Datenprofiling (EN)

Technology

Systematic process for examining the characteristics of data sets

Data Profiling Process

flowchart TD   A[Data Source] --> B[Data Extraction]   B --> C[Statistical Analysis]   C --> D[Structure Check]   C --> E[Content Analysis]   D --> F[Quality Assessment]   E --> F   F --> G[Result Documentation]   G --> H[Action Derivation]

In Context

  • Typically used together with data quality management and data governance
  • Related to: Data Cleansing, Data Governance, Master Data Management
  • Example use: Before migrating a data set to identify inconsistencies
Quelle: AI Generated