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 quantitative metric for evaluating enterprises' competitiveness. It comprehensively assesses the market competitiveness of enterprises by analyzing a range of relevant data, including their internal operational data, scale and output value, annual financial reports, the number and output value of peer enterprises, enterprise relationship graphs, and enterprise stability. The assessment is carried out using the XGBOOST model, with various hyperparameter tuning operations performed based on the model's output results. The index ranges from 0 to 99, with a higher score indicating stronger comprehensive competitiveness of the enterprise.

搜集汇总

背景与挑战

背景概述

该数据集为企业综合竞争力指数，通过多维度数据分析企业竞争能力，评分范围0-99，评分越高表示企业竞争力越强。