Data for Good at Meta Humanitarian Data | 221 Datasets

COVID-19 Trends and Impact Survey

1200+ Downloads

Time Period of the Dataset [?]: May 01, 2020-August 30, 2024 ... More

This dataset updates: As needed

This dataset contains two APIs with daily COVID-19 Trends and Impact Survey data. The University of Maryland API is for accessing global survey data and CMU API is for accessing US survey data.

API

Jersey: High Resolution Population Density Maps + Demographic Estimates

Data for Good at Meta

700+ Downloads

Time Period of the Dataset [?]: January 01, 2020-December 31, 2020 ... More

This dataset updates: Never

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

The world's most accurate population datasets. Seven maps/datasets for the distribution of various populations in Jersey: (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).

CSV
GeoTIFF

Social Capital Atlas

Data for Good at Meta

23000+ 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

CSV
PDF

Facebook Business Activity Trends during Crisis

Data for Good at Meta

100+ Downloads

Time Period of the Dataset [?]: June 30, 2024-February 26, 2025 ... 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.

CSV

AI-Detected Missing Roads

Data for Good at Meta

100+ Downloads

Time Period of the Dataset [?]: May 27, 2020-December 03, 2022 ... More

This dataset updates: As needed

NEWER ROAD MAPPING DATA CAN BE FOUND IN THE OVERTURE MAPS FOUNDATION RELEASES: https://overturemaps.org/ In conjunction with OpenStreetMap, we are creating tools that we hope will enable the mapping community to enjoy a faster & more accurate mapping experience. To this end, we used artificial intelligence to predict features on high-resolution satellite imagery; these features are then populated in our RapiD map editing tool. When combined with global-scale humanitarian efforts, we hope RapiD can help realize our vision of a more connected world. Find out more: https://mapwith.ai/

Web App

Movement Distribution

Data for Good at Meta

5300+ Downloads

Time Period of the Dataset [?]: December 01, 2022-February 28, 2025 ... 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

CSV
PDF

Cross Gender Ties

Data for Good at Meta

600+ Downloads

Time Period of the Dataset [?]: January 30, 2025-January 30, 2025 ... More

This dataset updates: As needed

Data from the paper "Cross-Gender Social Ties Around the World", which is available here.

CSV
PDF

Facebook Commuting Zones

Data for Good at Meta

1700+ Downloads

Time Period of the Dataset [?]: July 04, 2021-March 15, 2023 ... More

This dataset updates: As needed

Commuting zones are geographic areas where people live and work and are useful for understanding local economies, as well as how they differ from traditional boundaries. Learn more here: https://dataforgood.facebook.com/dfg/tools/commuting-zones

CSV

Facebook Business Activity Trends during COVID19

Data for Good at Meta

500+ Downloads

Time Period of the Dataset [?]: March 01, 2020-May 15, 2023 ... 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

Climate Change Opinion Survey

Data for Good at Meta

5500+ Downloads

Time Period of the Dataset [?]: February 17, 2021-September 03, 2023 ... More

This dataset updates: Never

In partnership with Yale, Meta launched a climate change opinion survey that explores public climate change knowledge, attitudes, policy preferences, and behaviors. 2023 aggregated survey responses now available. 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.

CSV
XLSX

Guernsey: High Resolution Population Density Maps + Demographic Estimates

Data for Good at Meta

800+ Downloads

Time Period of the Dataset [?]: May 11, 2021-May 12, 2021 ... More

This dataset updates: Never

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

The world's most accurate population datasets. Seven maps/datasets for the distribution of various populations in Guernsey: (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).

Equatorial Guinea: High Resolution Population Density Maps + Demographic Estimates

Data for Good at Meta

1200+ Downloads

Time Period of the Dataset [?]: May 20, 2019-May 17, 2021 ... More

This dataset updates: Never

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

The world's most accurate population datasets. Seven maps/datasets for the distribution of various populations in Equatorial Guinea: (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).

Greece: High Resolution Population Density Maps + Demographic Estimates

Data for Good at Meta

1300+ Downloads

Time Period of the Dataset [?]: September 19, 2019-May 18, 2021 ... More

This dataset updates: Never

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

The world's most accurate population datasets. Seven maps/datasets for the distribution of various populations in Greece: (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).

Guadeloupe: High Resolution Population Density Maps + Demographic Estimates

Data for Good at Meta

900+ Downloads

Time Period of the Dataset [?]: June 10, 2019-May 18, 2021 ... More

This dataset updates: Never

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

The world's most accurate population datasets. Seven maps/datasets for the distribution of various populations in Guadeloupe: (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).

Guatemala: High Resolution Population Density Maps + Demographic Estimates

Data for Good at Meta

1500+ Downloads

Time Period of the Dataset [?]: June 10, 2019-May 18, 2021 ... More

This dataset updates: Never

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

The world's most accurate population datasets. Seven maps/datasets for the distribution of various populations in Guatemala: (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).

CSV
GeoTIFF

Bangladesh: High Resolution Population Density Maps + Demographic Estimates

Data for Good at Meta

3000+ Downloads

Time Period of the Dataset [?]: June 19, 2019-October 25, 2021 ... More

This dataset updates: Never

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

VERSION 1.5. The world's most accurate population datasets. Seven maps/datasets for the distribution of various populations in Bangladesh : (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).

zip
JSON

Ghana: High Resolution Population Density Maps + Demographic Estimates

Data for Good at Meta

2200+ Downloads

Time Period of the Dataset [?]: May 20, 2019-November 23, 2021 ... More

This dataset updates: Never

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

The world's most accurate population datasets. Seven maps/datasets for the distribution of various populations in Ghana: (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). There is also a tiled version of this dataset that may be easier to use if you are interested in many countries.

zip
JSON

Nigeria: High Resolution Population Density Maps + Demographic Estimates

Data for Good at Meta

17000+ Downloads

Time Period of the Dataset [?]: May 20, 2019-November 23, 2021 ... More

This dataset updates: Never

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

VERSION 1.5. The world's most accurate population datasets. Seven maps/datasets for the distribution of various populations in Nigeria: (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). There is also a tiled version of this dataset that may be easier to use if you are interested in many countries.

zip
JSON

FAIR COVID-19 US County Forecast Dataset

Data for Good at Meta

5000+ Downloads

Time Period of the Dataset [?]: October 15, 2020-January 07, 2022 ... More

This dataset updates: Every week

This bucket contains FAIR COVID-19 US county level forecast data

zip

Angola: High Resolution Population Density Maps + Demographic Estimates

Data for Good at Meta

1400+ Downloads

Time Period of the Dataset [?]: May 20, 2019-June 10, 2022 ... More

This dataset updates: Never

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

The world's most accurate population datasets. Seven maps/datasets for the distribution of various populations in Angola: (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).

zip
JSON

Rwanda: High Resolution Population Density Maps + Demographic Estimates

Data for Good at Meta

1500+ Downloads

Time Period of the Dataset [?]: May 20, 2019-July 22, 2022 ... More

This dataset updates: Never

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

The world's most accurate population datasets. Seven maps/datasets for the distribution of various populations in Rwanda: (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).

zip
JSON

Guinea: High Resolution Population Density Maps + Demographic Estimates

Data for Good at Meta

1100+ Downloads

Time Period of the Dataset [?]: May 20, 2019-August 15, 2022 ... More

This dataset updates: Never

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

The world's most accurate population datasets. Seven maps/datasets for the distribution of various populations in Guinea: (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).

zip
JSON

French Guiana: High Resolution Population Density Maps + Demographic Estimates

Data for Good at Meta

800+ Downloads

Time Period of the Dataset [?]: June 10, 2019-September 01, 2022 ... More

This dataset updates: Never

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

The world's most accurate population datasets. Seven maps/datasets for the distribution of various populations in French Guiana: (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).

zip
JSON

Guyana: High Resolution Population Density Maps + Demographic Estimates

Data for Good at Meta

900+ Downloads

Time Period of the Dataset [?]: June 10, 2019-September 01, 2022 ... More

This dataset updates: Never

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

The world's most accurate population datasets. Seven maps/datasets for the distribution of various populations in Guyana: (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).

zip
JSON

Gambia: High Resolution Population Density Maps + Demographic Estimates

Data for Good at Meta

1600+ Downloads

Time Period of the Dataset [?]: May 20, 2019-October 28, 2022 ... More

This dataset updates: Never

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

The world's most accurate population datasets. Seven maps/datasets for the distribution of various populations in Gambia: (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). There is also a tiled version of this dataset that may be easier to use if you are interested in many countries.

zip
JSON