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--- |
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license: |
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- cc0-1.0 |
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converted_from: kaggle |
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kaggle_id: parsabg/stocknewseventssentiment-snes-10 |
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--- |
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# Dataset Card for Stock-NewsEventsSentiment (SNES) 1.0 |
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## Table of Contents |
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- [Table of Contents](#table-of-contents) |
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- [Dataset Description](#dataset-description) |
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- [Dataset Summary](#dataset-summary) |
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- [Supported Tasks and Leaderboards](#supported-tasks-and-leaderboards) |
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- [Languages](#languages) |
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- [Dataset Structure](#dataset-structure) |
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- [Data Instances](#data-instances) |
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- [Data Fields](#data-fields) |
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- [Data Splits](#data-splits) |
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- [Dataset Creation](#dataset-creation) |
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- [Curation Rationale](#curation-rationale) |
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- [Source Data](#source-data) |
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- [Annotations](#annotations) |
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- [Personal and Sensitive Information](#personal-and-sensitive-information) |
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- [Considerations for Using the Data](#considerations-for-using-the-data) |
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- [Social Impact of Dataset](#social-impact-of-dataset) |
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- [Discussion of Biases](#discussion-of-biases) |
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- [Other Known Limitations](#other-known-limitations) |
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- [Additional Information](#additional-information) |
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- [Dataset Curators](#dataset-curators) |
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- [Licensing Information](#licensing-information) |
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- [Citation Information](#citation-information) |
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- [Contributions](#contributions) |
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## Dataset Description |
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- **Homepage:** https://kaggle.com/datasets/parsabg/stocknewseventssentiment-snes-10 |
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- **Repository:** |
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- **Paper:** |
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- **Leaderboard:** |
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- **Point of Contact:** |
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### Dataset Summary |
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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): |
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- Market data: Stock price and trade volumes |
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- News data (volume of articles): |
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-- Sentiment (positive/negative) |
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-- New Products |
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-- Layoffs |
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-- Analyst Comments |
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-- Stocks |
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-- Dividends |
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-- Corporate Earnings |
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-- Mergers & Acquisitions |
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-- Store Openings |
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-- Product Recalls |
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-- Adverse Events |
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-- Personnel Changes |
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-- Stock Rumours |
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Resources: |
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- Read more about SNES 1.0 [here](https://medium.com/@parsaghaffari/stock-newseventssentiment-snes-1-0-a92c8748b2c3) |
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- Check out [Aylien's News API](https://aylien.com/product/news-api) - the main API behind this dataset. |
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- See the code used for compiling the dataset [here](https://colab.research.google.com/drive/1Nd5aDPNxL44pVesv4muIqBN8xwQI9hfV?authuser=1#scrollTo=nTCT0ZgZWWyu). |
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### Supported Tasks and Leaderboards |
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[More Information Needed] |
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### Languages |
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[More Information Needed] |
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## Dataset Structure |
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### Data Instances |
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[More Information Needed] |
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### Data Fields |
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[More Information Needed] |
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### Data Splits |
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[More Information Needed] |
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## Dataset Creation |
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### Curation Rationale |
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[More Information Needed] |
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### Source Data |
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#### Initial Data Collection and Normalization |
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[More Information Needed] |
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#### Who are the source language producers? |
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[More Information Needed] |
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### Annotations |
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#### Annotation process |
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[More Information Needed] |
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#### Who are the annotators? |
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[More Information Needed] |
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### Personal and Sensitive Information |
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[More Information Needed] |
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## Considerations for Using the Data |
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### Social Impact of Dataset |
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[More Information Needed] |
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### Discussion of Biases |
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[More Information Needed] |
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### Other Known Limitations |
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[More Information Needed] |
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## Additional Information |
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### Dataset Curators |
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This dataset was shared by [@parsabg](https://kaggle.com/parsabg) |
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### Licensing Information |
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The license for this dataset is cc0-1.0 |
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### Citation Information |
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```bibtex |
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[More Information Needed] |
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``` |
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### Contributions |
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[More Information Needed] |
