niger-economic-monitoring
Niger Economic Monitoring
https://github.com/datapartnership/niger-economic-monitoring
Science Score: 44.0%
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✓CITATION.cff file
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✓codemeta.json file
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✓.zenodo.json file
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○DOI references
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○Scientific vocabulary similarity
Low similarity (9.8%) to scientific vocabulary
Keywords
Repository
Niger Economic Monitoring
Basic Info
- Host: GitHub
- Owner: datapartnership
- License: mpl-2.0
- Language: Jupyter Notebook
- Default Branch: main
- Homepage: http://datapartnership.org/niger-economic-monitoring/
- Size: 175 MB
Statistics
- Stars: 2
- Watchers: 2
- Forks: 2
- Open Issues: 11
- Releases: 0
Topics
Metadata Files
README.md
Niger Economic Monitoring
Assignment
The West Africa Prosperity Team has requested support for using alternative data to better understand economic trends in Niger following a coup and civil unrest.
The assignment covers analysis of crop productivity trends, conflict mapping, monitoring nighttime lights, and understanding population movement trends.
Data
The following datasets are used in this assignmet. Further details about each dataset -- licensing, frequency of updates, access instructions, etc. -- accompany each data product in which they were used (see below).
ACLED - Time-stamped, geolocated points where conflicts (protests, attacks, etc.) have occured, collected globally based on news and crowdsourced data.
BlackMarble - Visible Infrared Imaging Radiometer Suite (VIIRS) Nighttime Lights from NASA.
Digital Earth Africa Cropland Extent Map - The service shows the presence or absence of crop for a 10-meter pixel resolution.
MODIS - NASA's 'Modern Resolution Imaging Spectroradiometer' dataset, used to monitor changes in surface vegetation.
Meta Co-Loctiaon Maps - Colocation Maps measure the probability that two individuals from two locations are found in the same location at the same time. These maps help researchers analyze the probability that people in areas with disease outbreaks will come in contact with new populations. The data can be requested through the Development Data Partnership.
Reusable Data Science Products
The following data products are included in this project:
License
This projects is licensed under the Mozilla Public License - see the LICENSE file for details.
Code of Conduct
The template used to create this project maintains a Code of Conduct to ensure an inclusive and respectful environment for everyone. Please adhere to it in all interactions within our community.
Owner
- Name: Development Data Partnership
- Login: datapartnership
- Kind: organization
- Email: datapartnership@worldbank.org
- Website: https://datapartnership.org
- Twitter: DevDataPship
- Repositories: 10
- Profile: https://github.com/datapartnership
Public-Private Data Partnerships for International Development
Citation (CITATION.cff)
cff-version: 1.2.0
message: "Country borders or names do not necessarily reflect the World Bank Group’s official position. All maps are for illustrative purposes and do not imply the expression of any opinion on the part of the World Bank, concerning the legal status of any country or territory or concerning the delimitation of frontiers or boundaries."
title: "Using Alternative Data to Understand Impact of Coup and Sanctions on the Niger Economy"
authors:
- affiliation: World Bank
family-names: Chamorro
given-names: Andres
- affiliation: World Bank
family-names: Sarva
given-names: Sahiti
- affiliation: World Bank
family-names: Stefanini Vicente
given-names: Gabriel
orcid: https://orcid.org/0000-0001-6530-3780
keywords:
- Niger Economic Monitoring
- Open Science
repository-code: https://github.com/niger-economic-monitoring
GitHub Events
Total
- Issues event: 5
- Watch event: 1
- Issue comment event: 2
- Push event: 33
- Pull request event: 1
- Fork event: 1
- Create event: 1
Last Year
- Issues event: 5
- Watch event: 1
- Issue comment event: 2
- Push event: 33
- Pull request event: 1
- Fork event: 1
- Create event: 1
Dependencies
- actions/checkout v4 composite
- actions/setup-python v5 composite
- peaceiris/actions-gh-pages v3 composite
- actions/checkout v4 composite
- actions/download-artifact v3 composite
- actions/setup-python v4 composite
- actions/upload-artifact v3 composite
- pypa/gh-action-pypi-publish release/v1 composite
- sigstore/gh-action-sigstore-python v1.2.3 composite
- pandas >=2
- pycountry >=22.3.5
- requests >=2.28.1