竞争力指数

企业综合竞争力指数是对企业竞争能力的一个刻画。通过分析企业自身的经营数据、规模产值、年报财报、同类型企业的数量和产值、企业图谱、企业稳定性等相关数据、来综合分析企业在市场中的竞争能力（依然使用XGBOOST模型、并根据结果进行各种调参处理）。该指数的范围为0到99、评分越高企业的综合竞争能力越高。

The Enterprise Comprehensive Competitiveness Index is a metric that characterizes the competitive capabilities of enterprises. This index comprehensively evaluates the market competitiveness of enterprises by analyzing a range of relevant data, including their own operational data, scale and output value, annual reports and financial statements, the number and output value of peer enterprises, enterprise relationship graphs, enterprise stability and other related data. The XGBOOST model is still utilized, with various hyperparameter tuning conducted based on the model outputs. The value range of this index is 0 to 99, where a higher score corresponds to a stronger comprehensive competitiveness of the enterprise.

搜集汇总

背景与挑战

背景概述

该数据集名为'竞争力指数'，用于评估企业的综合竞争能力，评分范围为0到99。数据集通过分析企业的多维度数据，使用XGBOOST模型进行评分，覆盖全国企业客户，每日更新，适用于金融服务和商贸流通等场景。