A Profit and Loss Statement provides a comprehensive picture of a company's financial standing over a specific period. By meticulously scrutinizing the various items of this statement, investors and stakeholders can derive valuable knowledge into a company's success. Key indicators to assess include revenue, expenses, and the resulting net income.

Proving ground for artificial intelligence, Natural Language Processing (PNL) powers computers to analyze human language. Core to PNL are indicators that quantify the efficacy of these systems. Some important metrics include recall, which gauge how precisely a system classifies information. Another critical metric is F1-score, which provides a bala