Datasets:
Access Request for climateBUG-Data
This repository is publicly accessible, but you have to accept the conditions to access its files and content.
Welcome to the access request form for climateBUG-Data. This dataset is available under the CC BY-NC-ND 4.0 license with the additional condition that the dataset cannot be reshared in any form.
Interested in commercial licensing? Let us know here. We're open to explore how our dataset can support your projects.
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climateBUG-Data
Overview
climateBUG-Data is a part of the climateBUG framework. It focuses on analyzing climate-related discussions in EU banks' reporting using computational linguistics.
Key Features
- Dataset Composition: The dataset includes over 1.07 million annotated statements from EU banks' annual and sustainability reports, covering the years 2015 to 2020. It provides an analysis of climate change and finance topics discussed in the European banking sector during this period.
- Integration with climateBUG Framework: Designed to be utilized with the climateBUG framework's deep learning model and analytical tools.
Access and Usage
- Models, dataset and tools are available at the climateBUG project page.
- Suitable for researchers and professionals in finance, sustainability, and climate policy.
Licensing and Availability
Non-Commercial Research
- License: The climateBUG-Data, including its models and tools, is licensed under the Creative Commons Attribution-NonCommercial-NoDerivatives 4.0 International (CC BY-NC-ND 4.0).
- Additional Restriction: Redistribution or sharing of the dataset in any form is not permitted. This additional restriction complements the standard CC BY-NC-ND 4.0 license terms.
- License Details: Please review the CC BY-NC-ND 4.0 license for complete terms, keeping in mind our specific no-resharing clause.
Commercial Use
- Open to Collaboration: We welcome interest from commercial entities and are open to exploring how the climateBUG-Data can contribute to your projects and initiatives.
- Tailored Licensing Arrangements: Understanding that commercial needs can vary, we are ready to discuss customized licensing arrangements that align with your specific requirements.
- Contact Us: To discuss potential collaborations and commercial licensing options, please reach out to us at climatebug@lumilogic.se.
Citation
Please cite this dataset as follows:
Yu, Y., Scheidegger, S., Elliott, J., & Löfgren, Å. (2024). climateBUG: A data-driven framework for analyzing bank reporting through a climate lens. Expert Systems With Applications, 239, 122162.
@article{yu2024climatebug,
title = {climateBUG : A data-driven framework for analyzing bank reporting through a climate lens},
journal = {Expert Systems with Applications},
volume = {239},
pages = {122162},
year = {2024},
author = {Yinan Yu and Samuel Scheidegger and Jasmine Elliott and Åsa Löfgren}
}
Support and Contact
For support, additional information, or inquiries, please reach out through climatebug@lumilogic.se or visit the climateBUG project page.
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