datasets
Training and evaluation data, with the modality, task and licence stated up front. Listed live from the Hugging Face Hub.
sp500-edgar-10k
Dataset Card for SP500-EDGAR-10K
Dataset Summary
This dataset contains the annual reports for all SP500 historical constituents from 2010-2022 from SEC EDGAR Form 10-K filings.
It also contains n-day future returns of each firm's stock price from each filing date.
Dataset Structure
Data Fields
[More Information Needed]
Data Splits
[More Information Needed]
Dataset Creation
Source Data
Initial Data Collection… See the full description on the dataset page: https://huggingface.co/datasets/jlohding/sp500-edgar-10k.sp500
Dataset Card for SPY ETF High-frequency data
This dataset was created by aggregating message-level observations for the ETF SPY which tracks the S&P 500 index. We retrieved and evaluate the entire available
order book message history for the first 50 levels from July 1st 2007 to October 31st 2025. We restrict our analysis to order book activity during regular trading hours.
Dataset Details
Dataset Description
We aggregate the
order book messages into the… See the full description on the dataset page: https://huggingface.co/datasets/voigtstefan/sp500.sp500_earnings_transcripts
S&P 500 Earnings Transcripts Dataset
This comprehensive dataset contains earnings call transcripts for S&P 500 companies and US large-caps, spanning from 2005 to 2025. Earnings calls provide valuable insights into company performance, strategic initiatives, and management perspectives that are essential for financial analysis, natural language processing research, and market sentiment studies.
Dataset Description
This collection includes:
Complete transcripts: Full… See the full description on the dataset page: https://huggingface.co/datasets/Bose345/sp500_earnings_transcripts.sp500_constituents_10qsp500-earnings-transcripts
S&P 500 Earnings Call Transcripts
Dataset Description
This dataset provides earnings call transcripts for S&P 500 companies, primarily covering 2014-2024, along with quarterly financial metrics and company fundamentals.
📄 Paper: This dataset was prepared for and used in Ca'Zorzi, Manu, Lopardo. Verba Volant, Transcripta Manent: What Corporate Earnings Calls Reveal About the AI Stock Rally. No. 3093. European Central Bank, 2025.
Coverage Statistics
Time… See the full description on the dataset page: https://huggingface.co/datasets/glopardo/sp500-earnings-transcripts.sp500_earnings_transcripts
S&P 500 Earnings Transcripts Dataset
This comprehensive dataset contains earnings call transcripts for S&P 500 companies and US large-caps, spanning from 2005 to 2025. Earnings calls provide valuable insights into company performance, strategic initiatives, and management perspectives that are essential for financial analysis, natural language processing research, and market sentiment studies.
Dataset Description
This collection includes:
Complete transcripts: Full… See the full description on the dataset page: https://huggingface.co/datasets/kurry/sp500_earnings_transcripts.SP_500_Stocks_Data-ratios_news_price_10_yrsHi folks,
Here is a collection of data I have scraped or aggregated for most of the stocks in the S&P 500, including popular ones like Apple (AAPL).
It has the following data:
Daily news articles and sentiments on those articles collected over the last few years.
All quarterly stock fundamentals (ratios) for 10-20 years.
Stock price data (daily close) over the last 10-20 years.
Use it however you please for PERSONAL USAGE, but if you do leverage it to make some money; just remember me and… See the full description on the dataset page: https://huggingface.co/datasets/pmoe7/SP_500_Stocks_Data-ratios_news_price_10_yrs.timeseries-daily-sp500options-IV-SP500
Downloading the Options IV SP500 Dataset
This document will guide you through the steps to download the Options IV SP500 dataset from Hugging Face Datasets. This dataset includes data on the options of the S&P 500, including implied volatility.
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 Options IV SP500 dataset from Hugging… See the full description on the dataset page: https://huggingface.co/datasets/gauss314/options-IV-SP500.SP500-Chart-Dataset
SP500-Chart-Dataset
A large-scale candlestick chart image dataset for financial image classification research, covering 501 S&P 500 stocks.
Overview
Item
Value
Stocks
501 S&P 500 constituents
Total Images
1,374,694
Period
2010-01 – 2025-03
Image Size
~480×480 px (4×4 inch, 120 dpi)
Chart Type
Candlestick (OHLCV) with technical indicators
Labels
6-class forward return (±1%/±2%/±3%)
Download
Download sp500_images.zip (26 GB) from the… See the full description on the dataset page: https://huggingface.co/datasets/sogosonnet/SP500-Chart-Dataset.SP500-Financial-News-Articles-Time-SeriesTextual Time Series Dataset for finetuning / pretraining.
Json version of original dataset.
Original Dataset : https://www.kaggle.com/datasets/skywalker290/financial-news-article-and-stock-trend-dataset?select=stock_data_articles.csv
sp500
Dataset Card for S&P 500 Dataset
This Dataset was created by combining the daily close prices for each stock in the current (as of 10/29/2022) S&P 500 index dating back to January 1, 1970. This data came from the Kaggle dataset (https://www.kaggle.com/datasets/paultimothymooney/stock-market-data) and was aggregated using PANDAS before being converted to a HuggingFace Dataset.
Dataset Summary
This dataset has 407 columns specifying dates and associated close prices of… See the full description on the dataset page: https://huggingface.co/datasets/nick-carroll1/sp500.sp500-daily-candles-2025
S&P 500 Daily Candles (2025)
This dataset provides daily OHLCV (Open, High, Low, Close, Volume) candles for all S&P 500 tickers between 01-01-2025 and 10-04-2025.
Dataset Summary
Date range: 2025-01-01 → 2025-10-04
Frequency: 1 day
Fields: ticker, date, open, high, low, close, volume
File format: CSV (sp500-daily-tickers-2025.csv)
Example Schema
Column
Type
Description
ticker
string
Stock symbol (e.g., AAPL, MSFT, AMZN)
date
datetime… See the full description on the dataset page: https://huggingface.co/datasets/mospira/sp500-daily-candles-2025.sp500-pit-benchmark
SP500-PIT Multi-Scale Forecasting Benchmark v1
Internal benchmark for testing time-series / cross-sectional forecasting models on
strictly point-in-time US equity data at three frequencies (daily / 30-minute /
1-minute). Built 2026-09; frozen.
LICENSE / SHARING NOTICE: bars are derived from licensed market data (CRSP and a
commercial intraday vendor). Do NOT redistribute publicly. Private, authorized
collaborators only.
1. What the data is
Core inputs are… See the full description on the dataset page: https://huggingface.co/datasets/HaiwenWang/sp500-pit-benchmark.sp500_earnings_transcripts
S&P 500 Earnings Transcripts Dataset
This comprehensive dataset contains earnings call transcripts for S&P 500 companies and US large-caps, spanning from 2005 to 2025. Earnings calls provide valuable insights into company performance, strategic initiatives, and management perspectives that are essential for financial analysis, natural language processing research, and market sentiment studies.
Dataset Description
This collection includes:
Complete transcripts: Full… See the full description on the dataset page: https://huggingface.co/datasets/churchill1254/sp500_earnings_transcripts.sp500_csvsp500-daily-candles-2024
SPY Daily Candles 2024
This dataset contains daily OHLCV (Open, High, Low, Close, Volume) candlestick data for all tickers listed on the S&P 500 from 01-01-2024 to 01-01-2025.
Columns
ticker, date, open, high, low, close, volume
synthetic-sp500-ticks-v1
Synthetic Multi-Asset Millisecond Tick Data v1
Fully synthetic, event-sparse limit-order-book data for source-separation research.
The realized corpus contains 12,119,284,975 public exact-millisecond events across 1,726 sessions and 1,100 instruments (1,050 equities plus 50 futures). The first 1,082 sessions are deterministic sampled dates across 2005–2025; 644 additional sessions are explicitly labeled calendar replicas. No row is historical market data.
Public tables: ticks… See the full description on the dataset page: https://huggingface.co/datasets/sammyliu/synthetic-sp500-ticks-v1.short-interest-sp500sp500_earnings_annotationssp500_sec_10k_annotationssp500-sec-edgar-filings
S&P 500 Corporate Filings (SEC EDGAR 10-K & 8-K Archive)
Overview
This dataset contains clean, structured public data exported directly from production runs of Apify actors.
It serves as a benchmark and sample for lead qualification, market intelligence, research, and machine learning pipelines.
Source Actor: captainhandsome/sec-edgar-filings-search
Dataset Page: Public sample and schema
Preconfigured Run Task: captainhandsome/apple-microsoft-10k-filings
Records… See the full description on the dataset page: https://huggingface.co/datasets/joeygambino/sp500-sec-edgar-filings.sp500.stock.analysis
S&P 500 Stock Data - Exploratory Data Analysis
Overview
This project presents an exploratory data analysis (EDA) of daily stock data for S&P 500 companies.The analysis focuses on sector composition, volatility patterns, and the relationship between risk and return in the S&P 500 universe.
Dataset Description
The analysis combines two public datasets:
Price Data: Daily prices (open, high, low, close, volume, symbol) for S&P 500 companies, covering a 5-year… See the full description on the dataset page: https://huggingface.co/datasets/yuvalkorem1/sp500.stock.analysis.index-constituents-sp500reddit_finance_posts_sp500
Reddit Finance Posts Dataset SP500
This dataset contains 431,923 Reddit posts collected from 20 finance-related subreddits via the Reddit API.
As keywords, all S&P 500 companies were used. The included subreddits are:
stocks, wallstreetbets, investing, StockMarket, options, RobinHood,
pennystocks, SecurityAnalysis, personalfinance, Dividends, CryptoCurrency,
CryptoMarkets, ETFs, FinancialIndependence, ValueInvesting, quant,
algotrading, forex, economy, Superstonk, spacs… See the full description on the dataset page: https://huggingface.co/datasets/emilpartow/reddit_finance_posts_sp500.stock-price-weekly-forecaster-sp500sp500-2year-dailySP-500-Complete-Historical-Dataset
S&P 500 Complete Historical Dataset
This dataset was published on Kaggle by Samyakraj Bayar and mirrored here.
Download
The dataset is available as a ZIP archive: S&P 500 Complete Historical Dataset.zip
License
MIT
timeseries-1mn-sp500sp500_dataset_earnings_calls