datasets
Training and evaluation data, with the modality, task and licence stated up front. Listed live from the Hugging Face Hub.
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.options-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-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_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
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.reddit_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.sp500GICSsp500-vix-datasp500-business-description-sentence-bert-embeddingsEmbeddings derived from business descriptions of S&P500 companies using sentence-BERT, SentenceTransformer('all-MiniLM-L6-v2') to be exact. For more info on evaluation of sentence transformers (specifcailly the huge GPT-3 versus smaller models see: https://twitter.com/Nils_Reimers/status/1487014195568775173)
SP500_5mreddit_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/idleengine/reddit_finance_posts_sp500.sp500_Price_Datasetreddit_comments_sp500
Reddit Finance Comments for S&P 500 Companies
Overview
This dataset contains Reddit comments collected from posts discussing S&P 500 companies, with a focus on high-quality and relevant finance conversations.Each comment is linked to its original post, and detailed metadata for both comments and posts is included.
Original posts are sourced from the emilpartow/reddit_finance_posts_sp500 dataset.Comments were collected and filtered for quality, then thoroughly cleaned to… See the full description on the dataset page: https://huggingface.co/datasets/emilpartow/reddit_comments_sp500.sp500_sgahttps://www.kaggle.com/datasets/pierrelouisdanieau/financial-data-sp500-companies
sp500_ESG_DatasetSP_500_Stocks_Data-ratios_news_price_10_yrssp500_Price_Datasetsp500_ESG_Datasetsp500-synthetic-10k-groundedADM-QT-SP500