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Update README.md
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README.md
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---
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# Dataset Card for "sentiment"
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---
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# Dataset Card for "sentiment"
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## Dataset Description
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- **Point of Contact:** [Oliver Kinch](mailto:oliver.kinch@alexandra.dk)
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- **Size of dataset:** 139 MB
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### Dataset Summary
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The dataset includes review comments from sources like TrustPilot and comments from social media platforms.
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It's a binary sentiment dataset where a label of 0 represents "offensive" text and a label of 1 indicates non-offensive text.
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### Supported Tasks
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Sentiment classification is the intended task for this dataset.
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### Languages
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The dataset includes text in Danish (da), Norwegian (no), Swedish (sv), and English (en).
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## Dataset Structure
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An example from the dataset looks as follows.
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```
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{
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"text": "some text",
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"label": 0,
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"language": "en",
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"dataset": dataset origin
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}
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```
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### Data Fields
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- `text`: a `string` feature.
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- `label`: an `int64` feature.
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- `language`: a `string` feature.
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- `dataset`: a `string` feature.
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The `dataset` feature specifies the sample's source. If it's `danish-some-sentiment.tsv`, it's a social media comment; otherwise, it's a review comment. See `Source Data` for more information.
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#### Number of samples
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- Train: 670,450
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- Val: 3,386
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- Test: 3,386
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#### Label distribution
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- Class 0: 195,242
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- Class 1: 481,980
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#### Text lengths (Number of characters)
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- Minimum: 1
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- Maximum: 22,689
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- Mean: 180.0
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- Median: 76.0
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## Dataset Creation
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### Curation Rationale
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Larger sentiment datasets in the Scandinavian languages are needed to improve sentiment model training for these languages.
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### Source Data
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The dataset is a compilation of multiple datasets.
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*Review datasets*:
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- `da-reviews.tsv`
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- `da.csv`
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- `en.csv`
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- `no.csv`
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- `sv.csv`
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*Social media comment datasets*:
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- `danish-some-sentiment.tsv`
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For specific dataset inquiries, please contact [Oliver Kinch](https://huggingface.co/oliverkinch)
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## Additional Information
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### Dataset Curators
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[Oliver Kinch](https://huggingface.co/oliverkinch) from the [The Alexandra
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Institute](https://alexandra.dk/)
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### Licensing Information
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The dataset is licensed under the [CC0
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license](https://creativecommons.org/share-your-work/public-domain/cc0/).
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