Some common relationship words indicate a contrasting relationship between parts of a sentence, such as however, despite, in contrast, although.
others indicate a parallel relationship, such as also, in addition, similarly, furthermore.
This is a frequent issue in SAT wrong answer choices.
** When you see a relationship word, look for context clues in the sentence to determine whether the word is used correctly-commas and semicolons can tell you a great deal.