This notebook explores the Finance Proposition Bank dataset. FinProp consists of proposition bank-style annotations of legal domain sentences extracted from former IBM annual financial reports. Each of the approximately 1,000 sentences are annotated with a layer of “universal” semantic role labels covering parts of speech, argument labeling, and predicate labeling.