CZLC/fb_sentiment_balanced

---
language:
- cs
license: cc-by-nc-sa-4.0
task_categories:
- text-classification
---
## Introduction
This is a class-balanced version of subset from CSFD sentiment dataset collected from Facebook. The work was originaly published in paper Sentiment Analysis in Czech Social Media Using Supervised Machine Learning (citation below).

## Format

This dataset uses the following jsonl format:

```json
{
"id": unique identifier,
"query": text for sentiment analysis,
"choices": sentiment classes ["negativní","neutrální","pozitivní"],
"gold": index of gold class
}
```

## Citation of the original paper

Please, cite the original article if you use any of the available resources.

```
@inproceedings{Habernal.Brychcin.2013b,
author = {Ivan Habernal and Tom\'{a}\v{s} Brychc\'{i}n},
title = {Unsupervised Improving of Sentiment Analysis Using Global Target Context},
booktitle = {Proceedings of RANLP 2013},
year = {2013},
publisher = {Association for Computational Linguistics},
}
```

Original webpage: https://corpora.kiv.zcu.cz/sentiment/