Ambee Influenza-Like Illness (ILI) Data – Forecast

**Overview**

Ambee’s ILI dataset provides forecasts of influenza-like illness risk using a combination of health surveillance signals, historical trends, and environmental data. Updated daily, the dataset delivers 4-week forward forecasts in a consistent weekly format across the US and parts of Europe.

**Use cases**

- Pharmaceutical demand planning
- Public health monitoring and preparedness
- Retail demand forecasting for flu-related products
- Digital health personalization
- Workforce health risk monitoring

**Sample fields**

ili_risk: Minimal, Low, Moderate, High, Very High

**Tables included**

ILI_forecast_4week

**Benefits to Databricks Marketplace users**

- Instantly available: Accessible within Databricks for analytics and ML workflows.
- Forward forecasts: Weekly risk outlooks up to 4 weeks.
- Risk classification: Minimal, Low, Moderate, High, and Very High
- Consistent schema: Unified schema for ease of integration.
- Analytics-ready: Supports pharmaceutical demand planning, public health preparedness, and wellness applications.

搜集汇总

背景与挑战

背景概述

该数据集通过整合健康监测信号和历史环境数据，提供美欧地区未来4周的流感样疾病风险每日预测，包含五级风险分类。其标准化结构和分析就绪特性支持医药需求规划、公共卫生监测等应用场景。