全国排污许可全行业数字链组数据集

首次针对76个行业分类生成各行业完整的排污许可数据集，可广泛应用于环保产业链上下游各环节，开展大模型训练、许可证/执行报告审核、环保税核定、环境管理台账生成、环保知识库、碳污协同管控等。

This is the first comprehensive sewage discharge permit dataset developed for each of the 76 industry classifications. It can be widely applied to all links in the upper and lower reaches of the environmental protection industry chain, including large language model (LLM) training, audit of discharge permits and enforcement reports, verification of environmental protection tax, generation of environmental management account books, establishment of environmental protection knowledge bases, and coordinated carbon and pollution control.

搜集汇总

背景与挑战

背景概述

该数据集首次针对76个行业构建了完整的排污许可数据集，涵盖1.9亿条数据、规模达32TB，数据来源于行业技术规范和企业许可证。它可应用于环保产业链的多个环节，包括大模型训练、许可证审核、环境税核算等，并已在多个省市和企业中实施，有效提升了审核效率和环境管理能力。