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CZLC/fb_sentiment_balanced

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: { "id": unique identifier, "query": text for sentiment analysis, "choices": sentiment classes ["negativní","neutrální","pozitivní"], "gold": index of gold… See the full description on the dataset page: https://huggingface.co/datasets/CZLC/fb_sentiment_balanced.

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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/