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Zorluk: ZorOverlapping Sets, Statistics, and Data Distributions

A seminar was attended by 100100 professionals, each of whom speaks at least one of two languages: Spanish or French. Exactly 6060 of the professionals speak Spanish, and exactly 5050 speak French. If all 100100 professionals took a language proficiency examination scored on a scale from 00 to 100100, is the average (arithmetic mean) score of all 100100 professionals greater than 7575?

(1) The average score of the professionals who speak only Spanish is 8080, and the average score of the professionals who speak only French is 7070.
(2) The average score of the professionals who speak both Spanish and French is 8585.

  1. A
    Statement (1) ALONE is sufficient, but statement (2) alone is not sufficient.
  2. B
    Statement (2) ALONE is sufficient, but statement (1) alone is not sufficient.
  3. BOTH statements TOGETHER are sufficient, but NEITHER statement ALONE is sufficient.Cevap
  4. D
    EACH statement ALONE is sufficient.
  5. E
    Statements (1) and (2) TOGETHER are NOT sufficient.

Cevap

BOTH statements TOGETHER are sufficient, but NEITHER statement ALONE is sufficient.
The correct response identifies that both statements together are sufficient while neither statement alone is sufficient. By using the principle of inclusion-exclusion on the overlapping set sizes, we find that there are 50 professionals who speak only Spanish, 40 who speak only French, and 10 who speak both. Statement (1) alone is insufficient because the average score of the 10 dual-language professionals remains unknown, allowing the overall average to fall either above or below 75. Statement (2) alone is insufficient because it provides no score data for 90 of the 100 professionals. When both statements are combined, all three disjoint subgroup averages are known, giving an exact overall average of 76.5, which is definitively greater than 75.

Adım Adım Çözüm

1
Rephrase the question stem using overlapping set principles
Let SS be Spanish speakers (6060) and FF be French speakers (5050). Since every professional speaks at least one language, SF=100|S \cup F| = 100. By the inclusion-exclusion principle, SF=S+FSF    100=60+50SF|S \cup F| = |S| + |F| - |S \cap F| \implies 100 = 60 + 50 - |S \cap F|, so SF=10|S \cap F| = 10. The group partitions into: Spanish only = 6010=5060 - 10 = 50, French only = 5010=4050 - 10 = 40, and Both = 1010.
Deconstructing the total population into three mutually exclusive subgroups establishes the exact weights for computing the overall weighted average score.
2
Evaluate Statement (1) alone
Statement (1) provides average score for Spanish-only (8080) and French-only (7070). The total score sum is 50(80)+40(70)+10(Aboth)=6800+10(Aboth)50(80) + 40(70) + 10(A_{both}) = 6800 + 10(A_{both}). The overall average is 68+0.1(Aboth)68 + 0.1(A_{both}). Depending on AbothA_{both} (0Aboth1000 \le A_{both} \le 100), the overall average can range from 6868 to 7878. For instance, if Aboth=70A_{both} = 70, overall average is 7575 (not >75>75); if Aboth=100A_{both} = 100, overall average is 7878 (>75>75). Thus, Statement (1) alone is NOT sufficient.
Since the score of the overlap group is unknown, the overall average cannot be uniquely tested against the threshold of 75.
3
Evaluate Statement (2) alone
Statement (2) provides Aboth=85A_{both} = 85, but gives no information about the average scores of the Spanish-only (5050 people) or French-only (4040 people) groups. Thus, the overall average score could be very low or very high. Statement (2) alone is NOT sufficient.
Without data on 90% of the population, statement (2) alone leaves the overall mean undetermined.
4
Evaluate Statements (1) and (2) together
Combining both statements gives: 5050 people with average 8080, 4040 people with average 7070, and 1010 people with average 8585. Overall total score sum =50(80)+40(70)+10(85)=4000+2800+850=7650= 50(80) + 40(70) + 10(85) = 4000 + 2800 + 850 = 7650. Overall average =7650/100=76.5= 7650 / 100 = 76.5. Since 76.5>7576.5 > 75, we get a definitive YES answer.
Having full weighted average data for all three disjoint components of the set yields a single, precise overall mean.

Anahtar Kavram

Weighted Average across Mutually Exclusive Partitions of Overlapping Sets
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