What are the monthly trends in income and loan disbursement in 2024?
Which regions contributed the most to total KPIs such as members, borrowers, and income?
What is the average portfolio-at-risk across regions and months?
Where are branches with the highest member and borrower counts located geographically?
All analyses and visualizations in this dashboard are derived from a 20% stratified sample of the original microfinance dataset, filtered for the year 2024.
This sampling approach ensures balanced regional representation while enabling faster analysis and prototyping.
Monthly aggregation allows us to observe overall trends and seasonality in key performance indicators (KPIs) such as:
The aggregated monthly_all dataset will serve as the foundation for our time series visualizations, helping to identify growth patterns, performance fluctuations, and potential risks.