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Data Interview Question

Arranging Birthdays at a Circular Table

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Solution & Explanation

When arranging individuals around a circular table, the concept of circular permutations comes into play. Unlike a linear arrangement, a circular arrangement considers rotations as identical, meaning the first position is not fixed, and therefore, the number of unique permutations is reduced.

Step-by-Step Solution:

  1. Understanding Circular Permutations:

    • For n individuals, the number of ways to arrange them in a line is n!.
    • However, in a circle, the first position can be rotated n times, making n linear arrangements identical.
    • Therefore, the number of unique circular arrangements is (n-1)!.
  2. Applying to the Problem:

    • Given 6 individuals, the number of circular permutations is (6-1)! = 5! = 120.
  3. Arranging by Birthdates:

    • We are asked to determine the probability of arranging these 6 individuals around the table according to their birthdates.
    • There are two distinct orders: ascending (clockwise) and descending (counter-clockwise).
    • Therefore, there are 2 favorable outcomes.
  4. Calculating Probability:

    • The probability P of arranging the individuals in the order of their birthdates is:

      P=Number of Favorable OutcomesTotal Possible Arrangements=2120=160P = \frac{\text{Number of Favorable Outcomes}}{\text{Total Possible Arrangements}} = \frac{2}{120} = \frac{1}{60}

  5. Calculating Odds:

    • Odds are defined as the ratio of the probability of the event occurring to the probability of it not occurring.

    • Probability of not arranging in birthdate order is 1 - P = 1 - \frac{1}{60} = \frac{59}{60}.

    • Therefore, the odds are:

      Odds=P1P=1605960=159\text{Odds} = \frac{P}{1-P} = \frac{\frac{1}{60}}{\frac{59}{60}} = \frac{1}{59}

Explanation:

  • Circular Permutation Reduction: The reduction from n! to (n-1)! is crucial in circular arrangements because any rotation of the circle results in an identical arrangement.
  • Two Orders (Clockwise & Counter-clockwise): Recognizing that the sequence can be read in both directions is essential for identifying the number of favorable outcomes.
  • Probability vs. Odds: Understanding the difference between probability and odds is important. While probability measures the likelihood of an event, odds compare the likelihood of the event to its complement.

This approach provides a comprehensive understanding of how to calculate the probability and odds of arranging individuals by birthdays in a circular setting, which is a common type of problem in combinatorial mathematics.