datasets
Training and evaluation data, with the modality, task and licence stated up front. Listed live from the Hugging Face Hub.
custom-sentiment-analysisiran_hs_customs_classification
طبقهبندیِ کالا (HS) — تعرفهٔ گمرک ایران
جدولِ طبقهبندیِ نظامِ هماهنگشدهٔ توصیف و کدگذاری کالا (HS) برای تعرفهٔ گمرک ایران، با
سلسلهمراتبِ کامل: فصل (۲ رقم) ← عنوان (۴) ← زیرعنوان (۶، بینالمللی) ← تعرفه (۸ رقم، ملی).
ستون
توضیح
code
کدِ HS
level
فصل / عنوان / زیرعنوان / تعرفه
digits
تعداد رقم (۲/۴/۶/۸)
name_fa
شرحِ فارسیِ کالا
parent_code
کدِ والد (برای تجمیع)
۱۴٬۷۳۷ کد شامل ۸٬۴۰۰ ردیفِ تعرفهٔ هشترقمی. مرجعی برای پیوستن به دادههای تجارت و تحلیلِ… See the full description on the dataset page: https://huggingface.co/datasets/Farmaanaa/iran_hs_customs_classification.maritime-customs-clearance-terminal-release-coherence-risk-v0.1What this repo is for
Detect when containers are physically ready but legally blocked.
You use it to flag
inspection backlogs
document gaps
clearance lag
yard congestion not caused by cranes
Why it matters
Ports often chase equipment fixes.
The real delay is often customs-release mismatch.
africa-synth-trade-customs-clearance-times-all
African Customs Clearance Times | Africa (Electric Sheep Africa metadata inventory)
Size category: 10K<n<100K - Formats: csv - Sector: economics_finance - Engineered by Electric Sheep Africa
TL;DR
This dataset is part of the Electric Sheep Africa catalog on Hugging Face. It is indexed for African data discovery with standardized metadata, loading guidance, provenance notes, and analyst-oriented context.
What This Dataset Covers
Public datasets… See the full description on the dataset page: https://huggingface.co/datasets/electricsheepafrica/africa-synth-trade-customs-clearance-times-all.maritime-customs-hold-clearance-coherence-risk-v0.1What this repo is for
Detect when clearance time stops matching customs signals.
You use it to flag:
doc failures driving holds and demurrage
inspection backlog delays even with clean docs
rising release times with low hold rates
Why it matters
Customs delay often gets blamed on the port.
This separates the causes early.