Onclusive News Sentiment

**Overview**
Media coverage and sentiment data have been important data sets to investment professionals for quite some time. Those data have historically come from a very limited number of media outlets that do not adequately represent the ever increasing and highly fragmented media universe that moves stocks. Further, sentiment models have typically been very crude, often focusing only on article level sentiment rather than topical sentiment within articles.

[Onclusive’s](https://onclusive.com) media data set is among the most comprehensive and fastest in the world. Onclusive machine reads and analyzes over 200,000,000 articles a month from virtually every corner of the internet, in every language, in close to real time. It also adds a variety of meta data to each article including domain authority and social media amplification. Cutting-edge AI then extracts all the key topics from those articles and applies the most accurate sentiment scoring system to each article at the individual topic level. Because Onclusive has accumulated a database of coverage in excess of 6,000,000,000 articles, our AI has an unparalleled training data set. These articles come from traditional publishers, company websites, and newswire services as opposed to social media.

Onclusive is able to provide this new altdata set because its core customer base is comprised of many of the largest, most demanding companies in the world for which Onclusive provides real time media monitoring services. Onclusive is not just reprocessing other syndicated data sources, it gathers much of the media coverage on its own. On the rare occasions, Onclusive misses an article, its clients make sure the article is added to the database. This new media data set for the investing universe is both the most comprehensive and most sensitive/accurate.

[AltHub](https://althub.com/) is a data analytics platform that helps investors use alternative data to generate performance.

For any queries reach out to [e-mail]

**Use cases**

- **Enhanced Investment Research**: Investment professionals can use this dataset to conduct in-depth research and analysis on companies, industries, and market trends. By analyzing media coverage and sentiment data, they can gain insights into how news and events impact stock prices and market sentiment.

- **Alternative Data for Investment Strategies**: Alternative data, such as media coverage and sentiment data, is increasingly being used in investment strategies. Users can integrate this dataset with other alternative data sources to build predictive models and gain a competitive edge in their investment decisions.

**Datasets used**
- Onclusive News Sentiment

**Sample fields**
- Ticker (Company Stock Ticker)
- Average Adjusted Sentiment
- Total Adjusted Sentiment

For more details, refer to the embedded notebook.

搜集汇总

背景与挑战

背景概述

Onclusive News Sentiment数据集提供全面的媒体覆盖和情感分析数据，基于AI技术从海量文章中提取主题级情感评分，适用于投资研究和策略制定。该数据集具有高实时性和准确性，包含股票代码、平均调整情感和总调整情感等关键字段。