README.md

metadata

license:
  - cc0-1.0
converted_from: kaggle
kaggle_id: parsabg/stocknewseventssentiment-snes-10

Dataset Card for Stock-NewsEventsSentiment (SNES) 1.0

Table of Contents

• Table of Contents
• Dataset Description
  • Dataset Summary
  • Supported Tasks and Leaderboards
  • Languages
• Dataset Structure
  • Data Instances
  • Data Fields
  • Data Splits
• Dataset Creation
  • Curation Rationale
  • Source Data
  • Annotations
  • Personal and Sensitive Information
• Considerations for Using the Data
  • Social Impact of Dataset
  • Discussion of Biases
  • Other Known Limitations
• Additional Information
  • Dataset Curators
  • Licensing Information
  • Citation Information
  • Contributions

Dataset Description

• Homepage: https://kaggle.com/datasets/parsabg/stocknewseventssentiment-snes-10
• Repository:
• Paper:
• Leaderboard:
• Point of Contact:

Dataset Summary

Stock-NewsEventsSentiment (SNES) 1.0  is a dataset consisting of market and news time series data for S&P 500 companies over a period of 21 months (October 2020 to July 2022). The dataset contains the following parameters for each company (daily ticks):

• Market data: Stock price and trade volumes
• News data (volume of articles): -- Sentiment (positive/negative) -- New Products -- Layoffs -- Analyst Comments -- Stocks -- Dividends -- Corporate Earnings -- Mergers & Acquisitions -- Store Openings -- Product Recalls -- Adverse Events -- Personnel Changes -- Stock Rumours

Resources:

• Read more about SNES 1.0 here
• Check out Aylien's News API - the main API behind this dataset.
• See the code used for compiling the dataset here.

Supported Tasks and Leaderboards

[More Information Needed]

Languages

[More Information Needed]

Dataset Structure

Data Instances

[More Information Needed]

Data Fields

[More Information Needed]

Data Splits

[More Information Needed]

Dataset Creation

Curation Rationale

[More Information Needed]

Source Data

Initial Data Collection and Normalization

[More Information Needed]

Who are the source language producers?

[More Information Needed]

Annotations

Annotation process

[More Information Needed]

Who are the annotators?

[More Information Needed]

Personal and Sensitive Information

[More Information Needed]

Considerations for Using the Data

Social Impact of Dataset

[More Information Needed]

Discussion of Biases

[More Information Needed]

Other Known Limitations

[More Information Needed]

Additional Information

Dataset Curators

This dataset was shared by @parsabg

Licensing Information

The license for this dataset is cc0-1.0

Citation Information

[More Information Needed]

Contributions

[More Information Needed]