From Raw Data to a Frequency Table
Learn how to turn a messy list of scores or labels into a clear table that answers useful questions. Everything you need is inside this page.
Begin with a purpose
A useful question needs data
Statistics is not just making tables. It begins with a question, uses data to answer it, and ends with a conclusion.
Which question is best answered by collecting data from many fifth graders?
Tap the stages in the correct order.
Know what you collected
Raw data can be numerical or categorical
The kind of data determines how we organize it.
Values that measure or count something, such as 96 points, 1.82 metres, or 14 stalls.
Labels that name a group, such as Good, Choir, or Needs improvement.
Give every number one home
Intervals are labeled boxes on a number line
For this score activity, every score is a whole number from 60 through 100. Each interval includes both written endpoints. Every allowed score must belong to exactly one group.
Where does 90 belong?
Where does 89 belong?
Where does 100 belong?
Where does 69 belong?
Which grouping includes every whole-number score from 60 through 100 exactly once?
Guided numerical example
Sort 15 quiz scores
These are the whole-number quiz scores of 15 students, with one score per student. Select a score card, then select its interval.
Unsorted score cards
Tap one card. You can change your selection before choosing a bin.
Interval bins
Compress the list
Tally first, then write the frequency
A tally is a quick counting mark. The frequency is the number of observations in a group. Count every observation, including repeated values. Here each observation is one studentβs score.
| Score interval | Tally | Frequency |
|---|---|---|
| Exactly 100 | | | |
| 90β99 | |||| | |
| 80β89 | ||||/| | |
| 70β79 | || | |
| 60β69 | || | |
| Total | All observations | 0 |
Why should the five frequencies add to 15?
Turn counts into conclusions
Read what the frequency table says
Use the 15 quiz scores from Mission 4 and their frequency table in Mission 5 for all five questions below.
Which interval has the greatest frequency?
How many students scored 90 or above?
How many students scored below 80?
How many more are in 80β89 than in 70β79?
What does the frequency 6 mean?
Categorical raw data
Categories use names instead of number intervals
Forty students received one of four music results. Count each label and build a categorical frequency table.
| Result | Excellent | Good | Satisfactory | Needs improvement | Total |
|---|---|---|---|---|---|
| Frequency | 0 |
Which result occurs most often?
How many times as many students received Good as received Excellent? Divide the Good count by the Excellent count.
Decimal measurements
Choose a sensible grouping for long-jump results
These are one recorded jump from each of 20 students. Distances are recorded to the nearest 0.01 m. Use the four displayed groups: each covers 20 successive hundredth-metre values, such as 1.40, 1.41, β¦, 1.59. Count repeated distances separately: each entry belongs to a different student.
Includes 2.00.
Includes 1.80 but not 2.00.
Includes 1.60 through 1.79.
Includes 1.40 through 1.59.
| Jump interval | Frequency |
|---|---|
| 2.00β2.19 m | |
| 1.80β1.99 m | |
| 1.60β1.79 m | |
| 1.40β1.59 m | |
| Total | 0 |
Which interval has the most students?
How many students are in that interval?
Independent practice
Frequency Table Workshop
Solve at least five of the six questions. You may change an answer and check again.
1. In 7, 9, 8, 6, 7, 8, 9, 7, 6, 8, how many values are in 6β7?
2. With intervals 40β49, 50β59, 60β69, where does 50 belong?
3. Cat, Dog, Cat, Fish, Dog, Cat, Dog, Cat: what is the frequency of Cat?
4. For whole-number observations, which grouping counts a boundary number in more than one interval? All written endpoints are included.
5. Exactly 24 observations are divided into four groups, with each observation counted once. Their frequencies are 5, 9, ?, and 4. Find the missing frequency.
6. A table shows 30β39: 3, 40β49: 7, 50β59: 5. How many values are 40 or above?
Mastery check
Exit Ticket
Try all five questions using what you learned about observations, groups and frequencies. Check your answers when you are ready.
1. What are raw data?
2. Using score groups 60β69, 70β79, 80β89, 90β99, and exactly 100, where does 90 belong?
3. In 12, 10, 11, 12, 13, 10, what is the frequency of 12?
4. A table has Good: 18 and Excellent: 6. How many times as many students received Good as received Excellent? Divide the Good count by the Excellent count.
5. Double-check the frequency total
Part A. Which rule makes the sum of all frequencies match the number of raw observations?
Part B. If exactly one observation is missed or counted twice, and all others are counted correctly, what happens to the frequency total?
Certificate of Mastery
Frequency Table Builder
This certifies that
can organize numerical and categorical raw data, use non-overlapping intervals, build accurate frequency tables, and read conclusions from them.
Lesson 2.1 Β· Grade 5 Math Studio
Teaching notes β adults
The worked exampleβs listed score data begin with 96, while its printed mean calculation substitutes 90. This rebuilt student lesson keeps the listed raw data consistently. Mean is intentionally reserved for Lesson 2.3, so the printing discrepancy is not turned into a child-facing activity.
The equal-width 0.20 m long-jump intervals are an instructional choice. The worked example asks for a reasonable grouping but does not specify a unique grouping.