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Table 6 Comparison with other sentiment analysis tools

From: A novel adaptable approach for sentiment analysis on big social data

  The proposed approach Rapidminer IBM Watson Meaning cloud StreamCrab
Automatically constructed dictionary Yes No No No No
Context-based dictionary Yes No/customizable No/customizable No No
Classification degree (Highly, moderately, lightly) positive, negative and neutral Positive, negative and neutral/customizable Positive, negative and neutral Positive, negative and neutral Positive and negative
Intensifier Yes No No No No
Big data tools Yes No (integrable with Hadoop) Yes No No
Visualization No Yes Yes Yes Yes (limited)