News Pulse
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**Overview** Knowing something is happening is important, but knowing why it’s happening, and whether it is positive or negative is a superpower. Our News Pulse anomaly detection data set does exactly that, giving your analysts, algorithms, and dashboards “at a glance” powers to make better decisions. ANvIL, our next-generation AI platform, continually measures and calculates for millions of companies an hour-by-hour statistical measurement of news coverage for each hour of the day for each company. The News Pulse data set is focused on North American publicly traded companies, and it enables your analysts, applications, and algorithms to immediately learn when media mentions for any company on the primary North American exchanges has started deviating from its baseline hourly norm. Moreover, ANVIL’s News Pulse Data Set explains and summarizes what’s driving the deviation and scores that deviation with specialized sentiment scores. This means you are always aware of critical information across the companies you care about and have immediate insights as to what is driving that critical change. **Scale** - This data set focused on constituent members of US Exchanges - Detailed identifiers - Calculations updated every 15 minutes **Quantitative Dimensions** - Statistical, sentiment, financial impact and saliency scores - Z-score - Summarization models - Time series enabled **Technology & Methods** ANvIL, FiscalNote's next-generation AI platform utilizes highly proprietary natural language understanding models, unique knowledge graph capabilities and our proprietary AI engines to identify and extract both broad, and highly specific entities, events, relationships and temporal components from unstructured data. Specialized models are applied at each intersection point to generate multiple scores, ranging from sentiment to impact and more. Full data provenance is always maintained. Readily fused with other data sets provided by FiscalNote AI Solutions to create additional factors and dimensions for both augmented analytical insights and quantitative modeling. **About the Provider** The mission of FiscalNote is to help our customers make the best analytically informed decisions possible. We do this by capturing the global flow of unstructured data and transforming it into computationally consumable, structured knowledge that our customers’ data scientists and analysts use to see and model the world in new ways and with greater velocity. We enable our customers to automate or augment key aspects of their analytical, reasoning, and decision-making processes.
**概述** 知晓事件发生固然重要，但洞悉其发生根源与影响正负性，实为一项核心竞争力。我们的News Pulse异常检测数据集正是为此打造，可让分析师、算法系统与数据仪表盘具备“一目了然”的决策辅助能力，助力优化决策质量。 我们的下一代AI平台ANvIL会持续为数百万企业逐小时统计并计算其每日各时段的新闻报道统计指标。本数据集聚焦北美上市企业，可帮助分析师、应用程序与算法系统实时监测北美主要交易所上市企业的媒体提及量何时偏离其小时基准均值。此外，ANvIL的News Pulse数据集还会对引发偏离的因素进行解释与汇总，并通过专属情感评分对偏离程度进行量化评级。这意味着您可随时掌握所关注企业的关键信息，并实时洞悉驱动该关键变化的核心动因。 **规模** - 本数据集聚焦美国交易所成分股 - 附带详细标识符 - 计算结果每15分钟更新一次 **量化维度** - 统计类、情感类、财务影响类与显著性评分 - Z评分（Z-score） - 摘要生成模型 - 支持时间序列分析 **技术与方法** FiscalNote的下一代AI平台ANvIL采用高度专属的自然语言理解（Natural Language Understanding）模型、独特的知识图谱（Knowledge Graph）能力与专属AI引擎，从非结构化数据中识别并提取宽泛及高度具象的实体、事件、关联关系与时序要素。在各交叉节点应用专属模型以生成多维度评分，涵盖情感、影响等多个维度。全程保留完整的数据溯源信息。该数据集可便捷与FiscalNote AI Solutions提供的其他数据集融合，为增强型分析洞察与量化建模提供额外因子与维度支持。 **关于提供商** FiscalNote的使命是助力客户做出最优的基于分析的决策。我们通过捕获全球非结构化数据流，并将其转化为可计算的结构化知识，让客户的数据科学家与分析师能够以全新方式、更快速度洞察并建模世界。我们帮助客户自动化或增强其分析、推理与决策流程的关键环节。
