{"repo":"Zdong104/FNSPID_Financial_News_Dataset","free":true,"listed":false,"github":"https://github.com/Zdong104/FNSPID_Financial_News_Dataset","clone":"git clone https://github.com/Zdong104/FNSPID_Financial_News_Dataset.git","description":"FNSPID: A Comprehensive Financial News Dataset in Time Series","language":"Python","stars":454,"topics":["finance","time-series"],"license":null,"category":"trading","readme_excerpt":"News: 07242025： We will stop the maintainance for this repo. All the right for commercial use and research use are released. Feel free to use :) . FNSPID has been selected as KDD2024 Applied Data Science Track Paper FNSPID: A Comprehensive Financial News Dataset in Time Series FNSPID (Financial News and Stock Price Integration Dataset), is a comprehensive financial dataset designed to enhance stock market predictions by combining quantitative and qualitative data. It contains 29.7 million stock prices and 15.7 million financial news records for 4,775 S&P500 companies from 1999 to 2023, gathered from four stock market news websites. This dataset stands out for its scale, diversity, and unique incorporation of sentiment information from financial news. Research using FNSPID has shown that its extensive size and quality can significantly improve the accuracy of market predictions. Furthermore, integrating sentiment scores into analyses modestly boosts the performance of transformer-based models. FNSPID also introduces a reproducible method for dataset updates, offering valuable resources for financial research, including complete work, code, documentation, and examples available online. This dataset presents new opportunities for advancing predictive modeling and analysis in the financial research community. Dataset location Due to the large volume of the dataset, the dataset is available at the Hugging Face. What can this repo do? The FNSPID repository offers the FNSPID dataset","default_branch":null,"files":null,"tree":[],"storefront":"/r/Zdong104","claimed":false,"request_supported":{"post":"https://gitbuyer.com/r/Zdong104/FNSPID_Financial_News_Dataset/request-supported","requests":0},"note":"indexed from public GitHub; nothing is for sale on this page. Clone it from GitHub. Paid listings live at /search."}