Lebanon

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  • 600+ Downloads
    Time Period of the Dataset [?]: May 19, 2021-May 16, 2025 ... More
    Modified [?]: 23 May 2025
    Dataset Added on HDX [?]: 5 June 2024
    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.
  • 100+ Downloads
    Time Period of the Dataset [?]: January 01, 2006-April 18, 2032 ... More
    Modified [?]: 22 May 2025
    Dataset Added on HDX [?]: 24 October 2024
    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.
  • 300+ Downloads
    Time Period of the Dataset [?]: November 23, 2024-May 22, 2025 ... More
    Modified [?]: 22 May 2025
    Dataset Added on HDX [?]: 14 December 2023
    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.
  • 3800+ Downloads
    Time Period of the Dataset [?]: January 01, 1999-May 22, 2025 ... More
    Modified [?]: 22 May 2025
    Dataset Added on HDX [?]: 21 July 2017
    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.
  • 30+ Downloads
    Time Period of the Dataset [?]: October 15, 2023-April 30, 2025 ... More
    Modified [?]: 21 May 2025
    Dataset Added on HDX [?]: 9 January 2025
    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.
  • 300+ Downloads
    Time Period of the Dataset [?]: June 30, 2010-April 30, 2025 ... More
    Modified [?]: 21 May 2025
    Dataset Added on HDX [?]: 13 September 2024
    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.
  • 500+ Downloads
    Time Period of the Dataset [?]: January 01, 1999-December 31, 2028 ... More
    Modified [?]: 21 May 2025
    Dataset Added on HDX [?]: 23 October 2024
    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.
  • 400+ Downloads
    Time Period of the Dataset [?]: May 20, 2025-May 20, 2025 ... More
    Modified [?]: 21 May 2025
    Dataset Added on HDX [?]: 24 October 2024
    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.
  • 200+ Downloads
    Time Period of the Dataset [?]: January 01, 2024-December 31, 2024 ... More
    Modified [?]: 21 May 2025
    Dataset Added on HDX [?]: 24 October 2024
    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.
  • 800+ Downloads
    Time Period of the Dataset [?]: September 01, 2022-March 31, 2025 ... More
    Modified [?]: 20 May 2025
    Dataset Added on HDX [?]: 7 February 2023
    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.
  • 100+ Downloads
    Time Period of the Dataset [?]: January 01, 2020-December 31, 2024 ... More
    Modified [?]: 19 May 2025
    Dataset Added on HDX [?]: 8 February 2021
    This dataset updates: Every week
    This dataset is part of the data series [?]: OCHA FTS - Humanitarian Response Plan Projects
    Projects proposed, in progress, or completed as part of the annual Lebanon Humanitarian Response Plans (HRPs) or other Humanitarian Programme Cycle plans. The original data is available on https://hpc.tools Important: some projects in Lebanon might be missing, and others might not apply specifically to Lebanon. See Caveats under the Additional information tab.
  • 300+ Downloads
    Time Period of the Dataset [?]: January 01, 2000-December 31, 2023 ... More
    Modified [?]: 18 May 2025
    Dataset Added on HDX [?]: 10 March 2019
    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.
  • 1100+ Downloads
    Time Period of the Dataset [?]: January 01, 1991-December 31, 2024 ... More
    Modified [?]: 18 May 2025
    Dataset Added on HDX [?]: 4 May 2020
    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
  • 2000+ Downloads
    Time Period of the Dataset [?]: August 15, 2012-March 15, 2025 ... More
    Modified [?]: 18 May 2025
    Dataset Added on HDX [?]: 26 September 2018
    This dataset updates: Every month
    This dataset is part of the data series [?]: WFP - Food Prices
    This dataset contains Food Prices data for Lebanon, sourced from the World Food Programme Price Database. The World Food Programme Price Database covers foods such as maize, rice, beans, fish, and sugar for 98 countries and some 3000 markets. It is updated weekly but contains to a large extent monthly data. The data goes back as far as 1992 for a few countries, although many countries started reporting from 2003 or thereafter.
  • 100+ Downloads
    Time Period of the Dataset [?]: March 08, 1993-December 31, 2026 ... More
    Modified [?]: 17 May 2025
    Dataset Added on HDX [?]: 13 March 2023
    This dataset updates: Every week
    This dataset is part of the data series [?]: IFRC - Appeals
    The International Federation of Red Cross and Red Crescent Societies (IFRC) is the world’s largest humanitarian network. Our secretariat supports local Red Cross and Red Crescent action in more than 192 countries, bringing together almost 15 million volunteers for the good of humanity. We launch Emergency Appeals for big and complex disasters affecting lots of people who will need long-term support to recover. We also support Red Cross and Red Crescent Societies to respond to lots of small and medium-sized disasters worldwide—through our Disaster Response Emergency Fund (DREF) and in other ways. There is also a global dataset.
  • 5200+ Downloads
    Time Period of the Dataset [?]: January 01, 1956-December 31, 2030 ... More
    Modified [?]: 15 May 2025
    Dataset Added on HDX [?]: 27 July 2017
    This dataset updates: Every month
    This dataset is part of the data series [?]: WHO - WHO Health Indicators
    This dataset contains data from WHO's data portal covering the following categories: Adolescent, Ageing, Air pollution, Assistive technology, Child, Child mortality, Cross-cutting, Dementia diagnosis, treatment and care, Environment and health, Foodborne Diseases Estimates, Global Dementia Observatory (GDO), Global Health Estimates: Life expectancy and leading causes of death and disability, Global Information System on Alcohol and Health, Global Patient Safety Observatory, Global strategy, HIV, Health financing, Health systems, Health taxes, Health workforce, Hepatitis, Immunization coverage and vaccine-preventable diseases, Malaria, Maternal and newborn, Maternal and reproductive health, Mental health, Neglected tropical diseases, Noncommunicable diseases, Nutrition, Oral Health, Priority health technologies, Resources for Substance Use Disorders, Road Safety, SDG Target 3.8 | Achieve universal health coverage (UHC), Sexually Transmitted Infections, Tobacco control, Tuberculosis, Vaccine-preventable communicable diseases, Violence prevention, Water, sanitation and hygiene (WASH), World Health Statistics. For links to individual indicator metadata, see resource descriptions.
  • 1800+ Downloads
    Time Period of the Dataset [?]: December 01, 2022-March 06, 2025 ... More
    Modified [?]: 14 May 2025
    Dataset Added on HDX [?]: 19 April 2022
    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.
  • 200+ Downloads
    Time Period of the Dataset [?]: July 01, 2002-April 30, 2025 ... More
    Modified [?]: 13 May 2025
    Dataset Added on HDX [?]: 13 July 2023
    This dataset updates: Every two weeks
    This dataset is part of the data series [?]: WFP - NDVI at Subnational Level
    This dataset contains dekadal NDVI indicators computed from NASA's Moderate Resolution Imaging Spectroradiometer (MODIS) collection 6.1 from the Aqua and Terra satellite aggregated by sub-national administrative units. Included indicators are (for each dekad): 10 day NDVI (vim) NDVI long term average (vim_lta) 10 day NDVI anomaly [%] (viq) The administrative units used for aggregation are based on WFP data and contain a Pcode reference attributed to each unit. The number of input pixels used to create the aggregates, is provided in the n_pixelscolumn.
  • 200+ Downloads
    Time Period of the Dataset [?]: January 01, 1981-May 10, 2025 ... More
    Modified [?]: 13 May 2025
    Dataset Added on HDX [?]: 13 July 2023
    This dataset updates: Every two weeks
    This dataset is part of the data series [?]: WFP - Rainfall Indicators at Subnational Level
    This dataset contains dekadal rainfall indicators computed from Climate Hazards Group InfraRed Precipitation satellite imagery with insitu Station data (CHIRPS) version 2, aggregated by subnational administrative units. Included indicators are (for each dekad): 10 day rainfall [mm] (rfh) rainfall 1-month rolling aggregation [mm] (r1h) rainfall 3-month rolling aggregation [mm] (r3h) rainfall long term average [mm] (rfh_avg) rainfall 1-month rolling aggregation long term average [mm] (r1h_avg) rainfall 3-month rolling aggregation long term average [mm] (r3h_avg) rainfall anomaly [%] (rfq) rainfall 1-month anomaly [%] (r1q) rainfall 3-month anomaly [%] (r3q) The administrative units used for aggregation are based on WFP data and contain a Pcode reference attributed to each unit. The number of input pixels used to create the aggregates, is provided in the n_pixelscolumn.
  • 1900+ Downloads
    Time Period of the Dataset [?]: July 04, 2021-March 15, 2023 ... More
    Modified [?]: 12 May 2025
    Dataset Added on HDX [?]: 15 December 2021
    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
  • 500+ Downloads
    Time Period of the Dataset [?]: January 01, 1970-December 31, 2024 ... More
    Modified [?]: 9 May 2025
    Dataset Added on HDX [?]: 21 September 2019
    This dataset updates: Never
    This dataset is part of the data series [?]: UNESCO - Education Indicators
    Education indicators for Lebanon. Contains data from the UNESCO Institute for Statistics bulk data service covering the following categories: SDG 4 Global and Thematic (made 2025 February), Other Policy Relevant Indicators (made 2025 February), Demographic and Socio-economic (made 2025 February)
  • 6100+ Downloads
    Time Period of the Dataset [?]: December 01, 2022-April 16, 2025 ... More
    Modified [?]: 4 May 2025
    Dataset Added on HDX [?]: 11 January 2024
    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
  • 400+ Downloads
    Time Period of the Dataset [?]: January 01, 1989-December 27, 2023 ... More
    Modified [?]: 3 May 2025
    Dataset Added on HDX [?]: 16 September 2019
    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
  • 10+ Downloads
    Time Period of the Dataset [?]: January 01, 2019-January 01, 2020 ... More
    Modified [?]: 1 May 2025
    Dataset Added on HDX [?]: 14 February 2019
    This dataset updates: Live
    This dataset is part of the data series [?]: IATI - Current IATI aid activities
    Live list of active aid activities for Lebanon shared via the International Aid Transparency Initiative (IATI). Includes both humanitarian and development activities. More information on each activity (including financial data) is available from http://www.d-portal.org
  • 400+ Downloads
    Time Period of the Dataset [?]: January 01, 1960-December 31, 2024 ... More
    Modified [?]: 27 April 2025
    Dataset Added on HDX [?]: 28 June 2017
    This dataset updates: Every month
    Contains data from the World Bank's data portal covering the following topics which also exist as individual datasets on HDX: Agriculture and Rural Development, Aid Effectiveness, Economy and Growth, Education, Energy and Mining, Environment, Financial Sector, Health, Infrastructure, Social Protection and Labor, Poverty, Private Sector, Public Sector, Science and Technology, Social Development, Urban Development, Gender, Climate Change, External Debt, Trade.