数据质量

数据质量围绕数据的全生命周期管理，从数据的准确性、一致性、完整性、唯一性、及时性、有效性等几个方面进行数据质量检测，支持基于PDCA方法形成的包含质检方案制定、质检任务执行、质量问题跟踪、质量情况评估等功能的数据治理策略

Data quality management focuses on the full lifecycle of data. It carries out data quality detection from multiple aspects including data accuracy, consistency, completeness, uniqueness, timeliness and validity. Furthermore, it supports data governance strategies formulated based on the PDCA method, which cover functions such as formulating quality inspection plans, executing quality inspection tasks, tracking quality issues and assessing quality conditions.

搜集汇总

背景与挑战

背景概述

该数据集提供全生命周期数据质量管理服务，通过PDCA方法实现质检方案制定、任务执行、问题跟踪和质量评估，支持多维度检测包括准确性、一致性等指标，并具备多种校验规则和自定义功能。