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Each assay was measured with 3 parameters (T, D, and P) for 3 days. Some assay has missing all values or values of one/two parameter/s.

Each assay was measured with 3 parameters (T, D, and P) for 3 days. Some assay has missing all values or values of one/two parameter/s. The data is given in the table below:

nameT1D1P1T2D2P2T3D3P3
A0.125210.95310.7551
BNANANA0.95220.5542
C0.36030.85120.6360NA
D0.45140.83563NANA3

Question:

a) find out the number of missing data (i.e. count NA values) for each assay. Summarize how many assays have complete measurements, how many are missing one/or more values (Use is.na(), apply(), sum())

b) for each parameter (T,D, and P), make a boxplot for each timepoint to check if there are any outliers. ( First, reshape the data to combine observations for the same parameter across each timepoint into a one vector/or data frame first. Do that for all parameteres)

c) re-arrange the data to make time series plot for each parameter using facet_wrap() in ggplot

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