Lebanon - Humanitarian Data Exchange

FAO Data in Emergencies Monitoring System (DIEM)

Food and Agriculture Organization (FAO) of the United Nations

1200+ Downloads

Time Period of the Dataset [?]: December 01, 2022-November 01, 2024 ... 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.

CSV

HDX HAPI Data for Lebanon

HDX

100+ Downloads

Time Period of the Dataset [?]: January 01, 2001-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.

CSV

HDX HAPI - Metadata: Data Availability

HDX

90+ Downloads

Time Period of the Dataset [?]: December 06, 2024-December 06, 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.

CSV

HDX HAPI - Food Security & Nutrition: Food Prices

HDX

100+ Downloads

Time Period of the Dataset [?]: January 15, 1990-January 14, 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.

CSV

HDX HAPI - Food Security & Nutrition: Food Security

HDX

70+ Downloads

Time Period of the Dataset [?]: September 01, 2020-August 31, 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.

CSV

HDX HAPI - Coordination & Context: National Risk

HDX

70+ 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.

CSV

HDX HAPI - Coordination & Context: Conflict Events

HDX

90+ Downloads

Time Period of the Dataset [?]: January 01, 1997-November 30, 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.

CSV

HDX HAPI - Coordination & Context: Funding

HDX

30+ Downloads

Time Period of the Dataset [?]: October 01, 1999-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.

CSV

HDX HAPI - Coordination & Context: 3W - Operational Presence

HDX

30+ Downloads

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

CSV

HDX HAPI - Affected People: Returnees

HDX

30+ Downloads

Time Period of the Dataset [?]: January 01, 2001-December 31, 2023 ... 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.

CSV

HDX HAPI - Affected People: Refugees & Persons of Concern

HDX

70+ Downloads

Time Period of the Dataset [?]: January 01, 2001-December 31, 2023 ... 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.

CSV

HDX HAPI - Affected People: Internally-Displaced Persons

HDX

60+ Downloads

Time Period of the Dataset [?]: June 30, 2010-November 24, 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.

CSV

Lebanon - Internal Displacements Updates (IDU) (event data)

Internal Displacement Monitoring Centre (IDMC)

200+ Downloads

Time Period of the Dataset [?]: June 10, 2024-December 07, 2024 ... More

This dataset updates: Every day

This dataset is part of the data series [?]: IDMC - Internal Displacement Updates

Conflict and disaster population movement (flows) data for Lebanon. The data is the most recent available and covers a 180 day time period. Internally displaced persons are defined according to the 1998 Guiding Principles as people or groups of people who have been forced or obliged to flee or to leave their homes or places of habitual residence, in particular as a result of armed conflict, or to avoid the effects of armed conflict, situations of generalized violence, violations of human rights, or natural or human-made disasters and who have not crossed an international border. The IDMC's Event data, sourced from the Internal Displacement Updates (IDU), offers initial assessments of internal displacements reported within the last 180 days. This dataset provides provisional information that is continually updated on a daily basis, reflecting the availability of data on new displacements arising from conflicts and disasters. The finalized, carefully curated, and validated estimates are then made accessible through the Global Internal Displacement Database (GIDD). The IDU dataset comprises preliminary estimates aggregated from various publishers or sources.

CSV

Lebanon - Requirements and Funding Data

OCHA Financial Tracking System (FTS)

4200+ Downloads

Time Period of the Dataset [?]: January 01, 1999-December 07, 2024 ... More

This dataset updates: Every day

This dataset is part of the data series [?]: OCHA FTS - Requirements and Funding Data

FTS publishes data on humanitarian funding flows as reported by donors and recipient organizations. It presents all humanitarian funding to a country and funding that is specifically reported or that can be specifically mapped against funding requirements stated in humanitarian response plans. The data comes from OCHA's Financial Tracking Service, is encoded as utf-8 and the second row of the CSV contains HXL tags.

CSV

Lebanon - Data on forcibly displaced populations and stateless persons

UNHCR - The UN Refugee Agency

800+ Downloads

Time Period of the Dataset [?]: January 01, 1959-June 30, 2024 ... More

This dataset updates: Every six months

This dataset is part of the data series [?]: UNHCR - Data on forcibly displaced populations and stateless persons

Data collated by UNHCR, containing information about forcibly displaced populations and stateless persons, spanning across more than 70 years of statistical activities. The data includes the countries / territories of asylum and origin. Specific resources are available for end-year population totals, demographics, asylum applications, decisions, and solutions availed by refugees and IDPs (resettlement, naturalisation or returns).

CSV

Lebanon - Conflict Events

Armed Conflict Location & Event Data Project (ACLED)

900+ Downloads

Time Period of the Dataset [?]: January 01, 2016-November 29, 2024 ... 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

Movement Distribution

Data for Good at Meta

4100+ Downloads

Time Period of the Dataset [?]: December 01, 2022-September 05, 2024 ... 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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CSV

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 (LBN): Attacks on Aid Operations, Health Care and IDP/Refugee Camps

Insecurity Insight

1100+ Downloads

Time Period of the Dataset [?]: January 01, 2020-November 12, 2024 ... More

This dataset updates: Every week

These datasets contain information on reported incidents of violence and threats affecting aid operations and workers, health care services and refugee and IDP camps in Lebanon. They also provide information on incidents of explosive weapons use affecting aid access, education and health care services. Please get in touch if you are interested in curated datasets: info@insecurityinsight.org

XLSX

Multiple locations - Conflict, Hunger and Aid Security Data

Insecurity Insight

2100+ Downloads

Time Period of the Dataset [?]: January 13, 2020-November 10, 2024 ... More

This dataset updates: Every week

This page provides data on conflict events affecting food insecurity in the form of the Food Insecurity and Violent Conflict (FIVC) datasets. Please get in touch if you are interested in curated datasets: info@insecurityinsight.org

XLSX

Protection in Danger Data

Insecurity Insight

1600+ Downloads

Time Period of the Dataset [?]: January 21, 2020-November 11, 2024 ... More

This dataset updates: Every week

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

XLSX

Explosive Weapons Monitor Data by Insecurity Insight

Insecurity Insight

800+ Downloads

Time Period of the Dataset [?]: January 01, 2020-November 12, 2024 ... 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

3700+ Downloads

Time Period of the Dataset [?]: January 01, 2020-October 27, 2024 ... 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 - Food Security and Nutrition Indicators

Food and Agriculture Organization (FAO) of the United Nations

300+ Downloads

Time Period of the Dataset [?]: January 01, 2000-December 31, 2023 ... More

This dataset updates: Every year

This dataset is part of the data series [?]: FAO - Food Security Indicators

Food Security and Nutrition Indicators for Lebanon. Contains data from the FAOSTAT bulk data service.

CSV

Lebanon - Food Prices

Food and Agriculture Organization (FAO) of the United Nations

1000+ Downloads

Time Period of the Dataset [?]: January 01, 1991-December 31, 2022 ... More

This dataset updates: Every year

This dataset is part of the data series [?]: FAO - Food Prices

Food Prices for Lebanon. Contains data from the FAOSTAT bulk data service covering the following categories: Consumer Price Indices, Deflators, Exchange rates, Producer Prices

CSV