Lebanon Humanitarian Data | Crisis Response Datasets

HDX HAPI - Coordination & Context: Operational Presence

100+ Downloads

Time Period of the Dataset [?]: January 01, 2006-April 18, 2032 ... More

This dataset updates: Every month

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. Warnings typically indicate corrections have been made to the data or show things to look out for. Rows with only warnings are considered complete, and are made available via the API. Errors usually mean that the data is incomplete or unusable. Rows with any errors are not present in the API but are included here for transparency.

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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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HDX HAPI - Metadata: Data Availability

HDX Humanitarian API Data

400+ Downloads

Time Period of the Dataset [?]: May 18, 2025-May 18, 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

300+ 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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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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FAO Data in Emergencies Monitoring System (DIEM)

Food and Agriculture Organization (FAO) of the United Nations

1900+ 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

2000+ 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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Education in Danger Data

Insecurity Insight

7400+ 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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Conflict-Related Sexual Violence (CRSV) Data

Insecurity Insight

3000+ 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

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Movement Distribution

Data for Good at Meta

6200+ 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

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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World Health Organization (WHO) Cholera Data

World Health Organization

700+ Downloads

Time Period of the Dataset [?]: January 02, 2023-May 20, 2025 ... More

This dataset updates: Live

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

XLSX

Climate Change Opinion Survey

Data for Good at Meta

6000+ 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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XLSX

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

35000+ 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.

Education in Emergencies (EiE) Funding

Global Education Cluster

80+ Downloads

Time Period of the Dataset [?]: January 01, 2021-June 30, 2024 ... More

This dataset updates: Every year

This dataset showcases funding levels in activated country Clusters/Sectors/Working Groups per FTS

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Education in Emergencies (EiE) Key Figures

Global Education Cluster

600+ Downloads

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

This dataset updates: Every year

The data shows key figures on Education in Emergencies (EiE) at country level and as reported by country Clusters/Sectors/Working Groups since 2021

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Humanitarian Needs and Funding 2010-2024

OCHA HQ

2100+ Downloads

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

This dataset updates: Every year

This dataset shows the number of People in Need (PiN), funds required, and funds received by country over the years, from 2010 to 2024.

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Interagency Response Plans

HDX

1100+ Downloads

Time Period of the Dataset [?]: January 01, 2021-January 31, 2024 ... More

This dataset updates: Every month

The 2024 GHO launched in December 2023 required $46.6 billion to assist 181 million of the 301 million people in need of aid in 73 countries.

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Immunization Campaigns Impacted due to COVID-19

World Health Organization

1900+ Downloads

Time Period of the Dataset [?]: December 14, 2020-November 09, 2023 ... More

This dataset updates: Live

Immunization campaigns impacted due to COVID-19

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Facebook Business Activity Trends during COVID19

Data for Good at Meta

500+ Downloads

Time Period of the Dataset [?]: March 01, 2020-May 15, 2023 ... More

This dataset updates: As needed

Business Activity Trends During COVID-19 uses the rate that businesses post on Facebook compared to pre-crisis levels to measure how crisis events are affecting different economic sectors each day. Learn more details here: https://dataforgood.facebook.com/dfg/tools/business-activity-trends and https://dataforgood.facebook.com/dfg/resources/business-activity-trends-methodology-paper

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IPC Acute Food Insecurity Country Data

Integrated Food Security Phase Classification (IPC)

1700+ Downloads

Time Period of the Dataset [?]: January 01, 2017-October 31, 2023 ... 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.

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Admissions for Treatment of Severe Acute Malnutrition (SAM)

UNICEF Data and Analytics (HQ)

500+ Downloads

Time Period of the Dataset [?]: February 08, 2021-May 20, 2025 ... More

This dataset updates: Live

Number of children 6-59 months admitted for TREATMENT OF SEVERE ACUTE MALNUTRITION (SAM) by country

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