Chinastark/bird_dataset huggingface dataset:
Column: App
Data format: text
Description: Name of app
Column: Translated_Review
Data format: text
Description: User review (Preprocessed and translated to English)
Value description: nan 42%
Good 0%
Other (37185) 58%
Column: Sentiment
Data format: text
Description: Overall user rating of the app (as when scraped)
Value description: commonsense evidence:
Positive: user holds positive attitude towards this app
Negative: user holds positive attitude / critizes on this app
Neural: user holds neural attitude
nan: user doesn't comment on this app.
Column: Sentiment_Polarity
Name: Sentiment Polarity
Data format: text
Description: Sentiment polarity score
Value description: commonsense evidence:
• score >= 0.5 it means pretty positive or pretty like this app.
• 0 <= score < 0.5: it means user mildly likes this app.
• -0.5 <= score < 0: it means this user mildly dislikes this app or slightly negative attitude
• score <-0.5: it means this user dislikes this app pretty much.
Column: Sentiment_Subjectivity
Name: Sentiment Subjectivity
Data format: text
Description: Sentiment subjectivity score
Value description: commonsense evidence:
more subjectivity refers to less objectivity, vice versa.