edarchimbaud/news-stocks

---
dataset_info:
features:
- name: symbol
dtype: string
- name: body
dtype: string
- name: publisher
dtype: string
- name: publish_time
dtype: timestamp[ns, tz=GMT]
- name: title
dtype: string
- name: url
dtype: string
- name: uuid
dtype: string
splits:
- name: train
num_bytes: 112563283
num_examples: 22025
download_size: 55028670
dataset_size: 112563283
configs:
- config_name: default
data_files:
- split: train
path: data/train-*
---
# Dataset Card for "news-sp500"

## 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://edarchimbaud.substack.com
- **Repository:** https://github.com/edarchimbaud
- **Point of Contact:** [e-mail]

### Dataset Summary

The news-sp500 dataset provides news articles related to companies in the S&P 500 index.

### Supported Tasks and Leaderboards

The dataset can be used for various natural language processing tasks such as text classification, sentiment analysis, information extraction, etc. It does not have a specific leaderboard associated with it.

### Languages

The dataset contains news articles in multiple languages.

## Dataset Structure

### Data Instances

The dataset consists of [1563] data instances.

### Data Fields

- symbol (string): A string representing the ticker symbol or abbreviation used to identify the company.
- body (string): The main content of the news article.
- publisher (string): The name of the publisher or news agency.
- publish_time (timestamp[ns, tz=GMT]): A timestamp indicating the publication time of the news article in GMT timezone.
- title (string): The title or headline of the news article.
- url (string): The URL or link to the original news article.
- uuid (string): A unique identifier for the news article.

### Data Splits

The dataset consists of a single split called train.

## Dataset Creation

### Curation Rationale

The news-sp500 dataset was created to provide a collection of news articles related to companies in the S&P 500 index for research and analysis purposes.

### Source Data

#### Initial Data Collection and Normalization

The data was collected from various online news sources and normalized for consistency.

### Annotations

#### Annotation process

[N/A]

#### Who are the annotators?

[N/A]

### Personal and Sensitive Information

[N/A]

## Considerations for Using the Data

### Social Impact of Dataset

[N/A]

### Discussion of Biases

[N/A]

### Other Known Limitations

[N/A]

## Additional Information

### Dataset Curators

The news-sp500 dataset was collected by https://edarchimbaud.substack.com.

### Licensing Information

The news-sp500 dataset is licensed under the MIT License.

### Citation Information

> https://edarchimbaud.substack.com, news-sp500 dataset, GitHub repository, https://github.com/edarchimbaud

### Contributions

Thanks to [@edarchimbaud](https://github.com/edarchimbaud) for adding this dataset.

原始信息汇总

数据集概述

数据集名称

• 名称: news-sp500

数据集内容

• 描述: 该数据集包含与S&P 500指数中的公司相关的新闻文章。

数据集用途

• 任务: 适用于文本分类、情感分析、信息提取等自然语言处理任务。
• 无特定领袖板。

语言

• 包含语言: 多种语言。

数据集结构

数据实例

• 实例数量: 1563个。

数据字段

• symbol: 字符串，代表公司的股票代码或缩写。
• body: 字符串，新闻文章的主要内容。
• publisher: 字符串，出版商或新闻机构的名称。
• publish_time: 时间戳（纳秒，时区为GMT），新闻文章的发布时间。
• title: 字符串，新闻文章的标题或头条。
• url: 字符串，原始新闻文章的链接。
• uuid: 字符串，新闻文章的唯一标识符。

数据分割

• 分割: 仅包含训练集（train）。
• 训练集大小: 22025个示例，总大小为112563283字节。

数据集创建

数据收集与规范化

• 来源: 数据从多个在线新闻源收集并规范化。

许可证信息

• 许可证: MIT许可证。

引用信息

• 引用格式: https://edarchimbaud.substack.com, news-sp500 dataset, GitHub repository, https://github.com/edarchimbaud