Datasets:
Tasks:
Text Classification
Sub-tasks:
sentiment-classification
Languages:
Swedish
Multilinguality:
monolingual
Size Categories:
100K<n<1M
Language Creators:
found
Annotations Creators:
found
Source Datasets:
original
Tags:
License:
| annotations_creators: | |
| - found | |
| language_creators: | |
| - found | |
| language: | |
| - sv | |
| license: | |
| - unknown | |
| multilinguality: | |
| - monolingual | |
| size_categories: | |
| - 100K<n<1M | |
| source_datasets: | |
| - original | |
| task_categories: | |
| - text-classification | |
| task_ids: | |
| - sentiment-classification | |
| pretty_name: Swedish Reviews | |
| dataset_info: | |
| features: | |
| - name: text | |
| dtype: string | |
| - name: label | |
| dtype: | |
| class_label: | |
| names: | |
| '0': negative | |
| '1': positive | |
| config_name: plain_text | |
| splits: | |
| - name: test | |
| num_bytes: 6296541 | |
| num_examples: 20697 | |
| - name: validation | |
| num_bytes: 6359227 | |
| num_examples: 20696 | |
| - name: train | |
| num_bytes: 18842891 | |
| num_examples: 62089 | |
| download_size: 11841056 | |
| dataset_size: 31498659 | |
| # Dataset Card for Swedish Reviews | |
| ## Table of Contents | |
| - [Dataset Description](#dataset-description) | |
| - [Dataset Summary](#dataset-summary) | |
| - [Supported Tasks and Leaderboards](#supported-tasks-and-leaderboards) | |
| - [Languages](#languages) | |
| - [Dataset Structure](#dataset-structure) | |
| - [Data Instances](#data-instances) | |
| - [Data Fields](#data-fields) | |
| - [Data Splits](#data-splits) | |
| - [Dataset Creation](#dataset-creation) | |
| - [Curation Rationale](#curation-rationale) | |
| - [Source Data](#source-data) | |
| - [Annotations](#annotations) | |
| - [Personal and Sensitive Information](#personal-and-sensitive-information) | |
| - [Considerations for Using the Data](#considerations-for-using-the-data) | |
| - [Social Impact of Dataset](#social-impact-of-dataset) | |
| - [Discussion of Biases](#discussion-of-biases) | |
| - [Other Known Limitations](#other-known-limitations) | |
| - [Additional Information](#additional-information) | |
| - [Dataset Curators](#dataset-curators) | |
| - [Licensing Information](#licensing-information) | |
| - [Citation Information](#citation-information) | |
| - [Contributions](#contributions) | |
| ## Dataset Description | |
| - **Homepage:** [swedish_reviews homepage](https://github.com/timpal0l/swedish-sentiment) | |
| - **Repository:** [swedish_reviews repository](https://github.com/timpal0l/swedish-sentiment) | |
| - **Point of Contact:** [Tim Isbister](mailto:timisbisters@gmail.com) | |
| ### Dataset Summary | |
| The dataset is scraped from various Swedish websites where reviews are present. The dataset consists of 103 482 samples split between `train`, `valid` and `test`. It is a sample of the full dataset, where this sample is balanced to the minority class (negative). The original data dump was heavly skewved to positive samples with a 95/5 ratio. | |
| ### Supported Tasks and Leaderboards | |
| This dataset can be used to evaluate sentiment classification on Swedish. | |
| ### Languages | |
| The text in the dataset is in Swedish. | |
| ## Dataset Structure | |
| ### Data Instances | |
| What a sample looks like: | |
| ``` | |
| { | |
| 'text': 'Jag tycker huggingface är ett grymt project!', | |
| 'label': 1, | |
| } | |
| ``` | |
| ### Data Fields | |
| - `text`: A text where the sentiment expression is present. | |
| - `label`: a int representing the label `0`for negative and `1`for positive. | |
| ### Data Splits | |
| The data is split into a training, validation and test set. The final split sizes are as follow: | |
| | Train | Valid | Test | | |
| | ------ | ----- | ---- | | |
| | 62089 | 20696 | 20697 | | |
| ## Dataset Creation | |
| ### Curation Rationale | |
| [More Information Needed] | |
| ### Source Data | |
| Various Swedish websites with product reviews. | |
| #### Initial Data Collection and Normalization | |
| #### Who are the source language producers? | |
| Swedish | |
| ### Annotations | |
| [More Information Needed] | |
| #### Annotation process | |
| Automatically annotated based on user reviews on a scale 1-5, where 1-2 is considered `negative` and 4-5 is `positive`, 3 is skipped as it tends to be more neutral. | |
| #### Who are the annotators? | |
| The users who have been using the products. | |
| ### Personal and Sensitive Information | |
| [More Information Needed] | |
| ## Considerations for Using the Data | |
| [More Information Needed] | |
| ### Social Impact of Dataset | |
| [More Information Needed] | |
| ### Discussion of Biases | |
| [More Information Needed] | |
| ### Other Known Limitations | |
| [More Information Needed] | |
| ## Additional Information | |
| [More Information Needed] | |
| ### Dataset Curators | |
| The corpus was scraped by @timpal0l | |
| ### Licensing Information | |
| Research only. | |
| ### Citation Information | |
| No paper exists currently. | |
| ### Contributions | |
| Thanks to [@timpal0l](https://github.com/timpal0l) for adding this dataset. |