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Data Interview Question

a Pair from Two Card Draw

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Solution & Explanation

To calculate the likelihood of drawing a pair when selecting two cards from a standard 52-card deck, we need to understand the fundamental principles of probability and combinations.

Step-by-Step Explanation:

  1. Understanding the Deck:

    • A standard deck contains 52 cards, divided into 4 suits: hearts, diamonds, clubs, and spades.
    • Each suit has 13 ranks: Ace, 2, 3, ..., 10, Jack, Queen, King.
    • There are 4 cards of each rank (one in each suit).
  2. Combination of Two Cards:

    • The total number of ways to choose 2 cards from a 52-card deck is given by the combination formula (522)\binom{52}{2}:

      (522)=52×512=1326\binom{52}{2} = \frac{52 \times 51}{2} = 1326

  3. Forming a Pair:

    • A pair consists of two cards of the same rank.

    • For any given rank, there are 4 cards available. The number of ways to choose 2 cards of the same rank from these 4 cards is given by (42)\binom{4}{2}:

      (42)=4×32=6\binom{4}{2} = \frac{4 \times 3}{2} = 6

  4. Total Pairs in the Deck:

    • There are 13 different ranks in the deck.

    • Therefore, the total number of ways to draw pairs from the whole deck is:

      13×6=7813 \times 6 = 78

  5. Probability of Drawing a Pair:

    • The probability of drawing a pair is the number of successful outcomes divided by the total number of possible outcomes:

      P(pair)=7813260.0588P(\text{pair}) = \frac{78}{1326} \approx 0.0588

  6. Simplifying the Probability:

    • The fraction 781326\frac{78}{1326} simplifies to 117\frac{1}{17}.

Conclusion:

The probability of drawing a pair when selecting two cards from a standard 52-card deck is 117\frac{1}{17} or approximately 5.88%. This result is derived by considering the number of ways to form a pair and the total number of possible two-card combinations from the deck.