Stockpulse Data Product range: From Sentiment Data to Emotional Data Intelligence

Stockpulse’s Emotional Data Intelligence is the next level of comprehending and processing social media data, powered by deep learning and artificial intelligence. Able to understand the emotions expressed by market participants, investors improve their asset allocation and enhance seeking Alpha. With the expertise of more than ten years in data science and machine learning, we provide first-class solutions for customized data delivery. Stockpulse's Natural Language Processing traces Social Media squawk in English, German, and Mandarin. We collect our data from several thousand different sources worldwide, such as news articles & journals, blogs, social media, and forums. Stockpulse's Artificial Intelligence processes all of these unstructured data sets and turns them into viable and comprehensible information. Data intelligence is the understanding and structuring of large amounts of data called data mining. This user-generated content comprises a substantial part of communication in Social Media. We identify this emotionally expressed content and classify it as “Emotional Data.” Both parts of Social Media analysis are unstructured and must be processed to create value for financial investors. Stockpulse’s artificial intelligence filters this bulk of information, selects, structures and converts it into intelligible data for the financial industry. The outcome is Emotional Data Intelligence! Did you know: Stockpulse's outstanding coverage goes beyond equities, indices, and commodities to other asset classes such as FX and cryptocurrencies.

搜集汇总

背景与挑战

背景概述

Stockpulse的情感数据智能产品利用深度学习和人工智能处理全球社交媒体等多源非结构化数据，识别并分类市场参与者的情绪表达，为金融投资者提供结构化的情感数据分析。该数据集支持英语、德语和普通话，覆盖股票、商品、外汇和加密货币等多种资产类别，帮助优化资产配置和Alpha策略。