Without accurate population data, we cannot forecast the needs of future generations such as schools, roads, and hospitals. We need to generate citizen data to encourage innovation and business at the local level, connecting farmers with markets, consumers with producers. 

Infrastructure helps determine the success of manufacturing and agricultural activities. The World Bank says, "Investments in water, sanitation, energy, housing, and transportation also improve lives and help to reduce poverty."  It also goes on to say, "The world consumed 3,101.4 kwh of electricity per capita in 2012." 

Infrastructure helps transport goods, connect people, and expand world trade. It is an investment that is good for all.

"It turns out that advancing equal opportunity and economic empowerment is both morally right and good economics, because discrimination, poverty and ignorance restrict growth, while investments in education, infrastructure and scientific and technological research increase it, creating more good jobs and new wealth for all of us."

Bill Clinton

  

Initiatives

initiative

Collaborative Data Innovation Fund

Resources Available
The Collaborative Data Innovations for Sustainable Development Fund supports projects that work towards achieving the SDGs in low-income and lower middle-income countries.
initiative

Data4SDGs Toolbox

GPSDD Initiated | Looking for Partners | Resources Available
The Data4SDGs Toolbox is a set of tools, methods, and resources to help countries create and implement holistic data roadmaps for sustainable development.
initiative

Data Roadmaps

GPSDD Initiated | Resources Available
Data roadmaps support countries in developing and implementing multi-stakeholder data ecosystems for sustainable development.
  

News

1:00 pm March 23 - 7:30 pm March 23, 2018

Bristol Data Dive

Cities, Transportation, and the Sustainable Development Goals.
9:00 am March 21 - 1:00 pm March 23, 2018

Data for Development Festival

21-23 March 2018, Bristol, United Kingdom
June 13, 2016

Sierra Leone plugs into the Data Revolution for Sustainable Development

What does Sierra Leone's road to harnessing the data revolution for sustainable development look like? A recent workshop co-organized by the Global Partnership for Sustainable Development Data served as a chance to review recent milestones and chart the course ahead.
April 29, 2016

Colombia Welcomes the Global Partnership for Sustainable Development Data to discuss Data Roadmaps for Sustainable Development

Colombia welcomed the Global Partnership for Sustainable Development Data for a series of workshops and discussions on ways to harness the data revolution for sustainable development.
  

Partners

Individual Deprivation Measure Logo
Non-governmental Organization
The Individual Deprivation Measure is a new individual-level, gender-sensitive, measure of multidimensional poverty.
Telefónica Logo
Private sector
Telefónica is a multinational broadband and telecommunications provider.
YMCA The Gambia Logo
Non-governmental Organization
The mandate of the YMCA is to empower young people and communities to be proactive and productive agents in their own development.
IREX Logo
Non-governmental Organization
IREX is a global development and education organization.
Inter-American Development Bank - IDB Logo
Multilateral Organization
The Inter-American Development Bank (IDB) works to reduce poverty and inequality, to improve health and education, and advance infrastructure through financial and technical support for countries in Latin America and the Caribbean.
Bogotá Chamber of Commerce - Cámara de Comercio de Bogotá Logo
Private sector
The Bogotá Chamber of Commerce is a private, not-for-profit organization that provides services to businesses in the Bogotá-Region.
United Nations Economic Commission for Asia and the Pacific ESCAP Logo
Multilateral Organization
The Economic and Social Commission for Asia and the Pacific, one of the five regional commissions of the United Nations, works to overcome some of the region’s greatest challenges by providing results-oriented projects, technical assistance, and capacity building to member States.
United Nations ECLAC Logo - 70 ECLAC For Sustainable Development With Equality
Multilateral Organization
The Economic Commission for Latin America and the Caribbean, one of the five regional commissions of the United Nations, was founded with the purpose of contributing to the economic development of Latin America, coordinating actions directed towards this end, and reinforcing economic ties among countries and with other nations of the world.
Statistical Service Ghana Logo
Government
Ghana Statistical Service's mission is to lead the efficient production and management of quality official statistics in support of national development.
DANE Logo - Informacion Estrategica
Government
The National Administrative Department of Statistics is responsible for the planning, compilation, analysis, and dissemination of the official statistics of Colombia.
United Nations UNESCWA Logo
Multilateral Organization
The Economic and Social Commission for Western Asia (ESCWA) was founded in 1973 and is one of five UN Regional Commissions.
The Governance Lab GovLab Logo
Academic / Research Institution
The Governance Lab at NYU Tandon is an action-research center created to improve people’s lives and strengthen democracy by changing the way we govern using new technologies.
The AI Initiative Logo
Academic / Research Institution
The AI Initiative is an initiative of The Future Society at Harvard Kennedy School dedicated to the rise of Artificial Intelligence. Its mission is to help shape the global AI policy framework.
INDEX Design to Improve Life Logo
Non-governmental Organization
INDEX: Design to Improve Life® is a Danish NPO with global reach. We Inspire, Educate, and Engage in designing sustainable solutions to global challenges.
Bill & Melinda Gates Foundation Logo
Non-governmental Organization
The Bill & Melinda Gates Foundation works across a variety of sectors with the belief that every person deserves the chance to live a healthy, productive life.
UNDP - United Nations Development Programme Logo
Multilateral Organization
The United Nations Development Programme (UNDP) works in about 170 countries and territories, helping to achieve the eradication of poverty and the reduction of inequalities and exclusion.
ODI - Overseas Development Institute Logo
Academic / Research Institution
The Overseas Development Institute (ODI) is a leading independent think tank on international development and humanitarian issues.
GSMA Logo
Private sector
The GSMA represents the interests of mobile operators worldwide, uniting nearly 800 operators with almost 300 companies in the broader mobile ecosystem, including handset and device makers, software companies, equipment providers, and internet companies, as well as organizations in adjacent industry sectors.
IPA - Innovations for Poverty Action
Academic / Research Institution
Innovations for Poverty Action (IPA) is a research and policy non-profit that discovers and promotes effective solutions to global poverty problems.
ODI - Open Data Institute Logo
Non-governmental Organization
The Open Data Institute (ODI) connects, equips, and inspire people around the world to innovate with data.
CARTO Logo
Private sector
CARTO is an open cloud location data platform offering visual insights on where things happen, why they happen, and predicting what will happen in the future.
Athena Infonomics Logo
Private sector
Athena Infonomics is a policy research and development analytics firm focusing on strengthening the use of data and social science research to solve development and inclusive growth issues worldwide.
iRise Mogadishu Innovation Hub logo
Private sector
Our core mission is to increase access to information through using technology and innovation. We leverage civil society, donors, and government to increase data availability.
Cities for Life Let's Co-Create - Ruta N Centro de Innovacion y Negocios Logo
Government
Ruta N develops various programs and services to facilitate the economic development of the city towards intensive businesses in science, technology, and innovation, in an inclusive and sustainable way.
African Development Bank Logo
Multilateral Organization
The overarching objective of the African Development Bank (AfDB) Group is to spur sustainable economic development and social progress in its regional member countries (RMCs), thus contributing to poverty reduction.
WINGU - Tecnología Sin Fines de Lucro
Non-governmental Organization
We love developing projects in partnership with other civil society organizations, that combine technology, open data, and agile methodologies which foster social impact.
Mahiti
Private sector
Mahiti enables civil society organisations to transition to secure cloud-based solutions, gather, analyse, and visualize big-data, use technology to monitor programs, and enhance efficiency and reach.
Open Knowledge Foundation (OKF) Germany - DE
Non-governmental Organization
The Open Knowledge Foundation (OKF) Germany is part of the international Open Knowledge Network promoting open data and digital tools for transparency, accountability and citizen participation
Orodata
Private sector
Orodata is a Civic Tech startup simplifying and democratizing public data, turning them to static or interactive data visualizations and leveraging infographics storytelling to foster ease of access to information, drive accountability and transparency.
DatosElSalvador
Non-governmental Organization
DatosElSalvador is the first open data portal and strategy for opening public data available in non-reusable formats via government websites.
GeoPoll
Private sector
GeoPoll is the world’s largest mobile survey platform, with a network of 200 million users in Africa and Asia.
iTM - for a better world
Private sector
iTech Mission (iTM) is a social impact technology firm that combines strategic thinking and emerging technologies to provide innovative solutions that consistently break new ground for public good.
SEEED
Non-governmental Organization
Society for Economic Empowerment and Entrepreneurship Development (SEEED) is committed to the vision of positive impact on persons and corporate organizations through entrepreneurship development and advancement.
GDN - Global Development Network
Academic / Research Institution
The Global Development Network (GDN) is a public international organization that supports high quality, policy-oriented, social science research in developing and transition countries, to promote better lives.
P - Paragon
Private sector
Paragon is a global network of market research agencies, their clients, NGOs, academics & government partners, working together to bring the Market Research Industry services into the measurement & implementation of SDGs.
IAOS
Non-governmental Organization
The International Association for Official Statistics (IAOS) brings together producers and users of official statistics to promote the understanding and advancement of official statistics and to foster the development of effective and efficient official statistical services, particularly in developing countries.
Kanopi
Private sector
Kanopi is a social technology company that seeks to improve the quality and reach of microfinance institutions. We provide the software, hardware and training to microfinance institutions to improve their financial services, operational efficiency and data management.
ISI
Non-governmental Organization
The International Statistical Institute (ISI) is non-government organisation with a long and laudable history as a key international professional association for statisticians. The ISI represents and connects the whole statistical community across the world with its mission to promote the understanding, development, and good practice of statistics worldwide.
GeoCensos - Mapeamos Juntos un Mundo Mejor
Non-governmental Organization
GeoCensos Foundation is an officially registered NGO working in the Latin America and the Caribbean region that promotes innovative projects in geospatial disciplines.
The World Bank - IBRD - IDA - World Bank Group
Multilateral Organization
The World Bank is a vital source of financial and technical assistance to countries around the world. We are not a bank in the ordinary sense but a unique partnership to reduce poverty and support development.
RAIC - Right to Access Information Commission
Government
The Right to Access Information Commission (RAIC) in Sierra Leone has a clear mandate to make information available to the masses by increasing the supply of open data. In a similar manner, the RAIC is poised to improve data accessibility and to make citizens aware of what rights they have in gaining such access thus addressing the demand side of the equation.
Data-Pop Alliance
Academic / Research Institution
Data-Pop Alliance is a global coalition on Big Data and development that brings together researchers, experts, practitioners, and activists to promote a people-centered Big Data revolution through collaborative research, capacity building, and community engagement.
Center for International Earth Science Information Network - The Earth Institute - Columbia University
Academic / Research Institution
The Center for International Earth Science Information Network (CIESIN) is a center within the Earth Institute at Columbia University. CIESIN works at the intersection of the social, natural, and information sciences, and specializes in online data and information management, spatial data integration and training, and interdisciplinary research related to human interactions in the environment.
National Bureau of Statistics (NBS) - Tanzania - Statistics for Development
Government
The National Bureau of Statistics (NBS) is an autonomous, public institution mandated to coordinate the production and dissemination of official statistics in Tanzania.
Open Data Watch
Non-governmental Organization
Open Data Watch is an international, non-profit, non-governmental organization that works at the junction of open data and official statistics, monitoring open data policies, measuring their success and impact, sharing knowledge, building partnerships, and offering strategic advice and practical assistance to national governments, international organizations, and other NGOs.
Esri
Private sector
Since 1969, Esri has helped organizations map and model our world. Our GIS technology allows users to effectively manage and analyze geographic information so they can make better decisions. As a socially conscious business, we are proud that our technology is used by many organizations who apply location-based insights to solve problems and make our world a better place to live.
AidData
Academic / Research Institution
AidData is a research and innovation lab based at the College of William & Mary in Williamsburg, Virginia that connects resources to results for sustainable development. We combine novel data, rigorous methods, and compelling analysis to assess who is funding what, where, and to what effect.
SAP
Private sector
As the market leader in enterprise application software, SAP’s vision is to help the world run better and improve people’s lives.
VOTO - More Voices, Better Choices
Private sector
VOTO is a Ghana-based tech startup and social enterprise. We make it easy for businesses, governments, and NGOs to share information and gather feedback through interactive SMS or voice calls in local languages – using mobile to instantly reach across distance, language, and literacy barriers.
Mars Omega
Private sector
A specialist intelligence and influence consultancy with a bespoke software tool to assist sustainable development goals with smart thinking.
Visualizing Data for a Better World
Private sector
Data Act Lab is a team of development and interaction experts dedicated to using visualization to make the world a better place. We have 25 years of experience from global development issues, data visualization, and user interface design.
Millennium Challenge Corporation - United States of America
Government
The Millennium Challenge Corporation is an independent U.S. Government agency working to reduce global poverty through economic growth. Created in 2004, MCC provides time-limited grants and assistance to poor countries that meet rigorous standards for good governance, from fighting corruption to respecting democratic rights.
MGU
Academic / Research Institution
Mahatma Gandhi University is in North East India, engaged in teaching, research and outreach activities. The university offers undergraduate, graduate, postgraduate and doctoral level programs.
Global Pulse
Multilateral Organization
Global Pulse is the United Nations Secretary-General's flagship innovation initiative on big data.
UNESCO - United Nations Educational, Scientific and Cultural Organization - UNESCO Institute for Statistics
Multilateral Organization
The UNESCO Institute for Statistics (UIS) is the official and trusted source of internationally-comparable data on education, science, culture and communication. As the official statistical agency of UNESCO, the UIS produces a wide range of indicators in UNESCO’s fields of action by working with national statistical offices, line ministries and other statistical organizations.
Development Gateway - Solutions that empower
Non-governmental Organization
Development Gateway works to ensure governments, organizations, and citizens can access, understand, and apply data to achieve sustainable development outcomes.
World Resources Institute
Academic / Research Institution
WRI is a global research organization that turns big ideas into action at the nexus of environment, economic opportunity and human well-being.
United Nations Economic Commission for Africa
Multilateral Organization
Established by the Economic and Social Council (ECOSOC) of the United Nations (UN) in 1958 as one of the UN's five regional commissions, the United Nations Economic Commission for Africa's (ECA) mandate is to promote the economic and social development of its member states, foster intra-regional integration, and promote international cooperation for Africa's development.
Southern Voice on Post-MDG International Development Goals
Academic / Research Institution
Southern Voice is a network of thinks tanks from the Global South that contributes to the global discourse underpinning shaping and delivery of the SDGs. It also aims to contribute to the effort on “Data Revolution” to support the SDG framework.
World Wide Web Foundation
Non-governmental Organization
The World Wide Web Foundation works to advance the open Web as a public good and a basic right.
IBM
Private sector
People, technology and innovation dedicated to making the world work better.
CSF - Community Systems Foundation
Non-governmental Organization
Community Systems Foundation is a not-for-profit providing data management services to United Nations and government agencies.
Mapbox
Private sector
Mapbox is a mapping platform for developers. Our building blocks make it easy to integrate location into any mobile or online application. We want to change the way people move around cities and understand our planet.
Sustainable Development Solutions Network - A Global Initiative for the United Nations
Academic / Research Institution
The Sustainable Development Solutions Network connects researchers, practitioners, and policymakers around the globe to create and catalyze solutions to our world's most pressing economic, social, and environmental challenges.
Agora
Non-governmental Organization
Agora makes it easier for donors to give to amazing causes and for nonprofits to focus on impact (rather than marketing).
C-Change
Private sector
C-Change triggers business to make a difference and equip them to bring their purpose to life. We convene. We consult. And, most importantly, we are launching a technology platform that enables corporates globally to capture, share, and accelerate their impact through an innovative, easy to use, in-house portal.
SDSN Youth
Non-governmental Organization
SDSN Youth is the global youth division of the Sustainable Development Solutions Network (SDSN). It is a new initiative to amplify the tremendous energy and capabilities of youth in generating broader buy-in for the SDGs by mobilizing resources and building capacity to empower action.
 GEO - Group on Earth Observations
Non-governmental Organization
GEO harnesses the power of open data through the Global Earth Observation System of Systems for access to better information and decision making for a changing planet.
Royal Statistical Society - Data, Evidence, Decisions
Non-governmental Organization
We are a membership body whose vision is to put data at the heart of understanding and decision making
Open Data for Development Network
Non-governmental Organization
Open Data for Development (OD4D) is a global network of leaders in the Open Data community, working together to develop open data solutions around the world.
  

Resources

Research, Methods and Good Practices

Harnessing the Data Revolution to Achieve the Sustainable Development Goals

Harnessing the Data Revolution to Achieve the Sustainable Development Goals: Enabling Frogs to Leap, a report of the Center for Strategic and International Studies and the JICA Research Institute, analyzes the challenges and opportunities that exist in the pursuit of the data revolution.
Leave No One Behind | Research, Methods and Good Practices

Africa Data Revolution Report 2016

The Africa Data Revolution Report 2016: Highlighting developments in African data ecosystems is envisioned to provide a thorough review on the data ecosystem in the continent based on in-depth country assessments.
Research, Methods and Good Practices

Counting on the World: Building Modern Data Systems for Sustainable Development

The report intends to support national and international policy makers taking an evidence-based approach to SDG planning and implementation. It looks to design modern, fit-for-purpose data systems that improve the quality, reach and impact of public service delivery and strengthen environmental protection. It sets out a vision for modern data systems, supported by a broad range of actors, while also providing specific recommendations to drive urgent action.
Principles and Standards | Research, Methods and Good Practices

Cape Town Global Action Plan for Sustainable Development Data

This global plan is intended to provide a framework for discussion on, and planning and implementation of statistical capacity building necessary to achieve the scope and intent of the 2030 Agenda.
Leave No One Behind | Research, Methods and Good Practices

Development Co-operation Report 2017

This report sets out priority actions and good practices that will help policy makers and providers of development assistance to bridge the global data divide, notably by strengthening statistical systems in developing countries to produce better data for better policies and better lives.
Research, Methods and Good Practices

What Do We Know About the Value of Data?

There is strong rhetorical consensus that better data are a prerequisite to achieving the Sustainable Development Goals and leaving no one behind, but the demand for better data has not translated into corresponding growth in funding. To confront this challenge, this paper seeks to better understand what we know about the value of data. How have economists and other researchers attempted to measure the value of data and how well do they do at painting the picture of what data are really worth?
Research, Methods and Good Practices

Making the Case: More and Better Financing for Development Data

Meeting the data challenges of the SDGs will require increased investments in international and national data and statistical systems. This resource makes the case for investing in data, highlight the current state of financing for statistics, identify funding gaps, and make the case for not just more but better financing for data.
Data4SDGs Toolbox

Subnational Data for Sustainable Development

This Data4SDGs Toolbox module is based on the experiences and lessons learned from the Open Institute’s Global Goals for Local Impact project and seeks to inform data challenges and opportunities at both the national and subnational level.
Data4SDGs Toolbox

Open Mapping for the SDGs

This Data4SDGs Toolbox module provides a brief compendium of resources for national bureaus of statistics, national mapping agencies, line ministries and non-government partners to foster the growth of participatory mapping in their countries and develop national roadmaps.
Data4SDGs Toolbox

Open Data for Sustainable Development

This Data4SDGs Toolbox module provides stakeholders with open data core principles and essential resources needed to prioritize, open and use key datasets relevant to achieving and monitoring the SDGs.
Data4SDGs Toolbox

Mobile Data for Sustainable Development

The objective of this Data4SDGs Toolbox module is to describe an approach for leveraging mobile data to address social goals and questions in support of the SDGs.
Data4SDGs Toolbox

Tool 3: Questionnaire

The Questionnaire from the Minimum Essential Data Package is a tool intended to help national data teams to evaluate their preparedness for SDG monitoring, and to subsequently draft a Data Roadmap for Sustainable Development.
Data4SDGs Toolbox

Tool 2: Common Data Template

The Common Data Template from the Minimum Essential Data Package is a tool to help local country teams assess data gaps and construct data baselines.
Data4SDGs Toolbox

Tool 1: Essential Minimum Data Package

The Essential Minimum Package can be adapted by a country’s national data team (NSOs and a broad community of national data actors) to a realistic set of goals that the country aims to achieve by 2030, according to its own circumstances (current data availability, resources available, and other enabling environment conditions).
Data4SDGs Toolbox

Minimum Essential Data Package

The Minimum Essential Data Package summarizes work completed by the United Nations Sustainable Development Solutions Network (SDSN) to support the development of the Data4SDGs Toolbox module.
Data4SDGs Toolbox

Earth Observation Data to Support the SDGs

Earth observations can track global change in high resolution and in real time, and their use in SDG monitoring and decision-making is essential in capturing the sustainability of developments underpinning the SDG framework. This Data4SDGs Toolbox module explores how Earth observations can be used for action and data-driven decision-making across government, and to support targeted development programmes.
Data4SDGs Toolbox

Making Use of Citizen-Generated Data

This Data4SDGs Toolbox module explores how citizen-generated data — data individuals or their organizations produce to directly monitor, demand or drive change on issues that affect them — can be leveraged to support the effective tracking of progress on the Sustainable Development Goals (SDGs).
Data4SDGs Toolbox

Data Roadmaps for Sustainable Development Guidelines

This module provides an overarching framework and set of guidelines for developing data roadmaps for sustainable development. It articulates the overall goals and purposes of the Data4SDGs Toolbox and links other modules to the roadmap process.
Platforms and Applications

'Caminos de la Villa' API

This digital platform hosts maps of the 'villas' in Argentina, and it allows citizens to report cases of public-service gaps, such as in street lighting, sanitation, and paving.
Research, Methods and Good Practices

Listening to Leaders: Which Development Partners Do They Prefer and Why?

Measuring whether, when, how, and why individual development partners have influenced reform efforts in low- and middle-income countries is a challenge that has confounded scholars, practitioners, and policymakers for many decades. In a report launched in October 2015, AidData draws upon the firsthand experiences and observations of nearly 6,750 policymakers and practitioners in 126 countries to answer these critical questions.
Training and Capacity Building

DataRepública

DataRepública is a digital platform oriented to connect citizens to data and to strengthen the skills of the development actors for evidence-based decision-making and communication based on data, connecting the dots and producing inputs to achieve the Sustainable Development Goals.
Platforms and Applications

ODIN: Open Data Inventory

The Open Data Inventory (ODIN) assesses the coverage and openness of official statistics to identify gaps, promote open data policies, improve access, and encourage dialogue between national statistical offices (NSOs) and data users. Scores allow comparisons across topics and countries. In 2016, 125 countries were assessed.
Platforms and Applications

Resource Watch

Resource Watch is an open, freely accessible, online global data system that unites technology, transparency, and human networks to drive sustainable management of the planet’s resources.
Platforms and Applications

Tanzania Socioeconomic Database and Dashboard

The Tanzania Socioeconomic Database is a comprehensive and up-to-date socioeconomic database system. Its main objective is to democratise access, use and dissemination of accurate data on a wide range of socioeconomic indicators in a user-friendly manner.
Research, Methods and Good Practices

Use of IATI in Country Systems

This paper presents a brief summary of Development Gateway (DG) activities and learning through its ongoing year-long program “Use of IATI in Country Systems.”
Data4SDGs Toolbox

2030Watch: Civil Society Monitoring of the SDGs at the Country Level

The Open Knowledge Foundation (OKF) Germany has developed a prototype for SDG Monitoring at the national level, with a focus on SDG implementation in high-income countries and their responsibilities in this context. The tool includes three data visualisations.
Platforms and Applications

SDG Crowdsourcing App: Take Action on the SDGs!

Esri invites you to take action on the SDGs. Go to their site, upload your information, and a description of your aims to contribute to the fulfillment of the Sustainable Development Goals.
Research, Methods and Good Practices

Big Data for Development: A Primer

In an effort to help shed some light on those questions, the United Nations Global Pulse is pleased to share "Big Data for Development Primer” - a brief introductory guide to big data for the development community.
Research, Methods and Good Practices

Mobile Data for Development: A Primer

UN Global Pulse is pleased to publish ‘Mobile Phone Network Data for Development’, a primer on how analysis of Call Detail Records (CDRs) can provide valuable information for humanitarian and development purposes.
Platforms and Applications

The SDG Hub: SDG Open Data Site

Esri is proud to present The SDG Hub, an SDG Open Data Site where everyone can tell their stories, and engage and inspire their audiences by combining text, images, and other multimedia content with maps.
Platforms and Applications

NASA's Socioeconomic Data and Applications Center

NASA's SEDAC, the Socioeconomic Data and Applications Center, offers a wide range of data relevant to sustainable development, including data and indicators on population, infrastructure, land use, poverty, natural resources, disaster risk, climate impacts and vulnerability, environmental pollution, and international environmental agreements. It also offers interactive visualization and query tools to support research, applications, and decision making, including innovative mapping clients and mobile applications.
Data4SDGs Toolbox

ADAPT: Advanced Data Planning Tool

The Advanced Data Planning tool (ADAPT) from the Partnership in Statistics for Development in the 21st Century (PARIS21) allows national statistical offices (NSOs) to identify data gaps and the necessary resources to fill those gaps. It reveals gaps in data coverage, reporting, financing and disaggregation.