Sentiment analysis in Kotlin.
Dictionaries included:
- English Language 🇬🇧
- Danish Language 🇩🇰
- Emoticons :) :/ :(
- Emojis 🤣 🤤 👿
Add this line to your project's dependencies:
implementation("org.afinn:afinn:1.0.0")Add the following dependency to your pom.xml file:
<dependency>
<groupId>org.afinn</groupId>
<artifactId>afinn</artifactId>
<version>1.0.0</version>
</dependency>Or install it yourself as:
$ mvn install org.afinn:afinn:1.0.0
import org.afinn.Afinn
val afinn = Afinn(language = "da", emoticons = true)
println(afinn.score("Hvis ikke det er det mest afskyelige flueknepperi..."))
// Output: -8.0
val afinnEnglish = Afinn(language = "en")
println(afinnEnglish.scoreToWords("I had a slow puncture that needed attending to and they took care of it very well. Friendly and efficient staff and a clean and tidy work area. Happy to recommend them and will use them in the future."))
// Output: "Positive"The dictionaries used in this repository are from a project by Finn Årup Nielsen: https://github.com/fnielsen/afinn/tree/master/afinn/data
For more information visit: http://corpustext.com/reference/sentiment_afinn.html
Paper with supplement: http://www2.imm.dtu.dk/pubdb/views/edoc_download.php/6006/pdf/imm6006.pdf
- https://github.com/fnielsen/afinn - Sentiment analysis in Python with AFINN word list
- https://github.com/darenr/afinn - Sentiment analysis in JavaScript with AFINN word list
- https://github.com/prograils/afinn - Sentiment analysis in Ruby with AFINN word list
- https://github.com/kupolak/afinn - Sentiment analysis in Elixir with AFINN word list
Bug reports and pull requests are welcome on GitHub at Afinn GitHub Repository.