metadata
license: mit
task_categories:
- text-classification
- time-series-forecasting
tags:
- finance
- stock-prediction
- twitter
- sentiment-analysis
- time-series
pretty_name: StockNet Dataset (Parquet Format)
size_categories:
- 10K<n<100K
StockNet Dataset (Parquet Format)
This is a Parquet conversion of the original StockNet Dataset for stock movement prediction from tweets and historical stock prices.
Original Work
Paper: Stock Movement Prediction from Tweets and Historical Prices
Authors: Yumo Xu and Shay B. Cohen
Published: ACL 2018
Original Repository: https://github.com/yumoxu/stocknet-dataset
License: MIT
Citation
If you use this dataset, please cite the original paper:
@inproceedings{xu-cohen-2018-stock,
title = "Stock Movement Prediction from Tweets and Historical Prices",
author = "Xu, Yumo and Cohen, Shay B.",
booktitle = "Proceedings of the 56th Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers)",
month = jul,
year = "2018",
address = "Melbourne, Australia",
publisher = "Association for Computational Linguistics",
url = "https://aclanthology.org/P18-1183",
doi = "10.18653/v1/P18-1183",
pages = "1970--1980",
}