References

@inproceedings{araujo2016@sac,

author = { Araujo, Matheus and Reis, Julio and Pereira, Adriano and Benevenuto, Fabricio},

title     = {An Evaluation of Machine Translation for Multilingual Sentence-level Sentiment Analysis},

booktitle = {Proceedings of the 31st ACM symposium on Applied computing},

month = {April},

address = {Pisa, Italy},

year = {2016}

}

 

If you want to use our dataset, please let us know by email at ifeel AT dcc.ufmg.br.

 

 

Database

The dataset used in the paper An Evaluation of Machine Translation for Multilingual Sentence-level Sentiment Analysis, published in 31st ACM symposium on Applied computing, is available for use in a Text file format.

 

The dataset is in excel format. Each line has its correspondent classification (-1 negative, 0 neutral, 1 positive). A brief description of the data shared can be found bellow.

 

 

Language

#Positive Lines

#Negative Lines

Description

arabic

1000

1000

Tweets in Arabic

dutch

88

63

Tweets in Dutch

english_reviews

2128

1482

Amazon Reviews

english_twitter

2897

1299

Tweets English

french

159

160

Tweets in French

german

143

95

Tweets in German

italian

820

1422

Tweets in Italian

portuguese

297

213

Tweets in Portuguese

russian

1145

1188

Tweets in Russian

spanish

683

350

Tweets in Spanish

turkish

5600

2800

Tweets in Turkish