Mean Median Mode Formula: Complete Guide for Ungrouped and Grouped Data

Mean, median, and mode are the three measures of central tendency used in statistics to summarise a dataset. Mean is the arithmetic average. Median is the middle value when data is arranged in order. Mode is the value that appears most frequently. Each has a separate formula for ungrouped and grouped data, and all three are connected through the empirical relationship: 3 Median = Mode + 2 Mean.

The mean median mode formula is one of the highest-scoring topics in CBSE Class 10 Statistics. Board exams ask students to calculate all three measures from frequency tables, apply the empirical formula to find a missing value, and identify which measure suits a given situation. This page covers every formula you need: ungrouped and grouped data, the empirical relation with solved examples, the full variable key for each formula, and a Class 10 board exam question guide. 

Key Takeaways

Measure Ungrouped Formula Grouped Formula CBSE Class
Mean x̄ = Σx / n x̄ = Σfx / Σf Class 9, 10
Median ((n+1)/2)th term (odd n) L + ((n/2 − CF) / f) × h Class 9, 10
Mode Most frequent value L + ((fm − f1) / (2fm − f1 − f2)) × h Class 10
Empirical Relation 3 Median = Mode + 2 Mean Same formula applies Class 10

Infographic showing mean, median, and mode formulas with grouped and ungrouped data layout.

Mean Formula: Ungrouped and Grouped Data

The mean is the most widely used measure of central tendency. It gives the average value of a dataset and works best when no extreme values distort the data.

Mean Formula for Ungrouped Data

x̄ = Σx / n

Where:

  • Σx = sum of all observations
  • n = total number of observations

Example: A cricketer scores 12, 34, 45, 50, and 24 in five ODI matches. Mean = (12 + 34 + 45 + 50 + 24) / 5 = 165 / 5 = 33

Mean Formula for Grouped Data

x̄ = Σfx / Σf

Where:

  • f = frequency of each class
  • x = midpoint of each class interval
  • Σf = total frequency (equal to n)
  • fᵢ = frequency of the i-th class
  • xᵢ = midpoint of the i-th class

Median Formula: Ungrouped and Grouped Data

The median formula for Class 10 is one of the most frequently tested formulas in CBSE Statistics. Median gives the middle value after arranging data in order. It does not get pulled by outliers the way mean does.

Median Formula for Ungrouped Data

First arrange all values in ascending or descending order.

  • If n is odd: Median = ((n + 1) / 2)th term
  • If n is even: Median = average of (n/2)th term and ((n/2) + 1)th term

Example: Dataset: {5, 3, 8, 7, 2, 4, 6}, Ordered: {2, 3, 4, 5, 6, 7, 8} n = 7 (odd), so Median = ((7+1)/2)th = 4th term = 5

Median Formula for Grouped Data

Median = L + ((n/2 − CF) / f) × h

Where:

  • L = lower boundary of the median class
  • n = total number of observations
  • CF = cumulative frequency of the class before the median class
  • f = frequency of the median class
  • h = class width

The median class is the class in which the (n/2)th observation falls.

Mode Formula: Ungrouped and Grouped Data

The mode formula for Class 10 grouped data is the formula students most frequently search for before board exams. For ungrouped data, mode is simply the value that appears most often and no calculation is needed.

Mode Formula for Ungrouped Data

Scan the dataset and identify the value with the highest frequency. If two values tie, the dataset is bimodal. If three or more values tie, it is multimodal. If no value repeats, the dataset has no mode.

Example: Shoe sizes: {7, 8, 9, 7, 8, 7, 10, 7, 9} Size 7 appears 4 times, which is the most frequent. Mode = 7

Mode Formula for Grouped Data

Mode = L + ((fm − f1) / (2fm − f1 − f2)) × h

Where:

  • L = lower boundary of the modal class
  • fm = frequency of the modal class (highest frequency)
  • f1 = frequency of the class before the modal class
  • f2 = frequency of the class after the modal class
  • h = class width

The modal class is the class interval with the highest frequency. The mode formula class 10 appears in almost every CBSE board paper. Memorise the variable key alongside the formula. Boards often test whether students can correctly identify f1 and f2.

Relation Between Mean Median and Mode

The empirical formula for mean median mode connects all three measures. It is a direct board exam formula tested in Class 10 and appears in both 2-mark and 3-mark questions.

3 Median = Mode + 2 Mean

This can also be written as:

  • Mode = 3 Median − 2 Mean
  • Mean = (3 Median − Mode) / 2
  • Median = (Mode + 2 Mean) / 3

This formula is very practical. If you know any two of the three measures, you can calculate the third.

Forward Example: Find Mode, given Mean and Median

Mean = 26, Median = 28. Find Mode. Mode = 3 Median − 2 Mean = 3(28) − 2(26) = 84 − 52 = 32

Backward Example: Find Mean, given Mode and Median

Mode = 50, Median = 46.5. Find Mean. 2 Mean + Mode = 3 Median 2 Mean + 50 = 3 × 46.5 2 Mean + 50 = 139.5 2 Mean = 89.5 Mean = 44.75

Both question types appear in CBSE Class 10 board papers. Practise both directions.

When to Use Mean Median or Mode

Students often lose marks choosing the wrong measure in word problems. The choice depends on the data type and distribution.

Measure Best Used When Example Situation
Mean Data is evenly distributed, no extreme outliers Average score in a class test
Median Data is skewed or has extreme values Average income in a city with a few very high earners
Mode Data is categorical or you need the most common value Most popular shoe size, most sold product

A quick rule: if the question says "most common" or "most frequent," use mode. If it says "middle value," use median. If it says "average," use mean.

Measures of Central Tendency Formula: Solved Examples

These solved examples cover all three measures of central tendency formula types tested in the 2026 CBSE board exam.

Example 1: Mean (Ungrouped Data)

Find the mean of: {22, 25, 30, 28, 24, 26, 27} Sum = 22 + 25 + 30 + 28 + 24 + 26 + 27 = 182 n = 7 Mean = 182 / 7 = 26

Example 2: Median (Ungrouped Data)

Find the median of: {5, 3, 8, 7, 2, 4, 6} Ordered: {2, 3, 4, 5, 6, 7, 8} n = 7 (odd) Median = ((7+1)/2)th = 4th term = 5

Example 3: Mode (Ungrouped Data)

Find the mode of shoe sizes: {7, 8, 9, 7, 8, 7, 10, 7, 9} Frequency: 7 appears 4 times, 8 appears 2 times, 9 appears 2 times, 10 appears 1 time. Mode = 7

Example 4: All Three from One Dataset

Dataset: 17, 22, 17, 18, 17, 20, 18, 25, 17

Mean: Sum = 171, n = 9, Mean = 171 / 9 = 19

Median: Ordered: 17, 17, 17, 17, 18, 18, 20, 22, 25 n = 9 (odd), Median = 5th term = 18

Mode: 17 appears 4 times. Mode = 17

Example 5: Empirical Relation

The mode is 65 and the median is 61.6. Find the mean. 2 Mean = 3 Median − Mode 2 Mean = 3(61.6) − 65 = 184.8 − 65 = 119.8 Mean = 59.9

Mean Median Mode Formula Class 10: Board Exam Question Types

Class 10 Statistics carries significant marks in the 2026 CBSE board paper. These are the question types that appear most often.

Find mean using grouped data: given a frequency table, calculate Σfx and divide by Σf.

Find median using grouped data: identify the median class, then apply L + ((n/2 − CF) / f) × h.

Find mode using grouped data: identify the modal class, then apply L + ((fm − f1) / (2fm − f1 − f2)) × h.

Use the empirical formula: given two measures, find the third using 3 Median = Mode + 2 Mean.

Find missing frequency: given mean or median and a frequency table with one unknown frequency, solve for it using the formula.

The empirical formula question and the missing frequency question are the two highest-probability 3-mark questions in the Statistics chapter every year.

FAQs (Frequently Asked Questions)

For ungrouped data, arrange values in order and pick the middle term directly. For grouped data, you cannot see individual values, only class intervals and frequencies. The grouped formula Median = L + ((n/2 − CF) / f) × h estimates where the median falls within the median class. The grouped formula is the one tested in Class 10 board exams.

he modal class is the class interval with the highest frequency. Look down the frequency column and find the largest value. That row’s class interval is the modal class. The values directly above and below that row give you f1 and f2 respectively. L is the lower boundary of that class and h is the class width.

Yes. In a perfectly symmetrical bell-shaped distribution, all three measures are equal. The empirical formula 3 Median = Mode + 2 Mean holds for moderately skewed distributions. In a symmetric distribution, substituting equal values confirms: 3M = M + 2M = 3M.

Mean gets pulled towards the extreme value and gives a distorted picture of the typical value. Median is unaffected because it only uses the middle position. Mode is also unaffected because it only counts frequency. For skewed data with outliers, median is the most reliable measure of central tendency.

Board questions give you two of the three values and ask you to find the third. Rearrange 3 Median = Mode + 2 Mean to isolate the unknown. If Mode and Median are given, find Mean = (3 Median − Mode) / 2. If Mean and Median are given, find Mode = 3 Median − 2 Mean. Always show the substitution step and the rearrangement step separately. That is where the marks are awarded.