Grade 10 · Probability & Statistics · Cambridge IGCSE · Age 14–15
Venn diagrams organise information visually and are powerful tools for solving probability problems. In this lesson you'll master set notation, fill in two- and three-set Venn diagrams, and calculate conditional probabilities.
Notation, filling from data
7 regions, centre-outward method
P(A|B), independence, mutually exclusive
6 fully worked examples
Interactive Venn calculator
25 self-marking questions
The universal set ξ contains everything in the context of the problem. It is represented by a rectangle in a Venn diagram. All sets A, B are drawn as circles inside this rectangle.
Given n(ξ), n(A), n(B), n(A∩B):
Three overlapping circles create 7 regions inside the rectangle, plus the outside region (neither A, B, nor C):
P(A|B) means "the probability of A, given that B has already occurred." The sample space is restricted to B only.
A and B are independent if knowing B happened does not change the probability of A.
Equivalently: P(A|B) = P(A). Test: calculate both sides and check equality.
A and B are mutually exclusive if they cannot both occur — they share no elements.
In a class of 30: 18 like art (A), 12 like music (M), 7 like both. Find P(A only), P(A∪M), P(A'∩M).
n(ξ)=40, n(M)=20, n(E)=18, n(S)=15, n(M∩E)=7, n(M∩S)=5, n(E∩S)=6, n(M∩E∩S)=2.
Using the 30-student art/music Venn. Find P(A|M) — probability likes art given likes music.
In the 30-student example: n(ξ)=30, n(A)=18, n(M)=12, n(A∩M)=7. Are A and M independent?
A shaded region covers A only (inside A, outside B) in a two-set Venn. What is the notation?
From the 40-student example. A student is chosen at random. Find: (a) P(M∩E∩S), (b) P(studies exactly one subject), (c) P(M|E).
| Formula | Description |
|---|---|
| n(A∪B) = n(A) + n(B) − n(A∩B) | Inclusion-exclusion for two sets |
| P(A') = 1 − P(A) | Complement rule |
| P(A∪B) = P(A) + P(B) − P(A∩B) | Addition rule |
| P(A|B) = n(A∩B) / n(B) | Conditional probability |
| P(A|B) = P(A∩B) / P(B) | Conditional probability (probability form) |
| P(A∩B) = P(A) × P(B) | Independence test |
| P(A∩B) = 0 | Mutually exclusive |
| (A∩B)' = A'∪B' | De Morgan's Law 1 |
| (A∪B)' = A'∩B' | De Morgan's Law 2 |
Enter values for your two-set Venn diagram. The calculator will fill all regions, draw the diagram, and compute key probabilities.
Q1. n(ξ)=40, n(A)=22, n(B)=17, n(A∩B)=9. Find n(A only).
Q2. Using Q1 data, find n(B only).
Q3. Using Q1 data, find n(neither A nor B).
Q4. Using Q1 data, find P(A∪B) as a fraction over 40.
/ 40Q5. n(ξ)=60, n(X)=35, n(Y)=28, n(X∪Y)=50. Find n(X∩Y).
Use this data: n(ξ)=50, n(A)=25, n(B)=20, n(C)=18, n(A∩B)=8, n(A∩C)=6, n(B∩C)=7, n(A∩B∩C)=3.
Q1. Find n(A∩B only) — in A and B but not C.
Q2. Find n(A∩C only) — in A and C but not B.
Q3. Find n(B∩C only) — in B and C but not A.
Q4. Find n(A only).
Q5. Find n(outside) — in none of A, B, C.
n(ξ)=80, n(A)=45, n(B)=38, n(A∩B)=20. Give answers as fractions with denominator 80 (numerators only).
Q1. Find P(A) — enter numerator (denominator is 80).
/ 80Q2. Find n(A∪B).
Q3. Find P(A') — enter numerator (denominator 80).
/ 80Q4. Find n(A∩B') — in A but not B.
Q5. Find P(A∪B) — enter numerator (denominator 80).
/ 80n(ξ)=60, n(P)=30, n(Q)=24, n(P∩Q)=12. Give answers as decimals to 3 d.p.
Q1. Find P(P|Q). Give as a decimal.
Q2. Find P(Q|P). Give as a decimal.
Q3. Find P(P)×P(Q). Give as a decimal.
Q4. Find P(P∩Q). Give as a decimal.
Q5. Are P and Q independent? Enter 1 for Yes, 0 for No.
Q1. n(ξ)=100, n(A)=40, n(B)=25, n(A∩B)=10. Is P(A∩B) = P(A)×P(B)? Enter 1 for Yes, 0 for No.
Q2. P(A)=0.4, P(B)=0.3, and A,B are independent. Find P(A∩B) × 100 (enter as integer).
Q3. If A and B are mutually exclusive, P(A)=0.3, P(B)=0.5. Find P(A∪B) × 10 (enter as integer).
Q4. P(A∩B)=0.15, P(B)=0.5. Find P(A|B) × 100 (enter as integer).
Q5. Events A and B are mutually exclusive with P(A)>0 and P(B)>0. Are they independent? Enter 1 for Yes, 0 for No.
Mixed questions on set notation, Venn filling, and probability. Decimals to 3 d.p. where needed.
1. n(ξ)=30, n(A)=16, n(B)=14, n(A∩B)=6. Find n(A only).
2. Same data as Q1. Find n(B only).
3. Same data as Q1. Find n(neither).
4. n(ξ)=50, n(A)=20, n(B)=18, n(A∩B)=8. Find n(A∪B).
5. n(ξ)=60, n(X)=40, n(Y)=30, n(X∩Y)=15. Find n(outside both).
6. n(ξ)=40, n(A)=24, n(B)=16, n(A∩B)=8. Find P(A). Enter as decimal to 3 d.p.
7. Same as Q6. Find P(A∩B). Decimal to 3 d.p.
8. Same as Q6. Find P(A∪B). Decimal to 3 d.p.
9. Same as Q6. Find P(A'). Decimal to 3 d.p.
10. Same as Q6. Find P((A∪B)'). Decimal to 3 d.p.
11. Same as Q6. Find P(A|B). Decimal to 3 d.p.
12. Same as Q6. Find P(B|A). Decimal to 3 d.p.
13. P(A)=0.6, P(B)=0.4, A and B are independent. Find P(A∩B). Decimal to 3 d.p.
14. P(A)=0.5, P(B)=0.3, A,B mutually exclusive. Find P(A∪B). Decimal to 3 d.p.
15. P(A∩B)=0.2, P(B)=0.5. Find P(A|B). Decimal to 3 d.p.
16. n(ξ)=60, n(A)=30, n(B)=25, n(C)=20, n(A∩B)=10, n(A∩C)=8, n(B∩C)=9, n(A∩B∩C)=4. Find n(A∩B only).
17. Same as Q16. Find n(A only).
18. Same as Q16. Find n(C only).
19. Same as Q16. Find n(outside).
20. Same as Q16. Find P(A∩B∩C). Decimal to 3 d.p.
21. n(ξ)=80, n(A)=50, n(B)=40, n(A∩B)=25. Find P(A|B). Decimal to 3 d.p.
22. n(ξ)=100, n(A)=60, n(B)=50, n(A∩B)=30. Is A independent of B? (1=yes, 0=no)
23. P(A)=0.7, P(A') = ? Decimal to 3 d.p.
24. n(ξ)=45, n(A)=25, n(B)=20, n(A∩B)=10. Find n(A'∩B').
25. P(A)=0.4, P(B)=0.3, P(A∩B)=0.12. Find P(A∪B). Decimal to 3 d.p.
Harder multi-step problems. Decimals to 3 d.p. unless stated.
1. n(ξ)=120, n(A)=70, n(B)=55, n(A∩B)=35. Find P(A'∩B'). Decimal to 3 d.p.
2. In Q1, are A and B independent? (1=yes, 0=no)
3. P(A)=0.55, P(B)=0.40, P(A|B)=0.55. Find P(A∩B). Decimal to 3 d.p.
4. In Q3, are A and B independent? (1=yes, 0=no)
5. n(ξ)=80, n(A)=48, n(B)=36, n(C)=24, n(A∩B)=14, n(A∩C)=10, n(B∩C)=8, n(A∩B∩C)=4. Find n(exactly one of A,B,C).
6. Same as Q5. Find P(B|A∩C). Decimal to 3 d.p.
7. P(A∪B)=0.75, P(A)=0.5, P(B)=0.4. Find P(A∩B). Decimal to 3 d.p.
8. 200 people: 120 speak English (E), 90 speak French (F), 40 speak both. Find P(E|F). Decimal to 3 d.p.
9. Same as Q8. Find P(E'∩F'). Decimal to 3 d.p.
10. P(A)=0.6, P(B)=0.5. If A and B are mutually exclusive, find P(A∪B). Decimal to 3 d.p.
11. From Q5 data. Find P(A only). Decimal to 3 d.p.
12. P(A∩B')=0.3, P(A)=0.5. Find P(A∩B). Decimal to 3 d.p.
IGCSE-style questions. Show all working in an exam — here, just enter final answers.
Q1 [4 marks]. In a survey of 100 students: 62 study Biology (B), 48 study Chemistry (C), and 25 study both. A student is chosen at random. Find P(B∪C). Decimal to 3 d.p.
Q2 [3 marks]. Using Q1 data, find P(B|C). Decimal to 3 d.p.
Q3 [4 marks]. 60 students; 35 play Sport (S), 28 play an Instrument (I), 15 play both. How many play neither? Enter as integer.
Q4 [4 marks]. n(ξ)=80, n(P)=50, n(Q)=36, n(P∩Q)=18. Are P and Q independent? (1=yes, 0=no)
Q5 [5 marks]. In a three-set Venn: n(ξ)=50, n(A)=22, n(B)=18, n(C)=14, n(A∩B)=6, n(A∩C)=5, n(B∩C)=4, n(A∩B∩C)=2. Find P(exactly one set). Decimal to 3 d.p.