A parser takes tokens and builds a data structure like an abstract syntax tree (AST). The parser is concerned with context: does the sequence of tokens fit the grammar? A compiler is a combined lexer ...

(Here's a nice blog post on why). For a really good semi-manual GUI solution, check out tabula. In fact this package uses tabula's pdf parsing library under the hood. Since bank statements are ...