Interact with our data in the visualizations below. 

This visualization outlines the number of studies found related to the impacts of temperature, precipitation or both on biophysical pathways and systems including variable or changing growing seasons...
Sixteen Categories Visualization
This visualization splits up households in Nigeria, Ethiopia and Tanzania into 16 categories by four binary operators: Poverty, Asset Base, Market Orientation, and Diversification.
Threshold Variability Visualization
This visualization depicts the year over year variability of certain indicators commonly used to define smallholder farmers at particular thresholds.
Nigeria Detailed Household Visualization
This visualization compares the implications of different groups of households in Nigeria side by side uing a range of criteria.
Ethiopia Custom Definitions
This visualization compares the implications of different groups of households in Ethiopia side by side uing a range of criteria.
Tanzania Visualization
This visualization compares the implications of different groups of households in Tanzania side by side uing a range of criteria.
Comparison of Rural Household Definitions in Tanzania
This visualization compares the implications of different definitions of smallholders and rural households in Tanzania side by side. 
Solo Tanzania Smallholder Definitions
This visualization explores the implications of customizable definitions of smallholder farmer on national estimates of rural households.
SHG Prevalance and Coverage

This visualization summarizes data on Self-Help Group interaction and financial service use accross sub-populations in 8 Sub-Saharan African countries using data from the Financ

Changes in Agriculture R&D Investment
This visualization explores the changes in Public Investment in Agriculture Research and Development at the crop level for countries in Sub-Saharan Africa from 2011 to 2014.
Smallholder Farmer Patterns Viz
This data visualization explores the usefulness of the AGRA 2017 Africa Agriculture Status Report classifications for differentiating among smallholder farm households in Ethiopia and Tanzania.
This visualization summarizes data on plot ownership, plot title/certificates, and gender across Tanzania, Ethiopia, and Nigeria over time using data from the LSMS-ISA household panel surveys.
Mobile Money Visualization
This visualization presents data on mobile money awareness, adoption, and use across sub-populatoins and over time in Bangladesh, India, Indonesia, Kenya, Nigeria, Pakistan, Tanzania, and Uganda.
Digital Credit Products Visualization

This visualization summarizes data on characteristics of 68 digital credit products across five countries. 

Ag R&D Investments by Crop Production

This visualization explores the relationship between public agricultural research funding and indicators of crop production in Sub-Saharan Africa.

National Identity Visualization

This visualization summarizes data on national identity programs in 43 countries. Legally instituted forms of personal identification are integral to civic inclusion.

Visualizing Agricultural Productivity

This visualization explores relationships in data from Tanzania that illustrate the complex dynamics of agricultural production decisions at the farm level.