datasets
Training and evaluation data, with the modality, task and licence stated up front. Listed live from the Hugging Face Hub.
EquityMedQANote: these datasets were uploaded on March 19th, 2024 by Hugging Face staff from the ancillary files attached to the original arXiv submission.
Supplementary Material for "A Toolbox for Surfacing Health Equity Harms and Biases in Large Language Models"
https://arxiv.org/abs/2403.12025
We include adversarial questions for each of the seven EquityMedQA datasets: OMAQ, EHAI, FBRT-Manual, FBRT-LLM, TRINDS, CC-Manual, and CC-LLM. For FBRT-LLM, we include both the full set and the subset… See the full description on the dataset page: https://huggingface.co/datasets/katielink/EquityMedQA.point-in-time-us-equity-fundamentals-sample
Tradevo Data — honest point-in-time US equity fundamentals
Fundamentals with filed-date stamps, so a backtest only sees what was public — and restatements are flagged, not silently applied.
A deliberately small public proof pack of point-in-time US equity fundamentals, built from SEC EDGAR.
Every value is stamped with the date it first became public (first_filed), so a join that
filters by first_filed <= as_of only sees what was knowable on that date — and later
revisions are… See the full description on the dataset page: https://huggingface.co/datasets/Tradevodata/point-in-time-us-equity-fundamentals-sample.equity-research-dataset
AI-Powered Equity Research — Synthetic Analyst Notes (v2)
Parts 1 & 2 of an end-to-end AI Equity-Research Platform — synthetic generation (Part 1) and a
decision-driven EDA + feature-engineering study (Part 2). Every claim below is a measured number
printed by the notebooks, not an assumption.
0. The question this dataset answers
What factors determine whether an analyst note is bullish, neutral or bearish — and does the
quantitative space still behave like a… See the full description on the dataset page: https://huggingface.co/datasets/Uris001/equity-research-dataset.us-equity-valuation-cross-section-with-brina-gap
Brina Gap cross-section, US-listed equities
Per-company valuation measures for the covered universe of US-listed companies,
computed from SEC filings. Snapshot taken 2026-08-05.
Why this dataset exists
The Brina Gap is the difference between the growth rate a business can fund from
its own returns (ROIC times reinvestment rate) and the growth rate its current
enterprise value implies, recovered by reverse DCF. The second of those numbers,
market-implied growth per… See the full description on the dataset page: https://huggingface.co/datasets/Zyberno/us-equity-valuation-cross-section-with-brina-gap.arg-equity
Downloading the Options IV SP500 Dataset
This document will guide you through the steps to download the Merval equity dataset from Hugging Face Datasets.
To start, you'll need to install Hugging Face's datasets library if you haven't done so already.
You can do this using the following pip command:
!pip install datasets
Here's the Python code to load the Merval equity dataset from Hugging Face Datasets and convert it into a pandas DataFrame:
from datasets import load_dataset… See the full description on the dataset page: https://huggingface.co/datasets/gauss314/arg-equity.africa-synth-wash-wash-equity-inequalities-africa-all
Africa Synth Wash Wash Equity Inequalities Africa All | Africa (Electric Sheep Africa metadata inventory)
Size category: 10K<n<100K - Formats: csv - Sector: demographics_social - Engineered by Electric Sheep Africa
TL;DR
This dataset is part of the Electric Sheep Africa catalog on Hugging Face. It is indexed for African data discovery with standardized metadata, loading guidance, provenance notes, and analyst-oriented context.
What This Dataset… See the full description on the dataset page: https://huggingface.co/datasets/electricsheepafrica/africa-synth-wash-wash-equity-inequalities-africa-all.Africa-S-and-P-Global-Equity-Indices-Annual-percentage-Change
Africa S and P Global Equity Indices Annual percentage Change | Africa (World Bank)
Size category: n<1K - Formats: csv - Sector: economics_finance - Engineered by Electric Sheep Africa
TL;DR
This dataset is part of the Electric Sheep Africa catalog on Hugging Face. It is indexed for African data discovery with standardized metadata, loading guidance, provenance notes, and analyst-oriented context.
What This Dataset Covers
Public datasets help… See the full description on the dataset page: https://huggingface.co/datasets/electricsheepafrica/Africa-S-and-P-Global-Equity-Indices-Annual-percentage-Change.stocks-earnings-balance_sheet_equityDiversity_Equity_and_Inclusion
Diversity Equity and Inclusion Training & Evaluation Data
Dataset Overview
This dataset is designed to support training and evaluating AI models or educational programs in the areas of Diversity, Equity, and Inclusion (DEI). It contains 198 entries (approximately 716 KB in CSV format), each entry pairing a realistic instruction related to DEI scenarios or queries with a corresponding response that models an appropriate, inclusive answer. Alongside each question-answer… See the full description on the dataset page: https://huggingface.co/datasets/ktiyab/Diversity_Equity_and_Inclusion.