data-gov-sg

Autonomous multi-agent system for intelligent HDB resale search — combining geospatial analytics, MRT proximity, and XGBoost price valuation using DeepAgents, LangGraph, FastAPI, and Gradio UI. No database required; reads data directly with SQLite. Dockerized, with reproducible data-ingestion pipelines and support for local LLMs.

Unofficial Python package for interacting with APIs available at Data.gov.sg

Check the accuracy of NEA's 🌧 rainfall predictions

Download and convert Singapore HDB Carpark CSV to JSON files.

Script written to add longitude and latitude to Singapore school data retrieved from data.gov.sg

Use of NEA Weather Forecast API from api.data.gov.sg to visualise 24 hour weather forecast using WS2812 LED strips

Singapore parking finder: nearby carparks, available car lots and estimated parking costs.

AI-assisted full-stack Singapore weather operations dashboard case study

COE-A-Scope is an interactive data visualization project that analyzes Singapore’s Category A Certificate of Entitlement (COE) premiums. Through dynamic charts, users can explore trends in COE premiums, quotas, and bid ratios for different bidding rounds over time.

🏄 .Net Core Microsoft Bot integrated with LUIS and data.gov.sg

Go wrapper for Data.gov.sg real-time APIs.

A paranormal commute advisory for CT Hub, 2 Kallang Ave. A deadpan ghost-hunting instrument that tells you whether to run for the bus. Every reading is live Singapore government data.

Comprehensive Singapore government data MCP server — 46 tools across ACRA, HDB, COE, URA, SingStat, MAS, IRAS, MOE, tourism. Built by Altronis.

Real-time parking discovery and recommendation app using Singapore public data

n8n workflow that pushes live NEA/data.gov.sg weather, AQI, and moon-phase data to a Ulanzi Pixel Clock (AWTRIX NG) for Singapore locations.

WorthIt — free Singapore HDB & condo resale price explorer. 370K+ transactions, deal scoring, price trends, and BTO launch comparisons. Built on data.gov.sg and URA open data.

data.gov.sg MCP — Singapore open data + real-time environment/transport feeds