r '.id')while true; do STATUS=$(curl -s "https://api.pandorlabs.com/v1/downloads/$DOWNLOAD_ID" \ -H "Authorization: Bearer $PANDORLABS_KEY" | jq -r '.status') [ "$STATUS" != "refreshing" ] && break sleep 5donecurl -s "https://api.pandorlabs.com/v1/downloads/$DOWNLOAD_ID/file" \ -H "Authorization: Bearer $PANDORLABS_KEY" \ -o dataset.csvThe rate is 1 credit per 100 rows cached and 2 credits live, charged on the rows in the dataset when the download becomes ready. A failed refresh is not charged. The file stays downloadable for 24 hours. See pricing.
Start a run
To choose the targets yourself, send the parameters below as input. The call returns 202 with the run; the key needs the scrapers:run scope and the account a positive credit balance.
curl -X POST "https://api.pandorlabs.com/v1/scrapers/srx-ninetynine-transactions/runs" \ -H "Authorization: Bearer $PANDORLABS_KEY" \ -H "Content-Type: application/json" \ -d '{ "input": { "markets": [ "condo", "hdb" ], "transactionTypes": [ "sale", "rent" ], "projects": [ "the-sail-at-marina-bay", "d-leedon" ], "maxProjects": 10000 } }'A run is billed at the live rate once it finishes: 2 credits per 100 rows it collected. A run that collects nothing costs nothing.
Parameters
Every parameter is optional. Anything you leave out uses the default shown here; an unknown name or an invalid value is rejected with a 400 that lists each problem.
marketsenum[]
Markets
- Default
["condo","hdb"]- Allowed values
condohdb
transactionTypesenum[]
Transaction types
- Default
["sale","rent"]- Allowed values
salerent
projectsstring[]
Only these condo projects (99.co slugs)
- Default
- none
- Example
the-sail-at-marina-bay, d-leedon
maxProjectsnumber
Maximum condo projects
- Default
10000- Range
- 1 to 10000
maxRowsnumber
Maximum transactions
- Default
10000000- Range
- 1 to 10000000
concurrencynumber
Parallel requests
- Default
2- Range
- 1 to 4
requestDelayMsnumber
Minimum delay between requests (ms)
- Default
600- Range
- 0 to 60000
Input as JSON Schema
The same schema the API validates against. Use it as a tool input schema or to generate a typed client.
{ "type": "object", "additionalProperties": false, "properties": { "markets": { "type": "array", "items": { "type": "string", "enum": [ "condo", "hdb" ] }, "uniqueItems": true, "title": "Markets", "default": [ "condo", "hdb" ] }, "transactionTypes": { "type": "array", "items": { "type": "string", "enum": [ "sale", "rent" ] }, "uniqueItems": true, "title": "Transaction types", "default": [ "sale", "rent" ] }, "projects": { "type": "array", "items": { "type": "string" }, "maxItems": 1000, "title": "Only these condo projects (99.co slugs)", "examples": [ "the-sail-at-marina-bay, d-leedon" ] }, "maxProjects": { "type": "number", "minimum": 1, "maximum": 10000, "title": "Maximum condo projects", "default": 10000 }, "maxRows": { "type": "number", "minimum": 1, "maximum": 10000000, "title": "Maximum transactions", "default": 10000000 }, "concurrency": { "type": "number", "minimum": 1, "maximum": 4, "title": "Parallel requests", "default": 2 }, "requestDelayMs": { "type": "number", "minimum": 0, "maximum": 60000, "title": "Minimum delay between requests (ms)", "default": 600 } }}Run, poll, read rows
The run is asynchronous. Poll it until it reaches a terminal status and its billing is paid, then page through its rows. Until then the rows endpoint answers 409 (still queued or running) or 402 (payment required).
RUN_ID=$(curl -s -X POST "https://api.pandorlabs.com/v1/scrapers/srx-ninetynine-transactions/runs" \ -H "Authorization: Bearer $PANDORLABS_KEY" \ -H "Content-Type: application/json" \ -d '{ "input": { "markets": [ "condo", "hdb" ], "transactionTypes": [ "sale", "rent" ], "projects": [ "the-sail-at-marina-bay", "d-leedon" ], "maxProjects": 10000 } }' | jq -r '.id')while true; do RUN=$(curl -s "https://api.pandorlabs.com/v1/runs/$RUN_ID" \ -H "Authorization: Bearer $PANDORLABS_KEY") STATUS=$(echo "$RUN" | jq -r '.status') BILLING=$(echo "$RUN" | jq -r '.billing.status') case "$STATUS" in queued|running) ;; *) [ "$BILLING" != "pending" ] && break ;; esac sleep 5doneecho "$RUN" | jq '{status, rowCount, billing}'curl -s "https://api.pandorlabs.com/v1/runs/$RUN_ID/rows?page=1&limit=100" \ -H "Authorization: Bearer $PANDORLABS_KEY"See the API reference for pagination, cancelling and listing runs.
Output fields
Rows have no fixed schema; these are the fields observed in the rows collected so far. Coverage is the share of rows where the field is present.
No rows collected yet, so no fields have been observed. Run the scraper once and they will appear here.
