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--- |
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license: mit |
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configs: |
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- config_name: default |
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data_files: |
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- split: train |
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path: data/train-* |
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dataset_info: |
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features: |
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- name: id |
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dtype: string |
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- name: url |
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dtype: string |
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- name: year |
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dtype: int64 |
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- name: keywords |
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list: string |
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- name: source |
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dtype: string |
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- name: text |
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dtype: string |
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- name: doc_id |
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dtype: string |
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- name: chunk_num |
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dtype: int64 |
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splits: |
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- name: train |
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num_bytes: 66844346 |
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num_examples: 15011 |
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download_size: 30128380 |
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dataset_size: 66844346 |
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task_categories: |
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- question-answering |
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language: |
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- en |
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tags: |
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- sustainability |
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- policy-making |
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--- |
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# Sustainability PolicyMaking Dataset |
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## Description |
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This is a corpus dataset consisting of sustainability related documents and academic papers with a focus on UK and EU policy making. Each document is further split into chunks ranging from approximately 500-1000 words each, to help with processing and to enable QA tasks. |
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## Dataset Summary |
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- **Total Items**: 15,011 |
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- **Average Chunk Length**: 553 words |
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- **Median Chunk Length**: 539 words |
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- **Year Range**:2000-2025 |
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- **Sources**: ['cdn.climatepolicyradar.org', 'eur-lex.europa.eu', 'gov.uk', |
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'arxiv.org', 'parliament.uk', 'civitas.eu', 'gov.uk', |
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'HF-national-climate-targets-dataset', 'GOV.UK Environment Agency', |
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'odyssee-mure.eu', 'assets.publishing.service.gov.uk', 'ArXiv', |
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'ec.europa.eu', 'unfccc.int', 'ecolex.org', 'legislation.gov.uk', |
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'gov.scot', 'register.consilium.europa.eu', 'iea.org', |
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'aei.pitt.edu', 'itf-oecd.org', 'europarl.europa.eu', |
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'projects.mcrit.com', 'bgs.ac.uk', 'web.archive.org', |
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'climate-laws.org', 'nan', 'legislation.gov.uk', 'fca.org.uk', |
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'transportenvironment.org', 'environment.ec.europa.eu', |
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'climate.ec.europa.eu', 'None', 'hy4heat.info', 'gov.scot', |
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'energy.ec.europa.eu', 'cbd.int', 'ofgem.gov.uk', |
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'fleetnews.co.uk', 'ogauthority.co.uk', 'drivingelectric.com', |
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'tfl.gov.uk', 'gov.wales', 'goultralow.com', 'pod-point.com', |
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'bills.parliament.uk', 'ukpact.co.uk'] |
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## Data Fields |
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Each corpora item contains the following fields: |
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- `id`: Unique string identifier for the chunk (str) |
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- `url`: Source URL of the document from which the chunk was extracted |
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- `year`: Publication year (integer, nullable) |
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- `keywords`: List of keywords (List[str]) |
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- `source`: Source organization or website |
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- `text`: Main text content |
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- `doc_id`: Unique ID for each document. NB - chunks obtained from the same document will inherit the same document id. While the doc_id is unique for each document it is not unique for each chunk. |
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- `chunk_num`: Chunk number within document (int) |
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## Authors |
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This dataset was developed as part of a research internship program at the University of Southampton, Department of Electronics and Computer Science, under the supervision of Shuang Ao. |
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**Internship Team:** |
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- Varun Shenoy - https://huggingface.co/varoon67 |
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- Name - uname |
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- Name - uname |
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**Faculty Supervision:** |
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- [Name], PhD - uname |
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- [Name], PhD - uname |
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