---
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](#table-of-contents)
- [Dataset Description](#dataset-description)
  - [Dataset Summary](#dataset-summary)
  - [Supported Tasks and Leaderboards](#supported-tasks-and-leaderboards)
  - [Languages](#languages)
- [Dataset Structure](#dataset-structure)
  - [Data Instances](#data-instances)
  - [Data Fields](#data-fields)
  - [Data Splits](#data-splits)
- [Dataset Creation](#dataset-creation)
  - [Curation Rationale](#curation-rationale)
  - [Source Data](#source-data)
  - [Annotations](#annotations)
  - [Personal and Sensitive Information](#personal-and-sensitive-information)
- [Considerations for Using the Data](#considerations-for-using-the-data)
  - [Social Impact of Dataset](#social-impact-of-dataset)
  - [Discussion of Biases](#discussion-of-biases)
  - [Other Known Limitations](#other-known-limitations)
- [Additional Information](#additional-information)
  - [Dataset Curators](#dataset-curators)
  - [Licensing Information](#licensing-information)
  - [Citation Information](#citation-information)
  - [Contributions](#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](https://medium.com/@parsaghaffari/stock-newseventssentiment-snes-1-0-a92c8748b2c3)
- Check out [Aylien's News API](https://aylien.com/product/news-api) - the main API behind this dataset.
- See the code used for compiling the dataset [here](https://colab.research.google.com/drive/1Nd5aDPNxL44pVesv4muIqBN8xwQI9hfV?authuser=1#scrollTo=nTCT0ZgZWWyu).

![](https://www.kaggleusercontent.com/kf/101833090/eyJhbGciOiJkaXIiLCJlbmMiOiJBMTI4Q0JDLUhTMjU2In0..iQWprmEBO9-W3tJnXlV6Dw.1kJHDt8ySvXNhLL9XhChsuR_tQIGCVkZxipSSHxTdQ0be4Kz5XY-RzXYZO01fGb3WuCpHY3_SF3oDYnruXu2iseopmjjIu4Fyeh_nuHz2Ckr7UBQHkQGmoTNp8NjnXYJ-WrOkZG35CMBzdwJBKHXTQwyUqLfqFVaqSp4deBmcXTW3U_U1lpYs30ULxx7VPSzOdDZKbiXvSPYpJIm5YN8occ1HlrGzXC3QklLrBADnHvsEEte8uNKwFCdNZ3FJX8jyxEuE6jRf0HheGqHCQ_ZgfvNenXpwhoH6Les7gAiYOx4G7gBpE2cnhvloqusJe7gvW4f7T7zv_NCrhTe40SfzO6YxlT49UAok0j4TyNpj9LBn25D4eyC1w4wfqE4w9pUE0IM0HmuBsLrsmdZBgnNzCpRk-whaccNi7gccy32Utv40w1AEYkowNjI-iwlfetSwXBFfltA5ETDWBRCrhCHmWITF3OGsDTuKT0tAizbwfNdjBFiDMHtJPAZ4jTutWX0jioWQVwgdIk8j6rQvHJk3ecG16Kn8kiQgAb_D_ts7oV7aQo1yrmlKxnaSRX6xrS4oC1MHuGoW1ZP4OnnUhkQBBryNKNdMnUk49ifd0PbYbOD2jDy-kiGVanf1nQSDwaXNiDVijHkDOxL1-d3R2hpupVZNSgMnuGUSnA0aF67gig.TKd-E32Ni9ig_a8ZQbuadw/__results___files/__results___4_0.png)

### 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](https://kaggle.com/parsabg)

### Licensing Information

The license for this dataset is cc0-1.0

### Citation Information

```bibtex
[More Information Needed]
```

### Contributions

[More Information Needed]