中国气候政策工具数据库 — a bilingual (Chinese/English) database of national-level climate mitigation policy instruments of China, structured in alignment with the OECD IFCMA Climate Policy Database.
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Unit of observation: the policy instrument (or sub-scheme), not the broader policy package.
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Coverage: 281 instruments (313 rows including sub-schemes), as of September 2026, across five categories:
Category Description Economic instruments Taxes, subsidies, emissions trading, etc. Regulatory instruments Standards, bans, mandates, etc. Government I&C Government investment & consumption Information instruments Disclosure, labelling, reporting Voluntary approaches Agreements, voluntary markets -
Evidence-backed: every field is supported by a source URL, source title, evidence quote, and confidence score, recorded in
outputs/evidence_log.csv. Where evidence is insufficient, values are markednot found/N/Aand flagged for human review — nothing is invented. -
Languages: Chinese-first drafting with a generated, human-reviewed English version.
Category → Group → Approach → Instrument → Sub-scheme (optional)
Group/approach mappings are controlled by rules/schema.yaml.
{ISO3 country}{group code}{approach code}I{2-digit instrument seq}S{3-digit subscheme seq}
Example: CHNTRAETSI01S000 — CHN · Trading scheme · Emissions trading system · instrument 01 · parent row (S000). Sub-schemes use S001, S002, …
| Path | Contents |
|---|---|
inputs/ |
Source templates, classification/approach definitions, field & attribute definitions, methodology docs, IFCMA paper |
rules/schema.yaml |
Authoritative schema: templates, columns, allowed values, validation rules, controlled lists, ID code maps |
scripts/ |
Python CLI pipeline (standard library only, except openpyxl for Excel export) |
outputs/ |
CSV working files, Excel deliverables (CCPID_cn.xlsx, CCPID_en.xlsx), evidence log |
review/ |
Inclusion/exclusion decisions, issues for human review, workflow docs |
docs/ |
Static overview and download pages (CN/EN), published via GitHub Pages |
logs/ |
Validation reports (generated, not committed) |
- Excel deliverables:
outputs/CCPID_cn.xlsx(Chinese) andoutputs/CCPID_en.xlsx(English), one sheet per instrument category plusEnded/已终止sheets for expired instruments. - CSV working files:
outputs/CCPID_{cn,en}_{category}.csv. - Web: see
docs/for overview and download pages generated byscripts/generate_webpage.py, published at https://mgfpku.github.io/CCPID/.
Requirements: Python 3.8+, openpyxl. All scripts are run from the repo root.
- Make an inclusion decision → record in
review/inclusion_exclusion_decisions.md - Fill the Chinese draft:
python scripts/fill_instrument.py add ... - Chinese draft passes human review and validation
- Generate the English version:
python scripts/generate_english_from_chinese.py - Validate:
python scripts/validate_dataset.py→logs/validation_report.md - Export deliverables:
python scripts/export_workbooks.py --lang all
# List available templates
python scripts\fill_instrument.py templates
# Generate an instrument ID from the schema code map
python scripts\fill_instrument.py id --country CHN --group "Trading scheme" --approach "Emissions trading system" --instrument-sequence 1
# Add / update an instrument row
python scripts\fill_instrument.py add `
--template "Economic instruments" `
--id CHNTRAETSI01S000 `
--set "Instrument / subscheme=Instrument" `
--set "Group=Trading scheme" `
--set "Approach=Emissions trading system" `
--set "Domestic name=..." `
--set "Country=CHN" `
--source-url "https://..." --source-title "..." --evidence-quote "..." --confidence-score 0.8
# Full export + validate pipeline (preferred after any CSV edit)
python scripts\run_pipeline.py
# Pipeline with URL health check
python scripts\run_pipeline.py --check-urls
# Normalize ISIC codes before export/validation
python scripts\normalize_isic_economic_sector.pyScripts that write
outputs/evidence_log.csvmust run sequentially, never in parallel. Always regenerate both Excel workbooks after any CSV edit.
CCPID（中国气候政策工具数据库）是一个中英双语的国家层面气候减缓政策工具数据库，分类体系与 OECD IFCMA 气候政策数据库保持一致。以政策工具（或子方案）为观测单位，涵盖经济工具、规制工具、政府投资与消费、信息工具、自愿措施五大类，截至 2026 年 9 月共收录 281 个工具（含子方案共 313 行）。每个字段均有来源 URL、来源标题、证据引文和置信度评分支撑（见 outputs/evidence_log.csv），证据不足时标注 未找到/N/A 并转人工复核，不编造数据。中文版先行填写，经人工审核后生成英文版。详细使用说明见上文英文部分及 CLAUDE.md。
- Code (
scripts/and tooling): MIT License - Data (CSV/Excel datasets in
outputs/and templates ininputs/): CC BY 4.0 — attribute the CCPID team, MGFPKU, Peking University.
Maintained by MGFPKU — Peking University.