Organizing different kinds of data
Qualitative data goes in a frequency table with one row for each category.
Discrete data with only a few values (like the number of pets: 0, 1, 2, 3) also gets one row for each value.
But what about continuous data, or discrete data with lots of different values? Here are the standing long-jump distances, in centimetres, of 20 Grade 6 students:
132, 145, 151, 128, 160, 139, 147, 155, 142, 136, 149, 158, 141, 134, 150, 163, 146, 138, 152, 144
Every value is different! A row for each value would be a very long table that tells us very little. Instead, we group the data into intervals.
Rules for good intervals
- Same width. Every interval here is 10 cm wide.
- No overlaps. Each value fits in exactly one interval. A jump of exactly 140 cm goes in "140 to less than 150", not in "130 to less than 140".
- No gaps. Every possible value has a home, even 139.6 cm.
- Cover all the data. Start at or below the smallest value (128) and end above the largest (163).
- About 4 to 8 intervals is usually a good number. Too few hides the pattern. Too many gives a long, spread-out table.
For discrete data, you can write intervals like 10–19, 20–29, because no value can fall between 19 and 20. For continuous data, write "10 to less than 20" so values like 19.7 have a home.
Worked exampleExample 1: Group discrete data
Sixteen students recorded how many pages they read during one week:
12, 35, 48, 22, 30, 41, 18, 27, 36, 44, 25, 33, 15, 29, 38, 47
Organize the data in a frequency table with intervals.
- The smallest value is 12 and the largest is 48. The values go from 12 to 48, a spread of 36 pages.
- Try an interval width of 10: 10–19, 20–29, 30–39, 40–49. That is 4 intervals, and it covers 12 to 48.
- Go through the list once, making a tally mark for each value. Cross off each value as you go so you don't miss one.
- 10–19: 12, 18, 15 → 3. 20–29: 22, 27, 25, 29 → 4. 30–39: 35, 30, 36, 33, 38 → 5. 40–49: 48, 41, 44, 47 → 4.
- Check: 3 + 4 + 5 + 4 = 16. That matches the number of students.
Pages read: 10–19: 3; 20–29: 4; 30–39: 5; 40–49: 4. Total 16.
Hands-on activityLeaf (or crayon) lengths
You need: a ruler, paper, and 20 leaves from outside (if it's winter, use 20 crayons, pencils, spoons or socks instead).
- Write your question: "How long are the leaves under our maple tree?" (or "How long are the crayons in our box?").
- Measure each object to the nearest millimetre and write it in centimetres (for example 7.4 cm). What kind of data is this? (Continuous.)
- Find the smallest and largest values.
- Choose an interval width so you get 4 to 7 intervals. Write intervals like "5 to less than 6 cm".
- Make a tally and frequency table. Check that your total is 20.
- Write one sentence about what your table shows.
Keep your table. You will graph it in the next lesson!
Check your understandingQuiz
1. Which intervals follow the rules for discrete data?
2. Which data set is best organized with intervals?
3. Data: 23, 27, 31, 35, 38, 41. How many values are in 30–39?
4. A jump of exactly 140 cm goes in which interval?
5. A frequency table has frequencies 4, 9, 7 and 5, but there are 26 values. What should you do?
6. Why do we group continuous data into intervals?