Unit 16 · Interpreting and discussing results

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16.1 Mode, median and range Statistics and probability

  • The mode is the value that occurs most often.
  • The median is the middle value — but only once the data is in order.
  • With an even number of values, the median is halfway between the middle two.
  • The range is largest − smallest. It measures spread, not average.
  • With n values in order, the median is in position (n + 1) ÷ 2.
  • The mode must be one of the values; the median need not be.
  • A set can have no mode, and saying so is a proper answer.
  • The mode is the only average that works for words — a modal colour makes sense, a mean colour does not.
  • The range sees only the two ends, so two very different sets can share one.

Key words: mode  ·  median  ·  range  ·  average  ·  spread  ·  data set

3, 7, 7, 2, 9, 5, 7
mode 7
median 7
range 9 − 2 = 7
4, 8, 6, 8, 10, 2, 8
8 appears three times
mode = 8
3, 7, 7, 2, 9, 5, 7

16.2 The mean Statistics and probability

  • Mean = total ÷ how many.
  • It shares the total out equally: what everyone would have if they all had the same.
  • Rearranged: total = mean × how many. That step unlocks most mean problems.
  • The mean need not be one of the values — 1.6 pets is a perfectly good mean.
  • It must lie between the smallest and the largest value.
  • From a frequency table: multiply each value by its frequency, add those, then divide by the total frequency.
  • To find a missing value: work out the total the mean demands, then subtract what you already have.
  • The mean uses every value, so one extreme reading moves it a long way.
  • That sensitivity is its weakness, and the subject of the next section.

Key words: mean  ·  total  ·  frequency  ·  average  ·  per

4, 6, 8, 10, 12
total 40
40 ÷ 5 = 8
mean = 8
before: 4, 6, 8, 10, 12
after: 8, 8, 8, 8, 8
same total, 40
5 numbers, mean 12

16.3 Choosing the right average Statistics and probability

  • All three of mode, median and mean are averages. They choose the representative value differently.
  • Mode: use it for categories and for “which is most popular”. It is the only one that works for words.
  • Median: use it when there is an outlier or the data is lopsided — house prices, salaries.
  • Mean: use it when the values are close together with no extremes. It uses every value.
  • An outlier moves the mean a long way and the median hardly at all.
  • Do not silently delete an outlier. Investigate it, and say what you decided.
  • Always quote a range alongside an average — the average alone says nothing about spread.
  • A smaller range means more consistent.
  • In an examination the reason earns the mark, not the name of the average.

Key words: outlier  ·  appropriate  ·  distort  ·  typical  ·  consistent  ·  categorical data

most popular? → mode
typical, with an odd value? → median
all values matter? → mean
favourite colour
shoe sizes sold
most common pizza topping
180, 200, 210, 220, 240, 950
mean 333 — more than five of the six houses

16.4 Reading charts and graphs Statistics and probability

  • A bar chart compares separate categories. Read the height against the scale.
  • A line graph shows how something changes over time. The joined points show the trend.
  • A pie chart shows shares of a whole. The sectors must total 360°.
  • In a pie chart of N people, one person is worth 360 ÷ N degrees.
  • To go the other way: people = angle ÷ (360 ÷ N).
  • A percentage becomes an angle by taking that percentage of 360°.
  • A bar chart's scale should start at zero. If it does not, the differences look bigger than they are.
  • A pie chart alone does not tell you how many people were asked — the total must be stated.
  • Always read the numbers from the scale, never judge by the picture alone.

Key words: bar chart  ·  line graph  ·  pie chart  ·  sector  ·  scale  ·  trend

Mon 12, Tue 18, Wed 9
Thu 15, Fri 21
highest Friday, lowest Wednesday
range 21 − 9 = 12
weeks 1–6: 4, 7, 9, 8, 12, 15
generally rising
but week 3 to 4 fell
walk 10, bus 5, car 3, cycle 2

16.5 Comparing data sets and drawing conclusions Statistics and probability

  • To compare two data sets, quote an average and a range. Either one alone is half a comparison.
  • The average says what is typical; the range says how much it varies.
  • A smaller range means more consistent.
  • Write the comparison as a sentence about the situation, with the numbers in it.
  • A trend is the general direction. One dip does not end a rising trend.
  • A trend describes what has happened; it does not promise what comes next.
  • A small sample gives an unreliable conclusion — Unit 6's idea, used here.
  • A biased sample is worse than a small one: no amount of correct arithmetic can fix it.
  • Mention the sources of variation: the weather, the time of day, who was asked, how it was measured.

Key words: compare  ·  consistent  ·  trend  ·  sample  ·  bias  ·  variation

A: mean 13.7, range 4
B: mean 14.0, range 17
similar typical score
very different consistency
“On average the two classes score about the same.”
“But A's range is much smaller, so A is more consistent.”
machine 1: 22–26 ml, range 4
machine 2: 18–30 ml, range 12