Method and system for generating a transitory sentiment community

A server computing system for generating a transitory sentiment community, the server computing system comprising:

• a processor;
• a memory storing a set of instructions, the instructions when executed in the processor causing operations comprising:
• identifying, in accordance with a supervised trained model, within agglomerated social media content data, content associated with a subject of interest and characterized in accordance with one of a sentiment expressive usage and not a sentiment expressive usage, the subject of interest defined in accordance with at least one text character string;
• performing, based on an unsupervised trained model in conjunction with content associated with the sentiment expressive usage, a sentiment analysis that determines a sentiment intensity rating associated with at least a portion of the agglomerated social media content data;
• and
• generating the transitory sentiment community based at least in part on the sentiment intensity rating.