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  • 14000+ Downloads
    Time Period of the Dataset [?]: September 01, 2016-March 29, 2024 ... 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.
  • 1200+ Downloads
    Time Period of the Dataset [?]: January 01, 2017-October 31, 2023 ... More
    Modified [?]: 15 March 2023
    Dataset Added on HDX [?]: 13 May 2020
    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.
  • 400+ Downloads
    Time Period of the Dataset [?]: February 08, 2021-March 29, 2024 ... More
    Modified [?]: 29 December 2022
    Dataset Added on HDX [?]: 25 January 2021
    This dataset updates: Live
    Number of children 6-59 months admitted for TREATMENT OF SEVERE ACUTE MALNUTRITION (SAM) by country
  • 600+ Downloads
    Time Period of the Dataset [?]: January 01, 1970-December 31, 2019 ... More
    Modified [?]: 21 December 2022
    Dataset Added on HDX [?]: 21 September 2019
    This dataset updates: Every three months
    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 2022 September), Other Policy Relevant Indicators (made 2022 September), Demographic and Socio-economic (made 2022 September)
  • 100+ Downloads
    Time Period of the Dataset [?]: January 01, 2022-March 29, 2024 ... More
    Modified [?]: 12 December 2022
    Dataset Added on HDX [?]: 12 December 2022
    This dataset updates: Every year
    These document are compiled by the Information Management team in the Global Health Cluster Unit GHCU, and aims to compile the monitoring framework of the Humanitarian Response Plans in Activated Health Clusteres. The data comes from humanitarianaction For any ideas, updates, or corrections please contact Alberto Castillo Aroca castilloalb@who.int GHCU-IM Assessment and Analysis IMO or the GHC 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 made by the Global Health Cluster IM team and it is expected to be updated. Not all the fields are available in the reviewed documents and it is expected to be complemented. Please see the version control table in the document
  • 2000+ Downloads
    Time Period of the Dataset [?]: September 19, 2019-September 19, 2019 ... More
    Modified [?]: 2 December 2022
    Dataset Added on HDX [?]: 21 September 2019
    This dataset updates: As needed
    The world's most accurate population datasets. Seven maps/datasets for the distribution of various populations in Lebanon: (1) Overall population density (2) Women (3) Men (4) Children (ages 0-5) (5) Youth (ages 15-24) (6) Elderly (ages 60+) (7) Women of reproductive age (ages 15-49).
  • 5800+ Downloads
    Time Period of the Dataset [?]: December 17, 2020-January 11, 2024 ... More
    Modified [?]: 28 November 2022
    Dataset Added on HDX [?]: 17 December 2020
    This dataset updates: Live
    The map and chart below show the number of COVID-19 vaccination doses administered per 100 people within a given population. Note that this does not measure the total number of people that have been vaccinated (which is usually two doses).
  • 2600+ Downloads
    Time Period of the Dataset [?]: February 17, 2021-March 03, 2021 ... More
    Modified [?]: 28 June 2022
    Dataset Added on HDX [?]: 24 June 2021
    This dataset updates: Every year
    In partnership with Yale, Meta launched a climate change opinion survey that explores public climate change knowledge, attitudes, policy preferences, and behaviors. 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.
  • 54000+ Downloads
    Time Period of the Dataset [?]: March 01, 2020-May 22, 2022 ... More
    Modified [?]: 24 May 2022
    Confirmed [?]: 31 May 2022
    Dataset Added on HDX [?]: 26 May 2020
    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/
  • 900+ Downloads
    Time Period of the Dataset [?]: January 31, 2024-January 31, 2024 ... More
    Modified [?]: 15 March 2022
    Confirmed [?]: 28 February 2024
    Dataset Added on HDX [?]: 13 December 2019
    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.
  • 60+ Downloads
    Time Period of the Dataset [?]: June 07, 2021-July 07, 2021 ... More
    Modified [?]: 19 January 2022
    Dataset Added on HDX [?]: 31 January 2022
    This dataset updates: Never
    This dataset is part of the data series [?]: UNHCR - Lebanon - Vulnerability Assessment of Syrian Refugees
    Ten years into the Syria conflict, Lebanon remains at the forefront of one of the worst humanitarian crises. The economic downturn, steep inflation, COVID-19 and finally the Beirut blast have pushed vulnerable communities in Lebanon - including Syrian refugees - to the brink, with thousands of families sinking further into poverty. The Government of Lebanon (GoL) estimates that the country hosts 1.5 million of the 6.6 million Syrians who have fled the conflict since 2011. The Syrian refugee population in Lebanon remains one of the largest concentration of refugees per capita in the world. The 2021 Vulnerability Assessment of Syrian Refugees in Lebanon (VASyR) was the ninth annual survey assessing the situation of Syrian refugees in Lebanon to identify changes and trends in their vulnerabilities. Considering the prolonged socio-economic status in Lebanon and COVID-19, it was crucial to provide needs-based estimates on Syrian refugees in the country. Since VASyR 2021 was one of the few assessments that were conducted face-to-face, the implementation was accompanied by a comprehensive protocol to ensure the safety of families and field workers. The criticality of conducting the VASyR 2021 was to provide insights about Syrian refugees impacted by the political and economic crisis that hit Lebanon in late 2019 and by the COVID-19 outbreak.
  • 4000+ Downloads
    Time Period of the Dataset [?]: September 21, 2020-September 21, 2020 ... More
    Modified [?]: 14 January 2022
    Dataset Added on HDX [?]: 22 September 2020
    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
  • 300+ Downloads
    Time Period of the Dataset [?]: January 01, 2010-December 31, 2021 ... More
    Modified [?]: 6 January 2022
    Dataset Added on HDX [?]: 6 January 2022
    This dataset updates: Live
    This dataset is part of the data series [?]: geoBoundaries - Subnational Administrative Boundaries
    This dataset contains the following administrative boundaries: ADM1, ADM1, ADM2. Produced and maintained since 2017, the geoBoundaries Global Database of Political Administrative Boundaries Database www.geoboundaries.org is an open license, standardized resource of boundaries (i.e., state, county) for every country in the world.
  • 10+ Downloads
    Time Period of the Dataset [?]: January 01, 2019-March 29, 2024 ... More
    Modified [?]: 4 December 2021
    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
  • 30+ Downloads
    Time Period of the Dataset [?]: August 19, 2020-September 17, 2020 ... More
    Modified [?]: 12 October 2021
    Dataset Added on HDX [?]: 17 October 2021
    This dataset updates: Never
    This dataset is part of the data series [?]: UNHCR - Lebanon - Vulnerability Assessment of Syrian Refugees
    Since 2016, the Vulnerability Assessment of Refugees of Other Nationalities (VARON) has been a key tool for advocacy and program design. The survey aims to represent non-Syrian refugee households. For over five decades, refugees from the Middle East and Africa have sought protection in Lebanon. These include refugees from Iraq, Sudan, Ethiopia, Egypt, Yemen and other countries, many of which have been in Lebanon prior to the Syrian crisis. The compounded crisis in Lebanon, including economic deterioration and rising inflation, COVID-19 outbreak and the Beirut port blast has impacted all persons living in Lebanon, including refugees of all nationalities. The key objectives of the VARON include: • Providing a multi-sectoral update of the situation of refugees from Iraq and other countries in Lebanon through an annual household survey. The survey covers key indicators related to multiple sectors including protection, shelter, water and hygiene, health, livelihoods, socio-economic vulnerability, food security and more • Enhancing the targeting for the provision of multipurpose cash assistance. The data gathered through the VARON, particularly on expenditure, is used to build econometric models, which are used to determine eligibility for multi-purpose cash and food assistance
  • 10000+ 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.
  • 10+ Downloads
    Time Period of the Dataset [?]: January 01, 2016-December 31, 2020 ... More
    Modified [?]: 21 June 2021
    Dataset Added on HDX [?]: 4 July 2021
    This dataset updates: Never
    This dataset is part of the data series [?]: UNHCR - Lebanon - Vulnerability Assessment of Syrian Refugees
    The socio-economic desk score dataset includes the socio-economic scores of the households that have taken the 2020 Vulnerability Assessment of Syrian Refugees (VASyR) assessment. The desk score is a Proxy Means Test (PMT) score, available for all population, that predicts the economic vulnerability of households. The dataset includes the desk scores of the case numbers since 2016. In Lebanon, the desk score is revised annually and used by Lebanon Crisis Response Plan (LCRP) cash actors for the identification and selection of beneficiaries for multi-purpose cash assistance.
  • Time Period of the Dataset [?]: January 01, 2017-March 30, 2021 ... More
    Modified [?]: 21 June 2021
    Dataset Added on HDX [?]: 4 July 2021
    This dataset updates: Never
    The assistance dataset includes the assistance history of the households that have taken the 2020 Vulnerability Assessment of Syrian Refugees (VASyR) assessment. The dataset is extracted from Refugees Assistance Information System (RAIS) which is an online Inter-Agency web application used by Lebanon Crisis Response Plan (LCRP) partners in Lebanon for tracking and reporting assistance provided to persons of concern to UNHCR.
  • 300+ Downloads
    Time Period of the Dataset [?]: March 01, 2020-December 31, 2020 ... More
    Modified [?]: 15 April 2021
    Dataset Added on HDX [?]: 15 April 2021
    This dataset updates: Every three months
    Under the leadership of UNDP and DCO, an inter-agency task team developed the UN framework for the immediate socio-economic response to COVID-19 (adopted in April 2020) to govern its response over 12 to 18 months. To measure the UN’s support to the socio-economic response and recovery, UN entities developed a simple monitoring framework with 18 programmatic indicators (endorsed by the UNSDG in July 2020). Lead entities – based on their mandate and comparative advantage – were nominated to lead the development of methodological notes for each indicator and lead the collection of data at the country level. These lead entities reported through the Office of the Resident Coordinators the collective UN results on a quarterly basis through UN Info. All 2020 data was reported by March 2021. This is the UN development system’s first comprehensive attempt at measuring its collective programming contribution and results. These programmatic indicators enabled the UN system to monitor the progress and achievements of UNCT’s collective actions in socio-economic response. In support of the Secretary-General’s call for a "… single, consolidated dashboard to provide up-to-date visibility on [COVID-19] activities and progress across all pillars” all data was published in real time on the COVID-19 data portal, hosted by DCO. The data is disaggregated by geography (rural/urban), sex, age group and at-risk populations -- to measure system-wide results on the socio-economic response to the pandemic, in order to ensure UNDS accountability and transparency for results.
  • Time Period of the Dataset [?]: September 15, 2020-October 15, 2020 ... More
    Modified [?]: 9 April 2021
    Dataset Added on HDX [?]: 26 May 2021
    This dataset updates: Never
    The Monitoring of the Effects of the Economic Deterioration on Refugee Households dataset is a Phone survey of Syrian and non-Syrian households to monitor the changes over time in key areas in the context of the deteriorating economic situation in Lebanon. This wave focuses on: livelihoods, economic vulnerability, living conditions, access to health services, food and livelihood coping strategies, covid-19. This dataset includes only the non-Syrian refugees cases.
  • Time Period of the Dataset [?]: September 15, 2020-October 15, 2020 ... More
    Modified [?]: 9 April 2021
    Dataset Added on HDX [?]: 26 May 2021
    This dataset updates: Never
    The Monitoring of the Effects of the Economic Deterioration on Refugee Households dataset is a Phone survey of Syrian and non-Syrian households to monitor the changes over time in key areas in the context of the deteriorating economic situation in Lebanon. This wave focuses on: livelihoods, economic vulnerability, living conditions, access to health services, food and livelihood coping strategies, covid-19. This dataset includes only the Syrian refugees cases.
  • 400+ Downloads
    Time Period of the Dataset [?]: November 20, 2020-November 20, 2020 ... More
    Modified [?]: 4 March 2021
    Dataset Added on HDX [?]: 20 November 2020
    This dataset updates: As needed
    Data on access constraints, aid workers security, % of affected CERF and CBPF projects combined with the status of Polio vaccination in the HRP countries.
  • 20+ Downloads
    Time Period of the Dataset [?]: July 23, 2018-September 03, 2019 ... More
    Modified [?]: 28 February 2021
    Dataset Added on HDX [?]: 28 February 2021
    This dataset updates: Never
    Since the onset of the Syrian crisis, the humanitarian community has increasingly relied on cash-based assistance provided from donor contributions and implemented by aid partners under the Lebanon Crisis Response Plan to support the affected population. In November 2017, the World Food Programme (WFP) joined the United Nations High Commissioner for Refugees (UNHCR) and non-governmental organisations (NGO) in the delivery of multi-purpose cash (MPC) to assist the most economically vulnerable Syrian refugee households to meet their basic needs. This study aims to measure the short-term (12 months or less) and long-term (more than 12 months) causal impact of the $173.50 and $175 MPC assistance provided by WFP and UNHCR respectively, over and above the $27 per person per month assistance, as well as the impact of discontinuation from MPC on the well-being of Syrian refugees. This report presents the causal impact on multiple dimensions of well-being, namely household expenditures, food security, housing, water, sanitation and hygiene (WASH), education, employment, health and decision-making. The key take-away messages from the study are: 1. The impact of MPC materialised across most dimensions of well-being in the long-term, indicating the importance of households' access to a longer duration of MPC. 2. The benefits of MPC fade for many indicators within 4 to 10 months after discontinuation, and households' well-being returned to pre-assistance levels for most indicators, and dropped slightly below the pre-assistance baseline for others. 3. The findings would suggest that there are benefits to instituting longer cash cycles and/or linking MPC to other services through a 'cash plus' approach to expand and extend the positive impact of cash on beneficiary households and ensure sustainable impact. A total of 11,457 households were visited and used in this analysis, which constitutes one of the largest samples among impact evaluations conducted in Lebanon to date.
  • 10+ Downloads
    Time Period of the Dataset [?]: April 16, 2018-May 04, 2018 ... More
    Modified [?]: 7 February 2021
    Dataset Added on HDX [?]: 7 February 2021
    This dataset updates: Never
    This dataset is part of the data series [?]: UNHCR - Lebanon - Vulnerability Assessment of Syrian Refugees
    The Vulnerability Assessment for Syrian Refugees in Lebanon (VASyR-2018) was conducted jointly by the United Nations Children’s Fund (UNICEF), United Nations High Commissioner for Refugees (UNHCR) and the United Nations World Food Programme (WFP, dataviz.vam.wfp.org). Now in its sixth year, the Vulnerability Assessment of Syrian Refugees in Lebanon (VASyR) assesses a representative sample of Syrian refugee families to identify changes and trends in their situation. The Government of Lebanon estimates that the country hosts 1.5 million Syrian refugees who have fled their country’s conflict since 2011 (including nearly one million registered with UNHCR as of end of September 2018). The Syrian refugee population in Lebanon remains the largest concentration of refugees per capita and the fourth largest refugee population in the world. VASyR includes a sample of 4,446 Syrian refugee households from 26 districts across Lebanon. The assessment demonstrates that despite the large scale assistance and the efforts of Lebanon and its partners that have resulted in improvements in economic vulnerability and stabilization in education, food security and some improvements in the situation for women, girls and female-headed households, Syrian refugees still remain very vulnerable. The economic context remains precarious and the protection needs to persist.
  • 10+ Downloads
    Time Period of the Dataset [?]: April 22, 2019-May 03, 2019 ... More
    Modified [?]: 7 February 2021
    Dataset Added on HDX [?]: 7 February 2021
    This dataset updates: Never
    This dataset is part of the data series [?]: UNHCR - Lebanon - Vulnerability Assessment of Syrian Refugees
    Since 2016, the Vulnerability Assessment of Refugees of Other Nationalities (VARON) has been a key tool for advocacy and program design. The key objectives of the VARON include: • Providing a multi-sectoral update of the situation of refugees from Iraq and other countries in Lebanon through an annual household survey. The survey covers key indicators related to multiple sectors including protection, shelter, water and hygiene, health, livelihoods, socio-economic vulnerability, food security and more. • To enhance the targeting for the provision of multi-purpose cash assistance. The data gathered through the VARON, particularly on expenditure, is used to build econometric models, which are used to determine eligibility for multi-purpose cash and food assistance.