Studying consumer response to offerings is the bedrock of any consumer business whether in designing products, services and content, how these are packaged and finally communicated to consumers either online or offline. Various decisions made by brands, their advertisement and marketing agencies, content creators rely on the expected perception and reaction of the consumer. The media and entertainment industry too, for which viewership levels is the key success metric, depends on its ability to predict what content will work for different demographics.