Table $1$ displays streamflow data for six stations. By using the data in Table $1($at the last page$)$:

$($a$)$

Copy the data from Table $1$ and catalogue it into a CSV file named "myData".

$($b$)$

Inspect outliers for each station using a Grubbs test, with a $=0\mathrm{.}05.$

$($c$)$

Decide on the conclusion based on the findings in $1($b$).$

$($d$)$

Identify any outliers$)$ in e$$ch station and remove them from the dataset.

$($e$)$

Examine the rationale behind outlier detection in streamflow analysis.

$[34$ marks$]$

$2.$ Using the dataset from the analysis in $1($c$)$:

$($a$)$

Calculate the Coefficient of Variation $($CV$),$ Coefficient of Skewness $($Cs$),$ and Coefficient of Kurtosis $($Ck$)$ for each streamflow dataset.

$($b$)$

Discuss the significance of each measure in terms of understanding the characteristics of streamflow data.