Lebanon

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  • 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.
  • 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.
  • 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
  • 80+ Downloads
    Time Period of the Dataset [?]: May 01, 2025-May 01, 2025 ... More
    Modified [?]: 1 May 2025
    Dataset Added on HDX [?]: 5 December 2019
    This dataset updates: Every month
    This dataset is part of the data series [?]: HOTOSM - Financial Services
    This theme includes all OpenStreetMap features in this area matching ( Learn what tags means here ) : tags['amenity'] IN ('mobile_money_agent','bureau_de_change','bank','microfinance','atm','sacco','money_transfer','post_office') Features may have these attributes: name name:en amenity operator network addr:full addr:city source name:ar This dataset is one of many OpenStreetMap exports on HDX. See the Humanitarian OpenStreetMap Team website for more information.
  • 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.
  • 200+ Downloads
    Time Period of the Dataset [?]: January 01, 1960-December 31, 2024 ... More
    Modified [?]: 27 April 2025
    Dataset Added on HDX [?]: 19 November 2019
    This dataset updates: Every month
    This dataset is part of the data series [?]: World Bank - Economic and Social development
    Contains data from the World Bank's data portal. There is also a consolidated country dataset on HDX. Debt statistics provide a detailed picture of debt stocks and flows of developing countries. Data presented as part of the Quarterly External Debt Statistics takes a closer look at the external debt of high-income countries and emerging markets to enable a more complete understanding of global financial flows. The Quarterly Public Sector Debt database provides further data on public sector valuation methods, debt instruments, and clearly defined tiers of debt for central, state and local government, as well as extra-budgetary agencies and funds. Data are gathered from national statistical organizations and central banks as well as by various major multilateral institutions and World Bank staff.
  • 100+ Downloads
    Time Period of the Dataset [?]: January 01, 1996-December 31, 2023 ... More
    Modified [?]: 27 April 2025
    Dataset Added on HDX [?]: 19 November 2019
    This dataset updates: Every month
    This dataset is part of the data series [?]: World Bank - Economic and Social development
    Contains data from the World Bank's data portal. There is also a consolidated country dataset on HDX. Technological innovation, often fueled by governments, drives industrial growth and helps raise living standards. Data here aims to shed light on countries technology base: research and development, scientific and technical journal articles, high-technology exports, royalty and license fees, and patents and trademarks. Sources include the UNESCO Institute for Statistics, the U.S. National Science Board, the UN Statistics Division, the International Monetary Fund, and the World Intellectual Property Organization.
  • 200+ Downloads
    Time Period of the Dataset [?]: January 01, 1960-December 31, 2024 ... More
    Modified [?]: 27 April 2025
    Dataset Added on HDX [?]: 19 November 2019
    This dataset updates: Every month
    This dataset is part of the data series [?]: World Bank - Economic and Social development
    Contains data from the World Bank's data portal. There is also a consolidated country dataset on HDX. Effective governments improve people's standard of living by ensuring access to essential services – health, education, water and sanitation, electricity, transport – and the opportunity to live and work in peace and security. Data here includes World Bank staff assessments of country performance in economic management, structural policies, policies for social inclusion and equity, and public sector management and institutions for the poorest countries. Also included are indicators on revenues and expenses from the International Monetary Fund's Government Finance Statistics, and on tax policies from various sources.
  • 200+ Downloads
    Time Period of the Dataset [?]: January 01, 1960-December 31, 2023 ... More
    Modified [?]: 27 April 2025
    Dataset Added on HDX [?]: 19 November 2019
    This dataset updates: Every month
    This dataset is part of the data series [?]: World Bank - Economic and Social development
    Contains data from the World Bank's data portal. There is also a consolidated country dataset on HDX. Private markets drive economic growth, tapping initiative and investment to create productive jobs and raise incomes. Trade is also a driver of economic growth as it integrates developing countries into the world economy and generates benefits for their people. Data on the private sector and trade are from the World Bank Group's Private Participation in Infrastructure Project Database, Enterprise Surveys, and Doing Business Indicators, as well as from the International Monetary Fund's Balance of Payments database and International Financial Statistics, the UN Commission on Trade and Development, the World Trade Organization, and various other sources.
  • 200+ Downloads
    Time Period of the Dataset [?]: January 01, 1960-December 31, 2024 ... More
    Modified [?]: 27 April 2025
    Dataset Added on HDX [?]: 19 November 2019
    This dataset updates: Every month
    This dataset is part of the data series [?]: World Bank - Economic and Social development
    Contains data from the World Bank's data portal. There is also a consolidated country dataset on HDX. An economy's financial markets are critical to its overall development. Banking systems and stock markets enhance growth, the main factor in poverty reduction. Strong financial systems provide reliable and accessible information that lowers transaction costs, which in turn bolsters resource allocation and economic growth. Indicators here include the size and liquidity of stock markets; the accessibility, stability, and efficiency of financial systems; and international migration and workers\ remittances, which affect growth and social welfare in both sending and receiving countries.
  • 200+ Downloads
    Time Period of the Dataset [?]: January 01, 1960-December 31, 2024 ... More
    Modified [?]: 27 April 2025
    Dataset Added on HDX [?]: 19 November 2019
    This dataset updates: Every month
    This dataset is part of the data series [?]: World Bank - Economic and Social development
    Contains data from the World Bank's data portal. There is also a consolidated country dataset on HDX. Economic growth is central to economic development. When national income grows, real people benefit. While there is no known formula for stimulating economic growth, data can help policy-makers better understand their countries' economic situations and guide any work toward improvement. Data here covers measures of economic growth, such as gross domestic product (GDP) and gross national income (GNI). It also includes indicators representing factors known to be relevant to economic growth, such as capital stock, employment, investment, savings, consumption, government spending, imports, and exports.
  • 700+ Downloads
    Time Period of the Dataset [?]: January 30, 2025-January 30, 2025 ... More
    Modified [?]: 19 February 2025
    Dataset Added on HDX [?]: 22 January 2025
    This dataset updates: As needed
    Data from the paper "Cross-Gender Social Ties Around the World", which is available here.
  • 500+ Downloads
    Time Period of the Dataset [?]: March 01, 2020-May 15, 2023 ... More
    Modified [?]: 15 May 2023
    Dataset Added on HDX [?]: 15 May 2023
    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
  • 16000+ Downloads
    Time Period of the Dataset [?]: September 01, 2016-March 24, 2023 ... More
    Modified [?]: 24 March 2023
    Dataset Added on HDX [?]: 19 March 2019
    This dataset updates: Every three months
    More than 200 million businesses use Facebook globally. The goal of Meta’s quarterly Small Business Surveys is to learn about the unique perspectives, challenges and opportunities of small and medium-sized businesses (SMBs). The Future of Business (FoB) Survey is conducted biannually in partnership with the World Bank and the Organisation for Economic Cooperation and Development (OECD) across nearly 100 countries. The target population consists of SMEs that have an active Facebook Business Page and include both newer and longer-standing businesses, spanning across a variety of sectors. Meta also conducts the Global State of Small Business (GSoSB) Survey bi-annually in partnership with various academic partners across approximately 30 countries. Similarly to the FoB Survey, the target population is active Facebook Page Administrators, but also includes the general population of Facebook users. Survey questions for all surveys cover a range of topics depending on the survey wave such as business characteristics, challenges, financials and strategy in addition to custom modules related to regulation, gender inequity, access to finance, digital technologies, reduction in revenues, business closures, international trade, inflation, reduction of employees and challenges/needs of the business. Aggregated country level data for each survey wave is available to the public on HDX and controlled access microdata is available to Data for Good at Meta partners. Please visit https://dataforgood.facebook.com/dfg/tools/future-of-business-survey to apply for access to microdata or contact dataforgood@fb.com for any questions.
  • 8900+ Downloads
    Time Period of the Dataset [?]: January 01, 1990-August 15, 2021 ... More
    Modified [?]: 22 August 2021
    Dataset Added on HDX [?]: 15 April 2015
    This dataset updates: Never
    This no longer updated dataset contains Global Food Prices data from the World Food Programme covering foods such as maize, rice, beans, fish, and sugar for 76 countries and some 1,500 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.