pymlask is a Python version of ML-Ask (eMotive eLement and Expression Analysis system)

For details about ML-Ask, See http:https://arakilab.media.eng.hokudai.ac.jp/~ptaszynski/repository/mlask.htm

See also http:https://qiita.com/yukinoi/items/ef6fb48b5e3694e9659c (in Japanese)

Contributions are welcome!

Modified dictionary version

pip install pymlask

ML-Ask Original dictionary version

pip install git+https://github.com/ikegami-yukino/pymlask@original

from mlask import MLAsk
emotion_analyzer = MLAsk()
emotion_analyzer.analyze('彼のことは嫌いではない！(;´Д`)')
# => {'text': '彼のことは嫌いではない！(;´Д`)',
#     'emotion': defaultdict(<class 'list'>,{'yorokobi': ['嫌い*CVS'], 'suki': ['嫌い*CVS'], 'iya': ['嫌']}),
#     'orientation': 'mostly_POSITIVE',
#     'activation': 'ACTIVE',
#     'emoticon': ['(;´Д`)'],
#     'intension': 2,
#     'intensifier': {'exclamation': ['！'], 'emotikony': ['´Д`', 'Д`', '´Д', '(;´Д`)']},
#     'representative': ('yorokobi', ['嫌い*CVS'])
#     }

The BSD 3-Clause License

ML-Ask Python: The BSD 3-Clause License (c) 2017 Yukino Ikegami. All Rights Reserved.

ML-Ask (original): The BSD 3-Clause License (c) 2007-2013, Michal Ptaszynski, Pawel Dybala, Rafal Rzepka, Kenji Arakii. All Rights Reserved.