Financial news headlines

Published: 22 August 2024| Version 1 | DOI: 10.17632/fk37gb6dmp.1
Contributor:
steve samson

Description

This excel file contains data extract from news websites via "BeautifulSoup", with corresponding sentiment labels "positive or negative or neutral". Contains a 18k rows of news headlines. Useful for fine tuning large language models for sentiment analysis tasks.

Files

Steps to reproduce

Follows the steps given in the file "Data_extraction code.ipynb" and "Data Labeling Code.ipynb" and to extract and label data from "http://www.financialexpress.com/market/" and create dataset compiled in the file "final_sent_headline_df_Balanced.xlsx".

Institutions

National Institute of Technology Raipur

Categories

Sentiment Analysis, Large Language Model

Related Links

Article
https://www.financialexpress.com/market/
is source of this dataset
Dataset
https://huggingface.co/datasets/steve1989/financial_news_headlines
is related to this dataset

Licence