# Singapore HDB Resale Prices — Transaction Data API (`nexgendata/sg-hdb-resale-prices`) Actor Track Singapore HDB resale prices with price-per-sqft and lease detail. Clean JSON for analysts, researchers and AI agents. - **URL**: https://apify.com/nexgendata/sg-hdb-resale-prices.md - **Developed by:** [NexGenData](https://apify.com/nexgendata) (community) - **Categories:** Business, E-commerce - **Stats:** 2 total users, 1 monthly users, 100.0% runs succeeded, 0 bookmarks - **User rating**: No ratings yet ## Pricing from $50.00 / 1,000 singapore hdb resale transaction records This Actor is paid per event. You are not charged for the Apify platform usage, but only a fixed price for specific events. Learn more: https://docs.apify.com/platform/actors/running/actors-in-store#pay-per-event ## What's an Apify Actor? Actors are a software tools running on the Apify platform, for all kinds of web data extraction and automation use cases. In Batch mode, an Actor accepts a well-defined JSON input, performs an action which can take anything from a few seconds to a few hours, and optionally produces a well-defined JSON output, datasets with results, or files in key-value store. In Standby mode, an Actor provides a web server which can be used as a website, API, or an MCP server. Actors are written with capital "A". ## How to integrate an Actor? If asked about integration, you help developers integrate Actors into their projects. You adapt to their stack and deliver integrations that are safe, well-documented, and production-ready. The best way to integrate Actors is as follows. In JavaScript/TypeScript projects, use official [JavaScript/TypeScript client](https://docs.apify.com/api/client/js.md): ```bash npm install apify-client ``` In Python projects, use official [Python client library](https://docs.apify.com/api/client/python.md): ```bash pip install apify-client ``` In shell scripts, use [Apify CLI](https://docs.apify.com/cli/docs.md): ````bash # MacOS / Linux curl -fsSL https://apify.com/install-cli.sh | bash # Windows irm https://apify.com/install-cli.ps1 | iex ```bash In AI frameworks, you might use the [Apify MCP server](https://docs.apify.com/platform/integrations/mcp.md). If your project is in a different language, use the [REST API](https://docs.apify.com/api/v2.md). For usage examples, see the [API](#api) section below. For more details, see Apify documentation as [Markdown index](https://docs.apify.com/llms.txt) and [Markdown full-text](https://docs.apify.com/llms-full.txt). # README ## Singapore HDB Resale Prices Track Singapore HDB resale prices with price-per-sqft and lease detail. Built for analysts, researchers, fintech builders and AI agents. ### 📊 What you get Clean JSON, one record per transaction (full output has 17 fields): - `address` — Address - `block` — Block - `data_source` — Source of the data - `flat_model` — Flat model - `flat_type` — Flat type - `floor_area_sqft` — Floor area sqft - `floor_area_sqm` — Floor area sqm - `is_million_dollar_flat` — Is million dollar flat - `lease_commence_year` — Lease commence year - `price_per_sqft_sgd` — Price per sqft sgd Records include a `data_source` field. **Pricing:** $0.05 per transaction (Pay-Per-Event) — about **20 transactions per $1**. ### 🤖 Use with AI agents Structured JSON built for LLM and agent pipelines — point Claude, the OpenAI Agents SDK, an n8n flow or any MCP-aware client at it and pull Singapore HDB resale prices with PSF and lease data on demand. **Sample agent prompt:** ```` List million-dollar HDB flats sold this year with price per sqft. ```` **Agentic payments (x402):** Supports agentic payment via x402 — agents can call this actor with USDC, no API key required. ### ⏰ Run on a schedule This is a monitoring play — schedule a recurring pull: ```json { "limit": 50 } ```` ### 🔗 Related Singapore actors **Singapore data suite:** [ACRA Company Search](https://apify.com/nexgendata/singapore-acra-companies), [SGX Announcements](https://apify.com/nexgendata/sgx-company-announcements), [GeBIZ Tenders](https://apify.com/nexgendata/singapore-gebiz-tenders), [HDB Resale](https://apify.com/nexgendata/singapore-hdb-resale-tracker) **Cross-market hubs:** [APAC Disclosure Monitor](https://apify.com/nexgendata/apac-disclosure-monitor), [APAC IPO Calendar Sweep](https://apify.com/nexgendata/apac-ipo-calendar-sweep) *** *Data from public Singapore sources.* # Actor input Schema ## `town` (type: `string`): Filter to a single HDB town. HDB groups Singapore into 26 towns/estates. Examples: 'BUKIT TIMAH' (the most expensive HDB town — most million-dollar flats), 'BISHAN', 'ANG MO KIO', 'QUEENSTOWN', 'TOA PAYOH', 'TAMPINES', 'JURONG WEST', 'WOODLANDS', 'PUNGGOL', 'SENGKANG', 'CLEMENTI', 'BUKIT MERAH', 'KALLANG/WHAMPOA', 'MARINE PARADE', 'CENTRAL AREA'. Must be UPPERCASE exactly as HDB publishes. Leave empty to span all 26 towns. ## `flat_type` (type: `string`): HDB flat-type taxonomy. '1 ROOM' / '2 ROOM' (rare, mostly older Toa Payoh / Bukit Merah stock). '3 ROOM' (the legacy mass-market — ~70sqm). '4 ROOM' (Singapore's most-traded flat, ~90-105sqm — the median upgrade target). '5 ROOM' (~110-130sqm). 'EXECUTIVE' (~140-160sqm — premium, often Maisonette / Apartment models). 'MULTI-GENERATION' (rare 3-generation units). Leave 'ALL' to span every flat type. ## `min_price_sgd` (type: `integer`): Lower bound on resale price in Singapore Dollars. Filters out cheaper transactions client-side after fetching from data.gov.sg. Useful for surfacing premium / million-dollar flats: set to 1000000 to find every million-dollar HDB resale (a heavily-tracked metric in Singapore property media). Leave 0 for no lower bound. ## `max_price_sgd` (type: `integer`): Upper bound on resale price in Singapore Dollars. Filters out expensive transactions client-side. Useful for first-time-buyer affordability research (set to 600000 to bound HDB grant + bank loan eligibility) or finding distressed / below-market sales. Leave 0 for no upper bound. ## `transaction_month_from` (type: `string`): Lower bound on transaction month in 'YYYY-MM' format (e.g. '2024-01'). HDB publishes the registration month, not the OTP date. Use together with `transaction_month_to` to bound a window — for example '2025-01' to '2025-12' for full-year-2025 transactions. Leave empty for no lower bound (data starts at 2017-01). ## `transaction_month_to` (type: `string`): Upper bound on transaction month in 'YYYY-MM' format (e.g. '2026-03'). Pair with `transaction_month_from` to bound the window. HDB updates this dataset monthly with ~2,500-3,500 new transactions per release. Leave empty for no upper bound (returns up to the most recent published month). ## `million_dollar_only` (type: `boolean`): Quick filter for 'million-dollar HDB' transactions — the single most-tracked HDB metric in Singapore property media (Channel News Asia, Straits Times, Business Times all run regular features on million-dollar HDB sales). Equivalent to setting min\_price\_sgd=1000000. Useful for tracking the premium HDB market and identifying breakout estates (Bukit Timah, Bishan, Queenstown, Toa Payoh, Kallang/Whampoa most common). ## `limit` (type: `integer`): Hard cap on total transactions returned in this run (1-2000). Each transaction is one dataset row. Premium pricing applies per row ($0.05/transaction). The most recent transactions are returned first (sorted by HDB registration order, descending). ## Actor input object example ```json { "town": "ALL", "flat_type": "ALL", "min_price_sgd": 0, "max_price_sgd": 0, "million_dollar_only": false, "limit": 10 } ``` # API You can run this Actor programmatically using our API. Below are code examples in JavaScript, Python, and CLI, as well as the OpenAPI specification and MCP server setup. ## JavaScript example ```javascript import { ApifyClient } from 'apify-client'; // Initialize the ApifyClient with your Apify API token // Replace the '' with your token const client = new ApifyClient({ token: '', }); // Prepare Actor input const input = { "town": "ALL", "flat_type": "ALL", "min_price_sgd": 0, "max_price_sgd": 0, "transaction_month_from": "", "transaction_month_to": "", "million_dollar_only": false, "limit": 10 }; // Run the Actor and wait for it to finish const run = await client.actor("nexgendata/sg-hdb-resale-prices").call(input); // Fetch and print Actor results from the run's dataset (if any) console.log('Results from dataset'); console.log(`💾 Check your data here: https://console.apify.com/storage/datasets/${run.defaultDatasetId}`); const { items } = await client.dataset(run.defaultDatasetId).listItems(); items.forEach((item) => { console.dir(item); }); // 📚 Want to learn more 📖? Go to → https://docs.apify.com/api/client/js/docs ``` ## Python example ```python from apify_client import ApifyClient # Initialize the ApifyClient with your Apify API token # Replace '' with your token. client = ApifyClient("") # Prepare the Actor input run_input = { "town": "ALL", "flat_type": "ALL", "min_price_sgd": 0, "max_price_sgd": 0, "transaction_month_from": "", "transaction_month_to": "", "million_dollar_only": False, "limit": 10, } # Run the Actor and wait for it to finish run = client.actor("nexgendata/sg-hdb-resale-prices").call(run_input=run_input) # Fetch and print Actor results from the run's dataset (if there are any) print("💾 Check your data here: https://console.apify.com/storage/datasets/" + run["defaultDatasetId"]) for item in client.dataset(run["defaultDatasetId"]).iterate_items(): print(item) # 📚 Want to learn more 📖? Go to → https://docs.apify.com/api/client/python/docs/quick-start ``` ## CLI example ```bash echo '{ "town": "ALL", "flat_type": "ALL", "min_price_sgd": 0, "max_price_sgd": 0, "transaction_month_from": "", "transaction_month_to": "", "million_dollar_only": false, "limit": 10 }' | apify call nexgendata/sg-hdb-resale-prices --silent --output-dataset ``` ## MCP server setup ```json { "mcpServers": { "apify": { "command": "npx", "args": [ "mcp-remote", "https://mcp.apify.com/?tools=nexgendata/sg-hdb-resale-prices", "--header", "Authorization: Bearer " ] } } } ``` ## OpenAPI specification ```json { "openapi": "3.0.1", "info": { "title": "Singapore HDB Resale Prices — Transaction Data API", "description": "Track Singapore HDB resale prices with price-per-sqft and lease detail. Clean JSON for analysts, researchers and AI agents.", "version": "0.0", "x-build-id": "DuY9wBNAcVabzSPJw" }, "servers": [ { "url": "https://api.apify.com/v2" } ], "paths": { "/acts/nexgendata~sg-hdb-resale-prices/run-sync-get-dataset-items": { "post": { "operationId": "run-sync-get-dataset-items-nexgendata-sg-hdb-resale-prices", "x-openai-isConsequential": false, "summary": "Executes an Actor, waits for its completion, and returns Actor's dataset items in response.", "tags": [ "Run Actor" ], "requestBody": { "required": true, "content": { "application/json": { "schema": { "$ref": "#/components/schemas/inputSchema" } } } }, "parameters": [ { "name": "token", "in": "query", "required": true, "schema": { "type": "string" }, "description": "Enter your Apify token here" } ], "responses": { "200": { "description": "OK" } } } }, "/acts/nexgendata~sg-hdb-resale-prices/runs": { "post": { "operationId": "runs-sync-nexgendata-sg-hdb-resale-prices", "x-openai-isConsequential": false, "summary": "Executes an Actor and returns information about the initiated run in response.", "tags": [ "Run Actor" ], "requestBody": { "required": true, "content": { "application/json": { "schema": { "$ref": "#/components/schemas/inputSchema" } } } }, "parameters": [ { "name": "token", "in": "query", "required": true, "schema": { "type": "string" }, "description": "Enter your Apify token here" } ], "responses": { "200": { "description": "OK", "content": { "application/json": { "schema": { "$ref": "#/components/schemas/runsResponseSchema" } } } } } } }, "/acts/nexgendata~sg-hdb-resale-prices/run-sync": { "post": { "operationId": "run-sync-nexgendata-sg-hdb-resale-prices", "x-openai-isConsequential": false, "summary": "Executes an Actor, waits for completion, and returns the OUTPUT from Key-value store in response.", "tags": [ "Run Actor" ], "requestBody": { "required": true, "content": { "application/json": { "schema": { "$ref": "#/components/schemas/inputSchema" } } } }, "parameters": [ { "name": "token", "in": "query", "required": true, "schema": { "type": "string" }, "description": "Enter your Apify token here" } ], "responses": { "200": { "description": "OK" } } } } }, "components": { "schemas": { "inputSchema": { "type": "object", "properties": { "town": { "title": "HDB Town (exact match, UPPERCASE)", "enum": [ "ALL", "ANG MO KIO", "BEDOK", "BISHAN", "BUKIT BATOK", "BUKIT MERAH", "BUKIT PANJANG", "BUKIT TIMAH", "CENTRAL AREA", "CHOA CHU KANG", "CLEMENTI", "GEYLANG", "HOUGANG", "JURONG EAST", "JURONG WEST", "KALLANG/WHAMPOA", "MARINE PARADE", "PASIR RIS", "PUNGGOL", "QUEENSTOWN", "SEMBAWANG", "SENGKANG", "SERANGOON", "TAMPINES", "TOA PAYOH", "WOODLANDS", "YISHUN" ], "type": "string", "description": "Filter to a single HDB town. HDB groups Singapore into 26 towns/estates. Examples: 'BUKIT TIMAH' (the most expensive HDB town — most million-dollar flats), 'BISHAN', 'ANG MO KIO', 'QUEENSTOWN', 'TOA PAYOH', 'TAMPINES', 'JURONG WEST', 'WOODLANDS', 'PUNGGOL', 'SENGKANG', 'CLEMENTI', 'BUKIT MERAH', 'KALLANG/WHAMPOA', 'MARINE PARADE', 'CENTRAL AREA'. Must be UPPERCASE exactly as HDB publishes. Leave empty to span all 26 towns.", "default": "ALL" }, "flat_type": { "title": "Flat type (exact match, UPPERCASE)", "enum": [ "ALL", "1 ROOM", "2 ROOM", "3 ROOM", "4 ROOM", "5 ROOM", "EXECUTIVE", "MULTI-GENERATION" ], "type": "string", "description": "HDB flat-type taxonomy. '1 ROOM' / '2 ROOM' (rare, mostly older Toa Payoh / Bukit Merah stock). '3 ROOM' (the legacy mass-market — ~70sqm). '4 ROOM' (Singapore's most-traded flat, ~90-105sqm — the median upgrade target). '5 ROOM' (~110-130sqm). 'EXECUTIVE' (~140-160sqm — premium, often Maisonette / Apartment models). 'MULTI-GENERATION' (rare 3-generation units). Leave 'ALL' to span every flat type.", "default": "ALL" }, "min_price_sgd": { "title": "Minimum resale price (SGD)", "minimum": 0, "maximum": 5000000, "type": "integer", "description": "Lower bound on resale price in Singapore Dollars. Filters out cheaper transactions client-side after fetching from data.gov.sg. Useful for surfacing premium / million-dollar flats: set to 1000000 to find every million-dollar HDB resale (a heavily-tracked metric in Singapore property media). Leave 0 for no lower bound.", "default": 0 }, "max_price_sgd": { "title": "Maximum resale price (SGD)", "minimum": 0, "maximum": 5000000, "type": "integer", "description": "Upper bound on resale price in Singapore Dollars. Filters out expensive transactions client-side. Useful for first-time-buyer affordability research (set to 600000 to bound HDB grant + bank loan eligibility) or finding distressed / below-market sales. Leave 0 for no upper bound.", "default": 0 }, "transaction_month_from": { "title": "Transaction month from (YYYY-MM)", "type": "string", "description": "Lower bound on transaction month in 'YYYY-MM' format (e.g. '2024-01'). HDB publishes the registration month, not the OTP date. Use together with `transaction_month_to` to bound a window — for example '2025-01' to '2025-12' for full-year-2025 transactions. Leave empty for no lower bound (data starts at 2017-01)." }, "transaction_month_to": { "title": "Transaction month to (YYYY-MM)", "type": "string", "description": "Upper bound on transaction month in 'YYYY-MM' format (e.g. '2026-03'). Pair with `transaction_month_from` to bound the window. HDB updates this dataset monthly with ~2,500-3,500 new transactions per release. Leave empty for no upper bound (returns up to the most recent published month)." }, "million_dollar_only": { "title": "Only million-dollar flats (resale_price >= 1,000,000 SGD)", "type": "boolean", "description": "Quick filter for 'million-dollar HDB' transactions — the single most-tracked HDB metric in Singapore property media (Channel News Asia, Straits Times, Business Times all run regular features on million-dollar HDB sales). Equivalent to setting min_price_sgd=1000000. Useful for tracking the premium HDB market and identifying breakout estates (Bukit Timah, Bishan, Queenstown, Toa Payoh, Kallang/Whampoa most common).", "default": false }, "limit": { "title": "Max transactions returned", "minimum": 1, "maximum": 2000, "type": "integer", "description": "Hard cap on total transactions returned in this run (1-2000). Each transaction is one dataset row. Premium pricing applies per row ($0.05/transaction). The most recent transactions are returned first (sorted by HDB registration order, descending).", "default": 50 } } }, "runsResponseSchema": { "type": "object", "properties": { "data": { "type": "object", "properties": { "id": { "type": "string" }, "actId": { "type": "string" }, "userId": { "type": "string" }, "startedAt": { "type": "string", "format": "date-time", "example": "2025-01-08T00:00:00.000Z" }, "finishedAt": { "type": "string", "format": "date-time", "example": "2025-01-08T00:00:00.000Z" }, "status": { "type": "string", "example": "READY" }, "meta": { "type": "object", "properties": { "origin": { "type": "string", "example": "API" }, "userAgent": { "type": "string" } } }, "stats": { "type": "object", "properties": { "inputBodyLen": { "type": "integer", "example": 2000 }, "rebootCount": { "type": "integer", "example": 0 }, "restartCount": { "type": "integer", "example": 0 }, "resurrectCount": { "type": "integer", "example": 0 }, "computeUnits": { "type": "integer", "example": 0 } } }, "options": { "type": "object", "properties": { "build": { "type": "string", "example": "latest" }, "timeoutSecs": { "type": "integer", "example": 300 }, "memoryMbytes": { "type": "integer", "example": 1024 }, "diskMbytes": { "type": "integer", "example": 2048 } } }, "buildId": { "type": "string" }, "defaultKeyValueStoreId": { "type": "string" }, "defaultDatasetId": { "type": "string" }, "defaultRequestQueueId": { "type": "string" }, "buildNumber": { "type": "string", "example": "1.0.0" }, "containerUrl": { "type": "string" }, "usage": { "type": "object", "properties": { "ACTOR_COMPUTE_UNITS": { "type": "integer", "example": 0 }, "DATASET_READS": { "type": "integer", "example": 0 }, "DATASET_WRITES": { "type": "integer", "example": 0 }, "KEY_VALUE_STORE_READS": { "type": "integer", "example": 0 }, "KEY_VALUE_STORE_WRITES": { "type": "integer", "example": 1 }, "KEY_VALUE_STORE_LISTS": { "type": "integer", "example": 0 }, "REQUEST_QUEUE_READS": { "type": "integer", "example": 0 }, "REQUEST_QUEUE_WRITES": { "type": "integer", "example": 0 }, "DATA_TRANSFER_INTERNAL_GBYTES": { "type": "integer", "example": 0 }, "DATA_TRANSFER_EXTERNAL_GBYTES": { "type": "integer", "example": 0 }, "PROXY_RESIDENTIAL_TRANSFER_GBYTES": { "type": "integer", "example": 0 }, "PROXY_SERPS": { "type": "integer", "example": 0 } } }, "usageTotalUsd": { "type": "number", "example": 0.00005 }, "usageUsd": { "type": "object", "properties": { "ACTOR_COMPUTE_UNITS": { "type": "integer", "example": 0 }, "DATASET_READS": { "type": "integer", "example": 0 }, "DATASET_WRITES": { "type": "integer", "example": 0 }, "KEY_VALUE_STORE_READS": { "type": "integer", "example": 0 }, "KEY_VALUE_STORE_WRITES": { "type": "number", "example": 0.00005 }, "KEY_VALUE_STORE_LISTS": { "type": "integer", "example": 0 }, "REQUEST_QUEUE_READS": { "type": "integer", "example": 0 }, "REQUEST_QUEUE_WRITES": { "type": "integer", "example": 0 }, "DATA_TRANSFER_INTERNAL_GBYTES": { "type": "integer", "example": 0 }, "DATA_TRANSFER_EXTERNAL_GBYTES": { "type": "integer", "example": 0 }, "PROXY_RESIDENTIAL_TRANSFER_GBYTES": { "type": "integer", "example": 0 }, "PROXY_SERPS": { "type": "integer", "example": 0 } } } } } } } } } } ```