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Sentiment Analysis
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Are there any sentiment analysis packages? This one keeps coming up when I search but it doesn't look maintained.

I would like to analyze a large number of forum posts and give them a score (mainly positive or negative, but knowing things like anger, frustration, etc. would be even better). What is the best way to go about this? I do not currently have any pre-labeled training data, it is just raw text.

Author
Account Strength
100%
Account Age
13 years
Verified Email
Yes
Verified Flair
No
Total Karma
46,721
Link Karma
3,043
Comment Karma
43,589
Profile updated: 3 days ago
Posts updated: 8 months ago

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Posted
8 years ago