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extreme-weather-impacts/event_impact_data

event_id: ID of the event in the NOAA billion-dollar dataset cik: unique company identifier [If this combination is present, then there was a firm-event impact] asset, economic_flows, none: classification dimensions of the impact channel classifier; shows whether at least one document indicated an asset impact (asset==1), a pure economic flow impact, i.e. at least one document was only addressing an impact through economic flows and NOT through assets as well (economic_flows==1), or none if… See the full description on the dataset page: https://huggingface.co/datasets/extreme-weather-impacts/event_impact_data.

sourceHugging Faceupdated 8mo agoView on Hugging Face
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  • event_id: ID of the event in the NOAA billion-dollar dataset
  • cik: unique company identifier [If this combination is present, then there was a firm-event impact]
  • asset, economicflows, none: classification dimensions of the impact channel classifier; shows whether at least one document indicated an asset impact (asset==1), a pure economic flow impact, i.e. at least one document was only addressing an impact through economic flows and NOT through assets as well (economicflows==1), or none if at least one document mentioned a none impact (neither asset, nor economic flows; none==1)
  • neutral, negative, positive, reimbursement: classification dimensions of the impact dimensionality classifier; shows whether at least one document indicated a neutral, negative, or positive impact, or a reimbursement
  • name: event name according to NOAA
  • event_type: disaster event type according to NOAA
  • begin_date: event begin date according to NOAA
  • cpiadjustedcost: CPI-adjusted cost of the event according to NOAA