---
license: cc-by-sa-4.0
---

This is the (preliminary) dataset for firm-level climate change adaptation.

It contains the following comments:
- path: a unique identifier that stores the path of the file that was used to create the scores.
- cik: unique firm identifier.
- year: year of the report.
- date: publishing date of the report.
- num_paragraphs: number of paragraphs in the report.
- num_words: number of words in the report.
- Storm, Flood, Heatwave, Drought, Wildfire, Coldwave: share of paragraphs mentioning extreme weather types, scaled by 1000. Classifier models developed in [Schimanski et al. 2026](https://papers.ssrn.com/sol3/papers.cfm?abstract_id=6035794).
- phyiscal_risk: share of paragraphs mentioning these physical climate risks, scaled by 1000. Classifier models developed in [Koelbel et al. 2022](https://academic.oup.com/jfec/article-abstract/22/1/30/6650201?redirectedFrom=fulltext).
- adaptation, action, solution, risk_assessment, physical_protection, adaptive_operations, risk_transfer: share of paragraphs mentioning adaptation (sub-)categories, scaled by 1000. See the paper for more details.


If you use the data, cite the paper:

```bibtex
@article{Schimanski26adaptation,
    title={{Firm-level Climate Change Adaptation}},
    author={Tobias Schimanski},
    year={2026},
    journal={Available on SSRN: https://papers.ssrn.com/sol3/papers.cfm?abstract_id=6710044},
}
```