中国科创企业评估

中国科创企业评估，用于评估企业科创能力，筛选优质企业，竞品分析、企业风险评估。 智慧芽拥有一支专业的数据内容团队和人工智能工程团队，通过应用人工智能、机器学习等技术，构造、生产、加工、修订和解释数据。 中国科创企业评估产品，根据企业的专利、标签、融资等筛选进入科创企业库，目前已覆盖全中国170w科创企业。智慧芽中国科创企业评估模型采用评分卡模型，基于专利数据、企业数据（包括融资数据、核心团队、科技资质、上市情况等），筛选出80+指标作为科创指标池，再通过模型训练，特征分析，相关性分析，对每个因子进行清洗、分箱，逻辑回归建模，根据精选的样本测试集，不断优化模型指标权重，最终筛选出5个维度、47个科创指标的智慧芽科创企业评估模型。 用户可以通过接口，输入企业名称/统一社会信用代码/组织机构代码其一，返回科创企业评估模型综合评分结果以及模型所有指标信息的查询。

China Sci-Tech Innovation Enterprise Evaluation is designed for evaluating enterprises' sci-tech innovation capabilities, screening high-quality enterprises, conducting competitive analysis and enterprise risk assessment.

PatSnap has a professional data content team and AI engineering team. By applying technologies such as artificial intelligence and machine learning, the team constructs, produces, processes, revises and interprets data.

PatSnap's China Sci-Tech Innovation Enterprise Evaluation product screens enterprises into the sci-tech enterprise database based on their patents, tags, financing and other relevant information, and currently covers 1.7 million sci-tech enterprises across China.

PatSnap's China Sci-Tech Innovation Enterprise Evaluation model adopts the scoring card model. Based on patent data and enterprise data (including financing data, core team information, technological qualifications, listing status and other aspects), it first selects over 80 indicators as the sci-tech innovation indicator pool. Then, through model training, feature analysis and correlation analysis, it performs cleaning and binning on each factor, conducts logistic regression modeling, and continuously optimizes the weights of model indicators based on the curated sample test set. Finally, the PatSnap Sci-Tech Innovation Enterprise Evaluation model with 5 dimensions and 47 sci-tech innovation indicators is finalized.

Users can call the API by inputting one of the enterprise name, Unified Social Credit Identifier (USCI) or Organization Code, and obtain the comprehensive scoring result of the evaluation model as well as all indicator information of the model.

搜集汇总

背景与挑战

背景概述

该数据集是一个评估中国科创企业创新能力的API数据产品，覆盖全国170万家企业，采用多维度评分模型，主要应用于金融服务领域的风险评估和企业筛选。