Lebanon Humanitarian Data | Crisis Response Datasets

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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HDX HAPI - Metadata: Data Availability

HDX Humanitarian API Data

400+ Downloads

Time Period of the Dataset [?]: May 20, 2025-May 20, 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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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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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

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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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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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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 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.

Immunization Campaigns Impacted due to COVID-19

World Health Organization

1800+ 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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Admissions for Treatment of Severe Acute Malnutrition (SAM)

UNICEF Data and Analytics (HQ)

500+ Downloads

Time Period of the Dataset [?]: February 08, 2021-May 22, 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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Movement Range Maps

Data for Good at Meta

56000+ Downloads

Time Period of the Dataset [?]: March 01, 2020-May 24, 2022 ... More

This dataset updates: As needed

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/

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Survey on Gender Equality At Home

Data for Good at Meta

4800+ Downloads

Time Period of the Dataset [?]: September 21, 2020-January 14, 2022 ... More

This dataset updates: As needed

This data contains aggregated weighted statistics at the regional level by gender for the 2020 Survey on Gender Equality At Home as well as the country and regional level for the 2021 wave. The Survey on Gender Equality at Home generates a global snapshot of women and men’s access to resources, their time spent on unpaid care work, and their attitudes about equality. Researchers and nonprofits interested in access to survey microdata can apply at: https://dataforgood.facebook.com/dfg/tools/survey-on-gender-equality-at-home

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AI-Detected Missing Roads

Data for Good at Meta

100+ Downloads

Time Period of the Dataset [?]: May 27, 2020-December 03, 2022 ... More

This dataset updates: As needed

NEWER ROAD MAPPING DATA CAN BE FOUND IN THE OVERTURE MAPS FOUNDATION RELEASES: https://overturemaps.org/ In conjunction with OpenStreetMap, we are creating tools that we hope will enable the mapping community to enjoy a faster & more accurate mapping experience. To this end, we used artificial intelligence to predict features on high-resolution satellite imagery; these features are then populated in our RapiD map editing tool. When combined with global-scale humanitarian efforts, we hope RapiD can help realize our vision of a more connected world. Find out more: https://mapwith.ai/

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