task_categories:text-classification license:other size_categories:100M<n<1B region:us
---
license: other
license_name: other
license_link: https://github.com/Webhose/free-news-datasets/blob/master/tou.MD
task_categories:
- text-classification
pretty_name: Webz.io Adverse Media News Dataset Repository
size_categories:
- 100M<n<1B
---

# Webz.io Adverse Media News Dataset Repository

https://github.com/Webhose/adverse-media-dataset

## Introduction

Welcome to the [Webz.io](https://webz.io) Adverse Media News Dataset Repository! This repository is created by [Webz.io](https://webz.io) and is dedicated to providing free datasets of publicly available news articles categorized as Adverse Media news. We release new datasets weekly, each containing around 1,000 news articles focused on Adverse Media news.

The data is created by running the following query against Webz.io open web repository: ```site_type:news sentiment:negative category:"Economy, Business and Finance" language:english ```

To get ongoing free access to online news data, you can use Webz.io's free [News API](https://webz.io/products/news-api#lite) Lite. 

## Dataset Overview

- **Weekly Releases:** New dataset available every week.
- **Thematic Focus:** Datasets based on Adverse Media themes.
- **Rich Metadata:** Includes sentiment analysis, categories, publication dates.
- **Diverse Sources:** Articles from a wide range of news websites.

## Usage

The datasets are free for academic, research, and journalistic purposes:

- **Data Analysis:** For statistical analyses, trend identification, and pattern recognition.
- **Machine Learning:** Suitable for training NLP models, sentiment analysis, etc.
- **Journalistic Research:** Helps journalists in data-driven storytelling.

## Accessing the Datasets

- Browse the repository.
- Find a dataset that suits your needs.
- Download the dataset with its detailed description and metadata file.


## Support

For questions or support, raise an issue in the repository.

## License/Terms of Use 

By using the Dataset Repository you agree to the following [TOU](https://github.com/Webhose/free-news-datasets/blob/master/tou.MD).


---

