Real Estate

EdgeProp Singapore Listings

Every EdgeProp.sg sale and rental listing across Singapore — HDB, condo, landed, commercial and industrial — with project, block, district, coordinates, asking price, psf, size, rooms, tenure, EdgeProp fair-value discount, and the listing agent with CEA registration number and agency.

edgeprop-sg-listingsedgepropsingaporereal-estatelistingsproperty-agentscea

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/edgeprop-sg-listings/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.csv

The 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/edgeprop-sg-listings/runs" \  -H "Authorization: Bearer $PANDORLABS_KEY" \  -H "Content-Type: application/json" \  -d '{    "input": {      "purposes": [        "sale",        "rent"      ],      "maxListings": 200000,      "geocode": true,      "concurrency": 8    }  }'

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.

Scope

purposes
enum[]
Listing types
Each type is crawled exhaustively by splitting the asking-price range until every slice fits on one result page.
Default
["sale","rent"]
Allowed values
sale
rent
maxListings
number
Max listings per run
Default
200000
Range
1 to 500000
geocode
boolean
Add coordinates
EdgeProp result cards carry a postal code but no coordinates; this resolves each postal code once through OneMap, reusing coordinates already stored by earlier runs.
Default
true

Advanced

concurrency
number
Parallel requests
Default
8
Range
1 to 16
requestDelayMs
number
Delay between requests per worker (ms)
Default
250
Range
0 to 60000
tor
boolean
Route through Tor
EdgeProp refuses datacenter and VPN ranges outright. On by default whenever Tor is configured; each request takes a fresh circuit.
Default
true

Input as JSON Schema

The same schema the API validates against. Use it as a tool input schema or to generate a typed client.

inputSchema

{  "type": "object",  "additionalProperties": false,  "properties": {    "purposes": {      "type": "array",      "items": {        "type": "string",        "enum": [          "sale",          "rent"        ]      },      "uniqueItems": true,      "title": "Listing types",      "description": "Each type is crawled exhaustively by splitting the asking-price range until every slice fits on one result page.",      "default": [        "sale",        "rent"      ]    },    "maxListings": {      "type": "number",      "minimum": 1,      "maximum": 500000,      "title": "Max listings per run",      "default": 200000    },    "geocode": {      "type": "boolean",      "title": "Add coordinates",      "description": "EdgeProp result cards carry a postal code but no coordinates; this resolves each postal code once through OneMap, reusing coordinates already stored by earlier runs.",      "default": true    },    "concurrency": {      "type": "number",      "minimum": 1,      "maximum": 16,      "title": "Parallel requests",      "default": 8    },    "requestDelayMs": {      "type": "number",      "minimum": 0,      "maximum": 60000,      "title": "Delay between requests per worker (ms)",      "default": 250    },    "tor": {      "type": "boolean",      "title": "Route through Tor",      "description": "EdgeProp refuses datacenter and VPN ranges outright. On by default whenever Tor is configured; each request takes a fresh circuit.",      "default": true    }  }}

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/edgeprop-sg-listings/runs" \  -H "Authorization: Bearer $PANDORLABS_KEY" \  -H "Content-Type: application/json" \  -d '{    "input": {      "purposes": [        "sale",        "rent"      ],      "maxListings": 200000,      "geocode": true,      "concurrency": 8    }  }' | jq -r '.id')while true; do  RUN=$(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.