Analysis : anshgandhi.wordpress.com
There are two text files for POSITIVE & NEGATIVE opinion words (or sentiment words).
This file and the papers can all be downloaded from
http://www.cs.uic.edu/~liub/FBS/sentiment-analysis.html
If you use this list, please cite one of the following two papers:
- Minqing Hu and Bing Liu. "Mining and Summarizing Customer Reviews." Proceedings of the ACM SIGKDD International Conference on Knowledge Discovery and Data Mining (KDD-2004), Aug 22-25, 2004, Seattle, Washington, USA,
- Bing Liu, Minqing Hu and Junsheng Cheng. "Opinion Observer: Analyzing and Comparing Opinions on the Web." Proceedings of the 14th International World Wide Web conference (WWW-2005), May 10-14, 2005, Chiba, Japan.
Notes:
- The appearance of an opinion word in a sentence does not necessarily mean that the sentence expresses a positive or negative opinion.
- Bing Liu. "Sentiment Analysis and Subjectivity." An chapter in Handbook of Natural Language Processing, Second Edition, (editors: N. Indurkhya and F. J. Damerau), 2010.
- You will notice many misspelled words in the list. They are not mistakes. They are included as these misspelled words appear frequently in social media content.
- See the paper below: