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Datasets:
alerterra
/
trade_compliance

Languages:
English
Size:
1K<n<10K
Tags:
Synthetic
trade
customs
hts-classification
tariffs
compliance
License:
Dataset card Data Studio Files
xet
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Trade Compliance Classification Test Data

Product descriptions with HTS codes, tariff calculations, and misclassification labels

Publisher: Alerterra Intelligence | Version: 1.0 | Updated: March 2026

Overview

This dataset is part of the Alerterra Synthetic Intelligence Data Suite — 123 records across 32 fields, generated using domain-specific AI models trained on patterns from Alerterra's enterprise intelligence platform.

100% synthetic — zero PII, zero real entity data. Safe for AI/ML model training, system testing, compliance demonstrations, and analyst training.

Use Cases

  • Train and validate HTS classification AI models with labeled correct/incorrect codes
  • Test tariff calculation engines against multi-layer duty stacking scenarios
  • Benchmark classification accuracy across product categories
  • Train customs brokers on common misclassification patterns
  • Validate FTA eligibility determination systems

Dataset Structure

Metric Value
Records 123
Fields 32
Formats CSV, JSON, Parquet
Update Frequency Monthly

Fields

Field Type Description
record_id object Record Id
product_description object Product Description
material_composition object Material Composition
intended_use object Intended Use
hts_code int64 Hts Code
hts_chapter int64 Hts Chapter
hts_heading int64 Hts Heading
classification_confidence float64 Classification Confidence
alternative_hts_codes object Alternative Hts Codes
country_of_origin object Country Of Origin
destination_country object Destination Country
declared_value_usd float64 Declared Value Usd
quantity float64 Quantity
unit object Unit
base_duty_rate float64 Base Duty Rate
section_301_rate float64 Section 301 Rate
section_232_rate float64 Section 232 Rate
ieepa_rate float64 Ieepa Rate
ad_cvd_rate float64 Ad Cvd Rate
total_effective_rate float64 Total Effective Rate
total_duty_usd float64 Total Duty Usd
fta_eligible bool Fta Eligible
fta_program object Fta Program
preferential_rate float64 Preferential Rate
dual_use_flag bool Dual Use Flag
export_control_classification object Export Control Classification
sanctions_flag bool Sanctions Flag
compliance_risk_score float64 Compliance Risk Score
risk_factors object Risk Factors
classification_is_correct bool Classification Is Correct

Sample Data

This repository contains a free sample (100 records). The full dataset and monthly refresh subscriptions are available at alerterra.com.

Pricing

Tier Details
Sample Free (100 records)
Standard $5,000 (10K records, one-time)
Professional $15,000/year (quarterly refresh + tariff updates)
Enterprise $30,000-$100,000/year (29-jurisdiction coverage, custom products)

Methodology

Generated using Claude AI with domain-specific context injection encoding Alerterra's intelligence platform expertise (Vigila, Tradana, Gradara, Condura, Scrutera, RegSeal). Every dataset undergoes automated statistical validation, correlation analysis, and domain-specific business rule checks.

Citation 

@dataset{alerterra_trade_compliance_2026,
  title = {Trade Compliance Classification Test Data},
  author = {Alerterra Intelligence},
  year = {2026},
  publisher = {Hugging Face},
  url = {https://huggingface.co/datasets/alerterra/trade_compliance}
}

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