Core Viewpoint - The 2025 15th China Listed Company Reputation List is entering a critical phase of big data screening, with a focus on building a scientific, quantitative, and objective evaluation system through collaboration between Daily Economic News and Tonghuashun [1][2] Group 1: Data Modeling and Evaluation - The modeling team from Tonghuashun consists of professionals with strong backgrounds in finance, data science, and artificial intelligence, dedicated to creating an intelligent evaluation system for the capital market [1][3] - Customized modeling solutions have been developed for different categories of the reputation list, ensuring a scientific, objective, and traceable evaluation process [2][6] - The evaluation model incorporates a dual approach of authoritative data sources and transparent algorithm mechanisms to ensure objectivity [3][6] Group 2: Evaluation Dimensions and Indicators - The evaluation model focuses on six dimensions: financial quality, market performance, governance level, social responsibility, industry growth potential, and public reputation [4][5] - Key indicators include return on equity, revenue growth rate, net profit growth rate, market capitalization increase, total dividends, and dividend yield for financial and market dimensions [4][6] - Governance and social responsibility indicators cover board structure, quality of information disclosure, and ESG performance [4][6] Group 3: Innovations and Upgrades - This year, the model has been upgraded with three key enhancements: the introduction of industry-specific assessment models, improved public sentiment and market perception capabilities, and optimized financial and governance indicator structures [6][7] - New industry categories such as aerospace, innovative pharmaceuticals, and overseas industries have been added, with a focus on growth evaluation based on industry development patterns [7] - The introduction of public sentiment heat as an evaluation dimension enhances the accuracy of capturing the public image and market influence of entrepreneurs [7]