Question

Difficulty: HardSets, Set Operations, and Venn Diagrams

In a survey of 150150 subscribers of a digital media platform, 7575 prefer High-Definition Audio (HH), 7070 prefer Offline Downloads (DD), and 6565 prefer Ad-free Listening (AA). It is observed that 3535 subscribers prefer both HH and DD, 3030 prefer both DD and AA, and 2525 prefer both HH and AA. If 1515 subscribers prefer none of these three features, how many subscribers prefer exactly two of these features?

Answer: 45

Answer

The number of subscribers who prefer exactly two of the features is 45.
To find the number of subscribers who prefer exactly two features, we first calculate the cardinality of the union of all three sets as 15015=135150 - 15 = 135. Applying the 3-set inclusion-exclusion formula gives the number of subscribers preferring all three features as 1515. Subtracting 1515 from each pairwise intersection gives the exclusive regions: 2020 for HH and DD only, 1515 for DD and AA only, and 1010 for HH and AA only. Summing these three exclusive regions gives 20+15+10=4520 + 15 + 10 = 45.

Step-by-Step Solution

1
Determine the total number of subscribers who prefer at least one feature.
HDA=135|H \cup D \cup A| = 135
Subtracting the number of subscribers who prefer none of the features (1515) from the universal set size (150150) gives HDA=15015=135|H \cup D \cup A| = 150 - 15 = 135.
2
Apply the Principle of Inclusion-Exclusion for three sets to find the number of subscribers who prefer all three features.
HDA=15|H \cap D \cap A| = 15
Substitute the known cardinalities into HDA=H+D+AHDDAHA+HDA|H \cup D \cup A| = |H| + |D| + |A| - |H \cap D| - |D \cap A| - |H \cap A| + |H \cap D \cap A| to get 135=75+70+65(35+30+25)+HDA135 = 75 + 70 + 65 - (35 + 30 + 25) + |H \cap D \cap A|, which simplifies to 135=120+HDA135 = 120 + |H \cap D \cap A|, giving HDA=15|H \cap D \cap A| = 15.
3
Calculate the number of subscribers preferring exactly two features by subtracting the triple intersection from each pairwise intersection.
45 subscribers
Subscribers preferring only HH and D=3515=20D = 35 - 15 = 20, only DD and A=3015=15A = 30 - 15 = 15, and only HH and A=2515=10A = 25 - 15 = 10. Summing these exclusive regions yields 20+15+10=4520 + 15 + 10 = 45.

Key Concept

Cardinality of set operations and 3-set inclusion-exclusion principle
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