Search for a Dataset - Humanitarian Data Exchange

Facebook Commuting Zones

1400+ Downloads

Time Period of the Dataset [?]: July 04, 2021-September 01, 2024 ... More

This dataset updates: Every six months

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

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Facebook Social Connectedness Index

Data for Good at Meta

27000+ Downloads

Time Period of the Dataset [?]: October 13, 2021-October 13, 2021 ... More

This dataset updates: As needed

We use an anonymized snapshot of all active Facebook users and their friendship networks to measure the intensity of connectedness between locations. The Social Connectedness Index (SCI) is a measure of the social connectedness between different geographies. Specifically, it measures the relative probability that two individuals across two locations are friends with each other on Facebook. Details on the underlying data and the construction of the index are provided in the “Facebook Social Connectedness Index - Data Notes.pdf” file. Please also see https://dataforgood.facebook.com/ as well as the associated research paper “Social Connectedness: Measurement, Determinants and Effects,” published in the Journal of Economic Perspectives (https://www.aeaweb.org/articles?id=10.1257/jep.32.3.259). Region identifiers are taken from GADM v2.8 https://gadm.org/download_country_v2.html. Future versions will update IDs to be compatible with the newest GADM version.

Facebook Business Activity Trends during Crisis

Data for Good at Meta

20+ Downloads

Time Period of the Dataset [?]: June 30, 2024-August 16, 2024 ... More

This dataset updates: As needed

Business Activity Trends during Crisis 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 Here we are posting datasets from selected crisis events.

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Facebook Business Activity Trends during COVID19

Data for Good at Meta

400+ Downloads

Time Period of the Dataset [?]: March 01, 2020-November 29, 2022 ... More

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

CSV

Datos de conexiones de Facebook para diferentes países en Latinoamérica

iMMAP Inc.

200+ Downloads

Time Period of the Dataset [?]: November 24, 2023-September 01, 2024 ... More

This dataset updates: As needed

iMMAP localiza a los refugiados y migrantes venezolanos en América Latina mediante el uso de la "Application Programming Interface (API)" de datos publicitarios de Facebook. Mostrando las conexiones de cuentas de usuarios de Facebook que muestra dónde vivían en su país de origen y ahora viven en el extranjero. Los datos de la API de Facebook se recolectan cada 15 días. Las estimaciones que se presentan en este documento se obtienen utilizando filtros específicos y basándose en el comportamiento de los usuarios de Facebook durante los últimos 30 días. Los estimados presentados no están diseñados para coincidir con censos u otras fuentes oficiales. Facebook no proporciona censos o estadísticas en línea sobre refugiados y migrantes. En consecuencia estas estimaciones deben considerarse como una fuente de datos que puede utilizarse para la triangulación y la identificación de tendencias. Facebook sólo proporciona información sobre determinados grupos de población (en este caso los expatriados venezolanos). No proporciona datos estadísticos o históricos.

XLSX

Kontur Population: Global Population Density for 400m H3 Hexagons

Kontur

5000+ Downloads

Time Period of the Dataset [?]: March 11, 2020-November 01, 2023 ... More

This dataset updates: As needed

This dataset is part of the data series [?]: Kontur - Population Density for 400m H3 Hexagons

Global Population dataset. Vector H3 hexagons with population counts at 400m resolution. Per-country subsets of Kontur Population can be found here: data.humdata.org/organization/kontur 3km resolution version: data.humdata.org/dataset/kontur-population-dataset-3km 22km resolution version: data.humdata.org/dataset/kontur-population-dataset-22km Fixed up fusion of GHSL, Facebook, Microsoft Buildings, Copernicus Global Land Service Land Cover, Land Information New Zealand, and OpenStreetMap data.

Geopackage

Small Business Surveys - Aggregated Data

Data for Good at Meta

16000+ Downloads

Time Period of the Dataset [?]: September 01, 2016-September 01, 2024 ... More

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.

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Global Subnational Population - Humanitarian

FieldMaps

100+ Downloads

Time Period of the Dataset [?]: May 23, 2023-May 23, 2023 ... More

This dataset updates: Never

Original site: https://fieldmaps.io/data/population Population statistics in 3 versions, all adjusted to match UN World Population Projection (UN WPP) 2022 totals: Common Operational Datasets: Default version recommended for use. Mixed source data including OCHA / UNFPA sex and age disaggregated data (SADD), filling gaps with Meta / Facebook and WorldPop. Meta / Facebbook: Data from Meta / Facebook, filling gaps with WorldPop. Contains limited sex and age groups. WorldPop: Data only from WorldPop. Contains no sex or age groups, only totals.

Movement Distribution

Data for Good at Meta

3000+ Downloads

Time Period of the Dataset [?]: December 01, 2022-September 01, 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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Pakistan & India: High Resolution Population Density Maps

Data for Good at Meta

2400+ Downloads

Time Period of the Dataset [?]: March 24, 2021-March 24, 2021 ... More

This dataset updates: As needed

This dataset is part of the data series [?]: Data for Good at Meta - High Resolution Population Density Maps and Demographic Estimates

Facebook and Columbia University - CIESIN provide the High Resolution Settlement Layer as the world's most accurate population datasets. More info can be found here: https://dataforgood.fb.com/tools/population-density-maps/ These maps are the distribution of human population spanning Pakistan and India. Each of the 13 TIFF files is a 10 x 10 degree tile (the lower latitude coordinate and longitude coordinates are in the file name). A VRT file is also included.

GeoTIFF

Kontur Population: Global Population Density for 3km H3 Hexagons

Kontur

600+ Downloads

Time Period of the Dataset [?]: March 11, 2020-November 01, 2023 ... More

This dataset updates: As needed

This dataset is part of the data series [?]: Kontur - Population Density for 400m H3 Hexagons

Global Population dataset. Vector H3 hexagons with population counts at 22km resolution. 400m resolution version: data.humdata.org/dataset/kontur-population-dataset 22km resolution version: data.humdata.org/dataset/kontur-population-dataset-22km Per-country subsets of Kontur Population: data.humdata.org/organization/kontur Fixed up fusion of GHSL, Facebook, Microsoft Buildings, Copernicus Global Land Service Land Cover, Land Information New Zealand, and OpenStreetMap data.

Geopackage

Movement Range Maps

Data for Good at Meta

55000+ Downloads

Time Period of the Dataset [?]: March 01, 2020-May 22, 2022 ... More

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/

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Social Connections Survey

Data for Good at Meta

600+ Downloads

Time Period of the Dataset [?]: April 01, 2022-June 30, 2022 ... More

This dataset updates: As needed

Gallup, Meta and a group of academic advisors collaborated to design and conduct the Social Connections Survey, which offers a first look at how social connections vary across diverse geographic regions. The survey was administered through face-to-face or phone interviews with people aged 15 and older in seven countries. The data provides an in-depth look at the extent to which people feel connected, socially supported and lonely in different parts of the world. The data also sheds new light on the characteristics of people’s social connections, the ways people interact with others, the groups with whom they have frequent contact, and how they connect with others to get support when they need it. Please see the State of Social Connections Study on the Data for Good website for more information and a report with key findings. Aggregate country-level data for each item in the survey is publicly available below. Controlled access microdata is available for request through the Data for Good Program at Meta.

CSV

Kontur Population: Global Population Density for 22km H3 Hexagons

Kontur

500+ Downloads

Time Period of the Dataset [?]: March 11, 2020-November 01, 2023 ... More

This dataset updates: As needed

Global Population dataset. Vector H3 hexagons with population counts at 22km resolution. 400m resolution version: data.humdata.org/dataset/kontur-population-dataset 3km resolution version: data.humdata.org/dataset/kontur-population-dataset-3km Per-country subsets of Kontur Population: data.humdata.org/organization/kontur Fixed up fusion of GHSL, Facebook, Microsoft Buildings, Copernicus Global Land Service Land Cover, Land Information New Zealand, and OpenStreetMap data.

Geopackage

United States: High Resolution Population Density Maps + Demographic Estimates

Data for Good at Meta

14000+ Downloads

Time Period of the Dataset [?]: September 19, 2019-September 19, 2019 ... More

This dataset updates: As needed

This dataset is part of the data series [?]: Data for Good at Meta - High Resolution Population Density Maps and Demographic Estimates

These high-resolution maps estimate not only the number of people living within 30-meter grid tiles, but also provide insights on demographics at unprecedentedly high resolutions. These maps aren’t built using Facebook data and instead rely on combining the power of machine vision AI with satellite imagery and census information.

Bangladesh: Population Density for 400m H3 Hexagons

Kontur

200+ Downloads

Time Period of the Dataset [?]: July 10, 2023-November 01, 2023 ... More

This dataset updates: As needed

This dataset is part of the data series [?]: Kontur - Population Density for 400m H3 Hexagons

Bangladesh population density for 400m H3 hexagons. Built from Kontur Population: Global Population Density for 400m H3 Hexagons Vector H3 hexagons with population counts at 400m resolution. Fixed up fusion of GHSL, Facebook, Microsoft Buildings, Copernicus Global Land Service Land Cover, Land Information New Zealand, and OpenStreetMap data.

Geopackage

United States of America: Population Density for 400m H3 Hexagons

Kontur

900+ Downloads

Time Period of the Dataset [?]: July 10, 2023-November 01, 2023 ... More

This dataset updates: As needed

This dataset is part of the data series [?]: Kontur - Population Density for 400m H3 Hexagons

United States population density for 400m H3 hexagons. Built from Kontur Population: Global Population Density for 400m H3 Hexagons Vector H3 hexagons with population counts at 400m resolution. Fixed up fusion of GHSL, Facebook, Microsoft Buildings, Copernicus Global Land Service Land Cover, Land Information New Zealand, and OpenStreetMap data.

Geopackage

Saudi Arabia: Population Density for 400m H3 Hexagons

Kontur

100+ Downloads

Time Period of the Dataset [?]: July 10, 2023-November 01, 2023 ... More

This dataset updates: As needed

This dataset is part of the data series [?]: Kontur - Population Density for 400m H3 Hexagons

Saudi Arabia population density for 400m H3 hexagons. Built from Kontur Population: Global Population Density for 400m H3 Hexagons Vector H3 hexagons with population counts at 400m resolution. Fixed up fusion of GHSL, Facebook, Microsoft Buildings, Copernicus Global Land Service Land Cover, Land Information New Zealand, and OpenStreetMap data.

Geopackage

State of Palestine: Population Density for 400m H3 Hexagons

Kontur

100+ Downloads

Time Period of the Dataset [?]: July 10, 2023-November 01, 2023 ... More

This dataset updates: As needed

This dataset is part of the data series [?]: Kontur - Population Density for 400m H3 Hexagons

State of Palestine population density for 400m H3 hexagons. Built from Kontur Population: Global Population Density for 400m H3 Hexagons Vector H3 hexagons with population counts at 400m resolution. Fixed up fusion of GHSL, Facebook, Microsoft Buildings, Copernicus Global Land Service Land Cover, Land Information New Zealand, and OpenStreetMap data.

Geopackage

Climate Change Opinion Survey

Data for Good at Meta

3100+ Downloads

Time Period of the Dataset [?]: February 17, 2021-March 03, 2021 ... More

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.

XLSX

Social Capital Atlas

Data for Good at Meta

20000+ Downloads

Time Period of the Dataset [?]: August 01, 2022-August 01, 2022 ... More

This dataset updates: As needed

These datasets provide measures of Social Capital for counties, ZIP codes, high schools, and colleges in the United States based on data from Facebook. The Social Capital Atlas dataset is the result of a collaboration between Meta, Opportunity Insights, and researchers from Harvard, New York University, and Stanford. We use methods from the differential privacy literature to add noise to these aggregate statistics to protect privacy while maintaining a high level of statistical reliability. See the accompanying README.pdf and papers published in Nature for more details on data construction, methods, and results. We construct three measures of social capital: Connectedness - The extent to which people with different characteristics are friends with each other. This includes our main economic connectedness measure. Cohesiveness - The degree to which friendship networks are clustered into cliques and whether friendships tend to be supported by mutual friends. This includes our clustering and support ratio measures. Civic Engagement - Indices of trust or participation in civic organizations. This includes our volunteering rate measure. A visualization of this data is available here: www.socialcapital.org Research publications for the Social Capital Atlas dataset are available here: Social Capital I: Measurement and Associations with Economic Mobility Social Capital II: Determinants of Economic Connectedness Any researcher using the data should reference/cite the following papers: Chetty, Raj, Matthew O. Jackson, Theresa Kuchler, Johannes Stroebel, Nathaniel Hendren, Robert Fluegge, Sara Gong, Federico Gonzalez, Armelle Grondin, Matthew Jacob, Drew Johnston, Martin Koenen, Eduardo Laguna-Muggenberg, Florian Mudekereza, Tom Rutter, Nicolaj Thor, Wilbur Townsend, Ruby Zhang, Mike Bailey, Pablo Barber ́a, Monica Bhole, and Nils Wernerfelt (2022a). “Social Capital I: Measurement and Associations with Economic Mobility.” Nature 608 (7921): 108-121, 2022. Download Citation here: https://citation-needed.springer.com/v2/references/10.1038/s41586-022-04996-4?format=refman&flavour=citation Chetty, Raj, Matthew O. Jackson, Theresa Kuchler, Johannes Stroebel, Nathaniel Hendren, Robert Fluegge, Sara Gong, Federico Gonzalez, Armelle Grondin, Matthew Jacob, Drew Johnston, Martin Koenen, Eduardo Laguna-Muggenberg, Florian Mudekereza, Tom Rutter, Nicolaj Thor, Wilbur Townsend, Ruby Zhang, Mike Bailey, Pablo Barber ́a, Monica Bhole, and Nils Wernerfelt (2022b). “Social Capital II: Determinants of Economic Connectedness.” Nature 608 (7921): 122-134, 2022. Download Citation here: https://citation-needed.springer.com/v2/references/10.1038/s41586-022-04997-3?format=refman&flavour=citation

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Kosovo: Population Density for 400m H3 Hexagons

Kontur

40+ Downloads

Time Period of the Dataset [?]: July 10, 2023-November 01, 2023 ... More

This dataset updates: As needed

This dataset is part of the data series [?]: Kontur - Population Density for 400m H3 Hexagons

Kosovo population density for 400m H3 hexagons. Built from Kontur Population: Global Population Density for 400m H3 Hexagons Vector H3 hexagons with population counts at 400m resolution. Fixed up fusion of GHSL, Facebook, Microsoft Buildings, Copernicus Global Land Service Land Cover, Land Information New Zealand, and OpenStreetMap data.

Geopackage

Brazil: Population Density for 400m H3 Hexagons

Kontur

100+ Downloads

Time Period of the Dataset [?]: July 10, 2023-November 01, 2023 ... More

This dataset updates: As needed

This dataset is part of the data series [?]: Kontur - Population Density for 400m H3 Hexagons

Brazil population density for 400m H3 hexagons. Built from Kontur Population: Global Population Density for 400m H3 Hexagons Vector H3 hexagons with population counts at 400m resolution. Fixed up fusion of GHSL, Facebook, Microsoft Buildings, Copernicus Global Land Service Land Cover, Land Information New Zealand, and OpenStreetMap data.

Geopackage

Lebanon: Population Density for 400m H3 Hexagons

Kontur

100+ Downloads

Time Period of the Dataset [?]: July 10, 2023-November 01, 2023 ... More

This dataset updates: As needed

This dataset is part of the data series [?]: Kontur - Population Density for 400m H3 Hexagons

Lebanon population density for 400m H3 hexagons. Built from Kontur Population: Global Population Density for 400m H3 Hexagons Vector H3 hexagons with population counts at 400m resolution. Fixed up fusion of GHSL, Facebook, Microsoft Buildings, Copernicus Global Land Service Land Cover, Land Information New Zealand, and OpenStreetMap data.

Geopackage

Ukraine: Population Density for 400m H3 Hexagons

Kontur

100+ Downloads

Time Period of the Dataset [?]: July 10, 2023-November 01, 2023 ... More

This dataset updates: As needed

This dataset is part of the data series [?]: Kontur - Population Density for 400m H3 Hexagons

Ukraine population density for 400m H3 hexagons. Built from Kontur Population: Global Population Density for 400m H3 Hexagons Vector H3 hexagons with population counts at 400m resolution. Fixed up fusion of GHSL, Facebook, Microsoft Buildings, Copernicus Global Land Service Land Cover, Land Information New Zealand, and OpenStreetMap data.

Geopackage