Shuffle Scuffle

CSEF · 2007 Mathematics & Software

Overview

Objectives/Goals The purpose of this project is to find out how many shuffles you need to do to play a card game fairly. My question is #How many times do you have to shuffle to have a random deck of cards?# My hypothesis is I think that after seven shuffles I won't be able to detect any difference in randomness. Methods/Materials a deck of playing cards, my notebook, a pencil and a computer. I shuffled various amounts of cards 10 times and recorded their order. I then used the computer to analyze the data for randomness. Results I found out that the results depended on the number of cards shuffled. For a smaller sized deck of cards it seemed like I needed fewer shuffles than a full sized deck of cards. For both cases, after 5 shuffles, the cards did not get much more random. Conclusions/Discussion It is true that after seven shuffles you will not be able to detect any difference in randomness. However, I found that for a standard deck of playing cards I could not detect any increase in randomness after five shuffles.

Summary statement

The purpose of this project is to find out how many shuffles you need to do to play a card game fairly.

Help received

My father helped me with the project and wrote the shuffling computer program I used.

Competition history

  • CSEF 2007 Mathematics & Software · Entry J1304

Resources

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Source: California Science & Engineering Fair public projects

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