First, we will tabulate the given data in the scatter plot and then proceed.
Now, we will calculate the percentage difference of BMI with respect to Body fat % using the formula, % difference= $$\frac{BMI-Body\ Fat\%}{Body\ Fat\%}\times100\ $$
We will get the following table:
When arranged in ascending order, we get P9, P2, P8, P14, P1, P10, P7, P4, P3, P12, P13, P5, P6, P11
Group 1 has: P9, P2, P8, P14, P1, P10, P7
Group 2 has: P4, P3, P12, P13 and
Group 3 has: P5, P6, P11.
Now, the point 3/ clue 3 says that the data of children were at the
extremes. So, P9 andP7 from G1; P4 and P13 from G2; and one or both of
P5 and P6 along with P11 are children.
In G1, the data of P14 forms the median. Hence, he is a male and rest all are the females.
Therefore, in G1: Children= P9 and P7. Male= P14. Female= P2, P8, P1, P10.
In G2: Children= P4 and P13. It has no male (Clue 4). Females= P3 and P12.
In G3:
Case 1- P5 and P6 and children. P11 is a male.
Case 2- P6 and P11 are children. P5 is a male.
In total, there are 6 children in the team of 14 members- P9, P7, P4, P13, P6 and P11/P5. [P11 and P5 both have 'k' value of 66.67]
Average % change of BMI w.r.t. Body fat%= $$\dfrac{\left(11.54+26.32+31.58+41.18+144.44+66.67\right)}{6}=53.62$$