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Averages from frequency tables

Use frequencies to calculate exact means, locate medians and identify modes. Explore a table, solve unknown-frequency problems and check original worked practice.

Before you startMean, median and mode for listed data.

01 / Compress a list without losing counts

One row can stand for many observations.

Frequency f tells you how many times a value x occurs.

A table with four rows does not necessarily contain four observations.

Frequency tables efficiently store repeated values. For exact discrete values, the averages calculated from the table are the same as those from the expanded list.

Frequencies are repeated observationsExplore
xffxCumulative f
0202
1335
2247
3138

Σfx = 10; Σf = 8; mean = 1.25.

Median = 1; mode = 1.

Expanded data: 0, 0, 1, 1, 1, 2, 2, 3.

The table is exact discrete data, not grouped intervals. A zero frequency contributes neither observations nor total.

02 / Count observations and total values

Keep Σf and Σfx distinct.

Values 1, 2, 4 have frequencies 3, 2, 5.Worked example

Σf = 3 + 2 + 5 = 10

There are ten observations.

Σfx = 3×1 + 2×2 + 5×4 = 27

This is the total of their values.

Mean = 27/10 = 2.7

Divide by observations, not rows.

01 · Read a frequency

A table records x = 0, 1, 2 with frequencies 4, 3, 2. How many observations are there, and what is their total?

Hint

A zero-valued observation still counts.

Worked solution

Σf = 4 + 3 + 2 = 9. Σfx = 4×0 + 3×1 + 2×2 = 7.

02 · Wrong denominator

Why is (0 + 1 + 2)/3 not the mean of that dataset?

Hint

The frequencies are unequal.

Worked solution

It assigns equal weight to each distinct value instead of each observation. The actual mean is 7/9 ≈ 0.778.

03 / Calculate a weighted mean

Multiply first, then sum.

x̄ = Σfx / Σf

Each value is weighted by its frequency.

The mean must lie between the smallest and largest values that actually occur. A value shown with zero frequency is not an observation and should not define the observed extremes.

Watch: frequencies become repeated values

Pause, replay or seek freely. The notes explain the same idea and stay in view.

03 · Calculate the mean

Numbers of repairs are 0, 1, 2, 3 with frequencies 5, 4, 2, 1. Find the mean repairs per item.

Hint

There are 12 items; calculate the weighted total.

Worked solution

Total = 0 + 4 + 4 + 3 = 11 repairs. Mean = 11/12 ≈ 0.917 repairs per item.

04 · Include a zero frequency

Values 2, 4, 6 have frequencies 3, 0, 1. Find the mean.

Hint

The middle row adds zero to both sums.

Worked solution

Mean = (3×2 + 0×4 + 1×6)/(3 + 0 + 1) = 12/4 = 3.

04 / Use cumulative frequencies to locate ranks

Find values at the middle positions.

Put values in ascending order, add frequencies cumulatively and find which row contains the required middle rank or pair. The median is a data value or the average of two data values, not a frequency.

05 · Odd count

Values 1, 2, 3, 4 have frequencies 2, 4, 3, 2. Find the median.

Hint

The total is 11, so locate rank 6.

Worked solution

Cumulative frequencies are 2, 6, 9, 11. Rank 6 is value 2, so the median is 2.

06 · Even count across rows

Values 1, 2, 4 have frequencies 2, 3, 5. Find the median.

Hint

The total is ten; locate ranks 5 and 6 separately.

Worked solution

Cumulative frequencies are 2, 5, 10. Rank 5 is 2; rank 6 is 4. Median = (2 + 4)/2 = 3.

05 / Choose values with the greatest frequency

Do not report the frequency as the mode.

The mode is the value attached to the highest frequency. If the highest frequency is shared, report all corresponding modes. Check the variable’s units.

07 · Read the mode

Values 2, 5, 8 have frequencies 4, 9, 3. What is the mode?

Hint

Which value occurs nine times?

Worked solution

The mode is 5, not 9. Nine is the frequency of the modal value.

08 · Tied frequencies

Values 0, 1, 2, 3 have frequencies 2, 5, 5, 1. Find the modes.

Hint

There are two rows with maximum frequency.

Worked solution

1 and 2 are both modes; each occurs five times.

06 / Solve for a missing frequency

The unknown appears in the numerator and denominator.

Values 1, 3, 5 have frequencies 2, k, 4. The mean is 3.5.Worked example

(22 + 3k)/(6 + k) = 3.5

The weighted total and total count both depend on k.

22 + 3k = 21 + 3.5k

Multiply by the total frequency.

k = 2

Check non-negativity, integrality and the original mean.

09 · Find the frequency

Values 0, 2, 4 have frequencies 3, k, 2. Their mean is 1.75. Find k.

Hint

Use (2k + 8)/(k + 5) = 1.75.

Worked solution

2k + 8 = 1.75k + 8.75, so 0.25k = 0.75 and k = 3. Check: total 14 across 8 observations gives 1.75.

10 · An impossible stated mean

The same values 0, 2, 4 with frequencies 3, k, 2 are claimed to have mean 3. Is any non-negative frequency k possible?

Hint

Solve the equation, then check whether the result can be a count.

Worked solution

2k + 8 = 3(k + 5) gives k = −7, which cannot be a frequency. No non-negative k satisfies the claim.

07 / Check entries and interpretation

Values and frequencies are separate columns.

When using a calculator’s statistics table, enter the distinct values and their frequencies into the intended columns. Check the total observation count before trusting the summary. Device menus vary, but the arithmetic above provides a device-independent check.

11 · Diagnose a count

A calculator reports n = 3 for values 1, 2, 4 with frequencies 3, 2, 5. What likely went wrong?

Hint

The correct count is ten.

Worked solution

The frequencies were probably omitted or not enabled, so each distinct value was counted once. Check the entered frequency column and verify n = 10.

08 / A compact table still represents people or items

Translate the summary back to its units.

Check Σf, Σfx, middle ranks and the largest frequency. Expand a small table into a list when you need an independent check.

12 · Full summary

Values 0, 1, 2, 3 have frequencies 2, 3, 2, 1. Give mean, median and mode.

Hint

The expanded list is 0, 0, 1, 1, 1, 2, 2, 3.

Worked solution

Mean = 10/8 = 1.25. Middle ranks 4 and 5 both have value 1, so median 1. Value 1 has the largest frequency, so mode 1.

Section 1 of 8 · Compress a list without losing counts