Thats a unique idea.You should consider the following idea to enhance your idea so that it would impact uniquely: The emergence and global adoption of social media has rendered possible the real-time estimation of population-scale sentiment, bearing profound implications for our understanding of human behavior. Given the growing assortment of sentiment measuring instruments, comparisons beten them are evidently required. Here,  perform detailed tests of 6 dictionary-based methods applied to 4 different corpora, and briefly examine a further 8 methods.  show that a dictionary-based method will only perform both reliably and meaningfully if (1) the dictionary covers a sufficiently large enough portion of a given text's lexicon when ighted by word usage frequency; and (2) words are scored on a continuous scale.
['Andrew J. Reagan', 'Brian Tivnan', 'Jake Ryland Williams', 'Christopher M. Danforth', 'Peter Sheridan Dodds']
I am writing a research paper on a idea Benchmarking sentiment analysis methods for large-scale texts: A case for using continuum-scored words and word shift graphs
[{"from": "human", "value": "I am writing a research paper on a idea Benchmarking sentiment analysis methods for large-scale texts: A case for using continuum-scored words and word shift graphs"}, {"from": "gpt", "value": "Thats a unique idea.You should consider the following idea to enhance your idea so that it would impact uniquely: The emergence and global adoption of social media has rendered possible the real-time estimation of population-scale sentiment, bearing profound implications for our understanding of human behavior. Given the growing assortment of sentiment measuring instruments, comparisons beten them are evidently required. Here,  perform detailed tests of 6 dictionary-based methods applied to 4 different corpora, and briefly examine a further 8 methods.  show that a dictionary-based method will only perform both reliably and meaningfully if (1) the dictionary covers a sufficiently large enough portion of a given text's lexicon when ighted by word usage frequency; and (2) words are scored on a continuous scale."}]