Data: 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. For more information about this research, download the publication.

The Smallholder Diaries data has been published two ways. First, you can 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.

Smallholders dataviz snapshot

Explore the Interactive Data Visualization »


For those looking for more specific aspects of the Smallholder Diaries data set, you can also access the microdata from the World Bank Website.


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