MarketPsych Analytics

Using a patented natural language processing engine, MarketPsych Analytics turns unstructured text from thousands of curated news and social media sources into structured scores. This data delivers a highly dimensional analysis of quality news outlets, including full Reuters real-time markets coverage.

Key benefits of MarketPsych Analytics:

- Tap into data coverage that spans thousands of social media channels – including Reddit and Twitter.

- Benefit from refined spam detection and deduplication filters, optimised by years of hands-on experience to increase score relevance and reliability.

- Unlock our feature-rich data stream, which tracks over a hundred sentiment topics for indices, stocks, commodities and currencies.

- Keep abreast with our data, which is updated once a minute, and can easily be used in dashboards and statistical tools for rapid investment-idea development.

Coverage includes:

- 252 countries and 100,000+ global companies – including 54,000+ public and 50,000+ private companies, as well as global/regional sectors and indices.

- 62 stock indices and sovereign bonds.

- 44 currencies.

- 53 commodities.

- 500+ cryptocurrencies.

MarketPsych Analytics依托专利自然语言处理（Natural Language Processing, NLP）引擎，将数千条经过精选的新闻与社交媒体来源的非结构化文本转化为结构化评分。该数据集可对优质新闻媒体开展高维度分析，其中涵盖路透社（Reuters）完整的实时市场报道内容。

MarketPsych Analytics的核心优势如下：
- 覆盖数千个社交媒体渠道，其中包含红迪网（Reddit）与推特（Twitter）在内的数据源。
- 搭载经多年实操经验优化的精细化垃圾信息检测与去重过滤器，可有效提升评分的相关性与可靠性。
- 可解锁功能丰富的数据流，可追踪指数、股票、大宗商品与货币的超百种情感主题。
- 数据更新频率为每分钟一次，可轻松集成至仪表盘与统计工具中，助力快速生成投资思路。

其覆盖范围如下：
- 252个国家与10万余家全球企业，其中包含5.4万余家上市公司与5万余家非上市公司，同时涵盖全球及区域性行业板块与指数。
- 62种股票指数与主权债券。
- 44种货币。
- 53种大宗商品。
- 500余种加密货币。

搜集汇总

背景与挑战

背景概述

MarketPsych Analytics是一个情感分析数据集，利用机器学习技术从新闻和社交媒体中提取情感分数，覆盖全球多种金融资产，数据更新频率高，适用于量化分析和风险管理。