datasets
Training and evaluation data, with the modality, task and licence stated up front. Listed live from the Hugging Face Hub.
sec-8k-market-reaction-dataset
Historical SEC 8-K Market-Reaction Dataset — by FlinchLab
Know what each kind of company news historically did to the stock —
before you build on top of it. 29,331 SEC 8-K filings from 660 US
companies, read and re-classified finer than the official item codes, with
each category's price reaction measured by a market-model event study:
direction, magnitude, overnight-vs-session split, pre-filing baselines —
and every published finding validated on two independent out-of-sample… See the full description on the dataset page: https://huggingface.co/datasets/Flinchlab/sec-8k-market-reaction-dataset.TaxaBench-8k
Paper: TaxaBind: A Unified Embedding Space for Ecological Applications
Venue: WACV 2025
Github: https://github.com/mvrl/TaxaBind
Dataset Name: TaxaBench-8k
Dataset Description:
TaxaBench-8k is a multimodal dataset containing six modalities - image, text, satellite image, audio, geographic location, and environmental features for evaluating large ecological models.
Usage:
Please use the test_df.csv for reading data which… See the full description on the dataset page: https://huggingface.co/datasets/MVRL/TaxaBench-8k.8k_disclosure_dataset
AI Corporate Disclosures
This data was used for analysis of 8-k's mentioning AI
gt1_8kElo_allclassified_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… See the full description on the dataset page: https://huggingface.co/datasets/extreme-weather-impacts/classified_data_8K.gold_dataset_8k