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Dataset Card for Swedish Reviews
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 label0
for negative and1
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 for adding this dataset.
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