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Data Interview Question

Matching Suit in Two Card Draw

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Solution & Explanation

To solve the problem of calculating the probability of drawing two cards from a standard deck where both cards belong to the same suit, we need to understand the structure of a deck and the probabilities involved in drawing cards.

Structure of a Deck

  • A standard deck contains 52 cards.
  • There are 4 suits: spades, hearts, diamonds, and clubs.
  • Each suit contains 13 cards.

Probability Calculation

  1. Draw the First Card:

    • The first card can be of any suit, so the probability of drawing any card is 1 (since it doesn't matter which card it is).
  2. Draw the Second Card:

    • After drawing the first card, there are 51 cards left in the deck.
    • To ensure the second card is of the same suit as the first, there are only 12 cards left of the same suit.
    • Thus, the probability of drawing a second card of the same suit is 1251\frac{12}{51}.
  3. Total Probability:

    • Since the first draw can be of any suit, and there are 4 suits, we multiply the probability of drawing the second card by 4 to account for each suit: P(two cards of the same suit)=4×(1352)×(1251)=1251=4170.2353P(\text{two cards of the same suit}) = 4 \times \left( \frac{13}{52} \right) \times \left( \frac{12}{51} \right) = \frac{12}{51} = \frac{4}{17} \approx 0.2353

Explanation

  • First Card Draw:

    • The first card drawn sets the suit for the second card.
    • Since there are 13 cards per suit, the probability of drawing the first card from any suit is 1352\frac{13}{52}.
  • Second Card Draw:

    • After the first card is drawn, 12 cards remain of the same suit, and the total number of remaining cards is 51.
    • Probability of drawing a second card from the same suit is 1251\frac{12}{51}.
  • Overall Probability:

    • The overall probability of drawing two cards from the same suit, considering all suits, is 417\frac{4}{17}.

Conclusion

The probability of drawing two cards from a standard deck that belong to the same suit is approximately 23.53%. This result is derived from considering the independent probabilities of drawing each card and ensuring the second card matches the suit of the first.