Linking Village-Level Data on Climatic Impact-Drivers, Socioeconomic Vulnerability, and Environmental Conditions to Health Impacts across 12 Philippine Cities



The Project CCHAIN dataset is a validated, open-sourced linked dataset containing 20 years (2003-2022) of health, climate, environment, and socioeconomic variables at the barangay (village) level across 12 Philippine cities.

This work was carried out with the aid of a grant from Lacuna Fund, an initiative co-founded by The Rockefeller Foundation, Google.org, Canada’s International Development Research Centre, and GIZ on behalf of the German Federal Ministry for Economic Cooperation and Development (BMZ); and Wellcome.

Cite the data as:

Thinking Machines Data Science (2024). Project CCHAIN Dataset: Open validated health, climate, environment, and socioeconomic data in 12 Philippine cities. Kaggle. https://doi.org/10.34740/kaggle/ds/4918229

Access the dataset

You may view a sample of the dataset in its linked form through the following links:

To download the full dataset, kindly accomplish the form below.

Project Team

Consortium members

Supported by

Contact Us

For general project inquiries, send a message to data-for-development@thinkingmachin.es