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Mathematics · Dispersion of grouped data

Drawing and reading an ogive

You plot the points neatly, but the median you read off the graph disagrees with your teacher's.

An ogive is a cumulative frequency graph. You plot upper boundaries against cumulative frequency, start from zero at the first lower boundary, and read the median and quartiles from the curve.

This lesson is part of dispersion of grouped data. It uses the table from estimating mean from grouped data.

What do you plot?

Use the 40-student marks table. Each cumulative frequency is paired with the upper boundary of its class.

Upper boundary 9.5 19.5 29.5 39.5 49.5 59.5
Cumulative frequency 0 4 13 27 35 40

The first pair is the starting point: 9.5 is the lower boundary of the first class, and nothing has been counted yet.

The plotting checklist

  • Mark the zero point (9.5, 0).
  • Use upper boundaries, not midpoints or limits.
  • Join the points with a smooth curve, not with ruled segments, unless your teacher asks for a polygon.
  • Label both axes and use an even scale.

Worked example: reading the ogive

The total is 40, so the median is at cumulative frequency 20. The curve passes through (29.5, 13) and (39.5, 27). Reading across at 20 gives a median of about 34.5 marks.

The first quartile is at 10. It lies between (19.5, 4) and (29.5, 13), which gives about 26.2 marks. The third quartile is at 30, between (39.5, 27) and (49.5, 35), which gives about 43.3 marks.

The interquartile range is 43.3 − 26.2 = 17.1 marks.

Students scoring above 45. At 45 the curve reads about 31 students. So 40 − 31 = 9 students scored above 45.

Readings from a hand-drawn graph vary slightly, so draw clear guide lines on the paper and write the values you read.

The slips to avoid

The first slip is plotting against the midpoint, which shifts every point half a class to the left. The second is leaving out the zero point. The third is reading the vertical axis value at N instead of N ÷ 2 for the median.

Write “N ÷ 2 = 20” on your paper before reading the graph. That one line protects the mark.

Check yourself

Use the cumulative frequencies 0, 3, 10, 22, 28, 30 at the upper boundaries 0.5, 10.5, 20.5, 30.5, 40.5, 50.5. Find the median and the interquartile range by reading between the points.

Answer

N = 30, so the median is at 15. Between (20.5, 10) and (30.5, 22), the value is 20.5 + (5 ÷ 12) × 10 ≈ 24.7.

Q1 is at 7.5, between (10.5, 3) and (20.5, 10): 10.5 + (4.5 ÷ 7) × 10 ≈ 16.9. Q3 is at 22.5, between (30.5, 22) and (40.5, 28): 30.5 + (0.5 ÷ 6) × 10 ≈ 31.3.

The interquartile range is 31.3 − 16.9 = 14.4.

What to study next

Move to comparing grouped data using quartiles and spread, where two ogives are read together. Test the chapter with the practice set.

For a teacher to check your graph and your reading lines, see online one-to-one Mathematics tuition.

Common questions

What do I plot on an ogive?

Plot each upper class boundary on the horizontal axis against its cumulative frequency on the vertical axis. Add the starting point at the lower boundary of the first class with cumulative frequency 0. Join the points with a smooth curve.

Why must the ogive start from zero?

Before the first class begins, no values have been counted, so the cumulative frequency is 0 at the lower boundary of the first class. Leaving out this point shifts the curve and gives wrong readings for the quartiles.

How do I read the median from an ogive?

Find half of the total frequency on the vertical axis, draw a line across to the curve, then down to the horizontal axis. The value where it lands is the median. Do the same at one quarter and three quarters for the quartiles.

What does the interquartile range tell me?

It is the third quartile minus the first quartile, so it is the spread of the middle half of the data. Extreme values do not affect it. A smaller interquartile range means the middle half is more consistent.

If the graph looks right but the readings drift, one-to-one lessons let a teacher watch where you read the scale and show a steadier way to draw the guide lines.

  • Online one-to-one lessons for your child with an experienced teacher.
  • Your first class is a one-hour trial, from RM50. The fee is agreed before you book.
  • Happy with the teacher? Continue with lessons of about 1.5 hours. If not, ask for another teacher.