Import data from a pdf into a spreadsheet

I need a set of words/phrases imported from a vocabulary list pdf into a spreadsheet. The words are listed in two columns in the pdf, one in French and one in English.

This means using the Excel Text Import Wizard, and tidying up the data where it's split phrases in the wrong place.

There are about 5000 word/phrase pairs, of which a quarter are already done, which can serve as a guide to how the spreadsheet should be formatted.