Accessible Poverty Estimates

We utilize random forests regressions and features derived from a range of geospatial datasets (nighttime lights, landcover, OpenStreetMap features, and more) to produce estimates of development indicators such as household wealth/poverty.
https://github.com/aiddata/accessible-poverty-estimates

Category: Sustainable Development
Sub Category: Population and Poverty

Keywords

equitable-ai geospatial-data machine-learning poverty-estimates

Last synced: about 10 hours ago
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Repository metadata

Exploring accessible methods and data to estimate poverty

• Host: GitHub
• URL: https://github.com/aiddata/accessible-poverty-estimates
• Owner: aiddata
• License: other
• Created: 2021-07-08T14:46:14.000Z (almost 4 years ago)
• Default Branch: main
• Last Pushed: 2024-07-31T19:09:07.000Z (9 months ago)
• Last Synced: 2025-04-20T22:01:56.379Z (7 days ago)
• Topics: equitable-ai, geospatial-data, machine-learning, poverty-estimates
• Language: TeX
• Homepage: https://www.aiddata.org/machine-learning
• Size: 1.36 GB
• Stars: 7
• Watchers: 3
• Forks: 3
• Open Issues: 3
• Releases: 1
• Metadata Files:
  • Readme: README.md
  • License: LICENSE.md

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Owner metadata

• Name: AidData
• Login: aiddata
• Email: [email protected]
• Kind: organization
• Description: A Research Lab at William & Mary
• Website: aiddata.org
• Location: Williamsburg, VA
• Twitter:
• Company:
• Icon url: https://avatars.githubusercontent.com/u/5346381?v=4
• Repositories: 35
• Last ynced at: 2023-02-28T15:40:21.566Z
• Profile URL: https://github.com/aiddata

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GitHub Events

Total

• Release event: 1
• Push event: 1
• Create event: 1

Last Year

• Release event: 1
• Push event: 1
• Create event: 1

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Committers metadata

Last synced: 6 days ago

Name	Email	Commits
sgoodm	s****n@a****u	184
Jacob Hall	e****l@j****t	54
Eli Svoboda	e****a@w****u	12
Sasan-Faraj	5****j	10

Committer domains:

• wm.edu: 1
• jacobhall.net: 1
• aiddata.wm.edu: 1

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Issue and Pull Request metadata

Last synced: 1 day ago

More stats: https://issues.ecosyste.ms/repositories/lookup?url=https://github.com/aiddata/accessible-poverty-estimates

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Score: 3.6888794541139367