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china-export-data中国出口数据

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安装说明

本站只整理中文说明和来源信息,不托管安装包,也不代用户安装。

GitHub

来源数

2

许可证

MIT-0

最后核验

2026-05-01

来源状态

来源可访问

安装方式

通过对话安装

复制提示词发给支持本地命令或 Skills 的 AI 助手,先确认命令和权限,再让它执行。

请帮我安装这个 Agent Skill:china-export-data(中国出口数据)
来源仓库:https://github.com/findhappy7/china-export-data
安装命令:
openclaw skills install china-export-data
安装前请先检查当前环境是否支持对应 CLI,并向我确认将要执行的命令、安装目录、联网范围和文件读写权限;确认后再执行。

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openclaw skills install china-export-data

简介

从中国海关总署等权威渠道获取分HS编码、目的地的进出口统计数据。

  • 适合外贸企业监控自身出口表现、对标同行及进行合规申报参考。
  • 支持按年份、季度、国别导出明细表,可用于财务核算与市场分析。
  • 安装命令:openclaw skills install china-export-data;需授权访问政府开放数据接口。
  • 注意数据存在滞后性(通常延迟1-3个月),重大政策变动需额外关注商务部公告。

SKILL.md

name
china-export-data
description
Access and retrieve China's official export statistics from authoritative sources. Provides step-by-step guidance for querying trade data by HS code, destination country, time period, and other dimensions. Essential for baseline market research and verification.

China Export Data

Purpose: Provide straightforward access to official Chinese export statistics for research, verification, and baseline market analysis.

Target Users: Researchers, analysts, students, small business owners, and anyone needing factual China export data without advanced analytics requirements.


Official Data Sources

Source 1: UN Comtrade Database

Website: https://comtradeplus.un.org/

What it contains:

  • China's exports reported to the UN by partner countries
  • Mirror data (what partner countries report importing from China)
  • Global coverage with standardized HS codes
  • Historical data from 1962 to present

Best for:

  • Comparing China with other exporting countries
  • Analyzing China's exports to specific destination markets
  • Long-term historical trend analysis
  • Cross-country benchmarking

Access methods:

MethodURLRequirementsBest For
Web Interfacehttps://comtradeplus.un.org/lab?r=156FreeOne-off queries
APIhttps://comtradeapi.un.org/docs/v1Registration + API keyAutomated queries
Bulk DownloadPremium subscriptionPaid subscriptionLarge datasets

API Registration:

  1. Visit https://uncomtrade.org/docs/api-subscription-keys/
  2. Create account
  3. Request API key for "comtrade - v1" (free tier: 100 calls/hour)
  4. Premium tier available for unlimited access

Source 2: China Customs Statistics

Website: http://stats.customs.gov.cn/indexEn

What it contains:

  • Official export statistics from China's General Administration of Customs
  • More granular data than UN Comtrade
  • Port-level breakdowns
  • Trade mode classifications
  • Domestic destination information

Best for:

  • Most authoritative China-specific data
  • Port and regional analysis within China
  • Recent monthly data (1-2 month lag)
  • Detailed product classifications

Navigation Guide:

English Interface Navigation:

Home (http://stats.customs.gov.cn/indexEn)
├── Query by HS Code
│   ├── Select Year/Month
│   ├── Select HS Code (Chapter → Heading → Subheading)
│   ├── Select Trade Flow (Export/Import)
│   └── Select Filters (optional)
├── Query by Country/Region
│   ├── Select Partner Country
│   ├── Select Time Period
│   └── Select Product Category
└── Query by Customs Port
    ├── Select Port
    ├── Select Time Period
    └── Select Product/Partner

How to Query Data

Step-by-Step: UN Comtrade Web Query

Step 1: Access Query Builder
→ Go to https://comtradeplus.un.org/lab?r=156
   (Pre-filtered for China as reporter)

Step 2: Select Trade Flow
→ Click "Flow" dropdown
→ Select "Exports" (or "Re-exports" if needed)

Step 3: Select Partner Country
→ Click "Partner" field
→ Search and select destination country
→ Or select "All" for global exports

Step 4: Select Product (HS Code)
→ Click "Commodity Code" field
→ Choose classification level:
   • HS 2-digit (broad category, e.g., "84 - Machinery")
   • HS 4-digit (specific heading)
   • HS 6-digit (detailed subheading)
→ Enter or select code

Step 5: Select Time Period
→ Choose "Year" (single or range)
→ For monthly data, select specific months

Step 6: Run Query
→ Click "Preview" for quick view
→ Click "Download" for CSV/Excel export

Step 7: Interpret Results
Columns explained:
• Reporter: Exporting country (China)
• Partner: Importing country
• Trade Value (USD): Export value in US dollars
• Netweight (kg): Quantity in kilograms
• Quantity: Alternative unit (if applicable)

Step-by-Step: China Customs Web Query

Step 1: Access English Interface
→ Go to http://stats.customs.gov.cn/indexEn

Step 2: Choose Query Type
→ "Query by HS Code" for product-focused search
→ "Query by Country/Region" for market-focused search
→ "Query by Customs Port" for logistics analysis

Step 3: Set Parameters
For HS Code Query:
→ Select Year and Month (or range)
→ Click HS Code selector
   • Expand chapters (01-97)
   • Select 2-digit chapter
   • Select 4-digit heading
   • Select 6-digit subheading (optional)
→ Select Trade Flow: "Export"
→ Apply additional filters (optional):
   • Trade Mode (General, Processing, etc.)
   • Customs Port
   • Domestic Destination
   • Transport Mode

Step 4: Execute Query
→ Click "Query" button
→ Wait for results (may take 10-30 seconds)

Step 5: Review Results
→ Table shows: HS Code, Description, Unit, Quantity, Value
→ Click column headers to sort
→ Use pagination for large result sets

Step 6: Export Data
→ Click "Export" or download icon
→ Choose format (Excel/CSV)
→ Save to local drive

Data Dictionary

Common Fields Explained

FieldDescriptionExample
HS CodeHarmonized System product classification8517.12 (Phones)
Trade ValueExport value in US dollars$1,234,567
NetweightWeight in kilograms50,000 kg
QuantityProduct-specific unit (if different from kg)10,000 units
Trade FlowDirection of trade (Export/Import/Re-export)Export
ReporterCountry reporting the dataChina
PartnerTrading partner countryUnited States
Customs PortChinese port of departureShanghai
Trade ModeType of trade arrangementGeneral Trade

HS Code Structure

HS Code Hierarchy Example (Electronics):

85          ← Chapter (2-digit): Electrical machinery
  ↓
8517        ← Heading (4-digit): Telephone sets
  ↓
8517.12     ← Subheading (6-digit): Phones for cellular networks
  ↓
8517.12.00  ← Full code (8-digit): Detailed classification

Where to find HS codes:
• https://www.trade.gov/harmonized-system-hs-codes
• https://www.foreign-trade.com/reference/hscode.htm
• China Customs website HS code lookup

Query Examples

Example 1: China's Laptop Exports to USA (2023)

UN Comtrade Query:
├── Reporter: China (156)
├── Partner: United States (842)
├── Flow: Exports (2)
├── HS Code: 8471.30 (Laptops)
└── Period: 2023

China Customs Query:
├── HS Code: 8471.30
├── Trade Flow: Export
├── Partner: United States
└── Period: 2023

Example 2: China's Top Export Products (Latest Month)

China Customs Query:
├── Query Type: Top Products
├── Trade Flow: Export
├── Period: Latest available month
└── Result: Sorted by trade value

Example 3: China's Exports by Port

China Customs Query:
├── Query Type: By Customs Port
├── Select Port: All (or specific like Shanghai, Shenzhen)
├── HS Code: Your product
├── Trade Flow: Export
└── Period: Select time range

Data Availability & Limitations

Update Schedule

SourceFrequencyTypical LagCoverage
UN ComtradeMonthly1-3 months200+ countries
China CustomsMonthly1-2 monthsChina only

Known Limitations

LimitationExplanationWorkaround
Mirror data discrepanciesPartner countries may report different valuesCompare both sources, use as range
Confidential data suppressionSome transactions not disclosedUse aggregated categories
HS code revisionsCodes change every 5 yearsUse concordance tables for historical comparison
Transshipment goodsGoods passing through China may be includedFilter by trade mode when possible

Data Quality Indicators

IndicatorGood QualityQuestionable
Completeness>95% of expected records<80% coverage
Timeliness<2 months lag>6 months lag
ConsistencyMatches mirror data within 20%>50% discrepancy

Troubleshooting Common Issues

Issue 1: "No data found"

Possible causes:

  • HS code doesn't exist for selected period
  • Too restrictive filters applied
  • Data not yet reported

Solutions:

  • Try broader HS code (2-digit instead of 6-digit)
  • Remove optional filters
  • Check if data for period is available

Issue 2: "Query timeout"

Possible causes:

  • Query too broad (all countries, all products)
  • Server load high

Solutions:

  • Narrow query scope
  • Query in smaller batches
  • Try during off-peak hours

Issue 3: Inconsistent values between sources

Possible causes:

  • Different reporting methodologies
  • Timing differences
  • Data revisions

Solutions:

  • Document both values with sources
  • Use ranges instead of precise figures
  • Check metadata for known issues

Quick Reference Card

┌────────────────────────────────────────────────────────────┐
│              CHINA EXPORT DATA - QUICK ACCESS              │
├────────────────────────────────────────────────────────────┤
│ UN COMTRADE                                                │
│ URL: comtradeplus.un.org                                   │
│ Best for: Global comparison, historical data               │
│ API: 100 calls/hour (free)                                 │
├────────────────────────────────────────────────────────────┤
│ CHINA CUSTOMS                                              │
│ URL: stats.customs.gov.cn/indexEn                          │
│ Best for: Official China data, port details                │
│ Update: Monthly (1-2 month lag)                            │
├────────────────────────────────────────────────────────────┤
│ HS CODE LOOKUP                                             │
│ trade.gov/harmonized-system-hs-codes                       │
│ foreign-trade.com/reference/hscode.htm                     │
├────────────────────────────────────────────────────────────┤
│ NEED HELP?                                                 │
│ UN Comtrade: unstats.un.org/wiki/display/comtrade          │
│ China Customs: Contact via website                         │
└────────────────────────────────────────────────────────────┘

Output Formats

When retrieving data, you can typically export as:

FormatExtensionBest For
CSV.csvData analysis in Excel, Python, R
Excel.xlsxPresentation, sharing with stakeholders
JSON.jsonAPI integration, web applications
PDF.pdfReports, documentation

Recommended: CSV for analysis, Excel for sharing

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