SELMATRAC data management and visualization work turns scattered records into organized, trustworthy datasets and then into visuals that people actually use. This is the bridge between collecting information and making decisions with it.
SELMATRAC data management and visualization work turns scattered records into organized, trustworthy datasets and then into visuals that people actually use. This is the bridge between collecting information and making decisions with it.
Work covers data cleaning and validation, variable coding and documentation, secure database design, reproducible analysis pipelines, and dashboard development so that indicators update as new data arrives. Every chart is designed to answer a specific question.
It includes cleaning and validating data, coding and documenting variables, storing data securely and maintaining it so the dataset stays reliable over time.
Dashboards that track programme indicators, fieldwork progress and results, built in Power BI and comparable tools so teams see current numbers without requesting a report.
