Core Insights - The core competitiveness of operation service companies in the digital era lies in their data capabilities, enabling clients to optimize operational strategies through precise data analysis and visualization reports [1][3] Group 1: Data Analysis Process and Tools - The data analysis process for operation service companies involves data collection and cleaning from multiple channels, including e-commerce platforms, social media, and CRM systems [3]