hiennthp/esg-bank-dataset-v4

--- language: - vi - en license: cc-by-nc-4.0 task_categories: - text-classification tags: - esg - greenwashing-detection - banking - vietnam - sustainability size_categories: - 1K<n<10K --- # Vietnamese Banking ESG Disclosure Dataset ## Description Multi-task annotated dataset for ESG (Environmental, Social, Governance) disclosure analysis in the Vietnamese banking sector. Each sample is a text chunk from bank sustainability/annual reports, annotated with: - **Greenwashing classification** (Legitimate / Greenwashing / Uncertain) - **ESG pillar** (Environmental / Social / Governance / General) - **Content quality score** (0-100) - **ESG score** (0-100) ## Dataset Statistics | Split | Samples | |-------|---------| | train | 2,059 | | val | 558 | | test | 900 | | **Total** | **3,517** | ## Schema | Field | Type | Description | |-------|------|-------------| | text | string | ESG disclosure text chunk | | greenwash_label | string | Legitimate / Greenwashing / Uncertain | | pillar_label | string | Environmental / Social / Governance / General | | quality_score | float | Content quality score (0-100) | | esg_score | float | Predicted ESG performance score (0-100) | | report_type | string | SUSTAINABILITY or ANNUAL | | report_year | int | Report fiscal year | | bank_id | string | Anonymized bank identifier | | assurance_level | string | Third-party assurance level | | has_scope3 | bool | Contains Scope 3 emission data | | gri_compliant | bool | GRI Standards compliant | | tcfd_elements_count | int | TCFD recommendation coverage (0-11) | | circular17_compliant | bool | SBV Circular 17 compliant | ## Annotation Process 1. Initial labeling via LLM (Step 2) with rule-based fallback 2. Content quality scoring (Step 3) 3. Human review and validation (Step 4) ## Citation If you use this dataset, please cite: ``` [Citation to be added upon publication] ```