QC2_EnumerationFieldCheck
OfficialValidate enumeration fields against standard dictionaries, ensure data integrity.
Data & Analytics#quality control#data integrity#data validation#enumeration check#dictionary comparison
Authorcas-bigdatalab
Version1.0.0
Installs0
System Documentation
What problem does it solve?
This Skill ensures data integrity by validating enumeration fields against standard dictionaries, flagging records that exceed predefined ranges.
Core Features & Use Cases
- Enumeration Validation: Checks attribute values against a standard dictionary to ensure they fall within defined ranges.
- Quality Control: Marks records with quality control flags for out-of-range values.
- Use Case: Ideal for data quality checks in databases where predefined value sets are critical, such as inventory management systems.
Quick Start
Run the QC2_EnumerationFieldCheck skill with the 'QC2_EnumerationFieldCheck.py' script, specifying the input and output file paths, comparison fields, and quality control mark.
Dependency Matrix
Required Modules
pandas
Components
scripts
💻 Claude Code Installation
Recommended: Let Claude install automatically. Simply copy and paste the text below to Claude Code.
Please help me install this Skill: Name: QC2_EnumerationFieldCheck Download link: https://github.com/cas-bigdatalab/piflow/archive/main.zip#qc2-enumerationfieldcheck Please download this .zip file, extract it, and install it in the .claude/skills/ directory.
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