Global Data and Insights Team/Movement Data/Equity Landscape/Metrics Schema Table

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Equity Landscape
Metric Type Domain/Facet Objective Available Signal Measures




Engagement Domain

Readership Understand each country's relative presence and growth of readers using average monthly unique devices and average monthly pageviews as the proxy measures. Average unique_devices_per_domain_monthly

Average monthly pageviews

Editorship Understand each country's relative presence and growth in terms of proportion of average monthly editors, and active editors as the proxy measures. Average mediawiki_geoeditors_monthly

Proportion mediawiki_geoeditors_monthly "active" editors

Program Leadership Understand the relative presence and capacity for Wikimedia programs in each country. Historic non-affiliate Project Grants

Annual non-affiliate project grants

Education Events

GLAM Events

Count of organizing groups engaged

Grants Leadership Understand the relative presence and capacity of Wikimedia grants in each country. Annual grants count and USD

Historic grants count and USD

Affiliate Leadership Understand the relative presence and capacity for affiliate organizing in each country. Highest Governance Type

Tenure of Recognition

Affiliate grants

Affiliate count

Membership count



Context Domain

Access Understand the relative internet access status and growth in access for each country. Population Accessing Internet

GSMA Mobile Connectivity Score

Social Progress Index:

  • Access to Information
  • Access to Basic Knowledge
Freedom

ON HOLD FOR BUILD AS WE EXPLORE ALTERNATIVES TO FREEDOM INDEX

Understand the relative freedom status and growth in freedom for each country. Freedom Index

World Press Freedom Index

Control of Corruption Score

Population Penetration Understand the relative editor penetration within each country. Average monthly WP Editor count divided by the population
Population Presence & Growth Understand the relative population presence and growth in population for each country. World Population

Annual Population Growth

Engagement Domain Roll-up Overall Engagement Understand what the overall level of engagement in each country is across the domains of readers, editors and movement organizers in the programs, grants, and affiliates spaces. Readership

Editorship

Program Leadership

Grants Leadership

Affiliate Leadership

Context Domain Roll-up Overall Enablement

ON HOLD FOR BUILD AS WE EXPLORE ALTERNATIVES TO FREEDOM INDEX

Understand the overall momentum for the enablement of growth in each country based on access, freedoms, and available population. Access

Freedom

Comparison Engagement to Context Domains Rank in under-representation Understand what the relative gap in Wikimedia presence and growth is compared to the population presence and growth in each country. Population Presence & Growth

Overall Engagement

Metric Facet Readers Presence Understand the extent to which readers are present in each country. Monthly pageviews

Monthly unique devices

Readers Growth Understand the extent to which readership is developing in each country. Annual growth in monthly pageviews

Annual growth in monthly unique devices

Editors Presence Understand the extent to which editors are present and active in each country. Editors

% Active editors

Editors Growth Understand the extent to which editorship is developing in each country. Annual growth in Editors

Annual growth in Active editors

Grants Presence Understand the extent to which Wikimedia grants are present and active in each country. Annual grants (USD* and count)

Historic grants (USD* and count)

* USD weighted by GDP (PPP)

Grants Growth Understand the extent to which grants leadership is developing in each country. 5-year grants growth rate averaged to be annual
Affiliates Presence Understand the extent to which affiliates are present in each country. Active affiliates in Country

Affiliate size (average)

Affiliate tenure (Years) (sum)

Affiliate Growth Understand the extent to which the affiliate ecosystems is developing in each country. Count new recognitions

Affiliate annual grants proportion

Count nascent organizing groups engaged

Context Domain

IN EXPLORATION

Estimated Contributor Gender Gap Understand the extent of our contributor gender gap in each country. Estimated Contributor Gender Ratios (% women)

World Bank Gender Ratios (% of total population women)

Gender Inequality Understand the extent to which gender inequality may be a factor in each country. Gender Inequality Index

Gender Development Index

Human Development Understand the relative human development status for each country. Human Development Index (HDI)

Labour share of GDP, comprising wages and social protection transfers

Income Index (GNI per capita)

Income-adjusted HDI (IHDI)

Palma Ratio To input to our understanding of the extent to which income inequality may be a factor in each country. Income held by the richest 10%

Income held by the poorest 40%

Income Inequality Understand the extent to which income inequality may be a factor in each country. Income Inequality GINI Index

Palma Ratio

Human Inequality Understand the extent to which overall human inequality in life expectancy, education, and income may be a factor in each country. Overall loss in HDI due to inequality

Coefficient of Human Inequality

Inclusion Understand the level of inclusive practices and avoidance of oppression/exclusion of minority status population groups. Peoples Under Threat

Inclusiveness Index