Visualizations

Nigerian Mobile Phone Usage

This visualization maps the phone usage and agricultural extension penetration in Nigeria relative to cell tower locations.

Evidence of Observed Climate Impacts on Agricultural Systems in Sub-Saharan Africa and South Asia

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 of Sub-Saharan African Households

This visualization splits up households in Nigeria, Ethiopia and Tanzania into 16 categories by four binary operators: Poverty, Asset Base, Market Orientation, and Diversification.

Year Over Year Smallholder Threshold Variability (Sub-Saharan Africa)

This visualization depicts the year over year variability of certain indicators commonly used to define smallholder farmers at particular thresholds.

Detailed Household Definitions Comparison Nigeria

This visualization compares the implications of different groups of households in Nigeria using a range of criteria.

Detailed Household Definitions Comparison Ethiopia

This visualization compares the implications of different groups of households in Ethiopia using a range of criteria.

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Detailed Household Definitions Comparison Tanzania

This visualization compares the implications of different groups of households in Tanzania side by side using 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.

Implications of Definitions of Smallholder Farm Households in Tanzania

This visualization explores the implications of customizable definitions of smallholder farmers on national estimates of rural households.

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Self-Help Group Interaction and Financial Service Use

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

Changes in Public Sector Agriculture R&D Investment in Sub-Saharan Africa

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

Categorizing Smallholder Farmers

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.

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Household Plot Ownership Patterns in Ethiopia, Tanzania, and Nigeria

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.

Awareness, Adoption, and Use of Mobile Money

This visualization presents data on mobile money awareness, adoption, and use across sub-populations and over time in Bangladesh, India, Indonesia, Kenya, Nigeria, Pakistan, Tanzania, and Uganda.

Digital Credit Products in India, Kenya, Nigeria, Tanzania, and Uganda

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

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Public Investment in Agricultural Research and Development

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

National Identity Programs in Developing Countries

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

Agricultural Productivity in Tanzania

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

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