AndreaBozzo/ceres-open-data-index huggingface dataset:
Chile - Livelihoods Programme Monitoring Beneficiary Survey - 2023

The UNHCR Livelihoods Monitoring Framework takes a program-based approach to monitoring, with the aim of tracking both outputs and the impact of UNHCR dollars spent on programming (either via partners or through direct implementation).

The process for developing the indicators began in 2015 with a review of existing tools and approaches. Consultations were held with governments, the private sector, field-based staff and civil society partners to devise a set of common, standardized measures rooted in global good practices.

More info is available on the official website: https://lis.unhcr.org
        

Tags: agriculture-livestock, livelihoods, operational capacity, survey
Organization: UNHCR - The UN Refugee Agency
Chad - Livelihoods Programme Monitoring Beneficiary Survey - 2023

The UNHCR Livelihoods Monitoring Framework takes a program-based approach to monitoring, with the aim of tracking both outputs and the impact of UNHCR dollars spent on programming (either via partners or through direct implementation).

The process for developing the indicators began in 2015 with a review of existing tools and approaches. Consultations were held with governments, the private sector, field-based staff and civil society partners to devise a set of common, standardized measures rooted in global good practices.

More info is available on the official website: https://lis.unhcr.org
        

Tags: agriculture-livestock, livelihoods, operational capacity, survey
Organization: UNHCR - The UN Refugee Agency
South Sudan - Livelihoods Programme Monitoring Beneficiary Survey - 2023

The UNHCR Livelihoods Monitoring Framework takes a program-based approach to monitoring, with the aim of tracking both outputs and the impact of UNHCR dollars spent on programming (either via partners or through direct implementation).

The process for developing the indicators began in 2015 with a review of existing tools and approaches. Consultations were held with governments, the private sector, field-based staff and civil society partners to devise a set of common, standardized measures rooted in global good practices.

More info is available on the official website: https://lis.unhcr.org
        

Tags: agriculture-livestock, livelihoods, operational capacity, survey
Organization: UNHCR - The UN Refugee Agency
Mauritania - Livelihoods Programme Monitoring Beneficiary Survey - 2023

The UNHCR Livelihoods Monitoring Framework takes a program-based approach to monitoring, with the aim of tracking both outputs and the impact of UNHCR dollars spent on programming (either via partners or through direct implementation).

The process for developing the indicators began in 2015 with a review of existing tools and approaches. Consultations were held with governments, the private sector, field-based staff and civil society partners to devise a set of common, standardized measures rooted in global good practices.

More info is available on the official website: https://lis.unhcr.org
        

Tags: agriculture-livestock, livelihoods, operational capacity, survey
Organization: UNHCR - The UN Refugee Agency
Argentina - Livelihoods Programme Monitoring Beneficiary Survey - 2023

The UNHCR Livelihoods Monitoring Framework takes a program-based approach to monitoring, with the aim of tracking both outputs and the impact of UNHCR dollars spent on programming (either via partners or through direct implementation).

The process for developing the indicators began in 2015 with a review of existing tools and approaches. Consultations were held with governments, the private sector, field-based staff and civil society partners to devise a set of common, standardized measures rooted in global good practices.

More info is available on the official website: https://lis.unhcr.org
        

Tags: agriculture-livestock, livelihoods, operational capacity, survey
Organization: UNHCR - The UN Refugee Agency
Namibia - Livelihoods Programme Monitoring Beneficiary Survey - 2023

The UNHCR Livelihoods Monitoring Framework takes a program-based approach to monitoring, with the aim of tracking both outputs and the impact of UNHCR dollars spent on programming (either via partners or through direct implementation).

The process for developing the indicators began in 2015 with a review of existing tools and approaches. Consultations were held with governments, the private sector, field-based staff and civil society partners to devise a set of common, standardized measures rooted in global good practices.

More info is available on the official website: https://lis.unhcr.org
        

Tags: agriculture-livestock, livelihoods, operational capacity, survey
Organization: UNHCR - The UN Refugee Agency
Ghana - Livelihoods Programme Monitoring Beneficiary Survey - 2023

The UNHCR Livelihoods Monitoring Framework takes a program-based approach to monitoring, with the aim of tracking both outputs and the impact of UNHCR dollars spent on programming (either via partners or through direct implementation).

The process for developing the indicators began in 2015 with a review of existing tools and approaches. Consultations were held with governments, the private sector, field-based staff and civil society partners to devise a set of common, standardized measures rooted in global good practices.

More info is available on the official website: https://lis.unhcr.org
        

Tags: agriculture-livestock, livelihoods, operational capacity, survey
Organization: UNHCR - The UN Refugee Agency
Jordan - Livelihoods Programme Monitoring Beneficiary Survey - 2023

The UNHCR Livelihoods Monitoring Framework takes a program-based approach to monitoring, with the aim of tracking both outputs and the impact of UNHCR dollars spent on programming (either via partners or through direct implementation).

The process for developing the indicators began in 2015 with a review of existing tools and approaches. Consultations were held with governments, the private sector, field-based staff and civil society partners to devise a set of common, standardized measures rooted in global good practices.

More info is available on the official website: https://lis.unhcr.org
        

Tags: agriculture-livestock, livelihoods, operational capacity, survey
Organization: UNHCR - The UN Refugee Agency
Angola - Livelihoods Programme Monitoring Beneficiary Survey - 2023

The UNHCR Livelihoods Monitoring Framework takes a program-based approach to monitoring, with the aim of tracking both outputs and the impact of UNHCR dollars spent on programming (either via partners or through direct implementation).

The process for developing the indicators began in 2015 with a review of existing tools and approaches. Consultations were held with governments, the private sector, field-based staff and civil society partners to devise a set of common, standardized measures rooted in global good practices.

More info is available on the official website: https://lis.unhcr.org
        

Tags: agriculture-livestock, livelihoods, operational capacity, survey
Organization: UNHCR - The UN Refugee Agency
Paraguay - Livelihoods Programme Monitoring Beneficiary Survey - 2023

The UNHCR Livelihoods Monitoring Framework takes a program-based approach to monitoring, with the aim of tracking both outputs and the impact of UNHCR dollars spent on programming (either via partners or through direct implementation).

The process for developing the indicators began in 2015 with a review of existing tools and approaches. Consultations were held with governments, the private sector, field-based staff and civil society partners to devise a set of common, standardized measures rooted in global good practices.

More info is available on the official website: https://lis.unhcr.org
        

Tags: agriculture-livestock, livelihoods, operational capacity, survey
Organization: UNHCR - The UN Refugee Agency
Syrian Arab Republic - Livelihoods Programme Monitoring Beneficiary Survey - 2023

The UNHCR Livelihoods Monitoring Framework takes a program-based approach to monitoring, with the aim of tracking both outputs and the impact of UNHCR dollars spent on programming (either via partners or through direct implementation).

The process for developing the indicators began in 2015 with a review of existing tools and approaches. Consultations were held with governments, the private sector, field-based staff and civil society partners to devise a set of common, standardized measures rooted in global good practices.

More info is available on the official website: https://lis.unhcr.org
        

Tags: agriculture-livestock, livelihoods, operational capacity, survey
Organization: UNHCR - The UN Refugee Agency
Nigeria - Livelihoods Programme Monitoring Beneficiary Survey - 2023

The UNHCR Livelihoods Monitoring Framework takes a program-based approach to monitoring, with the aim of tracking both outputs and the impact of UNHCR dollars spent on programming (either via partners or through direct implementation).

The process for developing the indicators began in 2015 with a review of existing tools and approaches. Consultations were held with governments, the private sector, field-based staff and civil society partners to devise a set of common, standardized measures rooted in global good practices.

More info is available on the official website: https://lis.unhcr.org
        

Tags: agriculture-livestock, livelihoods, operational capacity, survey
Organization: UNHCR - The UN Refugee Agency
Zimbabwe - Livelihoods Programme Monitoring Beneficiary Survey - 2023

The UNHCR Livelihoods Monitoring Framework takes a program-based approach to monitoring, with the aim of tracking both outputs and the impact of UNHCR dollars spent on programming (either via partners or through direct implementation).

The process for developing the indicators began in 2015 with a review of existing tools and approaches. Consultations were held with governments, the private sector, field-based staff and civil society partners to devise a set of common, standardized measures rooted in global good practices.

More info is available on the official website: https://lis.unhcr.org
        

Tags: agriculture-livestock, livelihoods, operational capacity, survey
Organization: UNHCR - The UN Refugee Agency
Djibouti - Livelihoods Programme Monitoring Beneficiary Survey - 2023

The UNHCR Livelihoods Monitoring Framework takes a program-based approach to monitoring, with the aim of tracking both outputs and the impact of UNHCR dollars spent on programming (either via partners or through direct implementation).

The process for developing the indicators began in 2015 with a review of existing tools and approaches. Consultations were held with governments, the private sector, field-based staff and civil society partners to devise a set of common, standardized measures rooted in global good practices.

More info is available on the official website: https://lis.unhcr.org
        

Tags: agriculture-livestock, livelihoods, operational capacity, survey
Organization: UNHCR - The UN Refugee Agency
Niger - Livelihoods Programme Monitoring Beneficiary Survey - 2023

The UNHCR Livelihoods Monitoring Framework takes a program-based approach to monitoring, with the aim of tracking both outputs and the impact of UNHCR dollars spent on programming (either via partners or through direct implementation).

The process for developing the indicators began in 2015 with a review of existing tools and approaches. Consultations were held with governments, the private sector, field-based staff and civil society partners to devise a set of common, standardized measures rooted in global good practices.

More info is available on the official website: https://lis.unhcr.org
        

Tags: agriculture-livestock, livelihoods, operational capacity, survey
Organization: UNHCR - The UN Refugee Agency
Afghanistan - Community Based Protection Monitoring - 2025 H1

The Community-Based Protection Monitoring (CBPM) Mid-Year 2025 dataset captures protection risks, access barriers, and coping mechanisms among displaced and host communities in Afghanistan. Collected by UNHCR between February and June 2025 using household surveys, key informant interviews, and focus group discussions, the data cover refugees, returnees, undocumented returnees, IDPs, and host populations. Information is disaggregated by age, gender, and population group. Topics include assistance access, rights violations, safety, shelter, and basic needs.

Tags: cash voucher assistance-cva, education, facilities-infrastructure, food security, health, livelihoods, mental health, needs assessment, non-food items-nfi, populated places-settlements, water sanitation and hygiene-wash
Organization: UNHCR - The UN Refugee Agency
Pakistan - Forced Displacement Survey, 2024

The Forced Displacement Survey (FDS) is UNHCR’s new flagship household survey programme designed to standardize, streamline, and build on the existing UNHCR survey landscape to produce high-quality and timely data on people forced to flee. The FDS is comparable across countries over time and aligned with international statistical standards. It has the purpose of providing actionable evidence to inform the government’s operational and policy-related data needs, as well as its humanitarian and development partners. As a multi-topic survey, the FDS collected household and individual level data on the socioeconomic characteristics and living conditions of targeted populations. Data was collected through face-to-face household interviews, where up to four household members aged 15 and above were interviewed: (1) the head of the household or a household member who was knowledgeable about the household; (2) a randomly selected household member who provided information about individual life experiences; (3) the caregiver of a randomly selected child under five years of age; and (4) a randomly selected woman who gave birth in the last two years.

Tags: education, food security, health, livelihoods, mental health, needs assessment, non-food items-nfi, nutrition, populated places-settlements, protection, survey, transportation, water sanitation and hygiene-wash
Organization: UNHCR - The UN Refugee Agency
Mozambique - Baseline Survey for Impact Evaluation of the UNHCR Implemented Graduation Program - 2019

The 2019 Mozambique Graduation Programme Baseline Survey was conducted in Nampula Province to assess the initial conditions of refugees and host community members participating in the UNHCR-implemented Graduation Programme. The survey interviewed 460 individuals and collected detailed information on demographics, livelihoods, food security, health, education, and social cohesion. The data serve as a baseline for an impact evaluation measuring changes in income generation, financial security, and well-being over time.

Tags: cash voucher assistance-cva, eastern africa, education, facilities-infrastructure, food security, health, livelihoods, mental health, needs assessment, non-food items-nfi, populated places-settlements, water sanitation and hygiene-wash
Organization: UNHCR - The UN Refugee Agency
Zambia - Forced Displacement Survey, 2025

The Forced Displacement Survey (FDS) is UNHCR’s new flagship household survey programme designed to standardize, streamline, and build on the existing UNHCR survey landscape to produce high-quality and timely data on people forced to flee. The FDS is comparable across countries over time and aligned with international statistical standards. It has the purpose of providing actionable evidence to inform the government’s operational and policy-related data needs, as well as its humanitarian and development partners. As a multi-topic survey, the FDS collected household and individual level data on the socioeconomic characteristics and living conditions of targeted populations. Data was collected through face-to-face household interviews, where up to four household members aged 15 and above were interviewed: (1) the head of the household or a household member who was knowledgeable about the household; (2) a randomly selected household member who provided information about individual life experiences; (3) the caregiver of a randomly selected child under five years of age; and (4) a randomly selected woman who gave birth in the last two years.

Tags: education, food security, health, livelihoods, mental health, needs assessment, non-food items-nfi, nutrition, populated places-settlements, protection, survey, transportation, water sanitation and hygiene-wash
Organization: UNHCR - The UN Refugee Agency
Cameroon - Socio-Economic Profiling Survey - 2024

This dataset originates from a socio-economic profiling survey conducted in the West Region, Cameroon, focusing on internally displaced persons (IDPs) and host communities. It captures key dimensions such as demographics, living conditions, security, employment and livelihoods, housing, documentation, family reunification, social cohesion, civic participation, access to justice, and future intentions of IDPs.

Tags: education, food security, health, livelihoods, needs assessment, nutrition, protection
Organization: UNHCR - The UN Refugee Agency
Bangladesh - Bangladesh: Results Monitoring Survey (RMS) - 2024

This Results Monitoring Survey (RMS) was conducted in 2024 across the Forcibly Displaced Myanmar Nationals (FDMN) camps in Cox’s Bazar and Bhasan Char, as well as the surrounding host communities. The survey aimed to assess the effectiveness of humanitarian interventions and their impact on both refugee and host populations, in line with UNHCR's results-based management framework.
Stratified random sampling was used to select households, with UNHCR household databases serving as the sampling frame, to ensure statistical representativeness across key disaggregations, including age, gender, disability status, site (Cox’s Bazar/Bhasan Char), and population group (refugee or host).

Tags: facilities-infrastructure, needs assessment, protection, water sanitation and hygiene-wash
Organization: UNHCR - The UN Refugee Agency
Myanmar - Myanmar: Results Monitoring Survey (RMS) - 2024

UNHCR engaged its partner, IMPACT Initiatives, to conduct the Results Monitoring Survey (RMS) in Myanmar as part of its broader approach to monitoring and evaluating the impact of interventions for populations of concern, including refugees, internally displaced people and stateless individuals. The RMS is a standardized survey designed to assess living conditions, protection risks and overall well-being across different geographic contexts, covering both directly and indirectly assissted populations. Findings from the RMS inform UNHCR's operational planning by highlighting key challenges and emerging needs, supporting timely and rights-based responses. The survey also contributes to strategic planning and advocacy, in line with UNHCR's multi-year objectives, and strengthens accountability to affected populations and other stakeholders.

Tags: education, health, livelihoods, water sanitation and hygiene-wash
Organization: UNHCR - The UN Refugee Agency
Honduras - Livelihoods Programme Monitoring Beneficiary Survey, 2023

The UNHCR Livelihoods Monitoring Framework takes a program-based approach to monitoring, with the aim of tracking both outputs and the impact of UNHCR dollars spent on programming (either via partners or through direct implementation).

The process for developing the indicators began in 2015 with a review of existing tools and approaches. Consultations were held with governments, the private sector, field-based staff and civil society partners to devise a set of common, standardized measures rooted in global good practices.

More info is available on the official website: https://lis.unhcr.org
        

Tags: agriculture-livestock, livelihoods, operational capacity, survey
Organization: UNHCR - The UN Refugee Agency
Guatemala - Livelihoods Programme Monitoring Beneficiary Survey, 2023

The UNHCR Livelihoods Monitoring Framework takes a program-based approach to monitoring, with the aim of tracking both outputs and the impact of UNHCR dollars spent on programming (either via partners or through direct implementation).

The process for developing the indicators began in 2015 with a review of existing tools and approaches. Consultations were held with governments, the private sector, field-based staff and civil society partners to devise a set of common, standardized measures rooted in global good practices.

More info is available on the official website: https://lis.unhcr.org
        

Tags: agriculture-livestock, livelihoods, operational capacity, survey
Organization: UNHCR - The UN Refugee Agency
Morocco - Livelihoods Programme Monitoring Beneficiary Survey, 2023

The UNHCR Livelihoods Monitoring Framework takes a program-based approach to monitoring, with the aim of tracking both outputs and the impact of UNHCR dollars spent on programming (either via partners or through direct implementation).

The process for developing the indicators began in 2015 with a review of existing tools and approaches. Consultations were held with governments, the private sector, field-based staff and civil society partners to devise a set of common, standardized measures rooted in global good practices.

More info is available on the official website: https://lis.unhcr.org
        

Tags: agriculture-livestock, livelihoods, operational capacity, survey
Organization: UNHCR - The UN Refugee Agency
Ethiopia - Livelihoods Programme Monitoring Beneficiary Survey, 2023

The UNHCR Livelihoods Monitoring Framework takes a program-based approach to monitoring, with the aim of tracking both outputs and the impact of UNHCR dollars spent on programming (either via partners or through direct implementation).

The process for developing the indicators began in 2015 with a review of existing tools and approaches. Consultations were held with governments, the private sector, field-based staff and civil society partners to devise a set of common, standardized measures rooted in global good practices.

More info is available on the official website: https://lis.unhcr.org
        

Tags: agriculture-livestock, livelihoods, operational capacity, survey
Organization: UNHCR - The UN Refugee Agency
Costa Rica - Livelihoods Programme Monitoring Beneficiary Survey, 2023

The UNHCR Livelihoods Monitoring Framework takes a program-based approach to monitoring, with the aim of tracking both outputs and the impact of UNHCR dollars spent on programming (either via partners or through direct implementation).

The process for developing the indicators began in 2015 with a review of existing tools and approaches. Consultations were held with governments, the private sector, field-based staff and civil society partners to devise a set of common, standardized measures rooted in global good practices.

More info is available on the official website: https://lis.unhcr.org
        

Tags: agriculture-livestock, livelihoods, operational capacity, survey
Organization: UNHCR - The UN Refugee Agency
Egypt - Livelihoods Programme Monitoring Beneficiary Survey, 2023

The UNHCR Livelihoods Monitoring Framework takes a program-based approach to monitoring, with the aim of tracking both outputs and the impact of UNHCR dollars spent on programming (either via partners or through direct implementation).

The process for developing the indicators began in 2015 with a review of existing tools and approaches. Consultations were held with governments, the private sector, field-based staff and civil society partners to devise a set of common, standardized measures rooted in global good practices.

More info is available on the official website: https://lis.unhcr.org
        

Tags: agriculture-livestock, livelihoods, operational capacity, survey
Organization: UNHCR - The UN Refugee Agency