Lebanon Humanitarian Data | Crisis Response Datasets

Lebanon - Private Sector

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. 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.

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Lebanon - Social Protection and Labor

World Bank Group

200+ Downloads

Time Period of the Dataset [?]: January 01, 1975-December 31, 2023 ... More

This dataset updates: Every month

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

Contains data from the World Bank's data portal. There is also a consolidated country dataset on HDX. The supply of labor available in an economy includes people who are employed, those who are unemployed but seeking work, and first-time job-seekers. Not everyone who works is included: unpaid workers, family workers, and students are often omitted, while some countries do not count members of the armed forces. Data on labor and employment are compiled by the International Labour Organization (ILO) from labor force surveys, censuses, establishment censuses and surveys, and administrative records such as employment exchange registers and unemployment insurance schemes.

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Lebanon - Infrastructure

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 - Infrastructure

Contains data from the World Bank's data portal. There is also a consolidated country dataset on HDX. Infrastructure helps determine the success of manufacturing and agricultural activities. Investments in water, sanitation, energy, housing, and transport also improve lives and help reduce poverty. And new information and communication technologies promote growth, improve delivery of health and other services, expand the reach of education, and support social and cultural advances. Data here are compiled from such sources as the International Road Federation, Containerisation International, the International Civil Aviation Organization, the International Energy Association, and the International Telecommunications Union.

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Lebanon - Health

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 - Health

Contains data from the World Bank's data portal. There is also a consolidated country dataset on HDX. Improving health is central to the Millennium Development Goals, and the public sector is the main provider of health care in developing countries. To reduce inequities, many countries have emphasized primary health care, including immunization, sanitation, access to safe drinking water, and safe motherhood initiatives. Data here cover health systems, disease prevention, reproductive health, nutrition, and population dynamics. Data are from the United Nations Population Division, World Health Organization, United Nations Children's Fund, the Joint United Nations Programme on HIV/AIDS, and various other sources.

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Lebanon - Financial 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. An economy's financial markets are critical to its overall development. Banking systems and stock markets enhance growth, the main factor in poverty reduction. Strong financial systems provide reliable and accessible information that lowers transaction costs, which in turn bolsters resource allocation and economic growth. Indicators here include the size and liquidity of stock markets; the accessibility, stability, and efficiency of financial systems; and international migration and workers\ remittances, which affect growth and social welfare in both sending and receiving countries.

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Lebanon - Environment

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 - Environment

Contains data from the World Bank's data portal. There is also a consolidated country dataset on HDX. Natural and man-made environmental resources – fresh water, clean air, forests, grasslands, marine resources, and agro-ecosystems – provide sustenance and a foundation for social and economic development. The need to safeguard these resources crosses all borders. Today, the World Bank is one of the key promoters and financiers of environmental upgrading in the developing world. Data here cover forests, biodiversity, emissions, and pollution. Other indicators relevant to the environment are found under data pages for Agriculture & Rural Development, Energy & Mining, Infrastructure, and Urban Development.

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Lebanon - Energy and Mining

World Bank Group

200+ Downloads

Time Period of the Dataset [?]: January 01, 1967-December 31, 2023 ... More

This dataset updates: Every month

This dataset is part of the data series [?]: World Bank - Energy and Mining

Contains data from the World Bank's data portal. There is also a consolidated country dataset on HDX. The world economy needs ever-increasing amounts of energy to sustain economic growth, raise living standards, and reduce poverty. But today's trends in energy use are not sustainable. As the world's population grows and economies become more industrialized, nonrenewable energy sources will become scarcer and more costly. Data here on energy production, use, dependency, and efficiency are compiled by the World Bank from the International Energy Agency and the Carbon Dioxide Information Analysis Center.

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Lebanon - Education

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 - Education

Contains data from the World Bank's data portal. There is also a consolidated country dataset on HDX. Education is one of the most powerful instruments for reducing poverty and inequality and lays a foundation for sustained economic growth. The World Bank compiles data on education inputs, participation, efficiency, and outcomes. Data on education are compiled by the United Nations Educational, Scientific, and Cultural Organization (UNESCO) Institute for Statistics from official responses to surveys and from reports provided by education authorities in each country.

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Lebanon - Economy and Growth

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. Economic growth is central to economic development. When national income grows, real people benefit. While there is no known formula for stimulating economic growth, data can help policy-makers better understand their countries' economic situations and guide any work toward improvement. Data here covers measures of economic growth, such as gross domestic product (GDP) and gross national income (GNI). It also includes indicators representing factors known to be relevant to economic growth, such as capital stock, employment, investment, savings, consumption, government spending, imports, and exports.

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Lebanon - Aid Effectiveness

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 - Aid Effectiveness

Contains data from the World Bank's data portal. There is also a consolidated country dataset on HDX. Aid effectiveness is the impact that aid has in reducing poverty and inequality, increasing growth, building capacity, and accelerating achievement of the Millennium Development Goals set by the international community. Indicators here cover aid received as well as progress in reducing poverty and improving education, health, and other measures of human welfare.

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Lebanon - Agriculture and Rural Development

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 - Agriculture and Rural Development

Contains data from the World Bank's data portal. There is also a consolidated country dataset on HDX. For the 70 percent of the world's poor who live in rural areas, agriculture is the main source of income and employment. But depletion and degradation of land and water pose serious challenges to producing enough food and other agricultural products to sustain livelihoods here and meet the needs of urban populations. Data presented here include measures of agricultural inputs, outputs, and productivity compiled by the UN's Food and Agriculture Organization.

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Topline Indicators

World Bank Group

1100+ Downloads

Time Period of the Dataset [?]: January 01, 2011-December 31, 2023 ... More

This dataset updates: Every month

Data used to update country toplines in HDX. Contains data from World Bank's data portal.

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Protracted Displacement Economies, 2021 - 2023

UNHCR - The UN Refugee Agency

Time Period of the Dataset [?]: January 03, 2021-July 27, 2023 ... More

This dataset updates: Never

This dataset is part of the data series [?]: UNHCR - Mixed Movements Monitoring

The project considers five pairs of countries: the Democratic Republic of Congo (DRC)/Uganda, Ethiopia/Somalia, Lebanon/Syria, Myanmar/Thailand, and Pakistan/Afghanistan. Research was conducted with partners in the primary focus country of each pair of countries (the first mentioned). This research was attentive to the cross-border dynamics of the protracted displacement economy with the other countries in each pair (the second mentioned). A household survey approach comprising a baseline survey and one follow-up panel survey (except in Myanmar which only had the baseline survey) was a central part of this project’s research.   The 15 research locations (three each from the five primary focus countries) were purposively selected, making sure that both cities and camps providing refuge to the displaced are included, and that there is data for a sampling frame (i.e. a list of all households to be studied) and that the sites are accessible to the researchers. Locations were selected to avoid an exclusive focus on displaced people. In camps (which are exclusive to displaced people), a portion of the local community outside the camp was also surveyed. The purpose was to collect a survey dataset for intra- and cross-country comparisons. Focus groups informed the design of the initial survey instrument, ensuring that questions were as comprehensible as possible and relevant to the local context. The survey instrument comprised a core section that was used across all five countries, with short country- and location-specific additions to reflect the concerns of local stakeholders. The instrument was designed jointly by UK researchers and international partners in English and then translated by international partners into nine other languages. The survey was conducted using tablets and the open-source Kobo Toolkit software with multi-language capability. The questions covered standard short measures of: gender, age, multidimensional poverty and wellbeing, displacement/mobility history, livelihoods, social care, and other support including non-financial support. In addition to these household-level questions, individual questions were included for the respondents on attitudes about contacts with neighbors, collective organisation, sources of emotional support, and plans and hopes for the future. Questions shared across all countries have standard responses which maximise the potential for intra- and cross-country comparison of this dataset.  The survey considered the entire displacement-affected community. The baseline survey in 2021 included 14504 households selected randomly in each of the 15 locations. The selection of individuals from within a household to respond to the questionnaire was fully random, stratified by sex. Two years after the baseline survey, in 2023, 1779 households were re-surveyed in four countries (a repeat survey was not done in Myanmar).

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Humanitarian Access Constraints due to COVID-19 Pandemic

OCHA HQ

500+ Downloads

Time Period of the Dataset [?]: August 31, 2020-August 31, 2020 ... More

This dataset updates: As needed

The new and emerging access constraints that people are currently experiencing because of the COVID-19 outbreak.

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Lebanon - High Frequency Survey - Q1 2024

UNHCR - The UN Refugee Agency

Time Period of the Dataset [?]: January 01, 2024-March 31, 2024 ... More

This dataset updates: Never

This dataset is part of the data series [?]: UNHCR - High Frequency Survey

The data was collected using the High Frequency Survey (HFS), the new regional data collection tool & methodology launched in the Americas. The survey allowed for better reaching populations of interest with new remote modalities (phone interviews and self-administered surveys online) and improved sampling guidance and strategies. It includes a set of standardized regional core questions while allowing for operation-specific customizations. The core questions revolve around populations of interest's demographic profile, difficulties during their journey, specific protection needs, access to documentation & regularization, health access, coverage of basic needs, coping capacity & negative mechanisms used, and well-being & local integration. The data collected has been used by countries in their protection monitoring analysis and vulnerability analysis.

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Lebanon - High Frequency Survey - Q3 2023

UNHCR - The UN Refugee Agency

Time Period of the Dataset [?]: July 01, 2023-September 30, 2023 ... More

This dataset updates: Never

This dataset is part of the data series [?]: UNHCR - High Frequency Survey

The data was collected using the High Frequency Survey (HFS), the new regional data collection tool & methodology launched in the Americas. The survey allowed for better reaching populations of interest with new remote modalities (phone interviews and self-administered surveys online) and improved sampling guidance and strategies. It includes a set of standardized regional core questions while allowing for operation-specific customizations. The core questions revolve around populations of interest's demographic profile, difficulties during their journey, specific protection needs, access to documentation & regularization, health access, coverage of basic needs, coping capacity & negative mechanisms used, and well-being & local integration. The data collected has been used by countries in their protection monitoring analysis and vulnerability analysis.

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Lebanon - High Frequency Survey - Q2 2023

UNHCR - The UN Refugee Agency

Time Period of the Dataset [?]: January 04, 2023-June 30, 2023 ... More

This dataset updates: Never

This dataset is part of the data series [?]: UNHCR - High Frequency Survey

The data was collected using the High Frequency Survey (HFS), the new regional data collection tool & methodology launched in the Americas. The survey allowed for better reaching populations of interest with new remote modalities (phone interviews and self-administered surveys online) and improved sampling guidance and strategies. It includes a set of standardized regional core questions while allowing for operation-specific customizations. The core questions revolve around populations of interest's demographic profile, difficulties during their journey, specific protection needs, access to documentation & regularization, health access, coverage of basic needs, coping capacity & negative mechanisms used, and well-being & local integration. The data collected has been used by countries in their protection monitoring analysis and vulnerability analysis.

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Lebanon - High Frequency Survey - Q4 2023

UNHCR - The UN Refugee Agency

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

This dataset updates: Never

This dataset is part of the data series [?]: UNHCR - High Frequency Survey

The data was collected using the High Frequency Survey (HFS), the new regional data collection tool & methodology launched in the Americas. The survey allowed for better reaching populations of interest with new remote modalities (phone interviews and self-administered surveys online) and improved sampling guidance and strategies. It includes a set of standardized regional core questions while allowing for operation-specific customizations. The core questions revolve around populations of interest's demographic profile, difficulties during their journey, specific protection needs, access to documentation & regularization, health access, coverage of basic needs, coping capacity & negative mechanisms used, and well-being & local integration. The data collected has been used by countries in their protection monitoring analysis and vulnerability analysis.

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Lebanon - High Frequency Survey - Q2 2024

UNHCR - The UN Refugee Agency

Time Period of the Dataset [?]: April 01, 2024-June 30, 2024 ... More

This dataset updates: Never

This dataset is part of the data series [?]: UNHCR - High Frequency Survey

The data was collected using the High Frequency Survey (HFS), the new regional data collection tool & methodology launched in the Americas. The survey allowed for better reaching populations of interest with new remote modalities (phone interviews and self-administered surveys online) and improved sampling guidance and strategies. It includes a set of standardized regional core questions while allowing for operation-specific customizations. The core questions revolve around populations of interest's demographic profile, difficulties during their journey, specific protection needs, access to documentation & regularization, health access, coverage of basic needs, coping capacity & negative mechanisms used, and well-being & local integration. The data collected has been used by countries in their protection monitoring analysis and vulnerability analysis.

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Movement Distribution

Data for Good at Meta

5800+ Downloads

Time Period of the Dataset [?]: December 01, 2022-February 28, 2025 ... More

This dataset updates: Every month

The Movement Distribution dataset shows the range of movement of people away from the area where they live on a daily basis. These maps are useful for projects focused on transportation, tourism, displacement, and other areas. More info available here: https://dataforgood.facebook.com/dfg/tools/movement-distribution-maps

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Conflict-Related Sexual Violence (CRSV) Data

Insecurity Insight

2800+ Downloads

Time Period of the Dataset [?]: January 07, 2020-January 27, 2025 ... More

This dataset updates: As needed

This dataset contains publicly-reported cases of sexual violence by conflict actors, security personnel, and sexual violence violence that targets aid workers, educators, health workers and IDPS/refugees. Please get in touch if you are interested in curated datasets: info@insecurityinsight.org

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Climate Change Opinion Survey

Data for Good at Meta

5800+ Downloads

Time Period of the Dataset [?]: February 17, 2021-September 03, 2023 ... More

This dataset updates: Never

In partnership with Yale, Meta launched a climate change opinion survey that explores public climate change knowledge, attitudes, policy preferences, and behaviors. 2023 aggregated survey responses now available. The 2022 survey includes respondents from nearly 200 countries and territories. We are sharing country level data from this survey, providing policymakers, research institutions, and nonprofits with an international view of public climate change opinion. For more information please see https://dataforgood.facebook.com/dfg/tools/climate-change-opinion-survey If you're interested in becoming a research partner and accessing record level data, please email dataforgood@fb.com.

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Global Operational Presence

HDX

30+ Downloads

Time Period of the Dataset [?]: March 18, 2020-December 31, 2024 ... More

This dataset updates: Every three months

This dataset contains standardised Operational Presence data

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Lebanon: Acute Food Insecurity Country Data

Integrated Food Security Phase Classification (IPC)

800+ Downloads

Time Period of the Dataset [?]: September 01, 2022-March 31, 2025 ... More

This dataset updates: As needed

This dataset is part of the data series [?]: IPC - Acute Food Insecurity Classification

The IPC Acute Food Insecurity (IPC AFI) classification provides strategically relevant information to decision makers that focuses on short-term objectives to prevent, mitigate or decrease severe food insecurity that threatens lives or livelihoods. This data has been produced by the National IPC Technical Working Groups for IPC population estimates since 2017. All national population figures are based on official country population estimates. IPC estimates are those published in country IPC reports. There is also a global dataset.

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Global Health Humanitarian Overview - HRP data

Health Cluster

500+ Downloads

Time Period of the Dataset [?]: July 30, 2022-July 31, 2024 ... More

This dataset updates: As needed

This document is compiled by the Information Management team in the Global Health Cluster Unit GHCU, and aims to gather the figures relevant to Humanitarian Health response at global levels. The information is collected from the last available data from publicly validated sources. See detailed info below. The data is mainly compiled from HRP and follows the structure of the Global Humanitarian Overview. For any ideas, updates, or corrections please contact GHCU-IMU at healthcluster@who.int. The data used as populations, names, and other designations are used only as a reference and do not imply any endorsement. The compilation is expected to be updated. Not all the fields are available in the reviewed documents, and it is expected to be complemented.

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