Lebanon Humanitarian Data | Crisis Response Datasets

Education in Danger Data

6200+ Downloads

Time Period of the Dataset [?]: January 01, 2020-January 30, 2025 ... More

This dataset updates: Every week

This dataset contains agency- and open source events published in the Education in Danger Monthly News Brief. Categorized by country. Please get in touch if you are interested in curated datasets: info@insecurityinsight.org

XLSX

Lebanon - Data on Conflict Events

HDX

400+ Downloads

Time Period of the Dataset [?]: January 01, 1989-December 27, 2023 ... More

This dataset updates: Every month

This dataset is part of the data series [?]: UCDP - Data on Conflict Events

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

CSV

Lebanon - Conflict Events

Armed Conflict Location & Event Data Project (ACLED)

1100+ Downloads

Time Period of the Dataset [?]: January 01, 2016-March 28, 2025 ... More

This dataset updates: Every week

This dataset is part of the data series [?]: ACLED - Conflict Events

A weekly dataset providing the total number of reported political violence, civilian-targeting, and demonstration events in Lebanon. 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.

XLSX

Lebanon Buildings (OpenStreetMap Export)

Humanitarian OpenStreetMap Team (HOT)

500+ Downloads

Time Period of the Dataset [?]: April 01, 2025-April 01, 2025 ... More

This dataset updates: Every month

This dataset is part of the data series [?]: HOTOSM - Buildings

OpenStreetMap contains roughly 781.2 thousand buildings in this region. Based on AI-mapped estimates, this is approximately 70% of the total buildings.The average age of data for this region is 11 years ( Last edited a month ago ) and 21% buildings were added or updated in the last 6 months. Read about what this summary means : indicators , metrics This theme includes all OpenStreetMap features in this area matching ( Learn what tags means here ) : tags['building'] IS NOT NULL Features may have these attributes: name name:en building building:levels building:materials addr:full addr:housenumber addr:street addr:city office source name:ar This dataset is one of many OpenStreetMap exports on HDX. See the Humanitarian OpenStreetMap Team website for more information.

Lebanon Roads (OpenStreetMap Export)

Humanitarian OpenStreetMap Team (HOT)

600+ Downloads

Time Period of the Dataset [?]: April 01, 2025-April 01, 2025 ... More

This dataset updates: Every month

This dataset is part of the data series [?]: HOTOSM - Roads

OpenStreetMap contains roughly 47.7 thousand km of roads in this region. Based on AI-mapped estimates, this is approximately 84 % of the total road length in the dataset region. The average age of data for the region is 11 years ( Last edited a month ago ) and 13% of roads were added or updated in the last 6 months. Read about what this summary means : indicators , metrics This theme includes all OpenStreetMap features in this area matching ( Learn what tags means here ) : tags['highway'] IS NOT NULL Features may have these attributes: name name:en highway surface smoothness width lanes oneway bridge layer source name:ar This dataset is one of many OpenStreetMap exports on HDX. See the Humanitarian OpenStreetMap Team website for more information.

Lebanon Railways (OpenStreetMap Export)

Humanitarian OpenStreetMap Team (HOT)

100+ Downloads

Time Period of the Dataset [?]: April 01, 2025-April 01, 2025 ... More

This dataset updates: Every month

This dataset is part of the data series [?]: HOTOSM - Railways

This theme includes all OpenStreetMap features in this area matching ( Learn what tags means here ) : tags['railway'] IN ('rail','station') Features may have these attributes: name name:en railway ele operator:type layer addr:full addr:city source name:ar This dataset is one of many OpenStreetMap exports on HDX. See the Humanitarian OpenStreetMap Team website for more information.

Lebanon Populated Places (OpenStreetMap Export)

Humanitarian OpenStreetMap Team (HOT)

300+ Downloads

Time Period of the Dataset [?]: April 01, 2025-April 01, 2025 ... More

This dataset updates: Every month

This theme includes all OpenStreetMap features in this area matching ( Learn what tags means here ) : tags['place'] IN ('isolated_dwelling', 'town', 'village', 'hamlet', 'city') OR tags['landuse'] IN ('residential') Features may have these attributes: name name:en place landuse population is_in source name:ar This dataset is one of many OpenStreetMap exports on HDX. See the Humanitarian OpenStreetMap Team website for more information.

Lebanon Financial Services (OpenStreetMap Export)

Humanitarian OpenStreetMap Team (HOT)

80+ Downloads

Time Period of the Dataset [?]: April 01, 2025-April 01, 2025 ... More

This dataset updates: Every month

This dataset is part of the data series [?]: HOTOSM - Financial Services

This theme includes all OpenStreetMap features in this area matching ( Learn what tags means here ) : tags['amenity'] IN ('mobile_money_agent','bureau_de_change','bank','microfinance','atm','sacco','money_transfer','post_office') Features may have these attributes: name name:en amenity operator network addr:full addr:city source name:ar This dataset is one of many OpenStreetMap exports on HDX. See the Humanitarian OpenStreetMap Team website for more information.

Lebanon Education Facilities (OpenStreetMap Export)

Humanitarian OpenStreetMap Team (HOT)

200+ Downloads

Time Period of the Dataset [?]: April 01, 2025-April 01, 2025 ... More

This dataset updates: Every month

This dataset is part of the data series [?]: HOTOSM - Education Facilities

This theme includes all OpenStreetMap features in this area matching ( Learn what tags means here ) : tags['amenity'] IN ('kindergarten', 'school', 'college', 'university') OR tags['building'] IN ('kindergarten', 'school', 'college', 'university') Features may have these attributes: name name:en amenity building operator:type capacity:persons addr:full addr:city source name:ar This dataset is one of many OpenStreetMap exports on HDX. See the Humanitarian OpenStreetMap Team website for more information.

Lebanon Health Facilities (OpenStreetMap Export)

Humanitarian OpenStreetMap Team (HOT)

300+ Downloads

Time Period of the Dataset [?]: April 01, 2025-April 01, 2025 ... More

This dataset updates: Every month

This dataset is part of the data series [?]: HOTOSM - Health Facilities

This theme includes all OpenStreetMap features in this area matching ( Learn what tags means here ) : tags['healthcare'] IS NOT NULL OR tags['amenity'] IN ('doctors', 'dentist', 'clinic', 'hospital', 'pharmacy') Features may have these attributes: name name:en amenity building healthcare healthcare:speciality operator:type capacity:persons addr:full addr:city source name:ar This dataset is one of many OpenStreetMap exports on HDX. See the Humanitarian OpenStreetMap Team website for more information.

Lebanon Airports (OpenStreetMap Export)

Humanitarian OpenStreetMap Team (HOT)

200+ Downloads

Time Period of the Dataset [?]: April 01, 2025-April 01, 2025 ... More

This dataset updates: Every month

This dataset is part of the data series [?]: HOTOSM - Airports

This theme includes all OpenStreetMap features in this area matching ( Learn what tags means here ) : tags['aeroway'] IS NOT NULL OR tags['building'] = 'aerodrome' OR tags['emergency:helipad'] IS NOT NULL OR tags['emergency'] = 'landing_site' Features may have these attributes: name name:en aeroway building emergency emergency:helipad operator:type capacity:persons addr:full addr:city source name:ar This dataset is one of many OpenStreetMap exports on HDX. See the Humanitarian OpenStreetMap Team website for more information.

Lebanon Sea Ports (OpenStreetMap Export)

Humanitarian OpenStreetMap Team (HOT)

300+ Downloads

Time Period of the Dataset [?]: April 01, 2025-April 01, 2025 ... More

This dataset updates: Every month

This dataset is part of the data series [?]: HOTOSM - Sea Ports

This theme includes all OpenStreetMap features in this area matching ( Learn what tags means here ) : tags['amenity'] = 'ferry_terminal' OR tags['building'] = 'ferry_terminal' OR tags['port'] IS NOT NULL Features may have these attributes: name name:en amenity building port operator:type addr:full addr:city source name:ar This dataset is one of many OpenStreetMap exports on HDX. See the Humanitarian OpenStreetMap Team website for more information.

Lebanon Points of Interest (OpenStreetMap Export)

Humanitarian OpenStreetMap Team (HOT)

200+ Downloads

Time Period of the Dataset [?]: April 01, 2025-April 01, 2025 ... More

This dataset updates: Every month

This dataset is part of the data series [?]: HOTOSM - Points of Interest

This theme includes all OpenStreetMap features in this area matching ( Learn what tags means here ) : tags['amenity'] IS NOT NULL OR tags['man_made'] IS NOT NULL OR tags['shop'] IS NOT NULL OR tags['tourism'] IS NOT NULL Features may have these attributes: name name:en amenity man_made shop tourism opening_hours beds rooms addr:full addr:housenumber addr:street addr:city source name:ar This dataset is one of many OpenStreetMap exports on HDX. See the Humanitarian OpenStreetMap Team website for more information.

Lebanon Waterways (OpenStreetMap Export)

Humanitarian OpenStreetMap Team (HOT)

400+ Downloads

Time Period of the Dataset [?]: April 01, 2025-April 01, 2025 ... More

This dataset updates: Every month

This dataset is part of the data series [?]: HOTOSM - Waterways

This theme includes all OpenStreetMap features in this area matching ( Learn what tags means here ) : tags['waterway'] IS NOT NULL OR tags['water'] IS NOT NULL OR tags['natural'] IN ('water','wetland','bay') Features may have these attributes: name name:en waterway covered width depth layer blockage tunnel natural water source name:ar This dataset is one of many OpenStreetMap exports on HDX. See the Humanitarian OpenStreetMap Team website for more information.

Lebanon - VIEWS conflict forecasts

Violence & Impacts Early-Warning System

10+ Downloads

Time Period of the Dataset [?]: March 01, 2025-February 01, 2028 ... More

This dataset updates: Every month

The Violence & Impacts Early-Warning System (VIEWS) is an award-winning conflict prediction system that generates monthly forecasts for violent conflicts across the world up to three years in advance. It is supported by the iterative research and development activities undertaken by the VIEWS consortium.

CSV

World Health Organization (WHO) Cholera Data

World Health Organization

600+ Downloads

Time Period of the Dataset [?]: January 02, 2023-April 21, 2025 ... More

This dataset updates: Live

This dataset presents cholera data from the World Health Organization (WHO) across various countries.

XLSX

Lebanon - Economic, Social, Environmental, Health, Education, Development and Energy

World Bank Group

400+ Downloads

Time Period of the Dataset [?]: January 01, 1960-December 31, 2023 ... More

This dataset updates: Every month

This dataset is part of the data series [?]: World Bank - Economic Social Environmental Health Education Development and Energy

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, Climate Change, External Debt, Trade.

CSV

Lebanon - Trade

World Bank Group

200+ Downloads

Time Period of the Dataset [?]: January 01, 1960-December 31, 2023 ... More

This dataset updates: Every month

This dataset is part of the data series [?]: World Bank - Trade

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.

CSV

Lebanon - External Debt

World Bank Group

200+ Downloads

Time Period of the Dataset [?]: January 01, 1960-December 31, 2023 ... More

This dataset updates: Every month

This dataset is part of the data series [?]: World Bank - Economic and Social development

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.

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Lebanon - Climate Change

World Bank Group

300+ Downloads

Time Period of the Dataset [?]: January 01, 1960-December 31, 2023 ... More

This dataset updates: Every month

This dataset is part of the data series [?]: World Bank - Climate Change

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.

CSV

Lebanon - Gender

World Bank Group

200+ Downloads

Time Period of the Dataset [?]: January 01, 1960-December 31, 2023 ... More

This dataset updates: Every month

This dataset is part of the data series [?]: World Bank - Gender

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.

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Lebanon - Urban Development

World Bank Group

200+ Downloads

Time Period of the Dataset [?]: January 01, 1960-December 31, 2023 ... More

This dataset updates: Every month

This dataset is part of the data series [?]: World Bank - Development

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.

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Lebanon - Social Development

World Bank Group

200+ Downloads

Time Period of the Dataset [?]: January 01, 1960-December 31, 2023 ... More

This dataset updates: Every month

This dataset is part of the data series [?]: World Bank - Development

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.

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Lebanon - Science and Technology

World Bank Group

100+ Downloads

Time Period of the Dataset [?]: January 01, 1996-December 31, 2023 ... More

This dataset updates: Every month

This dataset is part of the data series [?]: World Bank - Economic and Social development

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.

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Lebanon - Public Sector

World Bank Group

200+ Downloads

Time Period of the Dataset [?]: January 01, 1960-December 31, 2023 ... More

This dataset updates: Every month

This dataset is part of the data series [?]: World Bank - Economic and Social development

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.

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