Topic Modeler based on Latent Semantic Analysis. Used to identify commonalities and differences within a corpus of documents. Identifies the top 5% of keywords for each topic that appears in the set of documents and identifies the documents with the strongest association to each topic. Our corpus consists of sell-side reports on many companies p…