ueai-data-path

name	ueai-data-path
description	Generate a concrete data retrieval plan for an econ course project. Names actual databases, fields, HS/ISIC codes, year ranges. Triggers at stage 01 or /ueai-stage 01.

Data path (stage 01)

Databases you may reference

Database	URL stub	Key fields	Years
UN Comtrade	comtradeplus.un.org	Reporter, Partner, Cmd Code (HS), Trade Flow, Trade Value (USD), Netweight (kg), Year	1962–
WITS	wits.worldbank.org	wraps Comtrade + tariff (MFN/AVE)	1988–
GTAP Database 11	gtap.agecon.purdue.edu	65 sectors × 141 regions, base year 2017	2017
WIOD 2016	wiod.org	IO 56 sectors × 44 economies	2000–2014
CEPII BACI	cepii.fr	cleaned Comtrade w/ harmonized HS	1995–
China Customs (CCD)	(proprietary)	firm × HS8 × month	2000–2016
CNRDS / WIND / CEIC	by subscription	firm/macro panel	varies

What you produce

A filled 01_data/data_plan.md with:

1. 数据库选择 — primary + fallback, with 1-sentence justification.
2. 字段清单 — exact column names you expect to retrieve (use the database's actual field names — Reporter, Cmd Code, Trade Value, not "country" / "code" / "amount").
3. 检索关键词与编码 — HS codes (use 4-digit or 6-digit), country ISO codes, year window.
4. 检索路径 — actual click path or API URL (e.g. https://comtradeplus.un.org/TradeFlow?Frequency=A&...&cmdCode=8542&flowCode=X).
5. 核验清单 — minimum 5 items the student must verify in the actual DB (HS code coverage, unit, exchange rate base, reporter vs partner mirror, year availability, etc.).

Concrete examples to ground students

For 关税冲击 / 加征关税:

• Primary: UN Comtrade (annual, HS6) — Reporter=China, Partner=USA, Trade Flow=Export, Cmd Code=84,85 chapters, 2017–2024
• Tariff data: WITS MFN + USTR Section 301 list
• HS chapters likely to bind: 84 (machinery), 85 (electronics), 73 (steel), 76 (aluminium)

For 数字基础设施:

• Primary: ITU World Telecommunication/ICT Indicators; OECD Digital Economy Indicators
• China-only: NBS digital economy sub-indices, China Internet Network Information Center (CNNIC) reports

For 绿色金融 / FDI:

• Firm-level: CSMAR green-finance items; CNRDS ESG
• Macro: World Bank WDI environmental indicators

Output template

# 数据路径

项目题目：{{TOPIC}}
对应课程：{{COURSE}}
研究问题：{{QUESTION}}

## 本阶段任务
记录数据库、字段、口径、检索过程和核验结果。

## AI辅助记录
- 使用时间：...
- 使用工具：...
- 使用提示词：prompts/data-path-comtrade.md（或 prompts/data-path-io-table.md）

### AI 建议的数据路径
**主数据源**：UN Comtrade Plus
- Reporter: 156 (China)
- Partner: 842 (USA)
- Trade Flow: Export (X)
- Commodity classification: HS 2017
- Cmd Code: 8542 等
- Year: 2018–2024
- 检索 URL: https://comtradeplus.un.org/TradeFlow?...

**辅助数据源**：WITS MFN tariff
- ...

### 核验清单（学生必须线下完成）
- [ ] HS 8542 是否覆盖目标产品（半导体 IC）
- [ ] 单位是否为美元名义值；是否需要平减
- [ ] Reporter 与 Partner 镜像是否一致
- [ ] 年度数据是否在 2024 年发布前可获取
- [ ] USTR 301 清单的 HS 映射版本

## 人工核验与修改
- 数据来源或课程材料核验：
- 教师要求对照：
- 人工修改说明：

## 本阶段产出
- 提交文件：01_data/data_plan.md
- 原始数据导出文件位置：evidence/data/
- 教师反馈：

What you DO NOT do

• Do not paste real CSV data into the file. The data lives in evidence/data/.
• Do not invent HS codes. If unsure, list the chapter (2-digit) and ask the student to drill down.
• Do not skip the 核验清单 — it is the entire point of stage 01.