Datasets and Data Products Summary

Datasets

Datasets refer to all datasets used in the analytics prepared for a project. The Datasets table includes a description of the data and their update frequency, as well as access links and contact information for questions about use and access. Users should not require any datasets not included in this table to complete the analytical work for the Data Good.

Following is list of all Datasets used in this Data Good:

Note

Project Sharepoint links are only accessible to the project team. For permissions to access these data, please write to the contact provided. The Development Data Hub is the World Bank’s central data catalogue and includes meta-data and license information.

Where feasible, all datasets that can be obtained through the Development Data Hub have been placed in a special collection: forthcoming

ID	Name	License	Description	Update Frequency	Access	Contact
1	Türkiye - Subnational Administrative Boundaries	Open	Admin boundaries up to level 3	Every year (Last updated in 27 February 2023)	HDX	Sahiti Sarva, Data Lab
2	Mobility Data	Proprietary	Timestamped lat/lon points provided by Veraset Movement	Weekly (Daily possible)	Development Data Partnership	Development Data Partnership
3	Meta Business Activity Trends during crisis	Proprietary	Timestamped at GADM2 Level	Daily after the earthquake	Development Data Partnership	Development Data Partnership
4	Meta Network Connectivity Maps during crisis	Proprietary	Timestamped at Bing Tile Level 16 (~600m)	Daily after the earthquake	Development Data Partnership	Development Data Partnership
5	Ookla Speedtest Intelligence	Proprietary	Timestamped lat/lon points	Daily	Development Data Partnership	Development Data Partnership
6	BlackMarble Night Lights Data	Open	Timestamped lat/lon points	Daily	NASA’s BlackMarble Night Time Lights	Geospatial Operations Support Team) or Rob Marty (DIME)
7	Premise Household needs survey	Proprietary	Timestamped lat/lon points of survey results	Will not be updated	Development Data Partnership	Development Data Partnership
8	Damaged Buildings dataset from MoECC	Open	lat/lon locations of damaged and collapsed buildings	Will not be updated	Project SharePoint	Data Lab

Data Products Summary

Data Products are produced using the Datasets and can be further used to generate indicators and insights. All Data Products include documentation, references to original data sources (and/or information on how to access them), and a description of their limitations.

Following is a summary of Data Products used in this Data Good:

ID	Name	Description	Limitations	Datasets Used (ID#)
A	Observed POI Visitation based on mobility traces	Daily aggregated analysis of trip patterns through formal and informal checkpoints, over time.	Convenience sampling; Sample size is limited	1,2
B	Observed changes in Business Activity Trends	Daily and weekly aggregated business activity trends per business vertical	Only uses data from Facebook users	1, 4
C	Observed changes in NightLight Data	Weekly aggregated trends in nightlight connectivity	Changes in nighttime lights could be driven by multiple factors—such as rescue efforts generating lights, to damages and people leaving high-hit areas causing a reduction in nighttime lights	1,6
D	Observed changes in Internet Connectivity	Daily and weekly aggregated by admin 1 and admin 2 levels	Only uses data from users who volunatrily conducted a speedtest or are Facebook users.	1,4,5