We are to test against test.csv

test_raw.csv was given for those who want to do their own preprocessing of the raw data or want to better understand the data with punctuations. If you decide to use test_raw.csv though, you must remove all punctuations, extra white spaces and new lines.

This is per my understanding, I stand corrected.