# Singapore HDB Resale Flat Prices (data.gov.sg) (`pankajbhatia/singapore-hdb-resale-prices`) Actor Every Singapore HDB resale flat transaction since 2017 from official data.gov.sg: month, town, flat type, block, street, storey, floor area, lease, resale price and price per sqm/sqft. Filter by town, type, month, price. - **URL**: https://apify.com/pankajbhatia/singapore-hdb-resale-prices.md - **Developed by:** [Pankaj Bhatia](https://apify.com/pankajbhatia) (community) - **Categories:** Business, Other - **Security:** Limited permissions - **Stats:** 2 total users, 1 monthly users, 100.0% runs succeeded, 0 bookmarks - **User rating**: No ratings yet ## Pricing from $0.30 / 1,000 transactions 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/actors/running/actors-in-store.md#pay-per-event ## What's an Apify Actor? An Actor is a serverless cloud program that runs on the Apify platform. It has two run modes. 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. Apify vocabulary and the platform model are defined once, in the agent quickstart at https://apify.com/agents.md. ## 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. Do not guess an integration path. Every one of them is in the agent quickstart at https://apify.com/agents.md: the Apify MCP server, Agent Skills with the Apify CLI, the JavaScript and Python clients, the REST API, and the account-free path for an agent with no human to sign in. It also carries the rule on stating cost before the first paid run. For examples already wired to this Actor's own input schema, see the [API](#api) section below. Each client library has reference documentation the quickstart does not restate: [JavaScript/TypeScript](https://docs.apify.com/api/client/js/docs.md) (`npm install apify-client`) and [Python](https://docs.apify.com/api/client/python/docs.md) (`pip install apify-client`). # README ## Singapore HDB Resale Flat Prices (data.gov.sg) Get **every HDB resale flat transaction** in Singapore since 2017 from the official **data.gov.sg** dataset published by the Housing & Development Board. Each row has the **month**, **town**, **flat type** (1-room to executive and multi-generation), **block**, **street**, **storey range**, **floor area** in square metres and square feet, **flat model**, **lease start year**, **remaining lease** (as text and in years), **resale price in SGD**, and calculated **price per sqm** and **price per sqft**. You can filter by **town**, **flat type**, **month range**, **street** and **price range**. The newest transactions come first. No login or API key is needed. ### Who is it for? - **Property agents and buyers** checking recent transacted prices for a block, street or town. - **Property portals and valuation tools** that need fresh comparable sales. - **Analysts, journalists and researchers** following Singapore public housing price trends. - **Data scientists** building price models with lease decay and floor-area features. ### How to use it 1. Choose **towns** (the default is Bishan) and optionally **flat types**. 2. Optionally set a **month range** (YYYY-MM), a **street** and a **price range**. 3. Set **Max results per town and flat type** and click **Start**. ### Input example ```json {"towns": ["TAMPINES", "PUNGGOL"], "flatTypes": ["4 ROOM", "5 ROOM"], "monthFrom": "2026-01", "maxResultsPerSearch": 2000} ``` ### Output example ```json {"month": "2026-10", "town": "BISHAN", "flatType": "MULTI-GENERATION", "address": "137 BISHAN ST 12", "storeyRange": "07 TO 09", "floorAreaSqm": 165.0, "floorAreaSqft": 1776.0, "leaseCommenceYear": 1987, "remainingLeaseYears": 59.75, "resalePriceSgd": 1548888.0, "pricePerSqmSgd": 9387, "pricePerSqftSgd": 872} ``` ### How much does it cost? Pay-per-event: a small fee **per transaction** returned, plus a tiny per-run start fee. There is no subscription and no separate platform usage cost. For example, 1,000 transactions cost about $0.30. Searches with no matches and error rows are **not charged**. Use **Max results per town and flat type** or **Maximum cost per run** to cap your spending. ### Use it through the API, integrations or AI agents Run it from the Apify API, on a schedule, or connect it to Make, Zapier, n8n or Google Sheets. AI agents can find and call it through the Apify MCP server. Output is clean JSON with the same fields on every run. ### FAQ **Is it legal?** Yes. HDB publishes resale prices on data.gov.sg under the Singapore Open Data Licence, which allows commercial reuse with attribution. The data has no unit numbers and no buyer or seller information. This tool is not affiliated with HDB or GovTech. **How fresh is it?** HDB updates the dataset regularly, usually daily, with newly registered resale transactions. **Why are the months approximate?** HDB reports the month the resale was registered, not the exact date. **Can I get older data (before 2017)?** HDB keeps older years in separate datasets that this tool does not cover. ### More tools from this developer - [SAM.gov Contract Opportunities Finder & Bid Alerts](https://apify.com/pankajbhatia/sam-gov-contract-opportunities): federal contract opportunities and bid alerts - [Sitemap & URL Extractor](https://apify.com/pankajbhatia/sitemap-url-extractor): get every URL of a website from its sitemaps - [Website to Markdown for AI & RAG](https://apify.com/pankajbhatia/website-to-markdown): turn web pages into clean Markdown for LLMs - [Tech Stack Detector](https://apify.com/pankajbhatia/tech-stack-detector): find what any website is built with - [Apple App Store Reviews Scraper](https://apify.com/pankajbhatia/app-store-reviews): App Store reviews and ratings for any app - 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[Related Keywords Finder](https://apify.com/pankajbhatia/related-keywords-finder): related words, synonyms and suggestions for SEO # Actor input Schema ## `towns` (type: `array`): Empty = all towns. ## `flatTypes` (type: `array`): Empty = all types. ## `monthFrom` (type: `string`): YYYY-MM, e.g. 2025-01. ## `monthTo` (type: `string`): YYYY-MM. ## `streetContains` (type: `string`): e.g. BISHAN ST 11. ## `minPrice` (type: `integer`): 0 = any. ## `maxPrice` (type: `integer`): 0 = any. ## `maxResultsPerSearch` (type: `integer`): Newest first. ## Actor input object example ```json { "towns": [ "BISHAN" ], "flatTypes": [], "monthFrom": "", "monthTo": "", "streetContains": "", "minPrice": 0, "maxPrice": 0, "maxResultsPerSearch": 200 } ``` # Actor output Schema ## `results` (type: `string`): One row per HDB resale transaction. # 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 = { "towns": [ "BISHAN" ], "flatTypes": [], "monthFrom": "", "monthTo": "", "streetContains": "", "minPrice": 0, "maxPrice": 0, "maxResultsPerSearch": 200 }; // Run the Actor and wait for it to finish const run = await client.actor("pankajbhatia/singapore-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 = { "towns": ["BISHAN"], "flatTypes": [], "monthFrom": "", "monthTo": "", "streetContains": "", "minPrice": 0, "maxPrice": 0, "maxResultsPerSearch": 200, } # Run the Actor and wait for it to finish run = client.actor("pankajbhatia/singapore-hdb-resale-prices").call(run_input=run_input) # Fetch and print Actor results from the run's dataset (if there are any) print(f"💾 Check your data here: https://console.apify.com/storage/datasets/{run.default_dataset_id}") for item in client.dataset(run.default_dataset_id).iterate_items(): print(item) # 📚 Want to learn more 📖? Go to → https://docs.apify.com/api/client/python/docs/quick-start ``` ## CLI example ```bash echo '{ "towns": [ "BISHAN" ], "flatTypes": [], "monthFrom": "", "monthTo": "", "streetContains": "", "minPrice": 0, "maxPrice": 0, "maxResultsPerSearch": 200 }' | apify call pankajbhatia/singapore-hdb-resale-prices --silent --output-dataset ``` ## MCP server setup ```json { "mcpServers": { "apify": { "type": "http", "url": "https://mcp.apify.com/?tools=fetch-actor-details,pankajbhatia/singapore-hdb-resale-prices" } } } ``` The hosted server signs you in with OAuth on first connect, so no API token belongs in this config. Clients without OAuth support can send an `Authorization: Bearer ` header instead, using a token from API & Integrations in Apify Console (https://console.apify.com/settings/integrations). ## OpenAPI specification Download the OpenAPI definition: https://api.apify.com/v2/actors/Q14gfJiifNCAsGmZ3/builds/4dEDzawx3cPdutzlg/openapi.json