Data cleaning
Pivot tables were used to check for correct number of treatments per rep. As per example at left there should be two treatments per rep for a total of 10. Deviations for this were verified and corrected if needed.
SAS was also used to look at data see attached
Box plots
The table to the left was used as a guide for number of replications expected for each trial while viewing with pivot table.