How can Stanford corenlp be used for Sentiment Analysis?

[adishankar710]

Hi I am planning to use python wrapper for corenlp for sentiment analysis in my lectures. Can someone please point me to some right documentation? It is a bit urgent. Thanks in advance

[cuzzo]

Hey @adishankar710 ,

I'm wondering the same thing. Were you ever able to get it working?

Thanks!

[AlexFine]

Here's an example:

from pycorenlp import StanfordCoreNLP
nlp = StanfordCoreNLP('http://localhost:9000')
sentence = nlp.annotate("I'm so happy that CoreNLP has sentiment", properties={
    'annotators': 'sentiment',
    'outputFormat': 'json',
    'timeout': 1000,
})

for s in sentence["sentences"]:
    print(s['sentimentDistribution'])
    print(s["sentiment"])