I used to scrub the surveys. The scrubbing process involves the use of Ms Excel. I had to find the speeder, inattentive, bad respondents in the surveys on various criteria decided by the client. The few commands I have used in the process are Vlookup, count, sum, countif, and some data validation techniques to find the duplicates.