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mena-fcv-economic-monitor

https://github.com/datapartnership/mena-fcv-economic-monitor

Science Score: 44.0%

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    CITATION.cff file
    Found CITATION.cff file
  • ✓
    codemeta.json file
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    .zenodo.json file
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    Scientific vocabulary similarity
    Low similarity (9.1%) to scientific vocabulary
Last synced: 6 months ago · JSON representation ·

Repository

Basic Info
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  • Stars: 0
  • Watchers: 6
  • Forks: 0
  • Open Issues: 7
  • Releases: 0
Created about 1 year ago · Last pushed 7 months ago
Metadata Files
Readme Contributing License Code of conduct Citation

README.md

MENA-FCV Economic Monitoring

Assignment

This assignment aims to compare the impacts of conflict across the Fragile, Conflict, and Violence (FCV) regions of the Middle East and North Africa (MENA), Afghanistan, and Pakistan through alternative data sources.

Contents

{tableofcontents}

Data

The following datasets are used in this assignment:

  • LinkedIn Hiring Rate - Data from LinkedIn's Economic Graph, which provides insights into hiring trends across MENA region, Afghanistan, and Pakistan.
  • Speedtest Intelligence - Data from Ookla's Speedtest Intelligence, which provides insights into internet speed and quality across MENA region, Afghanistan, and Pakistan.
  • Down Detector - Data from Ookla's Down Detector, which provides insights into internet outages and disruptions across MENA region, Afghanistan, and Pakistan.
  • International Migration Flows - Data from Meta's Data for Good program, which provides insights into global migration flows using Facebook's privacy-protected records of their three billion users. This dataset estimates migration flows for 181 countries on a monthly basis from January 2019 to December 2022.

Additional details about each dataset—such as licensing, update frequency, and access instructions—are provided within the respective data products.

Data Availability Statement

Restrictions may apply to the data that support the findings of this study. Data received from the private sector through the Development Data Partnership are subject to the terms and conditions of the data license agreement and the “Official Use Only” data classification. These data are available upon request through the Development Data Partnership. Licensing and access information for all other datasets are included in the documentation.

License

This projects is licensed under the Mozilla Public License - see the LICENSE file for details.

Code of Conduct

The World Bank Data Lab 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

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: "World Bank Data Lab Project Template"
authors:
  - affiliation: World Bank
    family-names: Stefanini Vicente
    given-names: Gabriel
    orcid: https://orcid.org/0000-0001-6530-3780
keywords:
  - Open Science
repository-code: https://github.com/worldbank/template/tree/main

GitHub Events

Total
  • Issues event: 9
  • Delete event: 3
  • Issue comment event: 10
  • Push event: 19
  • Pull request event: 12
  • Create event: 7
Last Year
  • Issues event: 9
  • Delete event: 3
  • Issue comment event: 10
  • Push event: 19
  • Pull request event: 12
  • Create event: 7

Issues and Pull Requests

Last synced: 8 months ago

All Time
  • Total issues: 1
  • Total pull requests: 1
  • Average time to close issues: N/A
  • Average time to close pull requests: N/A
  • Total issue authors: 1
  • Total pull request authors: 1
  • Average comments per issue: 1.0
  • Average comments per pull request: 0.0
  • Merged pull requests: 0
  • Bot issues: 0
  • Bot pull requests: 0
Past Year
  • Issues: 1
  • Pull requests: 1
  • Average time to close issues: N/A
  • Average time to close pull requests: N/A
  • Issue authors: 1
  • Pull request authors: 1
  • Average comments per issue: 1.0
  • Average comments per pull request: 0.0
  • Merged pull requests: 0
  • Bot issues: 0
  • Bot pull requests: 0
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Top Authors
Issue Authors
  • SahitiSarva (4)
Pull Request Authors
  • msoltadeo (2)
  • SahitiSarva (1)
  • mariarrt94 (1)
  • farhanreynaldo (1)
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Dependencies

.github/workflows/gh-pages.yml actions
  • actions/checkout v4 composite
  • actions/deploy-pages v4 composite
  • actions/setup-python v5 composite
  • actions/upload-pages-artifact v3 composite
.github/workflows/release.yml actions
  • actions/checkout v4 composite
  • actions/download-artifact v4 composite
  • actions/setup-python v5 composite
  • actions/upload-artifact v4 composite
  • pypa/gh-action-pypi-publish release/v1 composite
pyproject.toml pypi
  • bokeh >=3,<4
  • pandas >=2
  • pycountry >=22.3.5
  • requests >=2.28.1