NACE Code Tool
A fast tool that maps a company profile to NACE codes, helping researchers, auditors, and planners classify industries accurately.
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About This Tool
Core logic: A rule-based engine augmented by a curated crosswalk translates input terms into NACE codes. It normalizes language, resolves ambiguities, and returns a primary code with confidence scores plus alternative codes. Optional weighting emphasizes core activities. Outputs include structured results, an explanation per code, and an audit trail that records input terms and decision steps for governance and compliance reviews.
Inputs & Outputs: Required fields include activity description and country/region; optional fields cover employees, turnover, and keywords. Outputs deliver primary_code, secondary_codes, confidence, and code rationales, with exports in JSON or CSV. The tool supports batch processing for multiple profiles and can be integrated into data pipelines via API-like formats. Validation ensures non-empty descriptions and valid country codes; missing data triggers remediation guidance rather than failure.
Algorithms & Calculations: The engine combines rule-based crosswalk lookups with lexical normalization, semantic similarity scoring, and regional adjustments to map terms to NACE Rev. 2 codes. Confidence is derived from term match strength, input completeness, and crosswalk consistency. When multiple codes are plausible, the tool returns a ranked list with rationales to support auditability and informed decision-making.
Error & Edge Cases: If inputs are incomplete or description is too generic, the tool flags low confidence and requests clarifying terms. Ambiguities across sectors yield multiple codes with reduced certainty. External data feed interruptions trigger a fallback to the last validated crosswalk version and emit a warning for downstream processes.
Industry localization & localization: Aligns with NACE Rev. 2 taxonomy and notes regional coding practices (EU vs non-EU). It documents language-specific terminology handling and provides caveats where regional adaptations influence code selection. Currency and units remain non-applicable since this is classification-focused.
How to Use
- Provide inputs: activity description, country, size, and optional terms.
- Optional: assign weights to emphasize core activities or products.
- Run classification to generate primary and secondary codes with confidence scores.
- Review code rationales and the audit trail for each mapping.
- Export results as JSON or CSV for integration with data pipelines or reports.
- Iterate with revised inputs to refine codes.
Frequently Asked Questions
Find Quick Answers
What inputs are required for a mapping?
How is the primary code chosen?
Can I process multiple profiles at once?
Are regional differences considered?
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