municipal-data

Smart city dashboard for analyzing and visualizing municipal complaints across departments with insights, alerts, and decision support.

Construção dos indicadores municipais para o Brasil, utilizando os microdados do Censo 2010 através do R e Stata ---- Construction of municipal indicators from Brazil’s 2010 Census microdata using Stata and R

A high-security ecosystem and forensic defense system designed to protect municipal data registries against advanced adversarial threats.

e-Statの市区町村統計からPCA都市化指標を構築し、外部変数で検証 — PCA-based urbanization index from Japanese municipal e-Stat data with held-out validation

TownIntel is an open-source civic intelligence platform connecting census, property, rental registration, occupancy, and municipal compliance data to reveal housing discrepancies, registration gaps, and community trends through transparent, privacy-focused analytics.

Pipeline Python para coleta rastreável e conferência de dados territoriais públicos de Mogi das Cruzes e Itanhaém.

Production-grade Python playbooks for automating municipal zoning tracking, GIS feed ingestion, spatial impact analysis, and compliance workflows.

Unofficial San Antonio municipal finance datasets reconstructed from City PDFs.

Pull municipal meeting data from Legistar and friends into one normalized JSON shape

API de ciudad de Aranda de Duero con endpoints con información pública y de utilidad

Interactive dashboard to explore municipal energy usage and GHG emissions (2015–2017 dataset). Built with React, Chart.js, and TailwindCSS for clean, responsive data visualization.

GIS data validation and asset preparation pipeline built on City of Guelph Open Data using ArcPy

Engineering case study for PermitVision, a municipal permit intelligence and ranking system.

San Diego 311 data → decision memo, requirements (user stories + acceptance criteria), and an LLM dedup-feasibility eval graded against the city's own duplicate labels. Real dataset, real BA deliverables.

Data science layer for an AI-assisted municipal planning decision-support prototype (CAN-SIMPLAN).

A Model Context Protocol (MCP) server providing seamless access to eThekwini municipality's comprehensive GIS datasets through standardized APIs, enabling spatial data integration for AI agents and applications.

Dados, auditoria e análise territorial de consórcios intermunicipais em Minas Gerais.