Lebanon Humanitarian Data | Crisis Response Datasets

HDX HAPI - Metadata: Data Availability

400+ Downloads

Time Period of the Dataset [?]: May 22, 2025-May 22, 2025 ... More

This dataset updates: Every day

This dataset contains data obtained from the HDX Humanitarian API (HDX HAPI), which provides standardized humanitarian indicators designed for seamless interoperability from multiple sources. The data facilitates automated workflows and visualizations to support humanitarian decision making. For more information, please see the HDX HAPI landing page and documentation.

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HDX HAPI - Coordination & Context: National Risk

HDX Humanitarian API Data

200+ Downloads

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

This dataset updates: Every day

This dataset contains data obtained from the HDX Humanitarian API (HDX HAPI), which provides standardized humanitarian indicators designed for seamless interoperability from multiple sources. The data facilitates automated workflows and visualizations to support humanitarian decision making. For more information, please see the HDX HAPI landing page and documentation.

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WFP Global Market Monitor

WFP - World Food Programme

600+ Downloads

Time Period of the Dataset [?]: May 19, 2021-May 16, 2025 ... More

This dataset updates: Every two weeks

The WFP Global Market Monitor monitors food prices in markets across a range of countries globally. The resources are updated every other week, with country data updating based on when data is received from country offices.

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Global IOM Displacement Tracking Matrix (DTM) from API

International Organization for Migration (IOM)

300+ Downloads

Time Period of the Dataset [?]: June 30, 2010-April 30, 2025 ... More

This dataset updates: Every week

This dataset comes from the International Organization for Migration (IOM)'s displacement tracking matrix (DTM) publicly accessible API. This API allows the humanitarian community, academia, media, government, and non-governmental organizations to utilize the data collected by DTM. The DTM API only provides non-sensitive IDP figures, aggregated at the country, Admin 1 (states, provinces, or equivalent), and Admin 2 (smaller subnational administrative areas) levels. For more detailed information, please see the country-specific DTM datasets on HDX.

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Explosive Weapons Monitor Data by Insecurity Insight

Insecurity Insight

1300+ Downloads

Time Period of the Dataset [?]: January 01, 2020-April 17, 2025 ... More

This dataset updates: As needed

This dataset contains agency- and open source events in which aid access, education and healthcare services were impacted by explosive weapons. Categorized by country. Please get in touch if you are interested in curated datasets: info@insecurityinsight.org This data collection is funded and supported by the European Union. The opinions expressed in it do not reflect in any way the position of the EU who are not responsible for the content expressed in this document. Insecurity Insight collaborates with the International Network on Explosive Weapons (INEW) in producing research and analysis on the harm and use of explosive weapons for the Explosive Weapons Monitor by documenting their effects on health care, education, and aid access.

XLSX

Education in Danger Data

Insecurity Insight

7000+ Downloads

Time Period of the Dataset [?]: January 01, 2020-April 21, 2025 ... More

This dataset updates: As needed

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

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FAO Data in Emergencies Monitoring System (DIEM)

Food and Agriculture Organization (FAO) of the United Nations

1800+ Downloads

Time Period of the Dataset [?]: December 01, 2022-March 06, 2025 ... More

This dataset updates: As needed

The Food and Agriculture Organization of the United Nations (FAO) has developed a monitoring system in 26 food crisis countries to better understand the impacts of various shocks on agricultural livelihoods, food security and local value chains. The Monitoring System consists of primary data collected from households on a periodic basis (more or less every four months, depending on seasonality). Data are collected through Computer-Assisted Telephone Interviews (CATI) and in-person surveys where the circumstances allow for field access. As the system is developed, the information collected and analyzed is being used to guide strategic decisions, to design programmes and to inform analytical processes such as the Integrated Phase Classification (IPC) and the Humanitarian Needs Overview (HNO). At the core of the system is a standardized household questionnaire administered to around 150,000 households per year across the 26 countries. Standardization permits comparisons across time and space, considerably enhancing the utility of the data for decision makers. At minimum the household data are representative at Admin 1 level (e.g. province, or region) and in frequent cases at Admin 2 level (e.g. district). Core funding for this initiative comes from the United States Agency for International Development (USAID). The initiative also benefits from support from the European Union and FAO’s Special Fund for Emergency and Rehabilitation (SFERA). In each aggregated field, the values indicate the frequencies of the different responses, expressed as a weighted percentage of the total sample. The present datasets represents aggregated data referring to household interviews performed after December 2022. At every new survey data release, after cleaning and validation phases, aggregated data is appended to the present dataset. For real-time updates, for accessing archived data and for additional survey-specific information, please visit the DIEM Hub: https://data-in-emergencies.fao.org/ View the column descriptions here. Metadata available here. Questionnaires used for data collection available here. Reference administrative boundaries (levels 0, 1 and 2) available here in GIS format.

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Facebook Commuting Zones

Data for Good at Meta

1900+ Downloads

Time Period of the Dataset [?]: July 04, 2021-March 15, 2023 ... More

This dataset updates: As needed

Commuting zones are geographic areas where people live and work and are useful for understanding local economies, as well as how they differ from traditional boundaries. Learn more here: https://dataforgood.facebook.com/dfg/tools/commuting-zones

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Aid Worker KIKA (Killed, Injured, Kidnapped or Arrested) Data

Insecurity Insight

5500+ Downloads

Time Period of the Dataset [?]: January 02, 2020-April 18, 2025 ... More

This dataset updates: As needed

This dataset contains agency- and publicly-reported data for events in which an aid worker was killed, injured, kidnapped, or arrested (KIKA). Categorized by country. Please get in touch if you are interested in curated datasets: info@insecurityinsight.org

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Conflict-Related Sexual Violence (CRSV) Data

Insecurity Insight

2900+ Downloads

Time Period of the Dataset [?]: January 07, 2020-March 17, 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

XLSX

Movement Distribution

Data for Good at Meta

6100+ Downloads

Time Period of the Dataset [?]: December 01, 2022-April 16, 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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Topline Indicators

World Bank Group

1000+ 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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World Health Organization (WHO) Cholera Data

World Health Organization

700+ Downloads

Time Period of the Dataset [?]: January 02, 2023-May 23, 2025 ... More

This dataset updates: Live

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

XLSX

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).

Web App
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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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COVID-19 Trends and Impact Survey

Data for Good at Meta

1200+ Downloads

Time Period of the Dataset [?]: May 01, 2020-August 30, 2024 ... More

This dataset updates: As needed

This dataset contains two APIs with daily COVID-19 Trends and Impact Survey data. The University of Maryland API is for accessing global survey data and CMU API is for accessing US survey data.

API

Cross Gender Ties

Data for Good at Meta

700+ Downloads

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

This dataset updates: As needed

Data from the paper "Cross-Gender Social Ties Around the World", which is available here.

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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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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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Facebook Social Connectedness Index

Data for Good at Meta

32000+ Downloads

Time Period of the Dataset [?]: October 13, 2021-March 15, 2024 ... More

This dataset updates: As needed

We use an anonymized snapshot of all active Facebook users and their friendship networks to measure the intensity of connectedness between locations. The Social Connectedness Index (SCI) is a measure of the social connectedness between different geographies. Specifically, it measures the relative probability that two individuals across two locations are friends with each other on Facebook. Details on the underlying data and the construction of the index are provided in the “Facebook Social Connectedness Index - Data Notes.pdf” file. Please also see https://dataforgood.facebook.com/ as well as the associated research paper “Social Connectedness: Measurement, Determinants and Effects,” published in the Journal of Economic Perspectives (https://www.aeaweb.org/articles?id=10.1257/jep.32.3.259). Region identifiers are taken from GADM v2.8 https://gadm.org/download_country_v2.html. Future versions will update IDs to be compatible with the newest GADM version.

Coronavirus (COVID-19) Vaccinations

HDX

6100+ Downloads

Time Period of the Dataset [?]: December 17, 2020-January 11, 2024 ... More

This dataset updates: Never

The map and chart below show the number of COVID-19 vaccination doses administered per 100 people within a given population. Note that this does not measure the total number of people that have been vaccinated (which is usually two doses).