National Indicator Frameworks
Data pipelines behind national longevity and fertility research.

01
The Challenge
National research depends on indicator requests and calculations that are consistent enough to use across regions, studies, and reporting cycles.
02
The Solution
Built structured official data-request frameworks for a national longevity study and a standalone regional calculation tool for fertility indicators, including crude birth rate, general and age-specific fertility rates, and total fertility rate.