tetlabo / sentimentja

sentimentjaリポジトリが削除される直前のものを偶然クローンしていたので公開します。内容についての問い合わせ、対応はできません。

sentimentja

Sentiment Analyzer for Japanese Language

• all versions: https://github.com/sugiyamath/sentiment_ja/tags
• train your own model: https://github.com/sugiyamath/sentiment_ja_train

Installation

You can use make command.

git clone https://github.com/sugiyamath/sentiment_ja
cd sentiment_ja
make

or just simply this:

git clone https://github.com/sugiyamath/sentiment_ja
cd sentiment_ja
python setup.py install

Example usage

from sentimentja import Analyzer
from pprint import pprint

analyzer = Analyzer()
pprint(analyzer.analyze([
    "final fantasy 14 超楽しい",
    "クソゲーはつまらん",
    "エアリスが死んで悲しい",
    "冒険の書が消える音こわい",
    "廃人ゲーマーのスキルすごい",
    "ケフカキモい"
]))

[result]

[{'emotions': {'angry': 0.113675155,
               'disgust': 0.115149096,
               'fear': 0.10165207,
               'happy': 0.7016944,
               'sad': 0.2467626,
               'surprise': 0.13182622},
  'sentence': 'final fantasy 14 超楽しい'},
 {'emotions': {'angry': 0.31707087,
               'disgust': 0.1622563,
               'fear': 0.14181371,
               'happy': 0.23686178,
               'sad': 0.36883706,
               'surprise': 0.1088921},
  'sentence': 'クソゲーはつまらん'},
 {'emotions': {'angry': 0.10301053,
               'disgust': 0.09832993,
               'fear': 0.111722335,
               'happy': 0.09970104,
               'sad': 0.8859446,
               'surprise': 0.102533355},
  'sentence': 'エアリスが死んで悲しい'},
 {'emotions': {'angry': 0.09739415,
               'disgust': 0.13288762,
               'fear': 0.6327518,
               'happy': 0.096388154,
               'sad': 0.3440729,
               'surprise': 0.09998626},
  'sentence': '冒険の書が消える音こわい'},
 {'emotions': {'angry': 0.10138765,
               'disgust': 0.14274225,
               'fear': 0.33686018,
               'happy': 0.15706311,
               'sad': 0.1737709,
               'surprise': 0.49469906},
  'sentence': '廃人ゲーマーのスキルすごい'},
 {'emotions': {'angry': 0.114263475,
               'disgust': 0.6433052,
               'fear': 0.20415862,
               'happy': 0.11632563,
               'sad': 0.1609963,
               'surprise': 0.096255496},
  'sentence': 'ケフカキモい'}]