Please solve this question with python coding.

l. The effect of five different ingredients (A, B, C, D, E) on reaction time of a chemical process is being studied. Each batch of new material is only large enough to permit five runs to be made. Furthermore, each run requires approximately one and half hours, so only five runs can be made in one day (8-hour batch). The experimenter decided to run the experiment as a Latin square so that day and batch effects can be systematically controlled. He obtained the data as follows. Analyze the data from this experiment (use a: = 0.05) and draw conclusions. Day Batch 1 2 3 4 5 1 A=8 8:7 0:1 0:7 E=3 C=1'l E=2 A=7 0:3 8:8 8:4 A=9 C=10 E='l D=5 D=6 C=8 E=6 8:6 A=10 E=4 D=2 B=3 A=8 C=8 01-wa