https://github.com/benbahrenburg/SentimentlySwift

Sentiment Analysis Swift Playground
https://github.com/benbahrenburg/SentimentlySwift

Last synced: 3 months ago
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Sentiment Analysis Swift Playground

• Host: GitHub
• URL: https://github.com/benbahrenburg/SentimentlySwift
• Owner: benbahrenburg
• License: mit
• Created: 2017-07-02T07:22:13.000Z (over 7 years ago)
• Default Branch: master
• Last Pushed: 2017-07-06T17:41:09.000Z (over 7 years ago)
• Last Synced: 2024-04-22T12:32:10.441Z (7 months ago)
• Language: Swift
• Size: 60.5 KB
• Stars: 13
• Watchers: 2
• Forks: 1
• Open Issues: 0
• Metadata Files:
  • Readme: README.md
  • License: LICENSE

Awesome Lists containing this project

• Awesome-Swift-Playgrounds - SentimentlySwift - Sentiment analysis in Swift. (Miscellaneous / SpriteKit)

README

        
# SentimentlySwift

A Sentiment Analysis Swift Playground using the [AFINN-165](http://www2.imm.dtu.dk/pubdb/views/publication_details.php?id=6010) wordlist and [Emoji Sentiment Ranking](http://journals.plos.org/plosone/article?id=10.1371/journal.pone.0144296) to perform [sentiment analysis](http://en.wikipedia.org/wiki/Sentiment_analysis) on a given phrase.

More details available in [this blog post](https://bencoding.com/2017/07/06/sentiment-analysis-using-swift/).

### Features

- Provider own weight adjustments or use the defaults

- Phrase tokenized using NSLinguisticTagger

-[ Lemmatization](https://nlp.stanford.edu/IR-book/html/htmledition/stemming-and-lemmatization-1.html) word matching used to determine weights

- Override / provide weights at an instance or phrase level

#### Considerations

- English only, ie AFINN and Emoji Ranking are in English.  Would be grateful for PRs with additional language support

- Swift 3 support, only at the moment

#### Roadmap

- CocoaPods Support

- Swift 4

SentimentlySwift is based on the [sentiment](https://github.com/thisandagain/sentiment) and [sentiment-v2](https://github.com/rajatsharma305/sentiment-v2) node.js packages.