Echo Analytics’ Places dataset offers comprehensive, high-quality POI data covering over 80 million locations globally. It includes detailed attributes such as business names, addresses, categories, and operational hours, ensuring accuracy and consistency. Using advanced machine learning, the dataset is deduplicated, enriched with confidence scores, brand associations, and shape data, making it a trusted source for location intelligence. Businesses rely on Echo Analytics to access clean, structured data that enhances decision-making and drives innovation.