Research & Analysis
Data

Data on Financial Diaries with Smallholder Families

After interviewing 270 smallholder families in three countries over the course of a year about their income, expenses, and agricultural production, CGAP developed data that points to ways better access to financial services could improve their lives. 

Explore the interactive data visualization, which walks you through several data stories. Translated into four languages and equipped with images, personal stories, and audio voiceovers, this interactive piece is a complete multimedia experience.