# Dataset Card for sarcasm_headlines_multilingual

size_categories:
- 100k<n
source_datasets:
- original
- https://www.kaggle.com/datasets/rmisra/news-headlines-dataset-for-sarcasm-detection
- https://www.kaggle.com/datasets/maxscheijen/dutch-news-articles
languages:
- en
- it
- nl
multilinguality:
- multilingual
task_categories:
- text_classification

## Table of Contents
- [Dataset Description](#dataset-description)
  - [Dataset Summary](#dataset-summary)
  - [Supported Tasks](#supported-tasks-and-leaderboards)
  - [Languages](#languages)
- [Dataset Structure](#dataset-structure)
  - [Data Instances](#data-instances)
  - [Data Fields](#data-instances)
  - [Data Splits](#data-instances)
- [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)

## Dataset Description

- Repository: https://github.com/helinivan/multilingual-sarcasm-detector

### Dataset Summary

Dataset consists of news article headlines in Dutch, English and Italian. The news article headlines are both from actual news sources and sarcastic/satirical newspapers. The news article is determined sarcastic/non-sarcastic based on the news article source.

The sources of news articles are:
- The Huffington Post (en, non-sarcastic)
- The Onion (en, sarcastic)
- NOS (nl, non-sarcastic)
- De Speld (nl, sarcastic)
- Il Giornale (it, non-sarcastic)
- Lercio (it, sarcastic)

### Languages

`en`, `nl`, `it`

## Dataset Structure

### Data Instances

total_length: 67480
sarcastic: 25,609
non_sarcastic: 41,817
english: 22,837
dutch: 20,771
italian: 23,871

### Data Fields

- article_url: str
- article_title: str
- is_sarcastic: int
- lang: str
- title_length: int

## Dataset Creation

### Source Data

English news article titles are gathered from this Kaggle dataset: https://www.kaggle.com/datasets/rmisra/news-headlines-dataset-for-sarcasm-detection
Dutch non-sarcastic news article titles are gathered from this Kaggle dataset: https://www.kaggle.com/datasets/maxscheijen/dutch-news-articles

Rest of the data is scraped directly from the newspapers.