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Data Grid Completeness
84% 
16/19 Core Data 19 Datasets 12 Organisations Show legend
What is Data Grid Completeness?
Data Grid Completeness defines a set of core data that are essential for preparedness and emergency response. For select countries, the HDX Team and trusted partners evaluate datasets available on HDX and add those meeting the definition of a core data category to the Data Grid Completeness board above. Please help us improve this feature by sending your feedback to hdx@un.org.
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Presence, freshness, and quality of dataset
  • Dataset fully matches criteria and is up-to-date
  • Dataset partially matches criteria and/or is not up-to-date
  • No dataset found matching the criteria
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Affected People
3 Datasets
100% 
Internally-Displaced Persons
Mali Displacement - [IDPs, Returnees] - Baseline Assessment [IOM DTM]
International Organization for Migration (IOM)
Refugees & Persons of Concern
Mali - Data on forcibly displaced populations and stateless persons
UNHCR - The UN Refugee Agency
Returnees
Mali Displacement - [IDPs, Returnees] - Baseline Assessment [IOM DTM]
International Organization for Migration (IOM)
Humanitarian Needs
Mali: Humanitarian Needs Overview
OCHA Mali
Coordination & Context
5 Datasets
50%  50% 
3w - Who is doing what where
Mali : Operational Presence
OCHA Mali
Current IATI aid activities in Mali
International Aid Transparency Initiative
Funding
Mali - Requirements and Funding Data
OCHA Financial Tracking System (FTS)
Conflict Events
Mali - Conflict Events
Armed Conflict Location & Event Data Project (ACLED)
Humanitarian Access
Mali: Attacks on Aid Operations, Education, Health and Protection
Insecurity Insight
Food Security & Nutrition
3 Datasets
100% 
Food security
Food Security Data in West & Central Africa: Cadre Harmonise (CH) and Integrated Food Security Phase Classification (IPC) data
Food Security and Nutrition Working Group, West and Central Africa
Acute Malnutrition
Mali: Nutrition SMART Survey Results and Trends
OCHA Mali
Food Prices
Mali - Food Prices
WFP - World Food Programme
Geography & Infrastructure
4 Datasets
75%  25% 
Administrative Divisions
Mali - Subnational Administrative Boundaries
OCHA Mali
Populated Places
Mali - Settlements
OCHA Mali
Roads
Mali: Bamako Roads Network
OCHA Mali
Airports
Airports in Mali
OurAirports
Health & Education
2 Datasets
100% 
Health Facilities
Health Facilities in sub-Saharan Africa
HDX
Education Facilities
Mali Schools
OCHA Mali
Population & Socio-economy
2 Datasets
100% 
Baseline Population
Mali - Subnational Population Statistics
OCHA Mali
Poverty Rate
Mali: Global Multidimensional Poverty Index (MPI)
Oxford Poverty & Human Development Initiative
Data Datasets [211] | Archived Datasets[42] [?] Show filter:
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  • Interagency Response Plans in 2022
    HDX
    Updated 25 May 2022 | Dataset date: January 01, 2021-May 26, 2022
    This dataset updates: Every month
    At the time of the Global Humanitarian Overview 2022 launch in December 2021, 274 million people need humanitarian assistance and protection. This number means that 1 in 29 people worldwide needs humanitarian assistance – a significant increase from 1 in 33 in 2020 and 1 in 45 in 2019, which were already the highest figures in decades. The UN and partner organizations aim to assist 183 million people most in need across 30 countries and 7 regions and require a total of $ 41 billion to do so.
  • Mali - Subnational Edge-matched Administrative Boundaries
    OCHA Field Information Services Section (FISS)
    Updated 25 May 2022 | Dataset date: May 25, 2022-May 26, 2022
    This dataset updates: Every year
    Mali administrative level 0-3 edge-matched gazetteer, shapefiles, geodatabase, and geoservice. These layers are suitable for database or GIS linkage to the Mali - Subnational Population Statistics tables using the ADM0, ADM1, ADM2, and ADM3_Pcode fields. Vetting and live service provision by Information Technology Outreach Services (ITOS) with funding from USAID.
  • Mali - Requirements and Funding Data
    OCHA Financial Tracking System (FTS)
    8000+ Downloads
    Updated 25 May 2022 | Dataset date: May 25, 2022-May 25, 2022
    This dataset updates: Every day
    FTS publishes data on humanitarian funding flows as reported by donors and recipient organizations. It presents all humanitarian funding to a country and funding that is specifically reported or that can be specifically mapped against funding requirements stated in humanitarian response plans. The data comes from OCHA's Financial Tracking Service, is encoded as utf-8 and the second row of the CSV contains HXL tags.
  • Mali - Conflict Events
    Armed Conflict Location & Event Data Project (ACLED)
    200+ Downloads
    Updated 24 May 2022 | Dataset date: January 01, 1997-May 20, 2022
    This dataset updates: Every week
    A weekly dataset providing the total number of reported political violence, civilian-targeting, and demonstration events in Mali. Note: These are aggregated data files organized by country-year and country-month. To access full event data, please register to use the Data Export Tool and API on the ACLED website.
  • Movement Range Maps
    Data for Good at Meta (previously Facebook)
    42000+ Downloads
    Updated 24 May 2022 | Dataset date: March 01, 2020-May 26, 2022
    This dataset updates: Every day
    NOTE: We plan to no longer update this dataset after May 22 2022. These data sets are intended to inform researchers and public health experts about how populations are responding to physical distancing measures. In particular, there are two metrics, Change in Movement and Stay Put, that provide a slightly different perspective on movement trends. Change in Movement looks at how much people are moving around and compares it with a baseline period that predates most social distancing measures, while Stay Put looks at the fraction of the population that appear to stay within a small area during an entire day. Full details, including the privacy protections in this data, are available here: https://research.fb.com/blog/2020/06/protecting-privacy-in-facebook-mobility-data-during-the-covid-19-response/
  • Mali: Attacks on Aid Operations, Education, Health and Protection
    Insecurity Insight
    600+ Downloads
    Updated 23 May 2022 | Dataset date: January 01, 2019-December 31, 2021
    This dataset updates: As needed
    These datasets contain information on violent and threatening incidents affecting aid operations, civilians, education, healthcare, refugees and IDPs in Mali to ensure staff safety and better response outcomes.
  • Attacks on Health Care in Countries in Conflict
    Insecurity Insight
    8000+ Downloads
    Updated 23 May 2022 | Dataset date: January 01, 2016-December 31, 2021
    This dataset updates: As needed
    The Safeguarding Health in Conflict Coalition (SHCC) is made up of 40 health provider organizations, humanitarian groups, human rights organizations, NGOs, and academic programs to take action to protect health workers and end attacks against them. This page is managed by SHCC member Insecurity Insight.
  • Mali - Prices
    Food and Agriculture Organization (FAO)
    900+ Downloads
    Updated 22 May 2022 | Dataset date: January 01, 1991-December 31, 2021
    This dataset updates: Every year
    Prices for Mali. Contains data from the FAOSTAT bulk data service covering the following categories: Consumer Price Indices, Deflators, Exchange rates, Producer Prices
  • Mali - Food Prices
    WFP - World Food Programme
    1700+ Downloads
    Updated 22 May 2022 | Dataset date: January 15, 2003-April 15, 2022
    This dataset updates: Every week
    This dataset contains Food Prices data for Mali, sourced from the World Food Programme Price Database. The World Food Programme Price Database covers foods such as maize, rice, beans, fish, and sugar for 98 countries and some 3000 markets. It is updated weekly but contains to a large extent monthly data. The data goes back as far as 1992 for a few countries, although many countries started reporting from 2003 or thereafter.
  • Food Security Data in West & Central Africa: Cadre Harmonise (CH) and Integra...
    Food Security and Nutrition Working Group, West and Central Africa
    6900+ Downloads
    Updated 15 May 2022 | Dataset date: January 01, 2014-May 26, 2022
    This dataset updates: Every year
    The Cadre Harmonisé (CH) and Integrated Food Security Phase Classification (IPC) are analytical frameworks which synthesize indicators of food and nutrition security outcomes and the inference of contributing factors into scales and figures representing the nature and severity of crisis and implications for strategic response in food security and nutrition. (Refer to the documents linked as showcases for more information).
  • Mali - Health Indicators
    World Health Organization
    6300+ Downloads
    Updated 15 May 2022 | Dataset date: January 01, 1968-December 31, 2019
    This dataset updates: Every month
    Contains data from World Health Organization's data portal covering the following categories: Mortality and global health estimates, Sustainable development goals, Millennium Development Goals (MDGs), Health systems, Malaria, Tuberculosis, Child health, Infectious diseases, Neglected Tropical Diseases, World Health Statistics, Health financing, Tobacco, Substance use and mental health, Injuries and violence, HIV/AIDS and other STIs, Public health and environment, Nutrition, Urban health, Noncommunicable diseases, Noncommunicable diseases CCS, Negelected tropical diseases, Infrastructure, Essential health technologies, Medical equipment, Demographic and socioeconomic statistics, Health Equity Monitor, TOBACCO, Neglected tropical diseases, International Health Regulations (2005) monitoring framework, 0, Insecticide resistance, Oral health, Universal Health Coverage, Global Observatory for eHealth (GOe), RSUD: GOVERNANCE, POLICY AND FINANCING : PREVENTION, RSUD: GOVERNANCE, POLICY AND FINANCING: TREATMENT, RSUD: GOVERNANCE, POLICY AND FINANCING: FINANCING, RSUD: SERVICE ORGANIZATION AND DELIVERY: TREATMENT SECTORS AND PROVIDERS, RSUD: SERVICE ORGANIZATION AND DELIVERY: TREATMENT CAPACITY AND TREATMENT COVERAGE, RSUD: SERVICE ORGANIZATION AND DELIVERY: PHARMACOLOGICAL TREATMENT, RSUD: SERVICE ORGANIZATION AND DELIVERY: SCREENING AND BRIEF INTERVENTIONS, RSUD: SERVICE ORGANIZATION AND DELIVERY: PREVENTION PROGRAMS AND PROVIDERS, RSUD: SERVICE ORGANIZATION AND DELIVERY: SPECIAL PROGRAMMES AND SERVICES, RSUD: HUMAN RESOURCES, RSUD: INFORMATION SYSTEMS, RSUD: YOUTH, FINANCIAL PROTECTION, AMR GLASS, Noncommunicable diseases and mental health, Health workforce, AMR GASP, ICD, SEXUAL AND REPRODUCTIVE HEALTH, Immunization, NLIS For links to individual indicator metadata, see resource descriptions.
  • Aid Worker KKA (Killed, Kidnapped or Arrested)
    Insecurity Insight
    10000+ Downloads
    Updated Live | Dataset date: January 01, 2015-April 19, 2022
    This dataset updates: Live
    This dataset contains agency- and publicly-reported data for events in which an aid worker was killed, kidnapped, or arrested. Categorized by country.
  • Mali - Data on Conflict Events
    HDX
    800+ Downloads
    Updated 3 May 2022 | Dataset date: June 28, 1990-December 30, 2019
    This dataset updates: Every month
    This dataset is UCDP's most disaggregated dataset, covering individual events of organized violence (phenomena of lethal violence occurring at a given time and place). These events are sufficiently fine-grained to be geo-coded down to the level of individual villages, with temporal durations disaggregated to single, individual days. Sundberg, Ralph, and Erik Melander, 2013, “Introducing the UCDP Georeferenced Event Dataset”, Journal of Peace Research, vol.50, no.4, 523-532 Högbladh Stina, 2019, “UCDP GED Codebook version 19.1”, Department of Peace and Conflict Research, Uppsala University
  • Mali - Economic, Social, Environmental, Health, Education, Development and En...
    World Bank Group
    700+ Downloads
    Updated 3 May 2022 | Dataset date: January 01, 1960-December 31, 2021
    This dataset updates: Every month
    Contains data from the World Bank's data portal covering the following topics which also exist as individual datasets on HDX: Agriculture and Rural Development, Aid Effectiveness, Economy and Growth, Education, Energy and Mining, Environment, Financial Sector, Health, Infrastructure, Social Protection and Labor, Poverty, Private Sector, Public Sector, Science and Technology, Social Development, Urban Development, Gender, Millenium development goals, Climate Change, External Debt, Trade.
  • Mali - Trade
    World Bank Group
    200+ Downloads
    Updated 3 May 2022 | Dataset date: January 01, 1960-December 31, 2020
    This dataset updates: Every month
    Contains data from the World Bank's data portal. There is also a consolidated country dataset on HDX. Trade is a key means to fight poverty and achieve the Millennium Development Goals, specifically by improving developing country access to markets, and supporting a rules based, predictable trading system. In cooperation with other international development partners, the World Bank launched the Transparency in Trade Initiative to provide free and easy access to data on country-specific trade policies.
  • Mali - External Debt
    World Bank Group
    200+ Downloads
    Updated 3 May 2022 | Dataset date: January 01, 1960-December 31, 2020
    This dataset updates: Every month
    Contains data from the World Bank's data portal. There is also a consolidated country dataset on HDX. Debt statistics provide a detailed picture of debt stocks and flows of developing countries. Data presented as part of the Quarterly External Debt Statistics takes a closer look at the external debt of high-income countries and emerging markets to enable a more complete understanding of global financial flows. The Quarterly Public Sector Debt database provides further data on public sector valuation methods, debt instruments, and clearly defined tiers of debt for central, state and local government, as well as extra-budgetary agencies and funds. Data are gathered from national statistical organizations and central banks as well as by various major multilateral institutions and World Bank staff.
  • Mali - Climate Change
    World Bank Group
    400+ Downloads
    Updated 3 May 2022 | Dataset date: January 01, 1960-December 31, 2021
    This dataset updates: Every month
    Contains data from the World Bank's data portal. There is also a consolidated country dataset on HDX. Climate change is expected to hit developing countries the hardest. Its effects—higher temperatures, changes in precipitation patterns, rising sea levels, and more frequent weather-related disasters—pose risks for agriculture, food, and water supplies. At stake are recent gains in the fight against poverty, hunger and disease, and the lives and livelihoods of billions of people in developing countries. Addressing climate change requires unprecedented global cooperation across borders. The World Bank Group is helping support developing countries and contributing to a global solution, while tailoring our approach to the differing needs of developing country partners. Data here cover climate systems, exposure to climate impacts, resilience, greenhouse gas emissions, and energy use. Other indicators relevant to climate change are found under other data pages, particularly Environment, Agriculture & Rural Development, Energy & Mining, Health, Infrastructure, Poverty, and Urban Development.
  • Mali - Millenium development goals
    World Bank Group
    200+ Downloads
    Updated 3 May 2022 | Dataset date: January 01, 2000-December 31, 2018
    This dataset updates: Every month
    Contains data from the World Bank's data portal. There is also a consolidated country dataset on HDX.
  • Mali - Gender
    World Bank Group
    400+ Downloads
    Updated 3 May 2022 | Dataset date: January 01, 1960-December 31, 2021
    This dataset updates: Every month
    Contains data from the World Bank's data portal. There is also a consolidated country dataset on HDX. Gender equality is a core development objective in its own right. It is also smart development policy and sound business practice. It is integral to economic growth, business growth and good development outcomes. Gender equality can boost productivity, enhance prospects for the next generation, build resilience, and make institutions more representative and effective. In December 2015, the World Bank Group Board discussed our new Gender Equality Strategy 2016-2023, which aims to address persistent gaps and proposed a sharpened focus on more and better gender data. The Bank Group is continually scaling up commitments and expanding partnerships to fill significant gaps in gender data. The database hosts the latest sex-disaggregated data and gender statistics covering demography, education, health, access to economic opportunities, public life and decision-making, and agency.
  • Mali - Urban Development
    World Bank Group
    300+ Downloads
    Updated 3 May 2022 | Dataset date: January 01, 1960-December 31, 2021
    This dataset updates: Every month
    Contains data from the World Bank's data portal. There is also a consolidated country dataset on HDX. Cities can be tremendously efficient. It is easier to provide water and sanitation to people living closer together, while access to health, education, and other social and cultural services is also much more readily available. However, as cities grow, the cost of meeting basic needs increases, as does the strain on the environment and natural resources. Data on urbanization, traffic and congestion, and air pollution are from the United Nations Population Division, World Health Organization, International Road Federation, World Resources Institute, and other sources.
  • Mali - Social Development
    World Bank Group
    200+ Downloads
    Updated 3 May 2022 | Dataset date: January 01, 1960-December 31, 2021
    This dataset updates: Every month
    Contains data from the World Bank's data portal. There is also a consolidated country dataset on HDX. Data here cover child labor, gender issues, refugees, and asylum seekers. Children in many countries work long hours, often combining studying with work for pay. The data on their paid work are from household surveys conducted by the International Labour Organization (ILO), the United Nations Children's Fund (UNICEF), the World Bank, and national statistical offices. Gender disparities are measured using a compilation of data on key topics such as education, health, labor force participation, and political participation. Data on refugees are from the United Nations High Commissioner for Refugees complemented by statistics on Palestinian refugees under the mandate of the United Nations Relief and Works Agency.
  • Mali - Science and Technology
    World Bank Group
    200+ Downloads
    Updated 3 May 2022 | Dataset date: January 01, 1975-December 31, 2020
    This dataset updates: Every month
    Contains data from the World Bank's data portal. There is also a consolidated country dataset on HDX. Technological innovation, often fueled by governments, drives industrial growth and helps raise living standards. Data here aims to shed light on countries technology base: research and development, scientific and technical journal articles, high-technology exports, royalty and license fees, and patents and trademarks. Sources include the UNESCO Institute for Statistics, the U.S. National Science Board, the UN Statistics Division, the International Monetary Fund, and the World Intellectual Property Organization.
  • Mali - Public Sector
    World Bank Group
    200+ Downloads
    Updated 3 May 2022 | Dataset date: January 01, 1961-December 31, 2021
    This dataset updates: Every month
    Contains data from the World Bank's data portal. There is also a consolidated country dataset on HDX. Effective governments improve people's standard of living by ensuring access to essential services – health, education, water and sanitation, electricity, transport – and the opportunity to live and work in peace and security. Data here includes World Bank staff assessments of country performance in economic management, structural policies, policies for social inclusion and equity, and public sector management and institutions for the poorest countries. Also included are indicators on revenues and expenses from the International Monetary Fund's Government Finance Statistics, and on tax policies from various sources.
  • Mali - Private Sector
    World Bank Group
    200+ Downloads
    Updated 3 May 2022 | Dataset date: January 01, 1960-December 31, 2020
    This dataset updates: Every month
    Contains data from the World Bank's data portal. There is also a consolidated country dataset on HDX. Private markets drive economic growth, tapping initiative and investment to create productive jobs and raise incomes. Trade is also a driver of economic growth as it integrates developing countries into the world economy and generates benefits for their people. Data on the private sector and trade are from the World Bank Group's Private Participation in Infrastructure Project Database, Enterprise Surveys, and Doing Business Indicators, as well as from the International Monetary Fund's Balance of Payments database and International Financial Statistics, the UN Commission on Trade and Development, the World Trade Organization, and various other sources.
  • Mali - Poverty
    World Bank Group
    400+ Downloads
    Updated 3 May 2022 | Dataset date: January 01, 1990-December 31, 2020
    This dataset updates: Every month
    Contains data from the World Bank's data portal. There is also a consolidated country dataset on HDX. For countries with an active poverty monitoring program, the World Bank—in collaboration with national institutions, other development agencies, and civil society—regularly conducts analytical work to assess the extent and causes of poverty and inequality, examine the impact of growth and public policy, and review household survey data and measurement methods. Data here includes poverty and inequality measures generated from analytical reports, from national poverty monitoring programs, and from the World Bank’s Development Research Group which has been producing internationally comparable and global poverty estimates and lines since 1990.