extreme-weather-impacts/classified_data_8K

- path: filepath and unique identifier of the file
- company: unique company identifier
- year: year of the filing
- filename: filename of the 8-K, 10-K, 10-Q given by us in the downloading process
- date: date of the filing
- paragraph: text paragraph that is analyzed with the LLMs
- num_paragraphs: number of paragraphs that the entire filing contained
- num_words: number of words that the entire filing contained
- Storm, Flood, Heatwave, Drought, Wildfire, Coldwave, physical risk: Indicates 1 if the text mentions any of the above categories
- item1a, item7, item8: indicates 1 if the text was in the item mentioned; Form 8-K filings contain item7 and item8, Form 10-K filings contain item1a (not used in the analysis)
- impact: indicates “Yes” if the text mentions that the company was impacted to any extreme weather event
- impact_YY: indicates “Yes” if the text mentions that the company was impacted by the specific extreme weather event with the event_id YY in the NOAA data
- impact_directionality: indicates “Neutral”, “Negative”, “Positive”, or “Reimbursement” according to the impact directionality classification
- impact_channel: indicates “asset”, “only_economic_flows”, “none” according to the impact channel classification; “only_economic_flows” means that there was no asset impact co-detected with economic flows