📈 CBSE Class 9 Mathematics · 2026–27

Statistics

Complete guide — graphical representation (bar graphs, histograms, frequency polygons) and measures of central tendency (mean, median, mode). Chapter 14 · 5 Marks.

📌 Chapter 14 · 5 Marks
Bar Graph
Histogram
Frequency Polygon
Mean · Median · Mode
50 Practice Qs
Section 14.1 — Graphical Representation
Bar Graphs, Histograms & Frequency Polygons
The three main ways to display statistical data visually. Know when to use each one.
Graph TypeUsed WhenKey FeatureBars/Lines
Bar GraphDiscrete / categorical dataGaps between barsBars of equal width
HistogramContinuous data in class intervalsNo gaps between barsWidth = class size
Frequency PolygonComparing distributionsLine graph on histogram midpointsConnect midpoints of tops
Subjects Students 10203040 30 20 35 25 15 MathsScienceEnglish HindiSocial Bar Graph: Favourite Subjects of 125 Students
Bar graph — discrete categorical data, gaps between bars, all bars same width
51015 0-1010-2020-30 30-4040-5050-60 Histogram (red) + Frequency Polygon (blue dashed) — ages of residents
Histogram — continuous data, NO gaps between bars. Frequency polygon — connect midpoints of bar tops
Section 14.2
Mean (Arithmetic Average)
The mean is the sum of all observations divided by the number of observations. Most common measure of central tendency.
📐 Mean Formulas
Mean (x̄) = Σxᵢ / n
For grouped data: x̄ = Σfᵢxᵢ / Σfᵢ
where xᵢ = value (or class midpoint), fᵢ = frequency, n = Σfᵢ = total observations
Example 1 · 2M
Find mean of: 8, 3, 7, 12, 5, 9, 11, 6, 4, 15.
1
Σx = 8+3+7+12+5+9+11+6+4+15 = 80
2
n = 10. Mean = 80/10 = 8
Mean = 8
Example 2 · 3M
Find mean for grouped data:
Marks (xᵢ)Frequency (fᵢ)fᵢxᵢ
10330
205100
308240
404160
Total20530
Mean = Σfᵢxᵢ / Σfᵢ = 530 / 20 = 26.5
Example 3 · 2M
Mean of 5 numbers is 18. A 6th number is added; new mean = 20. Find the 6th number.
1
Sum of 5 = 5×18 = 90
2
Sum of 6 = 6×20 = 120
3
6th number = 120−90 = 30
The 6th number is 30.
Section 14.3
Median
The median is the middle value when data is arranged in ascending or descending order. It splits the data into two equal halves.
📐 Median Formulas
Odd n: M = [(n+1)/2]th term    Even n: M = avg of (n/2)th and (n/2+1)th
Always arrange data in order first. The median is NOT affected by extreme values (unlike mean).
Odd n · 2M
Find median of: 3, 7, 5, 1, 9, 4, 6.
1
Arrange: 1, 3, 4, 5, 6, 7, 9
2
n=7 (odd). Middle = (7+1)/2 = 4th term = 5
Median = 5
Even n · 2M
Find median of: 8, 4, 12, 3, 7, 10.
1
Arrange: 3, 4, 7, 8, 10, 12
2
n=6 (even). Median = (3rd+4th)/2 = (7+8)/2 = 7.5
Median = 7.5
Section 14.4
Mode
The mode is the value that appears most frequently in the dataset. A dataset can have no mode, one mode (unimodal), or multiple modes (bimodal/multimodal).

Mode = the observation with the highest frequency.

For grouped data (histogram): mode is the class with the highest frequency bar (the modal class).

Examples:
• Data: 3, 5, 7, 5, 3, 5, 2. Mode = 5 (appears 3 times)
• Data: 1, 2, 3, 4. No mode (all appear once)
• Data: 2, 3, 3, 5, 5, 7. Bimodal: modes = 3 and 5

Example 4 · 1M
Find mode: 6, 8, 4, 6, 9, 4, 6, 4, 6, 3.
1
Frequency: 3→1, 4→3, 6→4, 8→1, 9→1
2
6 appears 4 times → Mode = 6
Mode = 6
Section 14.5
Comparing Mean, Median & Mode
Knowing when to use which measure is essential for CBSE application questions.
MeasureBest forAffected by extreme values?Example use
MeanNormal/symmetric dataYES — highly sensitiveClass average marks
MedianSkewed data, incomeNO — robust measureMedian salary in a city
ModeCategorical, most popularNO — counts frequencyMost popular shoe size

📌 Empirical Relationship

For moderately skewed distributions:

Mode ≈ 3 × Median − 2 × Mean

This is an empirical (observed) formula — not always exact, but very useful in CBSE questions to find one measure given the other two.

NCERT Exercise · Solved
Exercise 14.1 & 14.2
Q1 · 3M

Mean of 25 observations is 36. If one observation 60 is removed, find new mean.

1
Sum = 25×36 = 900
2
New sum = 900−60 = 840. New n=24
3
New mean = 840/24 = 35
New mean = 35
Q2 · 3M

Find mean, median and mode: 4, 6, 2, 9, 7, 4, 4, 6, 3, 5.

1
Arrange: 2,3,4,4,4,5,6,6,7,9. Sum=50, n=10 → Mean = 5
2
n=10(even). Median = (5th+6th)/2 = (4+5)/2 = 4.5
3
4 appears 3 times → Mode = 4
Mean=5, Median=4.5, Mode=4
Q3 · 2M

Mean = 8, Mode = 5. Find Median using empirical relation.

1
Mode = 3×Median − 2×Mean
5 = 3×Median − 16 → 3×Median = 21 → Median = 7
Median = 7
Smart Study
8 Essential Tips — Statistics
1

Sort data before median

ALWAYS arrange data in ascending order before finding median. Forgetting this gives the wrong middle value.

2

Mean × n = Sum

If mean and n are given, multiply to get sum. When observations are added/removed, update sum and n separately, then divide.

3

Histogram: no gaps, equal width

Bars touch each other. If class widths differ, area of bar (not height) represents frequency. CBSE mostly uses equal widths.

4

Frequency polygon: join midpoints

Plot midpoint of each class vs frequency. Join with straight lines. Extend to zero frequency at both ends (ghost classes).

5

Mode = 3M − 2x̄

Empirical formula: Mode ≈ 3×Median − 2×Mean. Given any two, find the third. Appears in CBSE 2M questions.

6

Median unaffected by extremes

If data has outliers (very large/small values), median is better than mean. A billionaire in a village doesn't change the median income but greatly changes the mean.

7

Bar graph vs histogram

Bar graph: discrete data, gaps between bars. Histogram: continuous grouped data, NO gaps. CBSE asks you to identify and draw both.

8

Grouped mean: use midpoints

For class intervals (e.g., 10–20), the value xᵢ is the midpoint = (10+20)/2 = 15. Then x̄ = Σfᵢxᵢ/Σfᵢ.

CBSE Practice
50 Practice Questions
MCQ · 1M · 2M · 3M · 5M · Case-Based — all with solutions.