Recording sheets should meet the following require- ments: a. Field data should be usable directly for processing; eliminating transcriptions saves time, cuts the costs of trials,and eliminates one source of error. b. There should always be at least one original and one copy of records. c. Records should be easy to read; this implies not too many records per sheet. d. Sheet size should be such that it can easily be handled in the field, as well as filed in standard files. Processing Before data are analyzed, they must be inspected for irregularities, processed,and standardized. Unusual values Before any data analysis is attempted, the patterns of variation in the data should be studied. Attention should be given to numbers which appear to be unusual (called outliers), and those which are missing (called missing plots). An attempt should also be made to see if the variation is homogeneous throughout the data set. The range is a useful device for this. An example of the use of the range, to look for non-homogeneity of variation, is illustrated with field data from a trial with six treatments and three replications: BLOCK I BLOCK II BLOCK III Treatment 1 40 60 80 Treatment 2 30 55 120 Treatment 3 20 70 92 Treatment 4 20 42 60 Treatment 5 40 58 80 Treatment 6 50 68 92 The range in yield for each of the treatments is obtained by finding the difference between the highest and lowest values in each treatment: