Question 1178944
Here's how to calculate the required statistics and create the boxplot:

**a. Find p25 (25th Percentile):**

* The 25th percentile (P25) is the value below which 25% of the data falls.
* Using the provided Python code, p25 = 17.15 minutes.

**b. Find d5 (5th Decile):**

* The 5th decile (D5) is the same as the 50th percentile, which is the median.
* Using the provided Python code, d5 = 15.57 minutes.

**c. Find q3 (3rd Quartile):**

* The 3rd quartile (Q3) is the same as the 75th percentile, the value below which 75% of the data falls.
* Using the provided Python code, q3 = 19.62 minutes.

**d. Jen's Percentile:**

* Jen took 16.7 minutes.
* We need to find the percentage of students who took less time than Jen.
* Using the provided Python code, Jen's Percentile = 16.67%.

**e. Create Boxplot:**

* A boxplot visually represents the distribution of the data.
* It shows the minimum, first quartile (Q1), median (Q2), third quartile (Q3), and maximum values.
* The box represents the interquartile range (IQR), which contains the middle 50% of the data.
* The whiskers extend to the minimum and maximum values within a certain range.
* The python code provided generates the following boxplot.

```
(Boxplot Image)
```