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Data Science/Learning path
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← 2. Describing Data
Lesson 3.4 6 min · 153 words

Worked eight-number calculation

Writing the steps makes your answer easier to check and helps you avoid mixing sample and population formulas.

Additional practice example, not your personalised Lab 2 output: 35, 40, 45, 50, 60, 65, 70, 75 points.

Quantity Calculation and answer
Sum and n 440 points; n = 8
Mean 440 / 8 = 55 points
Median (50 + 60) / 2 = 55 points
Deviations -20, -15, -10, -5, 5, 10, 15, 20
Squared deviations 400, 225, 100, 25, 25, 100, 225, 400
Sum of squared deviations 1,500 points squared
Sample variance and SD 1,500 / 7 = 214.286 points squared; SD = 14.639 points
Population variance and SD 1,500 / 8 = 187.5 points squared; SD = 13.693 points

Show the intermediate steps in a hand-calculation question. Round the final answer, not each intermediate deviation or fitted parameter.

Sources: W2 PDF pp. 2-60; L2 Sections 1-8. The personalised Lab 2 has 240 synthetic students, unlike the 1,200-student lecture dataset. Do not mix their numbers.

Practice problems

Supplementary study questions on the lecture concepts — not verbatim exam questions. Each answer counts toward spaced review.

1. Conceptual understanding

Definitions and distinctions.

Question 1 of 6 · +5 XP

The eight practice scores sum to 440. What is their mean?

Question 2 of 6 · +5 XP

For n=8 and squared deviations summing to 1,500, what is sample variance?

2. Application

Apply the concept to a case or calculation.

Question 3 of 6 · Median positions · +5 XP

For eight sorted values, which positions determine the numeric median?

Question 4 of 6 · Deviation check · +5 XP

What should the deviations from the sample mean sum to, apart from rounding?

3. Interpretation and limitations

Evaluate assumptions and justify conclusions.

Question 5 of 6 · Population calculation · +5 XP

Squared deviations total 1,500 for eight scores. What is population-style variance?

Question 6 of 6 · Units and rounding · +5 XP

Which is a correct sample-SD report for the eight-score example?

Explain it in writing

Self-checked, not marked. Write a few sentences, then compare with the example answer. Your writing is saved as you type.

Show an example answer

There are eight sorted values. The median is the average of positions 4 and 5: (50+60)/2=55. A summary need not be an observed value.

Check: did you answer the question, use evidence or working, and avoid claiming more than the evidence supports?

Show an example answer

It divides the same squared-deviation total by 8, giving 187.5 points squared, rather than dividing by 7 for sample variance.

Check: did you answer the question, use evidence or working, and avoid claiming more than the evidence supports?

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