Algorithmic experiments yield large amounts of data that depends on many parameters. This paper collects a number of rules for presenting this data in concise, meaningful, understandable graphs that have su ciently high quality to be printed in scienti c journals. The focus is on common sense rules that are frequently useful and can be easily implemented using tools such as gnuplot1 .