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Emprego Agro ParanáCase Study

Dashboard of formal employment in Paraná agribusiness from CAGED data — seasonality, trends, and labour-market monitoring.

Business Intelligence
2025
Paraná, Brazil
View live site avnergomes.github.io/emprego-agro-parana

Project Overview

CAGED is Brazil's monthly formal employment register: every hire and every dismissal. For agribusiness in Paraná, the headline number hides a strong seasonal signal — harvest peaks, off-season troughs, and the structural drift of the sector over years. This dashboard makes that signal legible.

It ingests every monthly release, classifies CNAE codes into the relevant agribusiness chains, and exposes the seasonality with lollipop, bump, and time-series charts that work for both the harvest-cycle story and the year-on-year drift.

Development Stages

  • CAGED data extraction and chain classification
  • Seasonality and trend analysis
  • Lollipop, Bump and time series visualisations

Tech Stack

React CAGED D3.js Lollipop Python

Outcome

Monitoring surface for Paraná's agricultural labour market — seasonality and trends visible at a glance for planning and policy work.