Panama - Humanitarian Data Exchange

IMPACT/REACH CRS | Fronteras en Movimiento: Evaluación transfronteriza de...

Time Period of the Dataset [?]: May 22, 2023-August 19, 2023 ... More

This data is by request only

En los últimos años, los flujos migratorios en América Latina y el Caribe han incrementado y se han diversificado considerablemente como consecuencia, entre otros factores, de la crisis migratoria venezolana, los graves y prolongados efectos económicos y sociales de la pandemia del Covid-19, y la creciente inflación e inseguridad alimentaria que se vive en la región. A partir del éxodo de más de 7 millones de venezolanos, distintos países de la región que no tenían una tradición migratoria establecida se han convertido en lugar de tránsito y recepción de personas provenientes de este país. En la mayoría de países de acogida, la población venezolana no ha alcanzado un estatus regular, enfrenta dificultades de integración y xenofobia, y no cumple con requisitos legales de ingreso, por lo que frecuentemente utiliza pasos irregulares. En los dos últimos años, la migración proveniente de Venezuela a países de la región continuó, si bien se evidenciaron cambios en su movilidad, entre los que se encuentran: movimientos de retorno a Venezuela, flujos multidireccionales y migraciones secundarias a otros destinos del hemisferio. Durante este periodo han aumentado dramáticamente los movimientos desde Suramérica a Estados Unidos a través del Tapón del Darién, en la frontera colombo-panameña: en los tres primeros meses de 2023, este flujo alcanzó un número récord, con más de 100.000 personas entradas irregulares a Panamá registradas, la mayoría de las cuales eran de nacionalidad venezolana, haitiana, y ecuatoriana, así como población extracontinental.

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Panama - Requirements and Funding Data

OCHA Financial Tracking System (FTS)

1900+ Downloads

Time Period of the Dataset [?]: August 14, 2024-August 14, 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.

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Panama: NDVI at Subnational Level

WFP - World Food Programme

100+ Downloads

Time Period of the Dataset [?]: July 01, 2002-July 31, 2024 ... More

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.

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Panama: Rainfall Indicators at Subnational Level

WFP - World Food Programme

100+ Downloads

Time Period of the Dataset [?]: January 01, 1981-August 10, 2024 ... More

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.

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Panama - Food Prices

WFP - World Food Programme

400+ Downloads

Time Period of the Dataset [?]: January 15, 2006-June 15, 2022 ... More

This dataset updates: Every month

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

This dataset contains Food Prices data for Panama, 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.

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Total COVID-19 Tests Performed by Country

HDX

22000+ Downloads

Time Period of the Dataset [?]: January 18, 2020-January 11, 2024 ... More

This dataset updates: Every week

'Our World in Data' is compiling COVID-19 testing data over time for many countries around the world. They are adding further data in the coming days as more details become available for other countries. In some cases figures refer to the number of tests, in other cases to the number of individuals who have been tested. Refer to documentation provided here.

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Panama - Food Security and Nutrition Indicators

Food and Agriculture Organization (FAO) of the United Nations

100+ 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 Panama. Contains data from the FAOSTAT bulk data service.

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Panama - Food Prices

Food and Agriculture Organization (FAO) of the United Nations

600+ 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 Panama. Contains data from the FAOSTAT bulk data service covering the following categories: Consumer Price Indices, Deflators, Exchange rates, Producer Prices

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Movement Distribution

Data for Good at Meta

2900+ Downloads

Time Period of the Dataset [?]: December 01, 2022-August 14, 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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Panama Roads (OpenStreetMap Export)

Humanitarian OpenStreetMap Team (HOT)

100+ Downloads

Time Period of the Dataset [?]: August 09, 2024-August 09, 2024 ... More

This dataset updates: Every month

This dataset is part of the data series [?]: HOTOSM - Roads

OpenStreetMap contains roughly 45.4 thousand km of roads in this region. Based on AI-mapped estimates, this is approximately 63 % of the total road length in the dataset region. The average age of data for the region is 2 years ( Last edited 22 days ago ) and 26% of roads were added or updated in the last 6 months. Read about what this summary means : indicators , metrics OpenStreetMap exports for use in GIS applications. This theme includes all OpenStreetMap features in this area matching ( Learn what tags means here ) : tags['highway'] IS NOT NULL Features may have these attributes: name name:en highway surface smoothness width lanes oneway bridge layer source name:es This dataset is one of many OpenStreetMap exports on HDX. See the Humanitarian OpenStreetMap Team website for more information.

Panama Buildings (OpenStreetMap Export)

Humanitarian OpenStreetMap Team (HOT)

50+ Downloads

Time Period of the Dataset [?]: August 09, 2024-August 09, 2024 ... More

This dataset updates: Every month

This dataset is part of the data series [?]: HOTOSM - Buildings

OpenStreetMap contains roughly 196.2 thousand buildings in this region. Based on AI-mapped estimates, this is approximately 17% of the total buildings.The average age of data for this region is 2 years ( Last edited 22 days ago ) and 10% buildings were added or updated in the last 6 months. Read about what this summary means : indicators , metrics OpenStreetMap exports for use in GIS applications. This theme includes all OpenStreetMap features in this area matching ( Learn what tags means here ) : tags['building'] IS NOT NULL Features may have these attributes: name name:en building building:levels building:materials addr:full addr:housenumber addr:street addr:city office source name:es This dataset is one of many OpenStreetMap exports on HDX. See the Humanitarian OpenStreetMap Team website for more information.

Panama Railways (OpenStreetMap Export)

Humanitarian OpenStreetMap Team (HOT)

60+ Downloads

Time Period of the Dataset [?]: August 09, 2024-August 09, 2024 ... More

This dataset updates: Every month

This dataset is part of the data series [?]: HOTOSM - Railways

OpenStreetMap exports for use in GIS applications. This theme includes all OpenStreetMap features in this area matching ( Learn what tags means here ) : tags['railway'] IN ('rail','station') Features may have these attributes: name name:en railway ele operator:type layer addr:full addr:city source name:es This dataset is one of many OpenStreetMap exports on HDX. See the Humanitarian OpenStreetMap Team website for more information.

Panama Sea Ports (OpenStreetMap Export)

Humanitarian OpenStreetMap Team (HOT)

60+ Downloads

Time Period of the Dataset [?]: August 09, 2024-August 09, 2024 ... More

This dataset updates: Every month

This dataset is part of the data series [?]: HOTOSM - Sea Ports

OpenStreetMap exports for use in GIS applications. This theme includes all OpenStreetMap features in this area matching ( Learn what tags means here ) : tags['amenity'] = 'ferry_terminal' OR tags['building'] = 'ferry_terminal' OR tags['port'] IS NOT NULL Features may have these attributes: name name:en amenity building port operator:type addr:full addr:city source name:es This dataset is one of many OpenStreetMap exports on HDX. See the Humanitarian OpenStreetMap Team website for more information.

Panama Waterways (OpenStreetMap Export)

Humanitarian OpenStreetMap Team (HOT)

100+ Downloads

Time Period of the Dataset [?]: August 09, 2024-August 09, 2024 ... More

This dataset updates: Every month

This dataset is part of the data series [?]: HOTOSM - Waterways

OpenStreetMap exports for use in GIS applications. This theme includes all OpenStreetMap features in this area matching ( Learn what tags means here ) : tags['waterway'] IS NOT NULL OR tags['water'] IS NOT NULL OR tags['natural'] IN ('water','wetland','bay') Features may have these attributes: name name:en waterway covered width depth layer blockage tunnel natural water source name:es This dataset is one of many OpenStreetMap exports on HDX. See the Humanitarian OpenStreetMap Team website for more information.

Panama Education Facilities (OpenStreetMap Export)

Humanitarian OpenStreetMap Team (HOT)

50+ Downloads

Time Period of the Dataset [?]: August 09, 2024-August 09, 2024 ... More

This dataset updates: Every month

This dataset is part of the data series [?]: HOTOSM - Education Facilities

OpenStreetMap exports for use in GIS applications. This theme includes all OpenStreetMap features in this area matching ( Learn what tags means here ) : tags['amenity'] IN ('kindergarten', 'school', 'college', 'university') OR tags['building'] IN ('kindergarten', 'school', 'college', 'university') Features may have these attributes: name name:en amenity building operator:type capacity:persons addr:full addr:city source name:es This dataset is one of many OpenStreetMap exports on HDX. See the Humanitarian OpenStreetMap Team website for more information.

Panama Points of Interest (OpenStreetMap Export)

Humanitarian OpenStreetMap Team (HOT)

50+ Downloads

Time Period of the Dataset [?]: August 09, 2024-August 09, 2024 ... More

This dataset updates: Every month

This dataset is part of the data series [?]: HOTOSM - Points of Interest

OpenStreetMap exports for use in GIS applications. This theme includes all OpenStreetMap features in this area matching ( Learn what tags means here ) : tags['amenity'] IS NOT NULL OR tags['man_made'] IS NOT NULL OR tags['shop'] IS NOT NULL OR tags['tourism'] IS NOT NULL Features may have these attributes: name name:en amenity man_made shop tourism opening_hours beds rooms addr:full addr:housenumber addr:street addr:city source name:es This dataset is one of many OpenStreetMap exports on HDX. See the Humanitarian OpenStreetMap Team website for more information.

Panama Health Facilities (OpenStreetMap Export)

Humanitarian OpenStreetMap Team (HOT)

50+ Downloads

Time Period of the Dataset [?]: August 09, 2024-August 09, 2024 ... More

This dataset updates: Every month

This dataset is part of the data series [?]: HOTOSM - Health Facilities

OpenStreetMap exports for use in GIS applications. This theme includes all OpenStreetMap features in this area matching ( Learn what tags means here ) : tags['healthcare'] IS NOT NULL OR tags['amenity'] IN ('doctors', 'dentist', 'clinic', 'hospital', 'pharmacy') Features may have these attributes: name name:en amenity building healthcare healthcare:speciality operator:type capacity:persons addr:full addr:city source name:es This dataset is one of many OpenStreetMap exports on HDX. See the Humanitarian OpenStreetMap Team website for more information.

Panama Financial Services (OpenStreetMap Export)

Humanitarian OpenStreetMap Team (HOT)

20+ Downloads

Time Period of the Dataset [?]: August 09, 2024-August 09, 2024 ... More

This dataset updates: Every month

This dataset is part of the data series [?]: HOTOSM - Financial Services

OpenStreetMap exports for use in GIS applications. 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:es This dataset is one of many OpenStreetMap exports on HDX. See the Humanitarian OpenStreetMap Team website for more information.

Panama Airports (OpenStreetMap Export)

Humanitarian OpenStreetMap Team (HOT)

70+ Downloads

Time Period of the Dataset [?]: August 09, 2024-August 09, 2024 ... More

This dataset updates: Every month

This dataset is part of the data series [?]: HOTOSM - Airports

OpenStreetMap exports for use in GIS applications. This theme includes all OpenStreetMap features in this area matching ( Learn what tags means here ) : tags['aeroway'] IS NOT NULL OR tags['building'] = 'aerodrome' OR tags['emergency:helipad'] IS NOT NULL OR tags['emergency'] = 'landing_site' Features may have these attributes: name name:en aeroway building emergency emergency:helipad operator:type capacity:persons addr:full addr:city source name:es This dataset is one of many OpenStreetMap exports on HDX. See the Humanitarian OpenStreetMap Team website for more information.

Panama Populated Places (OpenStreetMap Export)

Humanitarian OpenStreetMap Team (HOT)

80+ Downloads

Time Period of the Dataset [?]: August 09, 2024-August 09, 2024 ... More

This dataset updates: Every month

This dataset is part of the data series [?]: HOTOSM - Populated Places

OpenStreetMap exports for use in GIS applications. This theme includes all OpenStreetMap features in this area matching ( Learn what tags means here ) : tags['place'] IN ('isolated_dwelling', 'town', 'village', 'hamlet', 'city') Features may have these attributes: name name:en place population is_in source name:es This dataset is one of many OpenStreetMap exports on HDX. See the Humanitarian OpenStreetMap Team website for more information.

Panama - Conflict Events

Armed Conflict Location & Event Data Project (ACLED)

300+ Downloads

Time Period of the Dataset [?]: January 01, 2018-August 02, 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 Panama. 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.

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Panama - Data on Conflict Events

HDX

200+ Downloads

Time Period of the Dataset [?]: October 03, 1989-December 23, 1989 ... 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

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Panama - Health Indicators

World Health Organization

4600+ Downloads

Time Period of the Dataset [?]: January 01, 1951-December 31, 2030 ... More

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: Air pollution, Antimicrobial resistance (AMR), Assistive technology, Child mortality, Dementia diagnosis, treatment and care, Dementia policy and legislation, 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, HIV, Health Inequality Monitor, Health financing, Health systems, Health taxes, Health workforce, Hepatitis, Immunization coverage and vaccine-preventable diseases, International Health Regulations (2005) monitoring framework, Malaria, 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 against women, Violence prevention, Water, sanitation and hygiene (WASH), Women and health, World Health Statistics. For links to individual indicator metadata, see resource descriptions.

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Panama - IFRC Appeals

International Federation of Red Cross and Red Crescent Societies (IFRC)

60+ Downloads

Time Period of the Dataset [?]: November 25, 1997-July 31, 2025 ... More

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.

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Panama - Human Development Indicators

UNDP Human Development Reports Office (HDRO)

100+ Downloads

Time Period of the Dataset [?]: January 01, 1990-December 31, 2022 ... More

This dataset updates: Every year

This dataset is part of the data series [?]: UNDP Human Development Reports Office - Human Development Indicators

The aim of the Human Development Report is to stimulate global, regional and national policy-relevant discussions on issues pertinent to human development. Accordingly, the data in the Report require the highest standards of data quality, consistency, international comparability and transparency. The Human Development Report Office (HDRO) fully subscribes to the Principles governing international statistical activities. The HDI was created to emphasize that people and their capabilities should be the ultimate criteria for assessing the development of a country, not economic growth alone. The HDI can also be used to question national policy choices, asking how two countries with the same level of GNI per capita can end up with different human development outcomes. These contrasts can stimulate debate about government policy priorities. The Human Development Index (HDI) is a summary measure of average achievement in key dimensions of human development: a long and healthy life, being knowledgeable and have a decent standard of living. The HDI is the geometric mean of normalized indices for each of the three dimensions. The 2019 Global Multidimensional Poverty Index (MPI) data shed light on the number of people experiencing poverty at regional, national and subnational levels, and reveal inequalities across countries and among the poor themselves.Jointly developed by the United Nations Development Programme (UNDP) and the Oxford Poverty and Human Development Initiative (OPHI) at the University of Oxford, the 2019 global MPI offers data for 101 countries, covering 76 percent of the global population. The MPI provides a comprehensive and in-depth picture of global poverty – in all its dimensions – and monitors progress towards Sustainable Development Goal (SDG) 1 – to end poverty in all its forms. It also provides policymakers with the data to respond to the call of Target 1.2, which is to ‘reduce at least by half the proportion of men, women, and children of all ages living in poverty in all its dimensions according to national definition'.

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